From 868f4cc56c5371e78b896cfc973ba3df8e82ba28 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 12:04:02 -0300
Subject: [PATCH 01/52] new branch

---
 Mixture/Mixture.egg-info/PKG-INFO             |   2 +-
 Mixture/build/lib/Mixture/Mixer.py            |  72 +++++++++
 Mixture/build/lib/Mixture/Utils.py            |  32 ++++
 Mixture/build/lib/Mixture/__init__.py         |  76 ++++++++++
 Mixture/build/lib/Mixture/nuSvmRobust.py      | 118 +++++++++++++++
 Mixture/build/lib/Mixture/tuneSvmForDeconv.py |  58 ++++++++
 Mixture/dist/Mixture-0.5-py3-none-any.whl     | Bin 0 -> 6315 bytes
 Mixture/setup.py                              |   4 +-
 NewmanFL TIL10.ipynb                          | 138 +++++++++++++++++-
 prueba2_dash.py                               | 104 +++++++++----
 10 files changed, 570 insertions(+), 34 deletions(-)
 create mode 100644 Mixture/build/lib/Mixture/Mixer.py
 create mode 100644 Mixture/build/lib/Mixture/Utils.py
 create mode 100644 Mixture/build/lib/Mixture/__init__.py
 create mode 100644 Mixture/build/lib/Mixture/nuSvmRobust.py
 create mode 100644 Mixture/build/lib/Mixture/tuneSvmForDeconv.py
 create mode 100644 Mixture/dist/Mixture-0.5-py3-none-any.whl

diff --git a/Mixture/Mixture.egg-info/PKG-INFO b/Mixture/Mixture.egg-info/PKG-INFO
index 41985d8..13bb06d 100644
--- a/Mixture/Mixture.egg-info/PKG-INFO
+++ b/Mixture/Mixture.egg-info/PKG-INFO
@@ -1,6 +1,6 @@
 Metadata-Version: 1.0
 Name: Mixture
-Version: 0.1
+Version: 0.5
 Summary: Mixture for Py
 Home-page: https://github.com/MsMatias/MixturePy
 Author: Mixture
diff --git a/Mixture/build/lib/Mixture/Mixer.py b/Mixture/build/lib/Mixture/Mixer.py
new file mode 100644
index 0000000..c06b8ab
--- /dev/null
+++ b/Mixture/build/lib/Mixture/Mixer.py
@@ -0,0 +1,72 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+import numpy as np
+import pandas as pd
+import os
+
+from Mixture.nuSvmRobust import nuSvmRobust
+from sklearn.preprocessing import StandardScaler
+from sklearn.preprocessing import scale
+from joblib import Parallel, delayed
+
+# Function Mixer
+# Main Function
+# @method Mixer
+# @param [DataFrame] Signature
+# @param [DataFrame] Expression
+# @param [int] num Cores
+# @return -------
+def Mixer(X, Y, cores):
+
+    print('Normalizing data')
+
+    # Normalize signature Matrix
+    mean = X.iloc[:, 1:].mean()
+    std = X.iloc[:, 1:].stack().std()
+    X.iloc[:, 1:] = (X.iloc[:, 1:] - mean.mean()) / std
+    
+    # Intersection between X and Y
+    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
+    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
+    
+    # Ordering by GeneSymbol
+    X = X.sort_values(by=['Gene symbol'])
+    Y = Y.sort_values(by=['Gene symbol'])
+
+    # Slice Gene symbol column
+    X = X.iloc[:, 1:]
+    Y = Y.iloc[:, 1:]
+    X.reset_index(drop=True, inplace=True)
+    
+    Yn = pd.DataFrame(scale(Y), index=Y.index, columns=Y.columns)
+
+    out = list()
+    print('Processing...')
+
+    out = Parallel(n_jobs=cores, backend='threading')(delayed(nuSvmRobust)(X = X, Y = j, subject = i, nuseq = [0.25,0.5,0.75], delta = 0.007, maxIter = -1, verbose = 1) for i, j in Yn.iteritems())
+             
+    #out = [x.recv() for x in pipe_list]
+
+    print('_____________________________________________________________________')
+    
+    print('Finish nuSvm')
+
+    matWa = pd.DataFrame()
+    matWp = pd.DataFrame()
+    matRes = pd.DataFrame()
+
+    for i in out:
+        matWa = matWa.append(i.Wa, ignore_index=True)
+        matWp = matWp.append(i.Wp, ignore_index=True)
+        matRes = matRes.append(pd.DataFrame([[i.RMSEa, i.RMSEp, i.Ra, i.Rp,  i.BestParams, i.Iter]], columns=['RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter']), ignore_index=True)
+  
+    matWa.index = Y.columns.values
+    matWa.columns = X.columns.values
+
+    matWp.index = Y.columns.values
+    matWp.columns = X.columns.values
+
+    matRes.index = matWp.index.values
+
+    return(pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
diff --git a/Mixture/build/lib/Mixture/Utils.py b/Mixture/build/lib/Mixture/Utils.py
new file mode 100644
index 0000000..0d61302
--- /dev/null
+++ b/Mixture/build/lib/Mixture/Utils.py
@@ -0,0 +1,32 @@
+import pandas as pd
+import numpy as np
+import random
+import multiprocessing
+
+def sampleRandom (Y, i, verbose = 0):
+        
+    if verbose == 1:
+        print('--------------------------------------------------')
+        print('Creating Subject: ' + str(i) + ' Nro. Processor: ' + str(multiprocessing.current_process()))
+        print('--------------------------------------------------')
+
+    Y = Y.iloc[:, 1:]
+    vector = Y.to_numpy(copy=True)    
+    vector = vector.flatten()
+
+    return vector[[random.randrange(Y.shape[0] * Y.shape[1]) for x in range(Y.shape[0])]]
+
+def getPValues (x, i):
+    return pd.DataFrame([sum(x.RMSEa < i.loc[:,'RMSEa']),
+            sum(x.RMSEp < i.loc[:,'RMSEp']), 
+            sum(x.Ra > i.loc[:,'Ra']), 
+            sum(x.Rp > i.loc[:,'Rp'])]).T/i.shape[0]
+
+def generateXlsx (result, pValues, nameFile):
+    if len(nameFile) > 0:
+        with pd.ExcelWriter( nameFile + '.xlsx') as writer:
+            result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
+            result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
+            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')        
+            pValues.to_excel(writer, sheet_name='Pvalues')
+            result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
diff --git a/Mixture/build/lib/Mixture/__init__.py b/Mixture/build/lib/Mixture/__init__.py
new file mode 100644
index 0000000..45c1978
--- /dev/null
+++ b/Mixture/build/lib/Mixture/__init__.py
@@ -0,0 +1,76 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+import pandas as pd
+import numpy as np
+import os
+from Mixture.Mixer import Mixer
+import Mixture.Utils as Utils
+from joblib import Parallel, delayed
+
+def Mixture (X, Y, cores = 1, iter = 100, nameFile = 'output'):
+    
+    # Intersection between X and Y
+    geneList = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])].sort_values(by=['Gene symbol'])['Gene symbol']
+
+    print('Running mixer with subjects (Count: ' + str(Y.shape[1]) + ')...')
+    # Run Mixer Function with original Expressions
+    orig = Mixer(X, Y, cores)
+
+    print('Finish mixer')
+    
+    print('Get Medias')
+    
+    # Get Media by subject
+    totalMediaBySubject = Y.median(axis = 0, skipna = True)
+
+    # Get Media by subject with intersect signatureMatrix
+    totalMediaBySubjectLm22 = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])].median(axis = 0, skipna = True)
+    
+    # Get Media
+    maxMediaFullCohort = max(np.median(Y.iloc[:, 1:]), 1)
+
+    temp = pd.DataFrame([totalMediaBySubjectLm22/totalMediaBySubject, totalMediaBySubjectLm22/maxMediaFullCohort], index=['IscBySbj', 'IscPob']).T
+    orig.ACCmetrix[0] = pd.concat([orig.ACCmetrix[0], temp], sort = False, axis = 1) 
+  
+    matRand = list()
+
+    print('Creating population (Count: ' + str(iter) + ')...')
+
+    matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
+
+    #for i in range(iter):
+    #    matRand.append(Utils.sampleRandom(Y, i, 1))
+
+    print('Finish creating population')
+
+    matRand = map(list, zip(*matRand))
+    matRand = pd.DataFrame(matRand, Y['Gene symbol'])
+    matRand.reset_index(drop=True, inplace=True)
+    matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
+
+    print('Finish')
+
+    print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
+    # Run Mixer Function with Random Matrix
+    outMix = Mixer(X, matRand, cores)
+
+    #geneList = pd.DataFrame(geneList)
+
+    result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
+
+    result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+
+    pValues = list()
+    
+    pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
+    pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
+    
+    print('Finish')
+
+    Utils.generateXlsx (result, pValues, nameFile)
+
+    return result, pValues
+
+
+
diff --git a/Mixture/build/lib/Mixture/nuSvmRobust.py b/Mixture/build/lib/Mixture/nuSvmRobust.py
new file mode 100644
index 0000000..4e13402
--- /dev/null
+++ b/Mixture/build/lib/Mixture/nuSvmRobust.py
@@ -0,0 +1,118 @@
+# !/usr/bin/env python
+# coding: utf-8
+
+# In[1]:
+
+from __future__ import print_function
+import numpy as np
+import pandas as pd
+import os, math, sys
+import multiprocessing
+# from ipynb.fs.full.tuneSvmForDeconv import tuneSvmForDeconv
+from Mixture import tuneSvmForDeconv
+
+pd.set_option('display.max_columns', None)
+pd.set_option('display.max_rows', None)
+pd.set_option('display.max_colwidth', -1)
+
+# Function nuSvmRobust
+# ----------------
+# @method nuSvmRobust
+# @param [DataFrame] Signature
+# @param [DataFrame] Expression
+# @param [array] nuseq
+# @param [float] delta
+# @return -------------
+def nuSvmRobust(X, Y, subject, nuseq = [0.25,0.5,0.75], delta = 0.007, maxIter = 6, verbose = 0):
+
+    wSel = [1 for x in range(len(X.columns))]
+    wSel = pd.DataFrame(wSel, X.columns).T
+    ok = True
+    i = 0
+    model = 0
+
+    salida = list()
+
+    np.seterr(divide='ignore', invalid='ignore')
+
+    if verbose == 1:
+        print('--------------------------------------------------')
+        print('Subject: ' + str(subject) + ' Nro. Processor: ' + str(multiprocessing.current_process()))
+        print('--------------------------------------------------')
+
+    while ok:
+        i = i + 1
+        # Run function
+        XX = X.loc[:, X.columns.isin(wSel.columns[wSel.values[0] > 0])]
+        r, model = tuneSvmForDeconv.tuneSvmForDeconv(X = XX, Y = Y.values, nuseq = [0.25,0.5,0.75], delta = 0.007)
+
+        if i == 1:
+            salida.append(r)
+        
+        if verbose == 1:
+            print('Iter: ' + str(i) + ' Subject: ' + str(subject), flush=True)
+
+        # Get betas
+        w = model.coef_
+        
+        # Set values i to zero where i < 0
+        w = np.where(w<0, 0, w)
+
+        # Save new betas backup
+        wAbs = w
+        
+        # Normalize data
+        w = w/np.sum(w)
+        
+        # Set values i to zero where i < delta
+        w = np.where(w<delta, 0, w)
+
+        # Convert array to df
+        w = pd.DataFrame(w[0], XX.columns).T
+        
+        # Checking if all the values are NaN
+        if w.isnull().all().all():
+            wNan = np.empty(len(X.columns))#[0 for x in range(len(X.columns))]
+            wNan.fill(np.nan)
+            wNan = pd.DataFrame(wNan, X.columns).T
+            result = pd.Series([wNan, wNan, float('NaN'), float('NaN'), float('NaN'), float('NaN'), model.get_params()['nu'], i], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter'])
+            return result
+
+        # Checking if any value is < delta
+        if w.apply(lambda x: x < delta).any().any():
+            if(w.apply(lambda x: x > 0).sum().sum() == 1):
+                break
+            wSel.loc[:, wSel.columns.isin(w.loc[:, (w.values < delta).any(axis=0)].columns)] = 0
+        else:
+            ok = False
+        
+        if i >= maxIter and maxIter > -1:
+            ok = False
+
+    wOut = pd.DataFrame(wAbs[0], XX.columns).T
+
+    # Create wSel with all values in zero
+    wSel = [0 for x in range(len(X.columns))]
+    wSel = pd.DataFrame(wSel, X.columns).T
+    wSel.loc[:, wSel.columns.isin(wOut.columns)] = wOut
+
+    u = X.apply(lambda x: x * wSel.iloc[0], axis = 1).values
+    k = np.sum(u, axis = 1)
+    #k = u.sum(axis = 1, skipna = True)
+    nusvm = math.sqrt(pow((k - Y.values),2).mean())
+    corrv = np.corrcoef(k, Y.values)
+    #corrv = k.corr(Y.values)
+
+    w = wSel/wSel.sum().sum()
+    uW = X.apply(lambda x: x * w.iloc[0], axis = 1).values
+    kW = np.sum(uW, axis = 1)
+    #kW = uW.sum(axis = 1, skipna = True)
+    nusvmW = math.sqrt(pow((kW - Y.values),2).mean())
+    corrvW = np.corrcoef(kW, Y.values)
+    #corrvW = kW.corr(Y.values)
+
+    #wSel = wSel.where(wSel>delta).fillna(0)
+    #w = w.where(w>delta).fillna(0).round(1)
+
+    result = pd.Series([wSel, w, nusvm, nusvmW, corrv[0][1], corrvW[0][1], model.get_params()['nu'], i], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter'])
+    return result
diff --git a/Mixture/build/lib/Mixture/tuneSvmForDeconv.py b/Mixture/build/lib/Mixture/tuneSvmForDeconv.py
new file mode 100644
index 0000000..0b35ba4
--- /dev/null
+++ b/Mixture/build/lib/Mixture/tuneSvmForDeconv.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+import numpy as np
+import pandas as pd
+import os, math, sys
+
+from sklearn.svm import NuSVR
+
+# Function nuSvr (Not import)
+# Run NuSvr with expression Matrix and signature Matrix
+# @method nuSvr
+# @param [DataFrame] Signature
+# @param [DataFrame] Expression
+# @param [float] nu
+# @param [float] delta
+# @return [Array] [{ float } RMSEpredict, { objet } model]
+def nuSvr(X, Y, nu, delta, verbose = False):
+
+    # Run NuSVR
+    clf = NuSVR(kernel='linear', C=1.0, nu=nu, verbose = verbose)
+    clf.fit(X, Y)
+    
+    # Get betas
+    w = clf.coef_
+
+    # Set values i to zero where i < 0
+    w = np.where(w<0, 0, w)    
+
+    # Normalize data
+    w = w/np.sum(w)
+
+    # Set values i to zero where i < delta
+    w = np.where(w<delta, 0, w)    
+    
+    # Product betas per rows X
+    neww = X.apply(lambda row: row*w[0], axis=1)# Get Predict
+    predict = neww.sum(axis=1)
+
+    # Get Rmse predict for nuseq
+    RmsePredict = math.sqrt(pow((Y - predict),2).mean())
+    return [RmsePredict, clf]
+
+# Function tuneSvmForDeconv
+# Create result nuSvr list with nuseq
+# @method tuneSvmForDeconv
+# @param [DataFrame] Signature
+# @param [DataFrame] Expression
+# @param [array] nuseq
+# @param [float] delta
+# @return [DataFrame] [RMSEpredict, model]
+def tuneSvmForDeconv(X, Y, nuseq, delta, verbose = False):
+    result = list(map(lambda nu: nuSvr(X,Y, nu, delta, verbose), nuseq))
+    listNuSvr = pd.DataFrame(result, columns=['RMSEpred', 'model'])
+    
+    # Get min RMSEPredict
+    selector = listNuSvr.index[listNuSvr['RMSEpred'] == listNuSvr.min(axis = 0)[0]]
+    return listNuSvr, listNuSvr.iloc[selector[0]]['model']
diff --git a/Mixture/dist/Mixture-0.5-py3-none-any.whl b/Mixture/dist/Mixture-0.5-py3-none-any.whl
new file mode 100644
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r^am=g3tmUW{{(^TSDWgeGy4xP)RnNWZb|?E-qq`U1sK|2ohsm8^qDC6

literal 0
HcmV?d00001

diff --git a/Mixture/setup.py b/Mixture/setup.py
index 71dfc1d..976cbe9 100644
--- a/Mixture/setup.py
+++ b/Mixture/setup.py
@@ -1,7 +1,7 @@
 from setuptools import setup
 
 setup(name='Mixture',
-      version='0.1',
+      version='0.5',
       description='Mixture for Py',
       url='https://github.com/MsMatias/MixturePy',
       author='Mixture',
@@ -12,5 +12,7 @@
             'numpy',
             'sklearn',
             'rpy2'
+            'multiprocessing',
+            'joblib'          
       ],
       zip_safe=False)
\ No newline at end of file
diff --git a/NewmanFL TIL10.ipynb b/NewmanFL TIL10.ipynb
index c8edfe4..6bef8f8 100644
--- a/NewmanFL TIL10.ipynb	
+++ b/NewmanFL TIL10.ipynb	
@@ -651,21 +651,151 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "1.492839067844312"
+       "[{'index': 'GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz',\n",
+       "  'RMSEa': 0.7356467701374008,\n",
+       "  'RMSEp': 1.3580584756979353,\n",
+       "  'Ra': 0.7659924064451571,\n",
+       "  'Rp': 0.7659924064451571,\n",
+       "  'BestParams': 0.25,\n",
+       "  'Iter': 4,\n",
+       "  'IscBySbj': 1.3614559595090132,\n",
+       "  'IscPob': 1.4338058519231907},\n",
+       " {'index': 'GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz',\n",
+       "  'RMSEa': 0.7505897249244129,\n",
+       "  'RMSEp': 1.090406026517986,\n",
+       "  'Ra': 0.7110050497112939,\n",
+       "  'Rp': 0.7110050497112943,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4812507549846523,\n",
+       "  'IscPob': 1.7360281133525028},\n",
+       " {'index': 'GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz',\n",
+       "  'RMSEa': 0.732099068814191,\n",
+       "  'RMSEp': 1.2091834335647023,\n",
+       "  'Ra': 0.7288513928726023,\n",
+       "  'Rp': 0.7288513928726023,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.5709810234715755,\n",
+       "  'IscPob': 1.3941344285023054},\n",
+       " {'index': 'GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz',\n",
+       "  'RMSEa': 0.7275200560756733,\n",
+       "  'RMSEp': 0.7677020173040355,\n",
+       "  'Ra': 0.7341321745726567,\n",
+       "  'Rp': 0.7341321745726567,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6949098559698745,\n",
+       "  'IscPob': 1.6767992068424078},\n",
+       " {'index': 'GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz',\n",
+       "  'RMSEa': 0.7645339483233782,\n",
+       "  'RMSEp': 0.9480152081799849,\n",
+       "  'Ra': 0.7073580843178506,\n",
+       "  'Rp': 0.7073580843178509,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4244382418785955,\n",
+       "  'IscPob': 1.4254052018177612},\n",
+       " {'index': 'GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz',\n",
+       "  'RMSEa': 0.8357526440717506,\n",
+       "  'RMSEp': 0.9220692012485019,\n",
+       "  'Ra': 0.603599701930536,\n",
+       "  'Rp': 0.6035997019305361,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 4,\n",
+       "  'IscBySbj': 1.5198711858383502,\n",
+       "  'IscPob': 1.7544527697105345},\n",
+       " {'index': 'GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz',\n",
+       "  'RMSEa': 0.7890824338319162,\n",
+       "  'RMSEp': 1.1467157955213947,\n",
+       "  'Ra': 0.662757463529935,\n",
+       "  'Rp': 0.6627574635299351,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.5299931536787006,\n",
+       "  'IscPob': 1.5963206231304197},\n",
+       " {'index': 'GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz',\n",
+       "  'RMSEa': 0.8181283890228448,\n",
+       "  'RMSEp': 1.5053263997506567,\n",
+       "  'Ra': 0.6158581588113806,\n",
+       "  'Rp': 0.6158581588113806,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4666248239439506,\n",
+       "  'IscPob': 1.3107743675863595},\n",
+       " {'index': 'GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz',\n",
+       "  'RMSEa': 0.738484399659218,\n",
+       "  'RMSEp': 1.4016467133867787,\n",
+       "  'Ra': 0.717762987535987,\n",
+       "  'Rp': 0.7177629875359868,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.3038483337900335,\n",
+       "  'IscPob': 1.1124117209595081},\n",
+       " {'index': 'GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz',\n",
+       "  'RMSEa': 0.8444033804632818,\n",
+       "  'RMSEp': 1.0593343920275025,\n",
+       "  'Ra': 0.6840760505412941,\n",
+       "  'Rp': 0.6840760505412938,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4653159078042208,\n",
+       "  'IscPob': 1.3889594811732004},\n",
+       " {'index': 'GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz',\n",
+       "  'RMSEa': 0.7574527293730309,\n",
+       "  'RMSEp': 0.9156376633520333,\n",
+       "  'Ra': 0.6965434899346512,\n",
+       "  'Rp': 0.6965434899346511,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.3842983256700507,\n",
+       "  'IscPob': 1.267873749017242},\n",
+       " {'index': 'GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz',\n",
+       "  'RMSEa': 0.7272371774257491,\n",
+       "  'RMSEp': 1.4552726472482724,\n",
+       "  'Ra': 0.7387176417109829,\n",
+       "  'Rp': 0.7387176417109832,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6252912321302102,\n",
+       "  'IscPob': 1.6694893908251813},\n",
+       " {'index': 'GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz',\n",
+       "  'RMSEa': 0.7754653074972279,\n",
+       "  'RMSEp': 0.9107204618211545,\n",
+       "  'Ra': 0.665374889094444,\n",
+       "  'Rp': 0.665374889094444,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6102328167574849,\n",
+       "  'IscPob': 1.514096545250108},\n",
+       " {'index': 'GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz',\n",
+       "  'RMSEa': 0.817035910688728,\n",
+       "  'RMSEp': 1.132628635352565,\n",
+       "  'Ra': 0.6139840261413105,\n",
+       "  'Rp': 0.6139840261413106,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.461235334393658,\n",
+       "  'IscPob': 1.5882348967389759}]"
       ]
      },
-     "execution_count": 44,
+     "execution_count": 56,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
-   "source": []
+   "source": [
+    "absolute = result.Subjects[0].MIXabs[0].reset_index().to_dict('records')\n",
+    "proportions = result.Subjects[0].MIXprop[0].reset_index().to_dict('records')\n",
+    "metrics = result.Subjects[0].ACCmetrix[0].reset_index().to_dict('records')\n",
+    "metrics.to_dict('records')"
+   ]
   },
   {
    "cell_type": "code",
diff --git a/prueba2_dash.py b/prueba2_dash.py
index 3fb101c..b34d0fe 100644
--- a/prueba2_dash.py
+++ b/prueba2_dash.py
@@ -10,7 +10,7 @@
 from dash.dependencies import Input, Output, State
 import dash_core_components as dcc
 import dash_html_components as html
-import dash_table
+import dash_table as dt
 from flask import send_file
 import plotly.graph_objects as go
 
@@ -20,6 +20,7 @@
 filename_expression = ''
 result = ''
 pValues = ''
+tableMetrics = ''
 
 cores = 4
 output = ''
@@ -31,15 +32,12 @@
 server = app.server
 app.config['suppress_callback_exceptions'] = True
 app.css.config.serve_locally = True
-app.script.config.serve_locally = True
-
-cssStylesheets = ['main.css']
-for stylesheet in cssStylesheets:
-    app.css.append_css({
-        "external_url": 'assets/css/' + stylesheet
-    })
 
 app.layout = html.Div([
+    html.Link(
+        rel='stylesheet',
+        href='/assets/css/main.css'
+    ),
     html.Div([
       html.Img(src='assets/img/logo_mixture.png', style = {
           'width': '300px'
@@ -105,11 +103,12 @@
             'margin-top': '30px'
         })        
     ], style={
-            '-webkit-box-shadow': '-7px 7px 5px -4px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '-7px 7px 5px -4px rgba(0,0,0,0.25)',
-            'box-shadow': '-7px 7px 5px -4px rgba(0,0,0,0.25)',
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
             'margin': '0px',
-            'width': '30%',
+            'flex': '1',
+            'height':'100%',
             'background-color': '#FFFFFF',
             'padding': '20px',
             'border-radius': '5px',
@@ -122,12 +121,13 @@
         html.Div(id='output-processing'),
         dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
     ], style={
-            '-webkit-box-shadow': '7px 7px 5px -4px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '7px 7px 5px -4px rgba(0,0,0,0.25)',
-            'box-shadow': '7px 7px 5px -4px rgba(0,0,0,0.25)',
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
             'margin': '0px',
             'margin-left': '10px',
-            'width': '80%',
+            'flex': '3',
+            'height':'100%',
             'background-color': '#FFFFFF',
             'padding': '20px',
             'border-radius': '5px',
@@ -138,15 +138,18 @@
     })
     ], style = {
         'width':'100%',
+        'height':'100%',
         'display': '-webkit-flex',
         '-webkit-flex-direction': 'row',
         'display': 'flex',
+        'flex-wrap': 'wrap',
         'flex-direction': 'row',
         'margin': '0px',
         'padding': '0px',
 })
 ], style = {
         'width':'100%',
+        'height':'100%',
         'display': '-webkit-flex',
         '-webkit-flex-direction': 'column',
         'display': 'flex',
@@ -158,7 +161,7 @@
 
 @app.callback(Output('tabs-content', 'children'),
               [Input('tabs', 'value')])
-def render_content(tab):
+def render_content1(tab):
     global result
     count = len(result.Subjects[0].MIXprop[0])
     if tab == 'tab-1':
@@ -187,7 +190,12 @@ def render_content(tab):
                 figure=go.Figure(data=go.Heatmap(
                     z=np.transpose(items),
                     x=result.Subjects[0].MIXprop[0].index,
-                    y=result.Subjects[0].MIXprop[0].columns),
+                    y=result.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
                     layout=go.Layout(
                         height=700
                     )
@@ -252,6 +260,46 @@ def render_content(tab):
             )
         ])
 
+@app.callback(Output('tabs2-content', 'children'),
+              [Input('tabs2', 'value')])
+def render_content2(tab):
+    if tab == 'tab2-1':
+        return html.Div([
+            html.H4('Finished Process'),
+            html.A('Download result', href='/download_result/')
+        ])
+    elif tab == 'tab2-2':
+        return html.Div([
+            dcc.Tabs(id='tabs3', value='tab3-1', children=[
+                dcc.Tab(label='Absolute', value='tab3-1'),
+                dcc.Tab(label='Proportions', value='tab3-2'),
+                dcc.Tab(label='Metrics', value='tab3-3'),
+            ]),
+            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
+        ])
+    elif tab == 'tab2-3':
+        return html.Div([
+            dcc.Tabs(id='tabs', value='tab-1', children=[
+                dcc.Tab(label='Bar Plot', value='tab-1'),
+                dcc.Tab(label='Heatmaps', value='tab-2'),
+                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            ]),
+            html.Div(id='tabs-content')
+        ])     
+
+@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+              [Input('tabs3', 'value')])
+def update_data(tab):
+    global result
+    absolute = result.Subjects[0].MIXabs[0].reset_index()
+    proportions = result.Subjects[0].MIXprop[0].reset_index()
+    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+    if tab == 'tab3-1':
+        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+    elif tab == 'tab3-2':
+        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+    elif tab == 'tab3-3':
+        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
 
 def parse_contents(contents, filename, date):
     content_type, content_string = contents.split(',')
@@ -280,7 +328,7 @@ def parse_contents(contents, filename, date):
     filename_expression = filename
     
     return html.Div([
-        html.H5('Expressions File:' + filename),
+        html.P('Selected:' + filename),
         #html.H6(datetime.datetime.fromtimestamp(date)),
 
         #dash_table.DataTable(
@@ -318,7 +366,7 @@ def update_output(list_of_contents, list_of_names, list_of_dates):
      dash.dependencies.State('population-input', 'value')])
 def update_output(n_clicks, signature, cpu, population):
    
-    global expression, result, pValues
+    global expression, result, pValues, tableMetrics
     
     if n_clicks is not None:
         
@@ -332,15 +380,15 @@ def update_output(n_clicks, signature, cpu, population):
         if __name__ == '__main__':            
             result, pValues = Mixture.Mixture(X, Y , cpu, population, '')
             
-        children = [
-            html.H4('Finished Process'),
-            html.A('Download result', href='/download_result/'),
-            dcc.Tabs(id='tabs', value='tab-1', children=[
-                dcc.Tab(label='Bar Plot', value='tab-1'),
-                dcc.Tab(label='Heatmaps', value='tab-2'),
-                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+            
+        children = [            
+            dcc.Tabs(id='tabs2', value='tab2-1', children=[
+                dcc.Tab(label='Download', value='tab2-1'),
+                dcc.Tab(label='Tables', value='tab2-2'),
+                dcc.Tab(label='Plots', value='tab2-3'),
             ]),
-            html.Div(id='tabs-content')
+            html.Div(id='tabs2-content')
         ]
         
         return children

From 12db1f08a3da985683e094856af9d3a67acb6894 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 13:54:24 -0300
Subject: [PATCH 02/52] change name

---
 .gitignore                           |   6 +++++
 prueba2_dash.py => MixturePy.py      |   0
 MixturePy.spec                       |  33 +++++++++++++++++++++++++++
 __pycache__/MixturePy.cpython-36.pyc | Bin 0 -> 9522 bytes
 prueba_dash.py                       |  31 -------------------------
 5 files changed, 39 insertions(+), 31 deletions(-)
 rename prueba2_dash.py => MixturePy.py (100%)
 create mode 100644 MixturePy.spec
 create mode 100644 __pycache__/MixturePy.cpython-36.pyc
 delete mode 100644 prueba_dash.py

diff --git a/.gitignore b/.gitignore
index 7c12220..57a6e7c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,7 @@
+#Ignore all file xlsx/xls
 *.xlsx
+*.xls
+
+#Ignore dist and build folder
+build/
+dist/
diff --git a/prueba2_dash.py b/MixturePy.py
similarity index 100%
rename from prueba2_dash.py
rename to MixturePy.py
diff --git a/MixturePy.spec b/MixturePy.spec
new file mode 100644
index 0000000..f16b4e1
--- /dev/null
+++ b/MixturePy.spec
@@ -0,0 +1,33 @@
+# -*- mode: python ; coding: utf-8 -*-
+
+block_cipher = None
+
+
+a = Analysis(['MixturePy.py'],
+             pathex=['/home/matias/MixturePy'],
+             binaries=[],
+             datas=[],
+             hiddenimports=[],
+             hookspath=[],
+             runtime_hooks=[],
+             excludes=[],
+             win_no_prefer_redirects=False,
+             win_private_assemblies=False,
+             cipher=block_cipher,
+             noarchive=False)
+pyz = PYZ(a.pure, a.zipped_data,
+             cipher=block_cipher)
+exe = EXE(pyz,
+          a.scripts,
+          a.binaries,
+          a.zipfiles,
+          a.datas,
+          [],
+          name='MixturePy',
+          debug=False,
+          bootloader_ignore_signals=False,
+          strip=False,
+          upx=True,
+          upx_exclude=[],
+          runtime_tmpdir=None,
+          console=True )
diff --git a/__pycache__/MixturePy.cpython-36.pyc b/__pycache__/MixturePy.cpython-36.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..e24e99531addaee513ab4fa923316ff5361646f0
GIT binary patch
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z@-j~v8PAYBUG{&Xva$5}Z3qXXjpwTFx`>F2OBDOajWMkrXc-Th9?mRHN|+Q;uX2JY
zU=IXY(@r-Gu;)>Ft4XWKL9w%nPPHtmRxw?1#P_JcUWP4AcS}y-VKesEr<Gf%5i0K|
zOv|op=H2Mx$<vLL{3w;9b~+UvB_8C`_jz_*BnJ(IR641tlN0c=aS^zFWBUOaxakHa
zB>s^GWxCxiE{t5@_DBy+0laPmv@jS|*ibG<e?7g>S+~7lRhqXtE!^!ci60RM=Y7n@
zW#V(n<Zh>LoY2Mafst(CjZ8iB$pX|F776~w%u{nsy_uyxmi*w+TlpZ=^-ZDH6pko+
zS=zZpaA{(O7&1Cl5&_NJ3mWM>cF6ef-Xil?0AhMRe+|N<MRZjlkyby0R3!ms`jsH&
z1dXyEr3}X`>JFSIMOAL-4!+34u~LRRX4`pV=p|#f`^7OGV+vg1+(92j!vO#wE(5Ba
zd2-WCQSWf_4C?oOsclg|vZt4wR8O{jvZQR5^ht(rWKy3T%}-;_7~^D~W>Qv0;>fXy
NqZU$>J2GC>{|6E>syqMy

literal 0
HcmV?d00001

diff --git a/prueba_dash.py b/prueba_dash.py
deleted file mode 100644
index 73acb73..0000000
--- a/prueba_dash.py
+++ /dev/null
@@ -1,31 +0,0 @@
-import dash
-import dash_core_components as dcc
-import dash_html_components as html
-
-external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
-
-app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
-
-app.layout = html.Div(children=[
-    html.H1(children='Hello Dash'),
-
-    html.Div(children='''
-        Dash: A web application framework for Python.
-    '''),
-
-    dcc.Graph(
-        id='example-graph',
-        figure={
-            'data': [
-                {'x': [1, 2, 3], 'y': [4, 1, 2], 'type': 'bar', 'name': 'SF'},
-                {'x': [1, 2, 3], 'y': [2, 4, 5], 'type': 'bar', 'name': u'Montréal'},
-            ],
-            'layout': {
-                'title': 'Dash Data Visualization'
-            }
-        }
-    )
-])
-
-if __name__ == '__main__':
-    app.run_server(debug=True)

From 80f0a7a7a3a4c08db2404e06cbc67bd0319b119d Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 15:58:46 -0300
Subject: [PATCH 03/52] freeze

---
 app/app.py    | 445 ++++++++++++++++++++++++++++++++++++++++++++++++++
 app/server.py |   5 +
 app/setup.py  |  30 ++++
 3 files changed, 480 insertions(+)
 create mode 100644 app/app.py
 create mode 100644 app/server.py
 create mode 100644 app/setup.py

diff --git a/app/app.py b/app/app.py
new file mode 100644
index 0000000..b34d0fe
--- /dev/null
+++ b/app/app.py
@@ -0,0 +1,445 @@
+import base64
+import datetime
+import io
+import Mixture
+import multiprocessing
+
+import numpy as np
+
+import dash
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+
+import pandas as pd
+
+expression = ''
+filename_expression = ''
+result = ''
+pValues = ''
+tableMetrics = ''
+
+cores = 4
+output = ''
+
+external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
+
+#app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
+app = dash.Dash(__name__)
+server = app.server
+app.config['suppress_callback_exceptions'] = True
+app.css.config.serve_locally = True
+
+app.layout = html.Div([
+    html.Link(
+        rel='stylesheet',
+        href='/assets/css/main.css'
+    ),
+    html.Div([
+      html.Img(src='assets/img/logo_mixture.png', style = {
+          'width': '300px'
+      }),
+      #html.H2('MIXTURE'),
+      html.H6('an improved algorithm for immune tumor microenvironment estimation based on gene expression data', style = {
+          'margin-top': '-20px'
+      })
+    ]),
+    html.Div([
+    html.Div([        
+        html.P('Expression file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag and Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
+        html.P('Signature Data:'),
+        dcc.Dropdown(
+            id='signature-input',
+            options=[
+                {'label': 'LM22', 'value': 'LM22'},
+                {'label': 'TIL10', 'value': 'TIL10'},
+            ],
+            value='LM22'
+        ),
+        html.P('Number of permutation samples:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Input(
+            id='population-input',
+            placeholder='Enter a value...',
+            type='number',
+            min='1',
+            value=''
+        ),
+        html.P('CPUs:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'flex': '1',
+            'height':'100%',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'display': '-webkit-flex',
+            '-webkit-flex-direction': 'column',
+            'display': 'flex',
+            'flex-direction': 'column',
+    }),
+    html.Div([
+        html.Div(id='output-processing'),
+        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'margin-left': '10px',
+            'flex': '3',
+            'height':'100%',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'display': '-webkit-flex',
+            '-webkit-flex-direction': 'column',
+            'display': 'flex',
+            'flex-direction': 'column',
+    })
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'row',
+        'display': 'flex',
+        'flex-wrap': 'wrap',
+        'flex-direction': 'row',
+        'margin': '0px',
+        'padding': '0px',
+})
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+        'background-color': '#F7F7F7',
+})
+
+@app.callback(Output('tabs-content', 'children'),
+              [Input('tabs', 'value')])
+def render_content1(tab):
+    global result
+    count = len(result.Subjects[0].MIXprop[0])
+    if tab == 'tab-1':
+        xLabel = result.Subjects[0].MIXprop[0].index
+        columns = result.Subjects[0].MIXprop[0].columns        
+        return html.Div([
+            html.H3('Bar Plot Subject-Proportions'),
+            dcc.Graph(
+                id='graph-1-tabs',
+                figure=go.Figure(                    
+                    data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                    layout=go.Layout(
+                        barmode='relative',
+                        title_text='Bar Plot',
+                        height=700
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-2':
+        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]        
+        return html.Div([
+            html.H3('Heatmaps of estimated cell-type proportion values'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=result.Subjects[0].MIXprop[0].index,
+                    y=result.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-3':
+        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        return html.Div([
+            html.H3('Immuno Content Score (Population Based)'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(
+                    data=[go.Scatter(
+                        x=result.Subjects[0].ACCmetrix[0].index, 
+                        y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
+                        mode='markers'
+                    )],
+                    layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=mean,
+                                x1=count,
+                                y1=mean,
+                                line=dict(
+                                    color="red",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean+2*std),
+                                x1=count,
+                                y1=(mean+2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean-2*std),
+                                x1=count,
+                                y1=(mean-2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            )
+                        ],
+                        height=700
+                    )
+                )
+            )
+        ])
+
+@app.callback(Output('tabs2-content', 'children'),
+              [Input('tabs2', 'value')])
+def render_content2(tab):
+    if tab == 'tab2-1':
+        return html.Div([
+            html.H4('Finished Process'),
+            html.A('Download result', href='/download_result/')
+        ])
+    elif tab == 'tab2-2':
+        return html.Div([
+            dcc.Tabs(id='tabs3', value='tab3-1', children=[
+                dcc.Tab(label='Absolute', value='tab3-1'),
+                dcc.Tab(label='Proportions', value='tab3-2'),
+                dcc.Tab(label='Metrics', value='tab3-3'),
+            ]),
+            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
+        ])
+    elif tab == 'tab2-3':
+        return html.Div([
+            dcc.Tabs(id='tabs', value='tab-1', children=[
+                dcc.Tab(label='Bar Plot', value='tab-1'),
+                dcc.Tab(label='Heatmaps', value='tab-2'),
+                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            ]),
+            html.Div(id='tabs-content')
+        ])     
+
+@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+              [Input('tabs3', 'value')])
+def update_data(tab):
+    global result
+    absolute = result.Subjects[0].MIXabs[0].reset_index()
+    proportions = result.Subjects[0].MIXprop[0].reset_index()
+    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+    if tab == 'tab3-1':
+        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+    elif tab == 'tab3-2':
+        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+    elif tab == 'tab3-3':
+        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
+
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global expression, filename_expression
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            df = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            #df = pd.read_excel(io.BytesIO(decoded), sheet_name = 0)
+            expression = io.BytesIO(decoded)
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    
+    #df_expression = df
+    
+    filename_expression = filename
+    
+    return html.Div([
+        html.P('Selected:' + filename),
+        #html.H6(datetime.datetime.fromtimestamp(date)),
+
+        #dash_table.DataTable(
+        #    data=df.to_dict('records'),
+        #    columns=[{'name': i, 'id': i} for i in df.columns]
+        #),
+
+        #html.Hr(),  # horizontal line
+
+        # For debugging, display the raw contents provided by the web browser
+        #html.Div('Raw Content'),
+        #html.Pre(contents[0:200] + '...', style={
+        #    'whiteSpace': 'pre-wrap',
+        #    'wordBreak': 'break-all'
+        #})
+    ])
+
+
+@app.callback(Output('loading-output-1', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(
+    Output("loading-output-2", "children"),
+    [dash.dependencies.Input('button', 'n_clicks')],
+    [dash.dependencies.State('signature-input', 'value'),
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('population-input', 'value')])
+def update_output(n_clicks, signature, cpu, population):
+   
+    global expression, result, pValues, tableMetrics
+    
+    if n_clicks is not None:
+        
+        if signature == 'LM22':
+            X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0)
+        elif signature == 'TIL10':
+            X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0)
+        
+        Y = pd.read_excel(expression, sheet_name = 0) 
+        
+        if __name__ == '__main__':            
+            result, pValues = Mixture.Mixture(X, Y , cpu, population, '')
+            
+            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+            
+        children = [            
+            dcc.Tabs(id='tabs2', value='tab2-1', children=[
+                dcc.Tab(label='Download', value='tab2-1'),
+                dcc.Tab(label='Tables', value='tab2-2'),
+                dcc.Tab(label='Plots', value='tab2-3'),
+            ]),
+            html.Div(id='tabs2-content')
+        ]
+        
+        return children
+    
+@app.server.route('/download_result/')
+def download_excel ():
+    
+    global result, pValues, filename_expression
+    
+    strIO = io.BytesIO()
+    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
+    result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
+    result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
+    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')        
+    pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
+    excel_writer.save()
+    excel_data = strIO.getvalue()
+    strIO.seek(0)  
+    
+    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)
+
+#@app.callback(
+#    dash.dependencies.Output('button', 'style'),
+#    [dash.dependencies.Input('button', 'n_clicks'),
+#    Input('upload-data', 'contents')])
+#def update_output_hidden_button(n_clicks, contents):
+#    if n_clicks is not None:
+#        return {'display': 'none'}
+#    if contents is not None:
+#        return {'display': 'block'}
+
+@app.callback(
+    dash.dependencies.Output('output-processing', 'children'), 
+    [dash.dependencies.Input('button', 'n_clicks')],
+    [dash.dependencies.State('signature-input', 'value'),
+    dash.dependencies.State('population-input', 'value')])
+def input_triggers_spinner_2(value, signature, population):
+    if value is not None:
+        children = [
+            #html.P('Processing data...', style = {
+            #    'margin-top': '10px'
+            #}),
+            #html.P('Signature: ' + str(signature), style = {
+            #    'margin-top': '10px'
+            #}),
+            #html.P('Population based : ' + str(population), style = {
+            #    'margin-top': '10px'
+            #})
+        ]
+        #return children
+
+if __name__ == '__main__':
+    app.run_server(debug=True)
\ No newline at end of file
diff --git a/app/server.py b/app/server.py
new file mode 100644
index 0000000..6a18053
--- /dev/null
+++ b/app/server.py
@@ -0,0 +1,5 @@
+from waitress import serve
+
+from app import server
+
+serve(server)
\ No newline at end of file
diff --git a/app/setup.py b/app/setup.py
new file mode 100644
index 0000000..13b9eb3
--- /dev/null
+++ b/app/setup.py
@@ -0,0 +1,30 @@
+from setuptools import find_packages
+from cx_Freeze import setup, Executable
+
+
+options = {
+    'build_exe': {
+        'includes': [
+            'cx_Logging', 'idna',
+        ],
+        'packages': [
+            'asyncio', 'flask', 'jinja2', 'dash', 'plotly', 'waitress'
+        ],
+        'excludes': ['tkinter']
+    }
+}
+
+executables = [
+    Executable('server.py',
+               base='console',
+               targetName='halliburton_dash_rig.exe')
+]
+
+setup(
+    name='halliburton_dash_rig',
+    packages=find_packages(),
+    version='0.4.0',
+    description='rig',
+    executables=executables,
+    options=options
+)
\ No newline at end of file

From d6b41cd86928f01c63c816c334ed5bb8d9f521b6 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 17:10:57 -0300
Subject: [PATCH 04/52] hooks

---
 MixturePy.py                          |   2 +-
 MixturePy.spec                        |  16 ++++++++++------
 __pycache__/MixturePy.cpython-36.pyc  | Bin 9522 -> 9552 bytes
 __pycache__/hook-scipy.cpython-36.pyc | Bin 0 -> 199 bytes
 app/__pycache__/app.cpython-36.pyc    | Bin 0 -> 9520 bytes
 app/setup.py                          |  15 +++++++++++----
 hook-scipy.py                         |   2 ++
 hook-sklearn.py                       |   2 ++
 8 files changed, 26 insertions(+), 11 deletions(-)
 create mode 100644 __pycache__/hook-scipy.cpython-36.pyc
 create mode 100644 app/__pycache__/app.cpython-36.pyc
 create mode 100644 hook-scipy.py
 create mode 100644 hook-sklearn.py

diff --git a/MixturePy.py b/MixturePy.py
index b34d0fe..8ccbb3c 100644
--- a/MixturePy.py
+++ b/MixturePy.py
@@ -442,4 +442,4 @@ def input_triggers_spinner_2(value, signature, population):
         #return children
 
 if __name__ == '__main__':
-    app.run_server(debug=True)
\ No newline at end of file
+    app.run_server(debug=True, host='0.0.0.0', port=8050)
\ No newline at end of file
diff --git a/MixturePy.spec b/MixturePy.spec
index f16b4e1..addf276 100644
--- a/MixturePy.spec
+++ b/MixturePy.spec
@@ -8,7 +8,7 @@ a = Analysis(['MixturePy.py'],
              binaries=[],
              datas=[],
              hiddenimports=[],
-             hookspath=[],
+             hookspath=['.'],
              runtime_hooks=[],
              excludes=[],
              win_no_prefer_redirects=False,
@@ -19,15 +19,19 @@ pyz = PYZ(a.pure, a.zipped_data,
              cipher=block_cipher)
 exe = EXE(pyz,
           a.scripts,
-          a.binaries,
-          a.zipfiles,
-          a.datas,
           [],
+          exclude_binaries=True,
           name='MixturePy',
           debug=False,
           bootloader_ignore_signals=False,
           strip=False,
           upx=True,
-          upx_exclude=[],
-          runtime_tmpdir=None,
           console=True )
+coll = COLLECT(exe,
+               a.binaries,
+               a.zipfiles,
+               a.datas,
+               strip=False,
+               upx=True,
+               upx_exclude=[],
+               name='MixturePy')
diff --git a/__pycache__/MixturePy.cpython-36.pyc b/__pycache__/MixturePy.cpython-36.pyc
index e24e99531addaee513ab4fa923316ff5361646f0..51b1cefbdc5256713ca19b7e3e5f1875cb6795af 100644
GIT binary patch
delta 114
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new file mode 100644
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HcmV?d00001

diff --git a/app/setup.py b/app/setup.py
index 13b9eb3..b97ec23 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -1,3 +1,4 @@
+import sys
 from setuptools import find_packages
 from cx_Freeze import setup, Executable
 
@@ -14,17 +15,23 @@
     }
 }
 
+base = None
+if sys.platform == "win32":
+    base = "console"
+else:
+    base = ".py"
+
+
 executables = [
     Executable('server.py',
-               base='console',
-               targetName='halliburton_dash_rig.exe')
+               base=base)
 ]
 
 setup(
-    name='halliburton_dash_rig',
+    name='MixturePy',
     packages=find_packages(),
     version='0.4.0',
     description='rig',
     executables=executables,
     options=options
-)
\ No newline at end of file
+)
diff --git a/hook-scipy.py b/hook-scipy.py
new file mode 100644
index 0000000..b675a70
--- /dev/null
+++ b/hook-scipy.py
@@ -0,0 +1,2 @@
+from hooks import collect_submodules
+hiddenimports = collect_submodules('scipy') 
diff --git a/hook-sklearn.py b/hook-sklearn.py
new file mode 100644
index 0000000..cf20824
--- /dev/null
+++ b/hook-sklearn.py
@@ -0,0 +1,2 @@
+from hooks import collect_submodules
+hiddenimports = collect_submodules('sklearn') 

From e31c98a21b4b6f3cc579bb4f6091586c4d38ebe6 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 17:19:48 -0300
Subject: [PATCH 05/52] test pyinstall

---
 __pycache__/hook-scipy.cpython-36.pyc   | Bin 199 -> 217 bytes
 __pycache__/hook-sklearn.cpython-36.pyc | Bin 0 -> 221 bytes
 hook-scipy.py                           |   2 +-
 hook-sklearn.py                         |   2 +-
 4 files changed, 2 insertions(+), 2 deletions(-)
 create mode 100644 __pycache__/hook-sklearn.cpython-36.pyc

diff --git a/__pycache__/hook-scipy.cpython-36.pyc b/__pycache__/hook-scipy.cpython-36.pyc
index a27ec5fdb4f2b67ada0a7a8516419f69b65e7956..39553d99f9528f14c68eca87391fb52420f10b3d 100644
GIT binary patch
delta 75
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ecr!9nQd09Wa|`l|N{Ux96tMzDi&!Ui+5rH*wixpO

delta 33
pcmcb~c$|^bn3tF9l+mKtpoyF@Ot)AkR?4ukF)%O`u}z$92LPn)2|EA)

diff --git a/__pycache__/hook-sklearn.cpython-36.pyc b/__pycache__/hook-sklearn.cpython-36.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..5b6871fdc33e0be8306c612ec2a6f391ff7f64d4
GIT binary patch
literal 221
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zljS8)mO+#8mQZqjPEKlaNqli>Qf_`qX-;bKE%xH<oYcgkJU>n5DDi+w&%EN2M4+M~
zz0#7*oMOF<{QT_VB9J||cr!9nQd09Wa|`l|N{Ux96tMzD!Ne~${fzwFRQ=q<lFY<n
nec#NAlG38ofJ&ffezq>u0=<IDTO2kJYwZ|;T8lxZ@-PAbj+i|1

literal 0
HcmV?d00001

diff --git a/hook-scipy.py b/hook-scipy.py
index b675a70..2ab1be0 100644
--- a/hook-scipy.py
+++ b/hook-scipy.py
@@ -1,2 +1,2 @@
-from hooks import collect_submodules
+from PyInstaller.utils.hooks import collect_submodules
 hiddenimports = collect_submodules('scipy') 
diff --git a/hook-sklearn.py b/hook-sklearn.py
index cf20824..733debd 100644
--- a/hook-sklearn.py
+++ b/hook-sklearn.py
@@ -1,2 +1,2 @@
-from hooks import collect_submodules
+from PyInstaller.utils.hooks import collect_submodules
 hiddenimports = collect_submodules('sklearn') 

From 08f7ee1ea4209cca85f2ad80930992443957e9e6 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 17:35:02 -0300
Subject: [PATCH 06/52] requirements

---
 .gitignore                              |   4 ++++
 MixturePy.spec                          |  16 ++++++----------
 __pycache__/MixturePy.cpython-37.pyc    | Bin 0 -> 9565 bytes
 __pycache__/hook-scipy.cpython-37.pyc   | Bin 0 -> 241 bytes
 __pycache__/hook-sklearn.cpython-37.pyc | Bin 0 -> 245 bytes
 app/__pycache__/app.cpython-37.pyc      | Bin 0 -> 9533 bytes
 requirements.txt                        |   6 ++++++
 7 files changed, 16 insertions(+), 10 deletions(-)
 create mode 100644 __pycache__/MixturePy.cpython-37.pyc
 create mode 100644 __pycache__/hook-scipy.cpython-37.pyc
 create mode 100644 __pycache__/hook-sklearn.cpython-37.pyc
 create mode 100644 app/__pycache__/app.cpython-37.pyc
 create mode 100644 requirements.txt

diff --git a/.gitignore b/.gitignore
index 57a6e7c..9687ed3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,7 @@
 #Ignore dist and build folder
 build/
 dist/
+app/dist/
+app/build/
+
+MixturePy.spec
\ No newline at end of file
diff --git a/MixturePy.spec b/MixturePy.spec
index addf276..67a0d2b 100644
--- a/MixturePy.spec
+++ b/MixturePy.spec
@@ -4,7 +4,7 @@ block_cipher = None
 
 
 a = Analysis(['MixturePy.py'],
-             pathex=['/home/matias/MixturePy'],
+             pathex=['C:\\Users\\MIRIAM\\Documents\\GitHub\\MixturePy'],
              binaries=[],
              datas=[],
              hiddenimports=[],
@@ -19,19 +19,15 @@ pyz = PYZ(a.pure, a.zipped_data,
              cipher=block_cipher)
 exe = EXE(pyz,
           a.scripts,
+          a.binaries,
+          a.zipfiles,
+          a.datas,
           [],
-          exclude_binaries=True,
           name='MixturePy',
           debug=False,
           bootloader_ignore_signals=False,
           strip=False,
           upx=True,
+          upx_exclude=[],
+          runtime_tmpdir=None,
           console=True )
-coll = COLLECT(exe,
-               a.binaries,
-               a.zipfiles,
-               a.datas,
-               strip=False,
-               upx=True,
-               upx_exclude=[],
-               name='MixturePy')
diff --git a/__pycache__/MixturePy.cpython-37.pyc b/__pycache__/MixturePy.cpython-37.pyc
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diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..d3603b5
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+dash
+dash-core-components
+dash-html-components
+cx_Freeze
+cx_Logging
+waitress
\ No newline at end of file

From 6592a66af2147326959163bb4cc522623f14e695 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 18:34:45 -0300
Subject: [PATCH 07/52] App beta

---
 app/__pycache__/app.cpython-36.pyc | Bin 9520 -> 0 bytes
 app/__pycache__/app.cpython-37.pyc | Bin 9533 -> 0 bytes
 app/assets/css/main.css            | 416 +++++++++++++++++++++++++++++
 app/assets/img/logo_mixture.png    | Bin 0 -> 16210 bytes
 app/setup.py                       |  15 +-
 requirements.txt                   |   3 +-
 6 files changed, 429 insertions(+), 5 deletions(-)
 delete mode 100644 app/__pycache__/app.cpython-36.pyc
 delete mode 100644 app/__pycache__/app.cpython-37.pyc
 create mode 100644 app/assets/css/main.css
 create mode 100644 app/assets/img/logo_mixture.png

diff --git a/app/__pycache__/app.cpython-36.pyc b/app/__pycache__/app.cpython-36.pyc
deleted file mode 100644
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GIT binary patch
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diff --git a/app/assets/css/main.css b/app/assets/css/main.css
new file mode 100644
index 0000000..b249e9a
--- /dev/null
+++ b/app/assets/css/main.css
@@ -0,0 +1,416 @@
+/* Table of contents
+––––––––––––––––––––––––––––––––––––––––––––––––––
+- Plotly.js
+- Grid
+- Base Styles
+- Typography
+- Links
+- Buttons
+- Forms
+- Lists
+- Code
+- Tables
+- Spacing
+- Utilities
+- Clearing
+- Media Queries
+*/
+
+/* PLotly.js 
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+/* plotly.js's modebar's z-index is 1001 by default
+ * https://github.com/plotly/plotly.js/blob/7e4d8ab164258f6bd48be56589dacd9bdd7fded2/src/css/_modebar.scss#L5
+ * In case a dropdown is above the graph, the dropdown's options
+ * will be rendered below the modebar
+ * Increase the select option's z-index
+ */
+
+/* This was actually not quite right -
+   dropdowns were overlapping each other (edited October 26)
+
+.Select {
+    z-index: 1002;
+}*/
+
+
+/* Grid
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+.container {
+  position: relative;
+  width: 100%;
+  max-width: 960px;
+  margin: 0 auto;
+  padding: 0 20px;
+  box-sizing: border-box; }
+.column,
+.columns {
+  width: 100%;
+  float: left;
+  box-sizing: border-box; }
+
+/* For devices larger than 400px */
+@media (min-width: 400px) {
+  .container {
+    width: 85%;
+    padding: 0; }
+}
+
+/* For devices larger than 550px */
+@media (min-width: 550px) {
+  .container {
+    width: 80%; }
+  .column,
+  .columns {
+    margin-left: 4%; }
+  .column:first-child,
+  .columns:first-child {
+    margin-left: 0; }
+
+  .one.column,
+  .one.columns                    { width: 4.66666666667%; }
+  .two.columns                    { width: 13.3333333333%; }
+  .three.columns                  { width: 22%;            }
+  .four.columns                   { width: 30.6666666667%; }
+  .five.columns                   { width: 39.3333333333%; }
+  .six.columns                    { width: 48%;            }
+  .seven.columns                  { width: 56.6666666667%; }
+  .eight.columns                  { width: 65.3333333333%; }
+  .nine.columns                   { width: 74.0%;          }
+  .ten.columns                    { width: 82.6666666667%; }
+  .eleven.columns                 { width: 91.3333333333%; }
+  .twelve.columns                 { width: 100%; margin-left: 0; }
+
+  .one-third.column               { width: 30.6666666667%; }
+  .two-thirds.column              { width: 65.3333333333%; }
+
+  .one-half.column                { width: 48%; }
+
+  /* Offsets */
+  .offset-by-one.column,
+  .offset-by-one.columns          { margin-left: 8.66666666667%; }
+  .offset-by-two.column,
+  .offset-by-two.columns          { margin-left: 17.3333333333%; }
+  .offset-by-three.column,
+  .offset-by-three.columns        { margin-left: 26%;            }
+  .offset-by-four.column,
+  .offset-by-four.columns         { margin-left: 34.6666666667%; }
+  .offset-by-five.column,
+  .offset-by-five.columns         { margin-left: 43.3333333333%; }
+  .offset-by-six.column,
+  .offset-by-six.columns          { margin-left: 52%;            }
+  .offset-by-seven.column,
+  .offset-by-seven.columns        { margin-left: 60.6666666667%; }
+  .offset-by-eight.column,
+  .offset-by-eight.columns        { margin-left: 69.3333333333%; }
+  .offset-by-nine.column,
+  .offset-by-nine.columns         { margin-left: 78.0%;          }
+  .offset-by-ten.column,
+  .offset-by-ten.columns          { margin-left: 86.6666666667%; }
+  .offset-by-eleven.column,
+  .offset-by-eleven.columns       { margin-left: 95.3333333333%; }
+
+  .offset-by-one-third.column,
+  .offset-by-one-third.columns    { margin-left: 34.6666666667%; }
+  .offset-by-two-thirds.column,
+  .offset-by-two-thirds.columns   { margin-left: 69.3333333333%; }
+
+  .offset-by-one-half.column,
+  .offset-by-one-half.columns     { margin-left: 52%; }
+
+}
+
+
+/* Base Styles
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+/* NOTE
+html is set to 62.5% so that all the REM measurements throughout Skeleton
+are based on 10px sizing. So basically 1.5rem = 15px :) */
+html {
+  font-size: 62.5%; }
+body {
+  background-color: #F7F7F7;
+  font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */
+  line-height: 1.6;
+  font-weight: 400;
+  font-family: "Open Sans", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif;
+  color: rgb(50, 50, 50); }
+
+
+/* Typography
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+h1, h2, h3, h4, h5, h6 {
+  margin-top: 0;
+  margin-bottom: 0;
+  font-weight: 300; }
+h1 { font-size: 4.5rem; line-height: 1.2;  letter-spacing: -.1rem; margin-bottom: 2rem; }
+h2 { font-size: 3.6rem; line-height: 1.25; letter-spacing: -.1rem; margin-bottom: 1.8rem; margin-top: 1.8rem;}
+h3 { font-size: 3.0rem; line-height: 1.3;  letter-spacing: -.1rem; margin-bottom: 1.5rem; margin-top: 1.5rem;}
+h4 { font-size: 2.6rem; line-height: 1.35; letter-spacing: -.08rem; margin-bottom: 1.2rem; margin-top: 1.2rem;}
+h5 { font-size: 2.2rem; line-height: 1.5;  letter-spacing: -.05rem; margin-bottom: 0.6rem; margin-top: 0.6rem;}
+h6 { font-size: 2.0rem; line-height: 1.6;  letter-spacing: 0; margin-bottom: 0.75rem; margin-top: 0.75rem;}
+
+p {
+  margin-top: 0; }
+
+
+/* Blockquotes
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+blockquote {
+  border-left: 4px lightgrey solid;
+  padding-left: 1rem;
+  margin-top: 2rem;
+  margin-bottom: 2rem;
+  margin-left: 0rem;
+}
+
+
+/* Links
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+a {
+  color: #1EAEDB; 
+  text-decoration: underline;
+  cursor: pointer;}
+a:hover {
+  color: #0FA0CE; }
+
+
+/* Buttons
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+.button,
+button,
+input[type="submit"],
+input[type="reset"],
+input[type="button"] {
+  display: inline-block;
+  height: 38px;
+  padding: 0 30px;
+  color: #555;
+  text-align: center;
+  font-size: 11px;
+  font-weight: 600;
+  line-height: 38px;
+  letter-spacing: .1rem;
+  text-transform: uppercase;
+  text-decoration: none;
+  white-space: nowrap;
+  background-color: transparent;
+  border-radius: 4px;
+  border: 1px solid #bbb;
+  cursor: pointer;
+  box-sizing: border-box; }
+.button:hover,
+button:hover,
+input[type="submit"]:hover,
+input[type="reset"]:hover,
+input[type="button"]:hover,
+.button:focus,
+button:focus,
+input[type="submit"]:focus,
+input[type="reset"]:focus,
+input[type="button"]:focus {
+  color: #333;
+  border-color: #888;
+  outline: 0; }
+.button.button-primary,
+button.button-primary,
+input[type="submit"].button-primary,
+input[type="reset"].button-primary,
+input[type="button"].button-primary {
+  color: #FFF;
+  background-color: #33C3F0;
+  border-color: #33C3F0; }
+.button.button-primary:hover,
+button.button-primary:hover,
+input[type="submit"].button-primary:hover,
+input[type="reset"].button-primary:hover,
+input[type="button"].button-primary:hover,
+.button.button-primary:focus,
+button.button-primary:focus,
+input[type="submit"].button-primary:focus,
+input[type="reset"].button-primary:focus,
+input[type="button"].button-primary:focus {
+  color: #FFF;
+  background-color: #1EAEDB;
+  border-color: #1EAEDB; }
+
+
+/* Forms
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+input[type="email"],
+input[type="number"],
+input[type="search"],
+input[type="text"],
+input[type="tel"],
+input[type="url"],
+input[type="password"],
+textarea,
+select {
+  height: 38px;
+  padding: 6px 10px; /* The 6px vertically centers text on FF, ignored by Webkit */
+  background-color: #fff;
+  border: 1px solid #D1D1D1;
+  border-radius: 4px;
+  box-shadow: none;
+  box-sizing: border-box; 
+  font-family: inherit;
+  font-size: inherit; /*https://stackoverflow.com/questions/6080413/why-doesnt-input-inherit-the-font-from-body*/}
+/* Removes awkward default styles on some inputs for iOS */
+input[type="email"],
+input[type="number"],
+input[type="search"],
+input[type="text"],
+input[type="tel"],
+input[type="url"],
+input[type="password"],
+textarea {
+  -webkit-appearance: none;
+     -moz-appearance: none;
+          appearance: none; }
+textarea {
+  min-height: 65px;
+  padding-top: 6px;
+  padding-bottom: 6px; }
+input[type="email"]:focus,
+input[type="number"]:focus,
+input[type="search"]:focus,
+input[type="text"]:focus,
+input[type="tel"]:focus,
+input[type="url"]:focus,
+input[type="password"]:focus,
+textarea:focus,
+select:focus {
+  border: 1px solid #33C3F0;
+  outline: 0; }
+label,
+legend {
+  display: block;
+  margin-bottom: 0px; }
+fieldset {
+  padding: 0;
+  border-width: 0; }
+input[type="checkbox"],
+input[type="radio"] {
+  display: inline; }
+label > .label-body {
+  display: inline-block;
+  margin-left: .5rem;
+  font-weight: normal; }
+
+
+/* Lists
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+ul {
+  list-style: circle inside; }
+ol {
+  list-style: decimal inside; }
+ol, ul {
+  padding-left: 0;
+  margin-top: 0; }
+ul ul,
+ul ol,
+ol ol,
+ol ul {
+  margin: 1.5rem 0 1.5rem 3rem;
+  font-size: 90%; }
+li {
+  margin-bottom: 1rem; }
+
+
+/* Tables
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+table {
+  border-collapse: collapse;
+}
+th:not(.CalendarDay),
+td:not(.CalendarDay) {
+  padding: 12px 15px;
+  text-align: left;
+  border-bottom: 1px solid #E1E1E1; }
+th:first-child:not(.CalendarDay),
+td:first-child:not(.CalendarDay) {
+  padding-left: 0; }
+th:last-child:not(.CalendarDay),
+td:last-child:not(.CalendarDay) {
+  padding-right: 0; }
+
+
+/* Spacing
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+button,
+.button {
+  margin-bottom: 0rem; }
+input,
+textarea,
+select,
+fieldset {
+  margin-bottom: 0rem; }
+pre,
+dl,
+figure,
+table,
+form {
+  margin-bottom: 0rem; }
+p,
+ul,
+ol {
+  margin-bottom: 0.75rem; }
+
+/* Utilities
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+.u-full-width {
+  width: 100%;
+  box-sizing: border-box; }
+.u-max-full-width {
+  max-width: 100%;
+  box-sizing: border-box; }
+.u-pull-right {
+  float: right; }
+.u-pull-left {
+  float: left; }
+
+
+/* Misc
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+hr {
+  margin-top: 3rem;
+  margin-bottom: 3.5rem;
+  border-width: 0;
+  border-top: 1px solid #E1E1E1; }
+
+
+/* Clearing
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+
+/* Self Clearing Goodness */
+.container:after,
+.row:after,
+.u-cf {
+  content: "";
+  display: table;
+  clear: both; }
+
+
+/* Media Queries
+–––––––––––––––––––––––––––––––––––––––––––––––––– */
+/*
+Note: The best way to structure the use of media queries is to create the queries
+near the relevant code. For example, if you wanted to change the styles for buttons
+on small devices, paste the mobile query code up in the buttons section and style it
+there.
+*/
+
+
+/* Larger than mobile */
+@media (min-width: 400px) {}
+
+/* Larger than phablet (also point when grid becomes active) */
+@media (min-width: 550px) {}
+
+/* Larger than tablet */
+@media (min-width: 750px) {}
+
+/* Larger than desktop */
+@media (min-width: 1000px) {}
+
+/* Larger than Desktop HD */
+@media (min-width: 1200px) {}
\ No newline at end of file
diff --git a/app/assets/img/logo_mixture.png b/app/assets/img/logo_mixture.png
new file mode 100644
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HcmV?d00001

diff --git a/app/setup.py b/app/setup.py
index b97ec23..5a783c7 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -9,9 +9,15 @@
             'cx_Logging', 'idna',
         ],
         'packages': [
-            'asyncio', 'flask', 'jinja2', 'dash', 'plotly', 'waitress'
+            'asyncio', 'flask', 'jinja2', 'dash', 'plotly', 'waitress', 'scipy.signal', 'scipy.sparse',  'scipy.integrate', 'xlsxwriter'
         ],
-        'excludes': ['tkinter']
+        'excludes': [
+            'tkinter', 'scipy.spatial.cKDTree'
+        ],
+        'include_files': [
+            'assets/',
+            'data/'
+        ]
     }
 }
 
@@ -24,13 +30,14 @@
 
 executables = [
     Executable('server.py',
-               base=base)
+               base=base,
+               targetName='MixturePy.exe')
 ]
 
 setup(
     name='MixturePy',
     packages=find_packages(),
-    version='0.4.0',
+    version='0.5.0',
     description='rig',
     executables=executables,
     options=options
diff --git a/requirements.txt b/requirements.txt
index d3603b5..c85d9b4 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,4 +3,5 @@ dash-core-components
 dash-html-components
 cx_Freeze
 cx_Logging
-waitress
\ No newline at end of file
+waitress
+Mixture
\ No newline at end of file

From 3d51743de40e53ff7dce82b93edb04b61b61e798 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 20:25:44 -0300
Subject: [PATCH 08/52] data files

---
 app/data/LM22Signature.xlsx   | Bin 0 -> 131303 bytes
 app/data/TIL10_signature.xlsx | Bin 0 -> 28578 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 app/data/LM22Signature.xlsx
 create mode 100644 app/data/TIL10_signature.xlsx

diff --git a/app/data/LM22Signature.xlsx b/app/data/LM22Signature.xlsx
new file mode 100644
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literal 0
HcmV?d00001


From f921219ff15ce652c158bc4bda3ad1b57e83c20c Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 20:26:56 -0300
Subject: [PATCH 09/52] fix setup app

---
 app/setup.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/app/setup.py b/app/setup.py
index 5a783c7..584e96f 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -27,12 +27,18 @@
 else:
     base = ".py"
 
-
-executables = [
+if sys.platform == "win32":
+    executables = [
     Executable('server.py',
                base=base,
                targetName='MixturePy.exe')
 ]
+else:
+    executables = [
+    Executable('server.py',
+               base=base)
+]
+
 
 setup(
     name='MixturePy',

From 446393983d638499b548e34f6e0e652954ecd383 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 20:28:32 -0300
Subject: [PATCH 10/52] fix setup app

---
 app/setup.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/app/setup.py b/app/setup.py
index 584e96f..6985f3e 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -35,8 +35,7 @@
 ]
 else:
     executables = [
-    Executable('server.py',
-               base=base)
+    Executable('server.py')
 ]
 
 

From 6cab8c671bee1840d631da2a4c25c065f6617656 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 20:29:19 -0300
Subject: [PATCH 11/52] fix setup app

---
 app/setup.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/app/setup.py b/app/setup.py
index 6985f3e..e1ef3c3 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -27,6 +27,8 @@
 else:
     base = ".py"
 
+print(base)
+
 if sys.platform == "win32":
     executables = [
     Executable('server.py',

From 55228da41613a37c1cd0161c1db28b506f725913 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 20:29:56 -0300
Subject: [PATCH 12/52] fix setup app

---
 app/setup.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/app/setup.py b/app/setup.py
index e1ef3c3..bf6df2c 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -24,8 +24,6 @@
 base = None
 if sys.platform == "win32":
     base = "console"
-else:
-    base = ".py"
 
 print(base)
 

From 969e50f1ac6ee622c375d20a3a687e5876ac9e0e Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sat, 12 Oct 2019 21:10:12 -0300
Subject: [PATCH 13/52] fix port

---
 .vscode/settings.json | 2 +-
 app/app.py            | 2 +-
 app/setup.py          | 2 --
 3 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/.vscode/settings.json b/.vscode/settings.json
index d9b8026..8d6fe70 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,3 +1,3 @@
 {
-    "python.pythonPath": "C:\\Users\\Matias\\Anaconda3\\python.exe"
+    "python.pythonPath": "C:\\Users\\MIRIAM\\Miniconda3\\python.exe"
 }
\ No newline at end of file
diff --git a/app/app.py b/app/app.py
index b34d0fe..95d6dbf 100644
--- a/app/app.py
+++ b/app/app.py
@@ -442,4 +442,4 @@ def input_triggers_spinner_2(value, signature, population):
         #return children
 
 if __name__ == '__main__':
-    app.run_server(debug=True)
\ No newline at end of file
+    app.run_server(debug=True, port=8050)
\ No newline at end of file
diff --git a/app/setup.py b/app/setup.py
index bf6df2c..72d44a1 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -25,8 +25,6 @@
 if sys.platform == "win32":
     base = "console"
 
-print(base)
-
 if sys.platform == "win32":
     executables = [
     Executable('server.py',

From 7a67b302c1a41dbb079ec8807b1d38d8f100b373 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Sun, 13 Oct 2019 05:01:55 -0300
Subject: [PATCH 14/52] fix html css

---
 .vscode/settings.json |  2 +-
 Mixture/setup.py      |  2 --
 app/app.py            | 63 ++++++++++++++++++++++++++-----------------
 3 files changed, 40 insertions(+), 27 deletions(-)

diff --git a/.vscode/settings.json b/.vscode/settings.json
index 8d6fe70..f9aefaa 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,3 +1,3 @@
 {
-    "python.pythonPath": "C:\\Users\\MIRIAM\\Miniconda3\\python.exe"
+    "python.pythonPath": "C:\\Users\\MIRIAM\\Miniconda3\\envs\\workshop\\python.exe"
 }
\ No newline at end of file
diff --git a/Mixture/setup.py b/Mixture/setup.py
index 976cbe9..5b5bc5d 100644
--- a/Mixture/setup.py
+++ b/Mixture/setup.py
@@ -11,8 +11,6 @@
             'pandas',
             'numpy',
             'sklearn',
-            'rpy2'
-            'multiprocessing',
             'joblib'          
       ],
       zip_safe=False)
\ No newline at end of file
diff --git a/app/app.py b/app/app.py
index 95d6dbf..69c3fce 100644
--- a/app/app.py
+++ b/app/app.py
@@ -3,6 +3,8 @@
 import io
 import Mixture
 import multiprocessing
+import sys
+import os
 
 import numpy as np
 
@@ -33,13 +35,33 @@
 app.config['suppress_callback_exceptions'] = True
 app.css.config.serve_locally = True
 
+
+urlCss = './assets/css/main.css'
+urlLogo = './assets/img/logo_mixture.png'
+urlTil10 = 'data/TIL10_signature.xlsx'
+urlLm22 = 'data/LM22Signature.xlsx'
+
+def find_data_file(filename):
+    if getattr(sys, 'frozen', False):
+        # The application is frozen
+        datadir = os.path.dirname(sys.executable)
+    else:
+        # The application is not frozen
+        # Change this bit to match where you store your data files:
+        datadir = os.path.dirname(__file__)
+    return os.path.join(datadir, filename)
+
+#urlLogo = find_data_file(urlLogo)
+
+#print(urlLogo.replace('\\', '/'))
+
 app.layout = html.Div([
     html.Link(
         rel='stylesheet',
-        href='/assets/css/main.css'
+        href=urlCss
     ),
     html.Div([
-      html.Img(src='assets/img/logo_mixture.png', style = {
+      html.Img(src=urlLogo, style = {
           'width': '300px'
       }),
       #html.H2('MIXTURE'),
@@ -107,15 +129,10 @@
             '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
             'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
             'margin': '0px',
-            'flex': '1',
-            'height':'100%',
             'background-color': '#FFFFFF',
             'padding': '20px',
             'border-radius': '5px',
-            'display': '-webkit-flex',
-            '-webkit-flex-direction': 'column',
-            'display': 'flex',
-            'flex-direction': 'column',
+            'max-width': '20vw'
     }),
     html.Div([
         html.Div(id='output-processing'),
@@ -126,26 +143,19 @@
             'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
             'margin': '0px',
             'margin-left': '10px',
-            'flex': '3',
-            'height':'100%',
             'background-color': '#FFFFFF',
             'padding': '20px',
             'border-radius': '5px',
-            'display': '-webkit-flex',
-            '-webkit-flex-direction': 'column',
-            'display': 'flex',
-            'flex-direction': 'column',
+            'width': '80vw',
+            'max-width': '80vw'
     })
     ], style = {
         'width':'100%',
         'height':'100%',
-        'display': '-webkit-flex',
-        '-webkit-flex-direction': 'row',
-        'display': 'flex',
-        'flex-wrap': 'wrap',
-        'flex-direction': 'row',
         'margin': '0px',
         'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
 })
 ], style = {
         'width':'100%',
@@ -366,18 +376,23 @@ def update_output(list_of_contents, list_of_names, list_of_dates):
      dash.dependencies.State('population-input', 'value')])
 def update_output(n_clicks, signature, cpu, population):
    
-    global expression, result, pValues, tableMetrics
+    global expression, result, pValues, tableMetrics, urlLm22, urlTil10
     
     if n_clicks is not None:
         
         if signature == 'LM22':
-            X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0)
+            X = pd.read_excel(find_data_file(urlLm22), sheet_name = 0)
         elif signature == 'TIL10':
-            X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0)
+            X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
         
         Y = pd.read_excel(expression, sheet_name = 0) 
+
+        print('PRUEBA-------------------------------------')
+        print(__name__)
         
-        if __name__ == '__main__':            
+        #if __name__ == '__main__':            
+        #if __name__ == 'app':
+        if True:
             result, pValues = Mixture.Mixture(X, Y , cpu, population, '')
             
             metrics = result.Subjects[0].ACCmetrix[0].reset_index()
@@ -442,4 +457,4 @@ def input_triggers_spinner_2(value, signature, population):
         #return children
 
 if __name__ == '__main__':
-    app.run_server(debug=True, port=8050)
\ No newline at end of file
+    app.run_server(debug=True, port=8080)
\ No newline at end of file

From 58f53c1a5e9b52a092a24a68ed34021056d489a0 Mon Sep 17 00:00:00 2001
From: Matias Samuel Miranda <matias.miranda.ms@gmail.com>
Date: Sun, 13 Oct 2019 16:43:13 -0300
Subject: [PATCH 15/52] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a058e36..7ead0b4 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # MIXTUREpy
 
-A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures en python
+A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures in python
 
 Since the significant impact of immunotherapy in cancer, the estimation of the immune cell-type proportions present in a tumor becomes crucial. Currently, the deconvolution of the cell mixture content of a tumor is carried out by different analytic tools, yet the accuracy of inferred cell type proportions has room for improvement. We improve tumor immune environment characterization developing MIXTURE, an analytical method based on a noise constrained recursive variable selection for a support vector regression
 

From 3529810732a78ddeff5471220a7d028788885ecd Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 15 Oct 2019 09:57:11 -0300
Subject: [PATCH 16/52] change mixture permutation

---
 Mixture/Mixture/Utils.py    |  5 +--
 Mixture/Mixture/__init__.py | 61 ++++++++++++++++++++++---------------
 app/app.py                  |  2 ++
 3 files changed, 42 insertions(+), 26 deletions(-)
 mode change 100644 => 100755 app/app.py

diff --git a/Mixture/Mixture/Utils.py b/Mixture/Mixture/Utils.py
index 0d61302..2a6efc4 100644
--- a/Mixture/Mixture/Utils.py
+++ b/Mixture/Mixture/Utils.py
@@ -27,6 +27,7 @@ def generateXlsx (result, pValues, nameFile):
         with pd.ExcelWriter( nameFile + '.xlsx') as writer:
             result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
             result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
-            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')        
-            pValues.to_excel(writer, sheet_name='Pvalues')
+            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')
+            if pValues is not None:
+                pValues.to_excel(writer, sheet_name='Pvalues')
             result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
diff --git a/Mixture/Mixture/__init__.py b/Mixture/Mixture/__init__.py
index 45c1978..c3c1b6b 100644
--- a/Mixture/Mixture/__init__.py
+++ b/Mixture/Mixture/__init__.py
@@ -35,42 +35,55 @@ def Mixture (X, Y, cores = 1, iter = 100, nameFile = 'output'):
   
     matRand = list()
 
-    print('Creating population (Count: ' + str(iter) + ')...')
+    if iter > 0:
 
-    matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
+        print('Creating population (Count: ' + str(iter) + ')...')
 
-    #for i in range(iter):
-    #    matRand.append(Utils.sampleRandom(Y, i, 1))
+        matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
 
-    print('Finish creating population')
+        #for i in range(iter):
+        #    matRand.append(Utils.sampleRandom(Y, i, 1))
 
-    matRand = map(list, zip(*matRand))
-    matRand = pd.DataFrame(matRand, Y['Gene symbol'])
-    matRand.reset_index(drop=True, inplace=True)
-    matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
+        print('Finish creating population')
 
-    print('Finish')
+        matRand = map(list, zip(*matRand))
+        matRand = pd.DataFrame(matRand, Y['Gene symbol'])
+        matRand.reset_index(drop=True, inplace=True)
+        matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
 
-    print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
-    # Run Mixer Function with Random Matrix
-    outMix = Mixer(X, matRand, cores)
+        print('Finish')
 
-    #geneList = pd.DataFrame(geneList)
+        print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
+        # Run Mixer Function with Random Matrix
+        outMix = Mixer(X, matRand, cores)
 
-    result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
+        #geneList = pd.DataFrame(geneList)
 
-    result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+        result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
 
-    pValues = list()
-    
-    pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
-    pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
-    
-    print('Finish')
+        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+
+        pValues = list()
+
+        pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
+        pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
+
+        print('Finish')
+
+        Utils.generateXlsx (result, pValues, nameFile)
+
+        return result, pValues
+    else:
+        
+        result = pd.DataFrame([orig, geneList], ['Subjects', 'usedGenes']).T
+
+        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+        
+        print('Finish')
 
-    Utils.generateXlsx (result, pValues, nameFile)
+        Utils.generateXlsx (result, None, nameFile)
 
-    return result, pValues
+        return result, None
 
 
 
diff --git a/app/app.py b/app/app.py
old mode 100644
new mode 100755
index 69c3fce..81bbb17
--- a/app/app.py
+++ b/app/app.py
@@ -1,3 +1,5 @@
+#! /usr/bin/env python3
+
 import base64
 import datetime
 import io

From e5c3bb2df60d0fbcf8305b0baea3f78395953a95 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 15 Oct 2019 10:10:32 -0300
Subject: [PATCH 17/52] fix pvalues object

---
 app/app.py   | 13 +++++++------
 app/setup.py |  2 +-
 2 files changed, 8 insertions(+), 7 deletions(-)

diff --git a/app/app.py b/app/app.py
index 81bbb17..88f9a5c 100755
--- a/app/app.py
+++ b/app/app.py
@@ -109,8 +109,8 @@ def find_data_file(filename):
             id='population-input',
             placeholder='Enter a value...',
             type='number',
-            min='1',
-            value=''
+            min='0',
+            value='0'
         ),
         html.P('CPUs:', style={
             'margin-top': '10px'
@@ -390,12 +390,12 @@ def update_output(n_clicks, signature, cpu, population):
         Y = pd.read_excel(expression, sheet_name = 0) 
 
         print('PRUEBA-------------------------------------')
-        print(__name__)
+        print(int(population))
         
         #if __name__ == '__main__':            
         #if __name__ == 'app':
         if True:
-            result, pValues = Mixture.Mixture(X, Y , cpu, population, '')
+            result, pValues = Mixture.Mixture(X, Y , cpu, int(population), '')
             
             metrics = result.Subjects[0].ACCmetrix[0].reset_index()
             
@@ -419,8 +419,9 @@ def download_excel ():
     excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
     result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
     result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
-    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')        
-    pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')
+    if pValues is not None:
+        pValues.to_excel(excel_writer, sheet_name='Pvalues')
     result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
     excel_writer.save()
     excel_data = strIO.getvalue()
diff --git a/app/setup.py b/app/setup.py
index 72d44a1..663ff70 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -40,7 +40,7 @@
 setup(
     name='MixturePy',
     packages=find_packages(),
-    version='0.5.0',
+    version='0.6.0',
     description='rig',
     executables=executables,
     options=options

From 960dc293e8f9e01040bfed234134a06940ec40b0 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Tue, 15 Oct 2019 10:15:43 -0300
Subject: [PATCH 18/52] setup mixture

---
 Mixture/setup.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/Mixture/setup.py b/Mixture/setup.py
index 5b5bc5d..899909b 100644
--- a/Mixture/setup.py
+++ b/Mixture/setup.py
@@ -1,7 +1,7 @@
 from setuptools import setup
 
 setup(name='Mixture',
-      version='0.5',
+      version='0.7',
       description='Mixture for Py',
       url='https://github.com/MsMatias/MixturePy',
       author='Mixture',
@@ -10,7 +10,9 @@
       install_requires=[
             'pandas',
             'numpy',
-            'sklearn',
-            'joblib'          
+            'scikit-learn',
+            'joblib',
+            'xlrd',
+            'openpyxl'          
       ],
       zip_safe=False)
\ No newline at end of file

From 0e1f5051b603dcdb9dcf1166cddf2ffe8de7556c Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 15 Oct 2019 10:43:22 -0300
Subject: [PATCH 19/52] tick label x rotate

---
 app/app.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/app/app.py b/app/app.py
index 88f9a5c..b04d4dc 100755
--- a/app/app.py
+++ b/app/app.py
@@ -188,7 +188,8 @@ def render_content1(tab):
                     layout=go.Layout(
                         barmode='relative',
                         title_text='Bar Plot',
-                        height=700
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
                     )
                 )
             )
@@ -209,7 +210,8 @@ def render_content1(tab):
                     ]
                 ),
                     layout=go.Layout(
-                        height=700
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
                     )
                 )
             )
@@ -266,7 +268,8 @@ def render_content1(tab):
                                 ),
                             )
                         ],
-                        height=700
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
                     )
                 )
             )
@@ -388,9 +391,6 @@ def update_output(n_clicks, signature, cpu, population):
             X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
         
         Y = pd.read_excel(expression, sheet_name = 0) 
-
-        print('PRUEBA-------------------------------------')
-        print(int(population))
         
         #if __name__ == '__main__':            
         #if __name__ == 'app':

From fa215c82ce2905c74cfb605a691ec1c5afc99a4d Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 15 Oct 2019 17:49:46 -0300
Subject: [PATCH 20/52] test cellines

---
 cellines.ipynb | 497 +++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 497 insertions(+)
 create mode 100644 cellines.ipynb

diff --git a/cellines.ipynb b/cellines.ipynb
new file mode 100644
index 0000000..f1fa64f
--- /dev/null
+++ b/cellines.ipynb
@@ -0,0 +1,497 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import rpy2\n",
+    "import rpy2.robjects as robjects\n",
+    "from rpy2.robjects import pandas2ri\n",
+    "readRDS = robjects.r['readRDS']\n",
+    "from rpy2.robjects.conversion import localconverter\n",
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from rpy2.robjects.packages import importr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.linalg import expm, sinm, cosm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "ipython = get_ipython()\n",
+    "\n",
+    "def hide_traceback(exc_tuple=None, filename=None, tb_offset=None,\n",
+    "                   exception_only=False, running_compiled_code=False):\n",
+    "    etype, value, tb = sys.exc_info()\n",
+    "    return ipython._showtraceback(etype, value, ipython.InteractiveTB.get_exception_only(etype, value))\n",
+    "\n",
+    "ipython.showtraceback = hide_traceback"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import Mixture"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.6’\n",
+      "(as ‘lib’ is unspecified)\n",
+      "\n",
+      "R[write to console]: probando la URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
+      "\n",
+      "R[write to console]: Content type 'application/x-gzip'\n",
+      "R[write to console]:  length 38020 bytes (37 KB)\n",
+      "\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: downloaded 37 KB\n",
+      "\n",
+      "\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: \n",
+      "R[write to console]: The downloaded source packages are in\n",
+      "\t‘/tmp/RtmpK1fVen/downloaded_packages’\n",
+      "R[write to console]: \n",
+      "R[write to console]: \n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<rpy2.rinterface.NULLType object at 0x7f4cf43c2f48> [RTYPES.NILSXP]"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils = importr('utils')\n",
+    "base = importr('base')\n",
+    "utils.install_packages('BiocManager')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "R[write to console]: Bioconductor version 3.9 (BiocManager 1.30.7), R 3.6.1 (2019-07-05)\n",
+      "\n",
+      "R[write to console]: Installing package(s) 'limma'\n",
+      "\n",
+      "R[write to console]: probando la URL 'https://bioconductor.org/packages/3.9/bioc/src/contrib/limma_3.40.6.tar.gz'\n",
+      "\n",
+      "R[write to console]: Content type 'application/x-gzip'\n",
+      "R[write to console]:  length 1481309 bytes (1.4 MB)\n",
+      "\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: downloaded 1.4 MB\n",
+      "\n",
+      "\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: \n",
+      "R[write to console]: The downloaded source packages are in\n",
+      "\t‘/tmp/RtmpK1fVen/downloaded_packages’\n",
+      "R[write to console]: \n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: installation path not writeable, unable to update packages: KernSmooth\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "biocmanager = importr('BiocManager')\n",
+    "biocmanager.install('limma')\n",
+    "limma = importr('limma')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = readRDS('./data/celllines.rds')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
+    "    df = robjects.conversion.rpy2py(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "        <span>StrVector with 16532 elements.</span>\n",
+       "        <table>\n",
+       "        <tbody>\n",
+       "          <tr>\n",
+       "          \n",
+       "            <td>\n",
+       "            'TSPAN6'\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            'TNMD'\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            'DPM1'\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            ...\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            'POLRMTP1'\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            'UBL5P2'\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            'TBC1D3P5'\n",
+       "            </td>\n",
+       "          \n",
+       "          </tr>\n",
+       "        </tbody>\n",
+       "        </table>\n",
+       "        "
+      ],
+      "text/plain": [
+       "R object with classes: ('character',) mapped to:\n",
+       "['TSPAN6', 'TNMD', 'DPM1', 'SCYL3', ..., 'KRT18P55', 'POLRMTP1', 'UBL5P2', 'TBC1D3P5']"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[2][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(16532, 1018)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "vector = np.array(df[0])\n",
+    "vector.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#applying antilog\n",
+    "vector_exp = np.exp2(vector)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[ 198.36630431,  187.23043593,  419.4449077 , ...,  272.33804977,\n",
+       "           8.647798  ,  142.33305143],\n",
+       "       [   7.80600897,    6.85765892,    6.24849071, ...,    5.74046946,\n",
+       "           7.31302164,    7.13189334],\n",
+       "       [1332.16090671, 3583.96603263,  942.75090493, ..., 1773.95037629,\n",
+       "         938.2977202 , 1768.38720571],\n",
+       "       ...,\n",
+       "       [   8.75857485,    9.58635533,    9.03947362, ...,    7.19754711,\n",
+       "           7.12475505,    7.04723561],\n",
+       "       [1014.54407781,  512.9995788 ,  553.80833676, ...,  373.43045771,\n",
+       "         955.7898242 ,  538.17923272],\n",
+       "       [   8.41943562,    8.00100911,    7.54894161, ...,    9.02867686,\n",
+       "           9.47130191,   10.01795935]])"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "vector_exp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[ 7.63202317,  7.54867117,  8.71233752, ...,  8.08925475,\n",
+       "         3.11233282,  7.1531269 ],\n",
+       "       [ 2.96458512,  2.77771615,  2.64350776, ...,  2.52116873,\n",
+       "         2.87046763,  2.83428513],\n",
+       "       [10.37955264, 11.80734125,  9.88073282, ..., 10.79274994,\n",
+       "         9.87390195, 10.78821849],\n",
+       "       ...,\n",
+       "       [ 3.13069614,  3.26098242,  3.17623876, ...,  2.84750533,\n",
+       "         2.83284042,  2.81705745],\n",
+       "       [ 9.98661583,  9.00281383,  9.11324296, ...,  8.54469579,\n",
+       "         9.9005496 ,  9.07194291],\n",
+       "       [ 3.07372353,  3.00018197,  2.91627439, ...,  3.17451458,\n",
+       "         3.24356275,  3.32451676]])"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "vector"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfcellines = pd.DataFrame(vector, index = df[2][0], columns = df[0].colnames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfcellines_exp = pd.DataFrame(vector_exp, index = df[2][0], columns = df[0].colnames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfcellines"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfcellines_exp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From d5676c1b97ab0b38a15289de0b3ec0daffdb8063 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Wed, 16 Oct 2019 10:34:24 -0300
Subject: [PATCH 21/52] cellines test

---
 cellines.ipynb | 18185 ++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 18022 insertions(+), 163 deletions(-)

diff --git a/cellines.ipynb b/cellines.ipynb
index f1fa64f..120b429 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -33,23 +33,6 @@
     "from scipy.linalg import expm, sinm, cosm"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import sys\n",
-    "ipython = get_ipython()\n",
-    "\n",
-    "def hide_traceback(exc_tuple=None, filename=None, tb_offset=None,\n",
-    "                   exception_only=False, running_compiled_code=False):\n",
-    "    etype, value, tb = sys.exc_info()\n",
-    "    return ipython._showtraceback(etype, value, ipython.InteractiveTB.get_exception_only(etype, value))\n",
-    "\n",
-    "ipython.showtraceback = hide_traceback"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 4,
@@ -61,7 +44,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 5,
    "metadata": {
     "collapsed": true
    },
@@ -70,10 +53,10 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.6’\n",
+      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.5’\n",
       "(as ‘lib’ is unspecified)\n",
       "\n",
-      "R[write to console]: probando la URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
+      "R[write to console]: trying URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
       "\n",
       "R[write to console]: Content type 'application/x-gzip'\n",
       "R[write to console]:  length 38020 bytes (37 KB)\n",
@@ -137,7 +120,7 @@
       "\n",
       "R[write to console]: \n",
       "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/RtmpK1fVen/downloaded_packages’\n",
+      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
       "R[write to console]: \n",
       "R[write to console]: \n",
       "\n"
@@ -146,10 +129,10 @@
     {
      "data": {
       "text/plain": [
-       "<rpy2.rinterface.NULLType object at 0x7f4cf43c2f48> [RTYPES.NILSXP]"
+       "<rpy2.rinterface.NULLType object at 0x7f6a1c167ec8> [RTYPES.NILSXP]"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -162,7 +145,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 6,
    "metadata": {
     "collapsed": true
    },
@@ -171,14 +154,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "R[write to console]: Bioconductor version 3.9 (BiocManager 1.30.7), R 3.6.1 (2019-07-05)\n",
+      "R[write to console]: Bioconductor version 3.8 (BiocManager 1.30.7), R 3.5.3 (2019-03-11)\n",
       "\n",
       "R[write to console]: Installing package(s) 'limma'\n",
       "\n",
-      "R[write to console]: probando la URL 'https://bioconductor.org/packages/3.9/bioc/src/contrib/limma_3.40.6.tar.gz'\n",
+      "R[write to console]: trying URL 'https://bioconductor.org/packages/3.8/bioc/src/contrib/limma_3.38.3.tar.gz'\n",
       "\n",
       "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 1481309 bytes (1.4 MB)\n",
+      "R[write to console]:  length 1471609 bytes (1.4 MB)\n",
       "\n",
       "R[write to console]: =\n",
       "R[write to console]: =\n",
@@ -239,11 +222,12 @@
       "\n",
       "R[write to console]: \n",
       "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/RtmpK1fVen/downloaded_packages’\n",
+      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
       "R[write to console]: \n",
       "R[write to console]: \n",
       "\n",
-      "R[write to console]: installation path not writeable, unable to update packages: KernSmooth\n",
+      "R[write to console]: installation path not writeable, unable to update packages: boot, cluster,\n",
+      "  foreign, KernSmooth, MASS, Matrix, mgcv, nlme, rpart, survival\n",
       "\n"
      ]
     }
@@ -277,82 +261,9 @@
    "cell_type": "code",
    "execution_count": 7,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <span>StrVector with 16532 elements.</span>\n",
-       "        <table>\n",
-       "        <tbody>\n",
-       "          <tr>\n",
-       "          \n",
-       "            <td>\n",
-       "            'TSPAN6'\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            'TNMD'\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            'DPM1'\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            ...\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            'POLRMTP1'\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            'UBL5P2'\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            'TBC1D3P5'\n",
-       "            </td>\n",
-       "          \n",
-       "          </tr>\n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "R object with classes: ('character',) mapped to:\n",
-       "['TSPAN6', 'TNMD', 'DPM1', 'SCYL3', ..., 'KRT18P55', 'POLRMTP1', 'UBL5P2', 'TBC1D3P5']"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df[2][0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(16532, 1018)"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "vector = np.array(df[0])\n",
-    "vector.shape"
+    "vector = np.array(df[0])"
    ]
   },
   {
@@ -369,64 +280,18 @@
    "cell_type": "code",
    "execution_count": 10,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[ 198.36630431,  187.23043593,  419.4449077 , ...,  272.33804977,\n",
-       "           8.647798  ,  142.33305143],\n",
-       "       [   7.80600897,    6.85765892,    6.24849071, ...,    5.74046946,\n",
-       "           7.31302164,    7.13189334],\n",
-       "       [1332.16090671, 3583.96603263,  942.75090493, ..., 1773.95037629,\n",
-       "         938.2977202 , 1768.38720571],\n",
-       "       ...,\n",
-       "       [   8.75857485,    9.58635533,    9.03947362, ...,    7.19754711,\n",
-       "           7.12475505,    7.04723561],\n",
-       "       [1014.54407781,  512.9995788 ,  553.80833676, ...,  373.43045771,\n",
-       "         955.7898242 ,  538.17923272],\n",
-       "       [   8.41943562,    8.00100911,    7.54894161, ...,    9.02867686,\n",
-       "           9.47130191,   10.01795935]])"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "vector_exp"
+    "dfcellines_exp = pd.DataFrame(vector_exp, columns = df[0].colnames)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 11,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[ 7.63202317,  7.54867117,  8.71233752, ...,  8.08925475,\n",
-       "         3.11233282,  7.1531269 ],\n",
-       "       [ 2.96458512,  2.77771615,  2.64350776, ...,  2.52116873,\n",
-       "         2.87046763,  2.83428513],\n",
-       "       [10.37955264, 11.80734125,  9.88073282, ..., 10.79274994,\n",
-       "         9.87390195, 10.78821849],\n",
-       "       ...,\n",
-       "       [ 3.13069614,  3.26098242,  3.17623876, ...,  2.84750533,\n",
-       "         2.83284042,  2.81705745],\n",
-       "       [ 9.98661583,  9.00281383,  9.11324296, ...,  8.54469579,\n",
-       "         9.9005496 ,  9.07194291],\n",
-       "       [ 3.07372353,  3.00018197,  2.91627439, ...,  3.17451458,\n",
-       "         3.24356275,  3.32451676]])"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "vector"
+    "dfcellines_exp.insert(0, 'Gene symbol', df[2][0])"
    ]
   },
   {
@@ -435,7 +300,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "dfcellines = pd.DataFrame(vector, index = df[2][0], columns = df[0].colnames)"
+    "Y = dfcellines_exp"
    ]
   },
   {
@@ -444,25 +309,402 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "dfcellines_exp = pd.DataFrame(vector_exp, index = df[2][0], columns = df[0].colnames)"
+    "cores = 4\n",
+    "iters = 1000\n",
+    "output = 'outputCellines'"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
-    "dfcellines"
+    "X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 19,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>906826</th>\n",
+       "      <th>687983</th>\n",
+       "      <th>910927</th>\n",
+       "      <th>1240138</th>\n",
+       "      <th>1240139</th>\n",
+       "      <th>906792</th>\n",
+       "      <th>910688</th>\n",
+       "      <th>1240135</th>\n",
+       "      <th>1290812</th>\n",
+       "      <th>...</th>\n",
+       "      <th>753584</th>\n",
+       "      <th>907044</th>\n",
+       "      <th>998184</th>\n",
+       "      <th>908145</th>\n",
+       "      <th>1659787</th>\n",
+       "      <th>1298157</th>\n",
+       "      <th>1480372</th>\n",
+       "      <th>1298533</th>\n",
+       "      <th>930299</th>\n",
+       "      <th>905954.1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>0</td>\n",
+       "      <td>TSPAN6</td>\n",
+       "      <td>198.366304</td>\n",
+       "      <td>187.230436</td>\n",
+       "      <td>419.444908</td>\n",
+       "      <td>222.419924</td>\n",
+       "      <td>212.198047</td>\n",
+       "      <td>134.786621</td>\n",
+       "      <td>9.748621</td>\n",
+       "      <td>124.638529</td>\n",
+       "      <td>61.522661</td>\n",
+       "      <td>...</td>\n",
+       "      <td>137.724074</td>\n",
+       "      <td>9.425070</td>\n",
+       "      <td>8.218597</td>\n",
+       "      <td>331.582284</td>\n",
+       "      <td>122.121882</td>\n",
+       "      <td>347.682936</td>\n",
+       "      <td>343.203766</td>\n",
+       "      <td>272.338050</td>\n",
+       "      <td>8.647798</td>\n",
+       "      <td>142.333051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>1</td>\n",
+       "      <td>TNMD</td>\n",
+       "      <td>7.806009</td>\n",
+       "      <td>6.857659</td>\n",
+       "      <td>6.248491</td>\n",
+       "      <td>7.051465</td>\n",
+       "      <td>7.769056</td>\n",
+       "      <td>7.411045</td>\n",
+       "      <td>7.101891</td>\n",
+       "      <td>7.334766</td>\n",
+       "      <td>6.439167</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.958841</td>\n",
+       "      <td>6.704533</td>\n",
+       "      <td>7.870230</td>\n",
+       "      <td>7.222767</td>\n",
+       "      <td>6.158717</td>\n",
+       "      <td>6.230190</td>\n",
+       "      <td>7.360939</td>\n",
+       "      <td>5.740469</td>\n",
+       "      <td>7.313022</td>\n",
+       "      <td>7.131893</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2</td>\n",
+       "      <td>DPM1</td>\n",
+       "      <td>1332.160907</td>\n",
+       "      <td>3583.966033</td>\n",
+       "      <td>942.750905</td>\n",
+       "      <td>944.541755</td>\n",
+       "      <td>1368.936470</td>\n",
+       "      <td>875.514199</td>\n",
+       "      <td>1229.950967</td>\n",
+       "      <td>1181.113002</td>\n",
+       "      <td>1260.479567</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1434.652440</td>\n",
+       "      <td>1392.007683</td>\n",
+       "      <td>1271.188200</td>\n",
+       "      <td>1403.516091</td>\n",
+       "      <td>1368.590676</td>\n",
+       "      <td>2824.425590</td>\n",
+       "      <td>1507.327754</td>\n",
+       "      <td>1773.950376</td>\n",
+       "      <td>938.297720</td>\n",
+       "      <td>1768.387206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>3</td>\n",
+       "      <td>SCYL3</td>\n",
+       "      <td>12.250715</td>\n",
+       "      <td>16.759262</td>\n",
+       "      <td>15.521864</td>\n",
+       "      <td>16.722300</td>\n",
+       "      <td>20.273176</td>\n",
+       "      <td>19.305001</td>\n",
+       "      <td>62.603333</td>\n",
+       "      <td>13.132165</td>\n",
+       "      <td>14.401152</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.967555</td>\n",
+       "      <td>24.658494</td>\n",
+       "      <td>20.372112</td>\n",
+       "      <td>14.501411</td>\n",
+       "      <td>15.428870</td>\n",
+       "      <td>21.493812</td>\n",
+       "      <td>11.715849</td>\n",
+       "      <td>21.755929</td>\n",
+       "      <td>19.250548</td>\n",
+       "      <td>17.154241</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>4</td>\n",
+       "      <td>C1orf112</td>\n",
+       "      <td>10.415653</td>\n",
+       "      <td>13.291985</td>\n",
+       "      <td>9.425833</td>\n",
+       "      <td>11.781195</td>\n",
+       "      <td>14.324103</td>\n",
+       "      <td>14.074927</td>\n",
+       "      <td>8.066077</td>\n",
+       "      <td>9.636096</td>\n",
+       "      <td>10.216540</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.240021</td>\n",
+       "      <td>15.430837</td>\n",
+       "      <td>13.992517</td>\n",
+       "      <td>9.170420</td>\n",
+       "      <td>14.072733</td>\n",
+       "      <td>20.889876</td>\n",
+       "      <td>18.990272</td>\n",
+       "      <td>8.405648</td>\n",
+       "      <td>9.383959</td>\n",
+       "      <td>10.821246</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>16527</td>\n",
+       "      <td>LINC00526</td>\n",
+       "      <td>110.425145</td>\n",
+       "      <td>39.888776</td>\n",
+       "      <td>8.833626</td>\n",
+       "      <td>8.900557</td>\n",
+       "      <td>12.576511</td>\n",
+       "      <td>47.647336</td>\n",
+       "      <td>37.085502</td>\n",
+       "      <td>18.271588</td>\n",
+       "      <td>17.313812</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.998876</td>\n",
+       "      <td>34.114570</td>\n",
+       "      <td>11.426724</td>\n",
+       "      <td>35.361134</td>\n",
+       "      <td>24.331695</td>\n",
+       "      <td>34.246447</td>\n",
+       "      <td>18.941097</td>\n",
+       "      <td>33.938338</td>\n",
+       "      <td>31.693689</td>\n",
+       "      <td>20.565258</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>16528</td>\n",
+       "      <td>KRT18P55</td>\n",
+       "      <td>10.064016</td>\n",
+       "      <td>7.959133</td>\n",
+       "      <td>7.395121</td>\n",
+       "      <td>14.046309</td>\n",
+       "      <td>10.648559</td>\n",
+       "      <td>7.998002</td>\n",
+       "      <td>7.421796</td>\n",
+       "      <td>10.982643</td>\n",
+       "      <td>7.812968</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.562731</td>\n",
+       "      <td>10.010432</td>\n",
+       "      <td>9.524358</td>\n",
+       "      <td>8.231881</td>\n",
+       "      <td>9.026219</td>\n",
+       "      <td>10.152220</td>\n",
+       "      <td>10.648353</td>\n",
+       "      <td>12.470003</td>\n",
+       "      <td>8.831391</td>\n",
+       "      <td>7.608029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>16529</td>\n",
+       "      <td>POLRMTP1</td>\n",
+       "      <td>8.758575</td>\n",
+       "      <td>9.586355</td>\n",
+       "      <td>9.039474</td>\n",
+       "      <td>8.423571</td>\n",
+       "      <td>9.276274</td>\n",
+       "      <td>10.425989</td>\n",
+       "      <td>9.190263</td>\n",
+       "      <td>7.106077</td>\n",
+       "      <td>8.930525</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.838728</td>\n",
+       "      <td>7.935110</td>\n",
+       "      <td>11.426698</td>\n",
+       "      <td>9.542098</td>\n",
+       "      <td>8.810404</td>\n",
+       "      <td>8.041709</td>\n",
+       "      <td>8.508124</td>\n",
+       "      <td>7.197547</td>\n",
+       "      <td>7.124755</td>\n",
+       "      <td>7.047236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>16530</td>\n",
+       "      <td>UBL5P2</td>\n",
+       "      <td>1014.544078</td>\n",
+       "      <td>512.999579</td>\n",
+       "      <td>553.808337</td>\n",
+       "      <td>994.814559</td>\n",
+       "      <td>981.590689</td>\n",
+       "      <td>420.167311</td>\n",
+       "      <td>673.943381</td>\n",
+       "      <td>879.015640</td>\n",
+       "      <td>712.913048</td>\n",
+       "      <td>...</td>\n",
+       "      <td>772.704052</td>\n",
+       "      <td>727.126167</td>\n",
+       "      <td>986.195846</td>\n",
+       "      <td>948.986581</td>\n",
+       "      <td>1037.551842</td>\n",
+       "      <td>644.569877</td>\n",
+       "      <td>1713.405686</td>\n",
+       "      <td>373.430458</td>\n",
+       "      <td>955.789824</td>\n",
+       "      <td>538.179233</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>16531</td>\n",
+       "      <td>TBC1D3P5</td>\n",
+       "      <td>8.419436</td>\n",
+       "      <td>8.001009</td>\n",
+       "      <td>7.548942</td>\n",
+       "      <td>9.556614</td>\n",
+       "      <td>10.527754</td>\n",
+       "      <td>11.293640</td>\n",
+       "      <td>9.148307</td>\n",
+       "      <td>9.543633</td>\n",
+       "      <td>8.833999</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.609316</td>\n",
+       "      <td>9.559265</td>\n",
+       "      <td>9.125935</td>\n",
+       "      <td>8.910978</td>\n",
+       "      <td>10.250768</td>\n",
+       "      <td>10.818368</td>\n",
+       "      <td>9.972426</td>\n",
+       "      <td>9.028677</td>\n",
+       "      <td>9.471302</td>\n",
+       "      <td>10.017959</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>16532 rows × 1019 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Gene symbol       906826       687983      910927     1240138  \\\n",
+       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
+       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
+       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
+       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
+       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
+       "...           ...          ...          ...         ...         ...   \n",
+       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
+       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
+       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
+       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
+       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
+       "\n",
+       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
+       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
+       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
+       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
+       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
+       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
+       "...            ...         ...          ...          ...          ...  ...   \n",
+       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
+       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
+       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
+       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
+       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
+       "\n",
+       "            753584       907044       998184       908145      1659787  \\\n",
+       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
+       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
+       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
+       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
+       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
+       "...            ...          ...          ...          ...          ...   \n",
+       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
+       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
+       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
+       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
+       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
+       "\n",
+       "           1298157      1480372      1298533      930299     905954.1  \n",
+       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
+       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
+       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
+       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
+       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
+       "...            ...          ...          ...         ...          ...  \n",
+       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
+       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
+       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
+       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
+       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
+       "\n",
+       "[16532 rows x 1019 columns]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "dfcellines_exp"
+    "Y"
    ]
   },
   {
@@ -470,7 +712,17624 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "with pd.ExcelWriter('Celllines.xlsx') as writer:\n",
+    "            Y.to_excel(writer, sheet_name='E')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "scrolled": true,
+    "slideshow": {
+     "slide_type": "-"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running mixer with subjects (Count: 1019)...\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687983\n",
+      "Iter: 1 Subject: 910927\n",
+      "Iter: 2 Subject: 687983\n",
+      "Iter: 1 Subject: 906826\n",
+      "Iter: 1 Subject: 1240138\n",
+      "Iter: 2 Subject: 910927\n",
+      "Iter: 3 Subject: 687983\n",
+      "Iter: 3 Subject: 910927\n",
+      "Iter: 2 Subject: 906826\n",
+      "Iter: 4 Subject: 687983\n",
+      "Iter: 2 Subject: 1240138\n",
+      "Iter: 4 Subject: 910927\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687983\n",
+      "Iter: 3 Subject: 906826\n",
+      "--------------------------------------------------\n",
+      "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240138\n",
+      "Iter: 4 Subject: 906826\n",
+      "Iter: 4 Subject: 1240138\n",
+      "Iter: 5 Subject: 906826\n",
+      "--------------------------------------------------\n",
+      "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240139\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240139\n",
+      "Iter: 3 Subject: 1240139\n",
+      "Iter: 1 Subject: 910688\n",
+      "Iter: 4 Subject: 1240139\n",
+      "Iter: 1 Subject: 1240135\n",
+      "Iter: 2 Subject: 910688\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906792\n",
+      "Iter: 2 Subject: 1240135\n",
+      "Iter: 3 Subject: 910688\n",
+      "Iter: 3 Subject: 1240135\n",
+      "Iter: 4 Subject: 910688\n",
+      "Iter: 4 Subject: 1240135\n",
+      "--------------------------------------------------\n",
+      "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906792\n",
+      "--------------------------------------------------\n",
+      "Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290812\n",
+      "Iter: 3 Subject: 906792\n",
+      "--------------------------------------------------\n",
+      "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907045\n",
+      "Iter: 2 Subject: 1290812\n",
+      "Iter: 1 Subject: 906861\n",
+      "Iter: 2 Subject: 907045\n",
+      "Iter: 3 Subject: 1290812\n",
+      "Iter: 2 Subject: 906861\n",
+      "Iter: 3 Subject: 907045\n",
+      "--------------------------------------------------\n",
+      "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906861\n",
+      "Iter: 4 Subject: 1290812\n",
+      "Iter: 1 Subject: 906830\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906861\n",
+      "Iter: 5 Subject: 906861\n",
+      "--------------------------------------------------\n",
+      "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906830\n",
+      "Iter: 3 Subject: 906830\n",
+      "Iter: 1 Subject: 1240137\n",
+      "Iter: 1 Subject: 909750\n",
+      "Iter: 1 Subject: 753552\n",
+      "Iter: 4 Subject: 906830\n",
+      "--------------------------------------------------\n",
+      "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240137\n",
+      "Iter: 2 Subject: 753552\n",
+      "Iter: 2 Subject: 909750\n",
+      "Iter: 3 Subject: 753552\n",
+      "Iter: 3 Subject: 1240137\n",
+      "Iter: 3 Subject: 909750\n",
+      "Iter: 4 Subject: 753552\n",
+      "Iter: 4 Subject: 1240137\n",
+      "Iter: 5 Subject: 753552\n",
+      "Iter: 4 Subject: 909750\n",
+      "Iter: 1 Subject: 907065\n",
+      "Iter: 5 Subject: 1240137\n",
+      "--------------------------------------------------\n",
+      "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907065\n",
+      "Iter: 3 Subject: 907065\n",
+      "Iter: 4 Subject: 907065\n",
+      "Iter: 1 Subject: 925338\n",
+      "--------------------------------------------------\n",
+      "Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290809\n",
+      "Iter: 2 Subject: 925338\n",
+      "Iter: 2 Subject: 1290809\n",
+      "Iter: 3 Subject: 925338\n",
+      "Iter: 3 Subject: 1290809\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924110\n",
+      "Iter: 1 Subject: 949158\n",
+      "Iter: 4 Subject: 1290809\n",
+      "--------------------------------------------------\n",
+      "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924110\n",
+      "Iter: 3 Subject: 924110\n",
+      "--------------------------------------------------\n",
+      "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907172\n",
+      "Iter: 1 Subject: 1240134\n",
+      "Iter: 2 Subject: 949158\n",
+      "Iter: 2 Subject: 907172\n",
+      "Iter: 3 Subject: 907172\n",
+      "Iter: 2 Subject: 1240134\n",
+      "--------------------------------------------------\n",
+      "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949158\n",
+      "Iter: 3 Subject: 1240134\n",
+      "Iter: 4 Subject: 1240134\n",
+      "Iter: 4 Subject: 949158\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905947\n",
+      "Iter: 5 Subject: 949158\n",
+      "--------------------------------------------------\n",
+      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687452\n",
+      "Iter: 2 Subject: 905947\n",
+      "Iter: 1 Subject: 1298134\n",
+      "Iter: 3 Subject: 905947\n",
+      "Iter: 4 Subject: 905947\n",
+      "Iter: 2 Subject: 1298134\n",
+      "Iter: 5 Subject: 905947\n",
+      "Iter: 2 Subject: 687452\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298134\n",
+      "Iter: 1 Subject: 907058\n",
+      "Iter: 4 Subject: 1298134\n",
+      "Iter: 3 Subject: 687452\n",
+      "--------------------------------------------------\n",
+      "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687452\n",
+      "Iter: 5 Subject: 687452\n",
+      "Iter: 1 Subject: 1290814\n",
+      "--------------------------------------------------\n",
+      "Subject: 905939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907058\n",
+      "Iter: 2 Subject: 1290814\n",
+      "Iter: 3 Subject: 1290814\n",
+      "Iter: 1 Subject: 905975\n",
+      "Iter: 3 Subject: 907058\n",
+      "--------------------------------------------------\n",
+      "Subject: 910704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905939\n",
+      "Iter: 4 Subject: 907058\n",
+      "--------------------------------------------------\n",
+      "Subject: 908460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905939\n",
+      "Iter: 2 Subject: 905975\n",
+      "Iter: 3 Subject: 905939\n",
+      "Iter: 1 Subject: 910704\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 905975\n",
+      "--------------------------------------------------\n",
+      "Subject: 909745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905939\n",
+      "Iter: 1 Subject: 908460\n",
+      "Iter: 5 Subject: 905939\n",
+      "Iter: 2 Subject: 910704\n",
+      "--------------------------------------------------\n",
+      "Subject: 907173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908460\n",
+      "Iter: 3 Subject: 910704\n",
+      "Iter: 3 Subject: 908460\n",
+      "Iter: 1 Subject: 909745\n",
+      "Iter: 4 Subject: 910704\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 905936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909745\n",
+      "Iter: 1 Subject: 907173\n",
+      "Iter: 1 Subject: 1303896\n",
+      "Iter: 1 Subject: 905936\n",
+      "Iter: 3 Subject: 909745\n",
+      "Iter: 2 Subject: 1303896\n",
+      "Iter: 4 Subject: 909745\n",
+      "Iter: 2 Subject: 905936\n",
+      "Iter: 2 Subject: 907173\n",
+      "Iter: 3 Subject: 1303896\n",
+      "--------------------------------------------------\n",
+      "Subject: 907320 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905936\n",
+      "--------------------------------------------------\n",
+      "Subject: 688058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907173\n",
+      "Iter: 4 Subject: 905936\n",
+      "Iter: 4 Subject: 907173\n",
+      "Iter: 1 Subject: 907320\n",
+      "--------------------------------------------------\n",
+      "Subject: 905974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905936\n",
+      "--------------------------------------------------\n",
+      "Subject: 907060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907320\n",
+      "Iter: 3 Subject: 907320\n",
+      "Iter: 1 Subject: 688058\n",
+      "Iter: 4 Subject: 907320\n",
+      "--------------------------------------------------\n",
+      "Subject: 908470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688058\n",
+      "Iter: 1 Subject: 907060\n",
+      "Iter: 3 Subject: 688058\n",
+      "Iter: 4 Subject: 688058\n",
+      "Iter: 2 Subject: 907060\n",
+      "--------------------------------------------------\n",
+      "Subject: 908465 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907060\n",
+      "--------------------------------------------------\n",
+      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908470\n",
+      "Iter: 1 Subject: 908465\n",
+      "Iter: 2 Subject: 908470\n",
+      "Iter: 1 Subject: 905974\n",
+      "Iter: 2 Subject: 908465\n",
+      "Iter: 3 Subject: 908470\n",
+      "--------------------------------------------------\n",
+      "Subject: 909703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908465\n",
+      "Iter: 4 Subject: 908465\n",
+      "--------------------------------------------------\n",
+      "Subject: 724855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905974\n",
+      "Iter: 1 Subject: 909703\n",
+      "Iter: 3 Subject: 905974\n",
+      "Iter: 1 Subject: 906746\n",
+      "Iter: 2 Subject: 909703\n",
+      "Iter: 4 Subject: 905974\n",
+      "Iter: 1 Subject: 724855\n",
+      "Iter: 3 Subject: 909703\n",
+      "--------------------------------------------------\n",
+      "Subject: 724831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909703\n",
+      "Iter: 2 Subject: 906746\n",
+      "Iter: 2 Subject: 724855\n",
+      "--------------------------------------------------\n",
+      "Subject: 906813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724855\n",
+      "Iter: 3 Subject: 906746\n",
+      "Iter: 1 Subject: 724831\n",
+      "Iter: 4 Subject: 724855\n",
+      "--------------------------------------------------\n",
+      "Subject: 946359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906746\n",
+      "Iter: 2 Subject: 724831\n",
+      "--------------------------------------------------\n",
+      "Subject: 909707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724831\n",
+      "Iter: 4 Subject: 724831\n",
+      "Iter: 1 Subject: 946359\n",
+      "--------------------------------------------------\n",
+      "Subject: 910399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 946359\n",
+      "Iter: 1 Subject: 909707\n",
+      "Iter: 3 Subject: 946359\n",
+      "Iter: 1 Subject: 910399\n",
+      "Iter: 1 Subject: 906813\n",
+      "Iter: 4 Subject: 946359\n",
+      "Iter: 2 Subject: 909707\n",
+      "Iter: 2 Subject: 910399\n",
+      "--------------------------------------------------\n",
+      "Subject: 687816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909707\n",
+      "Iter: 3 Subject: 910399\n",
+      "Iter: 2 Subject: 906813Iter: 4 Subject: 909707\n",
+      "\n",
+      "Iter: 4 Subject: 910399--------------------------------------------------\n",
+      "Subject: 907794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687816\n",
+      "Iter: 3 Subject: 906813\n",
+      "--------------------------------------------------\n",
+      "Subject: 910903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907794\n",
+      "Iter: 2 Subject: 687816\n",
+      "Iter: 2 Subject: 907794\n",
+      "Iter: 3 Subject: 687816\n",
+      "Iter: 3 Subject: 907794\n",
+      "Iter: 4 Subject: 687816\n",
+      "Iter: 1 Subject: 909698\n",
+      "Iter: 4 Subject: 907794\n",
+      "Iter: 1 Subject: 910903\n",
+      "--------------------------------------------------\n",
+      "Subject: 910952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687816\n",
+      "--------------------------------------------------\n",
+      "Subject: 909784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909698\n",
+      "Iter: 2 Subject: 910903\n",
+      "Iter: 3 Subject: 909698\n",
+      "Iter: 3 Subject: 910903\n",
+      "Iter: 4 Subject: 909698\n",
+      "Iter: 1 Subject: 910952\n",
+      "--------------------------------------------------\n",
+      "Subject: 724873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909784\n",
+      "Iter: 4 Subject: 910903\n",
+      "--------------------------------------------------\n",
+      "Subject: 684055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910952\n",
+      "Iter: 2 Subject: 909784\n",
+      "Iter: 3 Subject: 909784\n",
+      "Iter: 1 Subject: 724873\n",
+      "--------------------------------------------------\n",
+      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910952\n",
+      "Iter: 4 Subject: 910952\n",
+      "Iter: 2 Subject: 724873\n",
+      "Iter: 5 Subject: 910952\n",
+      "Iter: 1 Subject: 684055\n",
+      "Iter: 3 Subject: 724873\n",
+      "Iter: 6 Subject: 910952\n",
+      "--------------------------------------------------\n",
+      "Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 724873\n",
+      "--------------------------------------------------\n",
+      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684055\n",
+      "Iter: 3 Subject: 684055\n",
+      "Iter: 1 Subject: 906815\n",
+      "Iter: 1 Subject: 906834\n",
+      "--------------------------------------------------\n",
+      "Subject: 910079 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906798\n",
+      "Iter: 2 Subject: 906834\n",
+      "Iter: 3 Subject: 906834\n",
+      "Iter: 2 Subject: 906815\n",
+      "Iter: 2 Subject: 906798Iter: 1 Subject: 910079\n",
+      "\n",
+      "Iter: 4 Subject: 906834\n",
+      "Iter: 5 Subject: 906834\n",
+      "Iter: 3 Subject: 906798\n",
+      "Iter: 3 Subject: 906815\n",
+      "Iter: 2 Subject: 910079\n",
+      "--------------------------------------------------\n",
+      "Subject: 908462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 906798\n",
+      "Iter: 3 Subject: 910079\n",
+      "Iter: 4 Subject: 906815\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910079\n",
+      "--------------------------------------------------\n",
+      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290798\n",
+      "Iter: 1 Subject: 908462\n",
+      "Iter: 2 Subject: 1290798\n",
+      "Iter: 2 Subject: 908462\n",
+      "Iter: 3 Subject: 1290798\n",
+      "Iter: 3 Subject: 908462\n",
+      "Iter: 4 Subject: 1290798\n",
+      "Iter: 1 Subject: 905976\n",
+      "Iter: 4 Subject: 908462\n",
+      "Iter: 5 Subject: 1290798\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906844\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905976\n",
+      "Iter: 2 Subject: 906844\n",
+      "Iter: 3 Subject: 905976\n",
+      "Iter: 3 Subject: 906844\n",
+      "Iter: 4 Subject: 905976\n",
+      "Iter: 1 Subject: 1298151\n",
+      "--------------------------------------------------\n",
+      "Subject: 906817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906844\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298151\n",
+      "Iter: 1 Subject: 906817\n",
+      "Iter: 3 Subject: 1298151\n",
+      "Iter: 1 Subject: 1240212\n",
+      "Iter: 2 Subject: 906817\n",
+      "Iter: 4 Subject: 1298151\n",
+      "Iter: 3 Subject: 906817\n",
+      "Iter: 4 Subject: 906817\n",
+      "Iter: 1 Subject: 1503367\n",
+      "Iter: 5 Subject: 1298151\n",
+      "--------------------------------------------------\n",
+      "Subject: 753541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240212\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1503367\n",
+      "Iter: 3 Subject: 1240212\n",
+      "Iter: 4 Subject: 1240212\n",
+      "Iter: 3 Subject: 1503367\n",
+      "Iter: 1 Subject: 753541\n",
+      "Iter: 4 Subject: 1503367\n",
+      "Iter: 1 Subject: 1290730\n",
+      "Iter: 5 Subject: 1240212\n",
+      "Iter: 5 Subject: 1503367\n",
+      "--------------------------------------------------\n",
+      "Subject: 905977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753541\n",
+      "--------------------------------------------------\n",
+      "Subject: 909255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290730\n",
+      "Iter: 3 Subject: 1290730\n",
+      "Iter: 3 Subject: 753541\n",
+      "Iter: 4 Subject: 1290730\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909255\n",
+      "Iter: 4 Subject: 753541\n",
+      "Iter: 2 Subject: 909255\n",
+      "Iter: 5 Subject: 753541\n",
+      "Iter: 3 Subject: 909255\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905977\n",
+      "Iter: 1 Subject: 1240131\n",
+      "Iter: 1 Subject: 1240141\n",
+      "Iter: 2 Subject: 1240141\n",
+      "Iter: 2 Subject: 1240131\n",
+      "Iter: 3 Subject: 1240141\n",
+      "Iter: 1 Subject: 1290810\n",
+      "--------------------------------------------------\n",
+      "Subject: 753618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905977\n",
+      "Iter: 3 Subject: 1240131\n",
+      "Iter: 2 Subject: 1290810\n",
+      "Iter: 4 Subject: 1240131\n",
+      "Iter: 3 Subject: 905977\n",
+      "--------------------------------------------------\n",
+      "Subject: 687829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905977\n",
+      "Iter: 3 Subject: 1290810\n",
+      "--------------------------------------------------\n",
+      "Subject: 949155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753618\n",
+      "Iter: 4 Subject: 1290810\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753618\n",
+      "Iter: 1 Subject: 949155\n",
+      "Iter: 3 Subject: 753618\n",
+      "Iter: 1 Subject: 687829\n",
+      "Iter: 4 Subject: 753618\n",
+      "Iter: 2 Subject: 949155\n",
+      "--------------------------------------------------\n",
+      "Subject: 909747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949155\n",
+      "Iter: 2 Subject: 687829\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687829\n",
+      "Iter: 1 Subject: 1290813\n",
+      "Iter: 1 Subject: 909747\n",
+      "Iter: 4 Subject: 687829\n",
+      "--------------------------------------------------\n",
+      "Subject: 906797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909747\n",
+      "Iter: 1 Subject: 1290808\n",
+      "Iter: 3 Subject: 909747\n",
+      "Iter: 2 Subject: 1290813\n",
+      "Iter: 4 Subject: 909747\n",
+      "Iter: 1 Subject: 906797\n",
+      "Iter: 5 Subject: 909747Iter: 2 Subject: 1290808\n",
+      "\n",
+      "Iter: 3 Subject: 1290813\n",
+      "Iter: 2 Subject: 906797\n",
+      "--------------------------------------------------\n",
+      "Subject: 910695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290808\n",
+      "Iter: 4 Subject: 1290813\n",
+      "Iter: 3 Subject: 906797\n",
+      "Iter: 4 Subject: 1290808\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906797\n",
+      "--------------------------------------------------\n",
+      "Subject: 908150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910695\n",
+      "Iter: 1 Subject: 1240132\n",
+      "Iter: 1 Subject: 908150\n",
+      "Iter: 2 Subject: 910695\n",
+      "Iter: 2 Subject: 1240132\n",
+      "Iter: 2 Subject: 908150\n",
+      "Iter: 3 Subject: 1240132\n",
+      "Iter: 3 Subject: 908150\n",
+      "Iter: 3 Subject: 910695\n",
+      "Iter: 4 Subject: 1240132\n",
+      "Iter: 4 Subject: 908150\n",
+      "Iter: 1 Subject: 907169\n",
+      "Iter: 5 Subject: 1240132\n",
+      "Iter: 4 Subject: 910695\n",
+      "--------------------------------------------------\n",
+      "Subject: 722045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 910695\n",
+      "--------------------------------------------------\n",
+      "Subject: 905961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907169\n",
+      "Iter: 3 Subject: 907169Iter: 1 Subject: 722045\n",
+      "\n",
+      "Iter: 1 Subject: 905961\n",
+      "Iter: 4 Subject: 907169\n",
+      "Iter: 2 Subject: 722045\n",
+      "Iter: 2 Subject: 905961\n",
+      "Iter: 1 Subject: 909723\n",
+      "Iter: 5 Subject: 907169\n",
+      "Iter: 3 Subject: 722045\n",
+      "--------------------------------------------------\n",
+      "Subject: 910926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905961\n",
+      "Iter: 4 Subject: 722045\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905961\n",
+      "Iter: 2 Subject: 909723\n",
+      "--------------------------------------------------\n",
+      "Subject: 909696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 910926\n",
+      "Iter: 3 Subject: 909723\n",
+      "Iter: 2 Subject: 910926\n",
+      "Iter: 4 Subject: 909723\n",
+      "Iter: 1 Subject: 1240136\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240210 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910926\n",
+      "Iter: 1 Subject: 909696\n",
+      "--------------------------------------------------\n",
+      "Subject: 910544 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240136\n",
+      "Iter: 2 Subject: 909696\n",
+      "Iter: 3 Subject: 909696\n",
+      "Iter: 3 Subject: 1240136\n",
+      "Iter: 4 Subject: 909696\n",
+      "--------------------------------------------------Iter: 4 Subject: 1240136\n",
+      "Subject: 925347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240136\n",
+      "Iter: 1 Subject: 910544\n",
+      "Iter: 6 Subject: 1240136\n",
+      "Iter: 2 Subject: 910544\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240206 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240210\n",
+      "Iter: 3 Subject: 910544\n",
+      "Iter: 1 Subject: 925347\n",
+      "--------------------------------------------------\n",
+      "Subject: 724868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240210\n",
+      "Iter: 1 Subject: 1240206\n",
+      "Iter: 2 Subject: 925347\n",
+      "Iter: 3 Subject: 1240210\n",
+      "Iter: 1 Subject: 724868\n",
+      "Iter: 3 Subject: 925347\n",
+      "Iter: 2 Subject: 1240206\n",
+      "Iter: 4 Subject: 1240210\n",
+      "Iter: 2 Subject: 724868\n",
+      "--------------------------------------------------Iter: 4 Subject: 925347\n",
+      "\n",
+      "Subject: 724866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240206\n",
+      "Iter: 3 Subject: 724868\n",
+      "--------------------------------------------------\n",
+      "Subject: 687995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240206\n",
+      "Iter: 4 Subject: 724868\n",
+      "--------------------------------------------------\n",
+      "Subject: 910548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724866\n",
+      "Iter: 1 Subject: 687995\n",
+      "Iter: 1 Subject: 910548\n",
+      "Iter: 1 Subject: 910549\n",
+      "Iter: 2 Subject: 724866\n",
+      "Iter: 2 Subject: 910549\n",
+      "Iter: 2 Subject: 910548\n",
+      "Iter: 3 Subject: 724866\n",
+      "Iter: 2 Subject: 687995\n",
+      "Iter: 3 Subject: 910549\n",
+      "Iter: 3 Subject: 910548\n",
+      "Iter: 4 Subject: 724866\n",
+      "Iter: 3 Subject: 687995\n",
+      "Iter: 4 Subject: 910549\n",
+      "--------------------------------------------------\n",
+      "Subject: 905991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910548\n",
+      "Iter: 4 Subject: 687995\n",
+      "Iter: 5 Subject: 910549\n",
+      "--------------------------------------------------\n",
+      "Subject: 910401 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 971774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905991\n",
+      "Iter: 2 Subject: 905991\n",
+      "Iter: 1 Subject: 971774\n",
+      "Iter: 3 Subject: 905991\n",
+      "Iter: 1 Subject: 910401\n",
+      "Iter: 4 Subject: 905991\n",
+      "Iter: 1 Subject: 1524416\n",
+      "Iter: 2 Subject: 971774\n",
+      "--------------------------------------------------\n",
+      "Subject: 687455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910401\n",
+      "Iter: 3 Subject: 971774\n",
+      "Iter: 3 Subject: 910401\n",
+      "Iter: 4 Subject: 971774\n",
+      "Iter: 2 Subject: 1524416\n",
+      "--------------------------------------------------\n",
+      "Subject: 925348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240207 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687455\n",
+      "Iter: 3 Subject: 1524416\n",
+      "Iter: 2 Subject: 687455\n",
+      "Iter: 1 Subject: 925348\n",
+      "Iter: 4 Subject: 1524416\n",
+      "Iter: 1 Subject: 1240207\n",
+      "--------------------------------------------------\n",
+      "Subject: 753599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687455\n",
+      "Iter: 2 Subject: 925348\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240207\n",
+      "Iter: 3 Subject: 925348\n",
+      "Iter: 3 Subject: 1240207\n",
+      "Iter: 1 Subject: 753599\n",
+      "--------------------------------------------------\n",
+      "Subject: 687798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 925348\n",
+      "Iter: 1 Subject: 1240184\n",
+      "--------------------------------------------------\n",
+      "Subject: 910947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240184\n",
+      "Iter: 2 Subject: 753599\n",
+      "Iter: 3 Subject: 1240184\n",
+      "Iter: 3 Subject: 753599\n",
+      "Iter: 1 Subject: 687798\n",
+      "Iter: 4 Subject: 1240184\n",
+      "Iter: 4 Subject: 753599\n",
+      "--------------------------------------------------\n",
+      "Subject: 909248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240198 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687798\n",
+      "Iter: 1 Subject: 910947\n",
+      "Iter: 3 Subject: 687798\n",
+      "Iter: 1 Subject: 909248\n",
+      "Iter: 4 Subject: 687798\n",
+      "Iter: 2 Subject: 910947\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240198\n",
+      "Iter: 3 Subject: 910947\n",
+      "Iter: 2 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 910861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240198\n",
+      "Iter: 1 Subject: 1330995\n",
+      "Iter: 3 Subject: 1240198\n",
+      "Iter: 3 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 909704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330995\n",
+      "Iter: 1 Subject: 910861\n",
+      "Iter: 4 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240201 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330995\n",
+      "Iter: 2 Subject: 910861\n",
+      "--------------------------------------------------\n",
+      "Subject: 909260 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910861\n",
+      "Iter: 1 Subject: 909704\n",
+      "Iter: 4 Subject: 910861\n",
+      "Iter: 1 Subject: 1240201\n",
+      "--------------------------------------------------\n",
+      "Subject: 684681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909704\n",
+      "Iter: 3 Subject: 909704\n",
+      "Iter: 4 Subject: 909704\n",
+      "--------------------------------------------------\n",
+      "Subject: 908475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240201\n",
+      "Iter: 1 Subject: 909260\n",
+      "Iter: 3 Subject: 1240201\n",
+      "Iter: 4 Subject: 1240201\n",
+      "Iter: 2 Subject: 909260\n",
+      "Iter: 1 Subject: 908475\n",
+      "Iter: 1 Subject: 684681\n",
+      "Iter: 5 Subject: 1240201\n",
+      "Iter: 2 Subject: 908475\n",
+      "--------------------------------------------------\n",
+      "Subject: 908463 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909260\n",
+      "Iter: 2 Subject: 684681\n",
+      "Iter: 4 Subject: 909260\n",
+      "Iter: 3 Subject: 908475\n",
+      "Iter: 3 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Subject: 905978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 908463\n",
+      "Iter: 4 Subject: 908475\n",
+      "Iter: 4 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908463\n",
+      "Iter: 5 Subject: 908475\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240199 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908463\n",
+      "Iter: 1 Subject: 905978Iter: 4 Subject: 908463\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905978\n",
+      "Iter: 1 Subject: 1240199\n",
+      "Iter: 1 Subject: 1524418\n",
+      "Iter: 1 Subject: 1298362\n",
+      "Iter: 3 Subject: 905978\n",
+      "Iter: 2 Subject: 1524418\n",
+      "Iter: 4 Subject: 905978\n",
+      "Iter: 2 Subject: 1298362\n",
+      "Iter: 2 Subject: 1240199\n",
+      "Iter: 3 Subject: 1524418\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298362\n",
+      "--------------------------------------------------\n",
+      "Subject: 909699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298362\n",
+      "Iter: 3 Subject: 1240199\n",
+      "--------------------------------------------------\n",
+      "Subject: 909706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240209\n",
+      "Iter: 4 Subject: 1240199\n",
+      "--------------------------------------------------\n",
+      "Subject: 753608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240209\n",
+      "Iter: 1 Subject: 909699\n",
+      "Iter: 3 Subject: 1240209\n",
+      "Iter: 4 Subject: 1240209\n",
+      "Iter: 1 Subject: 753608\n",
+      "--------------------------------------------------\n",
+      "Subject: 683667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909699\n",
+      "Iter: 2 Subject: 753608\n",
+      "Iter: 1 Subject: 909706\n",
+      "Iter: 3 Subject: 753608\n",
+      "Iter: 3 Subject: 909699\n",
+      "Iter: 1 Subject: 683667\n",
+      "Iter: 4 Subject: 753608\n",
+      "Iter: 4 Subject: 909699\n",
+      "--------------------------------------------------\n",
+      "Subject: 908471 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 683667\n",
+      "--------------------------------------------------\n",
+      "Subject: 688010 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909706\n",
+      "Iter: 3 Subject: 683667\n",
+      "--------------------------------------------------\n",
+      "Subject: 910899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908471\n",
+      "Iter: 2 Subject: 908471\n",
+      "Iter: 3 Subject: 909706\n",
+      "Iter: 1 Subject: 688010\n",
+      "Iter: 1 Subject: 910899\n",
+      "Iter: 3 Subject: 908471\n",
+      "Iter: 2 Subject: 688010\n",
+      "Iter: 4 Subject: 909706\n",
+      "Iter: 4 Subject: 908471\n",
+      "Iter: 2 Subject: 910899\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 688010\n",
+      "--------------------------------------------------\n",
+      "Subject: 909249 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910899\n",
+      "Iter: 4 Subject: 688010\n",
+      "Iter: 4 Subject: 910899\n",
+      "Iter: 5 Subject: 688010\n",
+      "Iter: 5 Subject: 910899\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240200 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298534\n",
+      "Iter: 2 Subject: 1298534\n",
+      "Iter: 1 Subject: 909263\n",
+      "Iter: 1 Subject: 909249\n",
+      "Iter: 3 Subject: 1298534\n",
+      "Iter: 2 Subject: 909263\n",
+      "Iter: 4 Subject: 1298534\n",
+      "--------------------------------------------------\n",
+      "Subject: 910931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909263\n",
+      "Iter: 2 Subject: 909249\n",
+      "Iter: 1 Subject: 1240200\n",
+      "Iter: 4 Subject: 909263\n",
+      "Iter: 3 Subject: 909249\n",
+      "Iter: 5 Subject: 909263\n",
+      "--------------------------------------------------Iter: 1 Subject: 910931\n",
+      "\n",
+      "Subject: 909700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909249\n",
+      "Iter: 2 Subject: 1240200\n",
+      "Iter: 5 Subject: 909249\n",
+      "Iter: 2 Subject: 910931\n",
+      "--------------------------------------------------\n",
+      "Subject: 910545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240200\n",
+      "Iter: 3 Subject: 910931\n",
+      "Iter: 4 Subject: 910931\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240202 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240200\n",
+      "Iter: 1 Subject: 910545\n",
+      "Iter: 5 Subject: 1240200\n",
+      "Iter: 1 Subject: 909700\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240208 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910545\n",
+      "Iter: 1 Subject: 1240202\n",
+      "Iter: 3 Subject: 910545\n",
+      "Iter: 2 Subject: 909700\n",
+      "Iter: 2 Subject: 1240202\n",
+      "--------------------------------------------------\n",
+      "Subject: 687997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240208\n",
+      "Iter: 3 Subject: 909700\n",
+      "Iter: 3 Subject: 1240202\n",
+      "--------------------------------------------------\n",
+      "Subject: 908472 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240202\n",
+      "Iter: 2 Subject: 1240208\n",
+      "--------------------------------------------------\n",
+      "Subject: 910900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240208\n",
+      "Iter: 1 Subject: 687997\n",
+      "Iter: 4 Subject: 1240208\n",
+      "Iter: 1 Subject: 908472\n",
+      "Iter: 2 Subject: 687997\n",
+      "Iter: 5 Subject: 1240208\n",
+      "Iter: 1 Subject: 910900\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687997\n",
+      "Iter: 2 Subject: 908472\n",
+      "Iter: 2 Subject: 910900\n",
+      "Iter: 4 Subject: 687997\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240196 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910900\n",
+      "Iter: 3 Subject: 908472\n",
+      "--------------------------------------------------\n",
+      "Subject: 910546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908472\n",
+      "--------------------------------------------------\n",
+      "Subject: 909697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240196\n",
+      "Iter: 1 Subject: 910546\n",
+      "Iter: 1 Subject: 909697\n",
+      "Iter: 2 Subject: 1240196\n",
+      "Iter: 1 Subject: 1298539\n",
+      "Iter: 2 Subject: 910546\n",
+      "Iter: 3 Subject: 1240196\n",
+      "Iter: 2 Subject: 909697\n",
+      "--------------------------------------------------\n",
+      "Subject: 930083 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910546\n",
+      "Iter: 3 Subject: 909697\n",
+      "Iter: 2 Subject: 1298539\n",
+      "--------------------------------------------------\n",
+      "Subject: 909251 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910546\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298529 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 930083Iter: 3 Subject: 1298539\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930083\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1298529\n",
+      "Iter: 3 Subject: 930083\n",
+      "Iter: 1 Subject: 909251\n",
+      "Iter: 1 Subject: 1330987\n",
+      "Iter: 4 Subject: 930083\n",
+      "Iter: 2 Subject: 1298529\n",
+      "Iter: 2 Subject: 909251\n",
+      "Iter: 5 Subject: 930083Iter: 2 Subject: 1330987\n",
+      "\n",
+      "Iter: 3 Subject: 1298529\n",
+      "--------------------------------------------------\n",
+      "Subject: 687799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330987\n",
+      "--------------------------------------------------\n",
+      "Subject: 722058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909251\n",
+      "Iter: 4 Subject: 1330987\n",
+      "--------------------------------------------------\n",
+      "Subject: 753600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687799\n",
+      "Iter: 1 Subject: 753600\n",
+      "Iter: 1 Subject: 722058\n",
+      "Iter: 2 Subject: 753600\n",
+      "Iter: 2 Subject: 687799\n",
+      "Iter: 3 Subject: 753600\n",
+      "Iter: 2 Subject: 722058\n",
+      "Iter: 4 Subject: 753600\n",
+      "Iter: 3 Subject: 687799\n",
+      "Iter: 1 Subject: 1524419\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240197 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 722058\n",
+      "Iter: 4 Subject: 687799\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1524419\n",
+      "Iter: 4 Subject: 722058\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524419\n",
+      "Iter: 4 Subject: 1524419\n",
+      "--------------------------------------------------\n",
+      "Subject: 909701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240197\n",
+      "Iter: 1 Subject: 1298538\n",
+      "Iter: 2 Subject: 1240197\n",
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+      "Iter: 3 Subject: 1240197\n",
+      "Iter: 2 Subject: 1298538\n",
+      "Iter: 2 Subject: 909701\n",
+      "Iter: 1 Subject: 1330991\n",
+      "Iter: 4 Subject: 1240197\n",
+      "Iter: 3 Subject: 1298538\n",
+      "Iter: 3 Subject: 909701\n",
+      "--------------------------------------------------\n",
+      "Subject: 909252 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298538\n",
+      "Iter: 4 Subject: 909701\n",
+      "Iter: 2 Subject: 1330991\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240204 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1298538\n",
+      "--------------------------------------------------\n",
+      "Subject: 946360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330991\n",
+      "Iter: 1 Subject: 1240204\n",
+      "Iter: 1 Subject: 909252\n",
+      "Iter: 1 Subject: 946360\n",
+      "Iter: 4 Subject: 1330991\n",
+      "Iter: 2 Subject: 1240204\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298349 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909252\n",
+      "Iter: 2 Subject: 946360\n",
+      "Iter: 3 Subject: 1240204\n",
+      "Iter: 3 Subject: 909252\n",
+      "Iter: 4 Subject: 1240204\n",
+      "Iter: 3 Subject: 946360\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 1298349\n",
+      "\n",
+      "Subject: 909256 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298349\n",
+      "Iter: 3 Subject: 1298349\n",
+      "Iter: 1 Subject: 1298348\n",
+      "Iter: 1 Subject: 905969\n",
+      "Iter: 1 Subject: 909256\n",
+      "Iter: 4 Subject: 1298349\n",
+      "Iter: 2 Subject: 1298348\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240185 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905969\n",
+      "Iter: 3 Subject: 1298348\n",
+      "Iter: 2 Subject: 909256\n",
+      "Iter: 4 Subject: 1298348\n",
+      "Iter: 3 Subject: 905969\n",
+      "Iter: 3 Subject: 909256\n",
+      "Iter: 4 Subject: 905969\n",
+      "--------------------------------------------------\n",
+      "Subject: 909264 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909256\n",
+      "--------------------------------------------------\n",
+      "Subject: 971773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240185\n",
+      "Iter: 2 Subject: 1240185\n",
+      "Iter: 1 Subject: 971773\n",
+      "Iter: 1 Subject: 905964\n",
+      "Iter: 3 Subject: 1240185\n",
+      "Iter: 1 Subject: 909264\n",
+      "--------------------------------------------------\n",
+      "Subject: 925346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 971773\n",
+      "Iter: 2 Subject: 905964\n",
+      "Iter: 2 Subject: 909264\n",
+      "Iter: 3 Subject: 971773\n",
+      "Iter: 3 Subject: 905964\n",
+      "Iter: 1 Subject: 925346\n",
+      "Iter: 3 Subject: 909264\n",
+      "Iter: 4 Subject: 905964\n",
+      "Iter: 4 Subject: 971773\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240205 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925346\n",
+      "--------------------------------------------------\n",
+      "Subject: 909257 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 971773\n",
+      "Iter: 3 Subject: 925346\n",
+      "--------------------------------------------------\n",
+      "Subject: 908476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908467 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240205\n",
+      "Iter: 1 Subject: 909257\n",
+      "Iter: 2 Subject: 1240205\n",
+      "Iter: 2 Subject: 909257\n",
+      "Iter: 1 Subject: 908476\n",
+      "Iter: 1 Subject: 908467\n",
+      "Iter: 3 Subject: 909257\n",
+      "Iter: 3 Subject: 1240205\n",
+      "Iter: 2 Subject: 908476\n",
+      "Iter: 2 Subject: 908467\n",
+      "Iter: 4 Subject: 909257\n",
+      "Iter: 4 Subject: 1240205\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298350 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908467\n",
+      "Iter: 3 Subject: 908476\n",
+      "Iter: 5 Subject: 1240205\n",
+      "Iter: 4 Subject: 908467\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908476\n",
+      "Iter: 5 Subject: 908467\n",
+      "Iter: 5 Subject: 908476\n",
+      "--------------------------------------------------\n",
+      "Subject: 909250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298350\n",
+      "--------------------------------------------------\n",
+      "Subject: 688007 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298359\n",
+      "Iter: 2 Subject: 1298350\n",
+      "Iter: 1 Subject: 688007\n",
+      "Iter: 3 Subject: 1298350\n",
+      "Iter: 4 Subject: 1298350\n",
+      "Iter: 2 Subject: 688007\n",
+      "Iter: 2 Subject: 1298359\n",
+      "Iter: 1 Subject: 909250\n",
+      "--------------------------------------------------\n",
+      "Subject: 753575 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 688007\n",
+      "--------------------------------------------------\n",
+      "Subject: 909975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298359\n",
+      "Iter: 2 Subject: 909250\n",
+      "Iter: 4 Subject: 1298359\n",
+      "Iter: 5 Subject: 1298359\n",
+      "Iter: 3 Subject: 909250\n",
+      "Iter: 1 Subject: 753575\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 907279 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909975\n",
+      "Iter: 4 Subject: 909250\n",
+      "Iter: 2 Subject: 753575\n",
+      "Iter: 2 Subject: 909975\n",
+      "--------------------------------------------------\n",
+      "Subject: 946361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753575\n",
+      "Iter: 3 Subject: 909975\n",
+      "Iter: 1 Subject: 907279\n",
+      "Iter: 4 Subject: 909975\n",
+      "Iter: 4 Subject: 753575Iter: 1 Subject: 946361\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 753575\n",
+      "Iter: 2 Subject: 946361\n",
+      "Iter: 2 Subject: 907279\n",
+      "--------------------------------------------------\n",
+      "Subject: 753588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946361\n",
+      "Iter: 3 Subject: 907279\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907796\n",
+      "Iter: 4 Subject: 907279\n",
+      "--------------------------------------------------Iter: 1 Subject: 753588\n",
+      "\n",
+      "Subject: 906868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907796\n",
+      "Iter: 2 Subject: 753588\n",
+      "Iter: 3 Subject: 753588\n",
+      "Iter: 3 Subject: 907796\n",
+      "Iter: 1 Subject: 906868\n",
+      "Iter: 4 Subject: 753588\n",
+      "Iter: 1 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 906873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907796\n",
+      "Iter: 2 Subject: 906868\n",
+      "Iter: 5 Subject: 907796\n",
+      "Iter: 2 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906868\n",
+      "Iter: 4 Subject: 906868\n",
+      "Iter: 3 Subject: 1298226\n",
+      "Iter: 5 Subject: 906868\n",
+      "Iter: 4 Subject: 1298226\n",
+      "Iter: 1 Subject: 1240174\n",
+      "Iter: 1 Subject: 906873\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1298226\n",
+      "Iter: 2 Subject: 1240174\n",
+      "--------------------------------------------------\n",
+      "Subject: 924187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240174\n",
+      "Iter: 2 Subject: 906873\n",
+      "Iter: 4 Subject: 1240174\n",
+      "--------------------------------------------------\n",
+      "Subject: 907300 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906873\n",
+      "Iter: 1 Subject: 924187\n",
+      "Iter: 1 Subject: 1330955\n",
+      "Iter: 4 Subject: 906873\n",
+      "--------------------------------------------------\n",
+      "Subject: 907276 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330955\n",
+      "Iter: 2 Subject: 924187\n",
+      "Iter: 3 Subject: 1330955\n",
+      "Iter: 3 Subject: 924187\n",
+      "Iter: 1 Subject: 907276\n",
+      "--------------------------------------------------\n",
+      "Subject: 907277 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907300\n",
+      "Iter: 2 Subject: 907276\n",
+      "Iter: 1 Subject: 753586\n",
+      "Iter: 3 Subject: 907276\n",
+      "Iter: 2 Subject: 907300\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907277\n",
+      "Iter: 2 Subject: 753586\n",
+      "Iter: 3 Subject: 907300\n",
+      "Iter: 2 Subject: 907277\n",
+      "Iter: 3 Subject: 753586\n",
+      "Iter: 4 Subject: 753586\n",
+      "Iter: 3 Subject: 907277\n",
+      "Iter: 4 Subject: 907300\n",
+      "--------------------------------------------------\n",
+      "Subject: 910694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907277\n",
+      "Iter: 1 Subject: 1330935\n",
+      "--------------------------------------------------\n",
+      "Subject: 907323 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330935\n",
+      "Iter: 3 Subject: 1330935\n",
+      "Iter: 1 Subject: 910694\n",
+      "Iter: 1 Subject: 907323\n",
+      "Iter: 4 Subject: 1330935\n",
+      "Iter: 5 Subject: 1330935\n",
+      "Iter: 2 Subject: 907323\n",
+      "Iter: 2 Subject: 910694\n",
+      "--------------------------------------------------\n",
+      "Subject: 907291 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910932\n",
+      "Iter: 3 Subject: 907323\n",
+      "Iter: 3 Subject: 910694\n",
+      "Iter: 4 Subject: 907323\n",
+      "Iter: 4 Subject: 910694\n",
+      "--------------------------------------------------\n",
+      "Subject: 910948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907291\n",
+      "--------------------------------------------------\n",
+      "Subject: 908127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910932\n",
+      "Iter: 2 Subject: 907291\n",
+      "Iter: 3 Subject: 907291\n",
+      "Iter: 1 Subject: 910948\n",
+      "Iter: 4 Subject: 907291\n",
+      "Iter: 3 Subject: 910932\n",
+      "--------------------------------------------------\n",
+      "Subject: 907319 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 910948\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908127\n",
+      "Iter: 4 Subject: 910932\n",
+      "Iter: 3 Subject: 910948\n",
+      "--------------------------------------------------\n",
+      "Subject: 753574 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908127\n",
+      "Iter: 1 Subject: 907319\n",
+      "Iter: 3 Subject: 908127\n",
+      "Iter: 2 Subject: 907319\n",
+      "Iter: 4 Subject: 908127\n",
+      "Iter: 3 Subject: 907319\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753574\n",
+      "Iter: 1 Subject: 1327774\n",
+      "Iter: 2 Subject: 753574\n",
+      "Iter: 1 Subject: 907786\n",
+      "Iter: 2 Subject: 1327774\n",
+      "Iter: 1 Subject: 1298219\n",
+      "Iter: 3 Subject: 1327774\n",
+      "Iter: 3 Subject: 753574\n",
+      "Iter: 2 Subject: 907786\n",
+      "--------------------------------------------------\n",
+      "Subject: 924239 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907786\n",
+      "Iter: 4 Subject: 753574\n",
+      "Iter: 2 Subject: 1298219\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298219\n",
+      "Iter: 4 Subject: 1298219\n",
+      "Iter: 1 Subject: 906863\n",
+      "--------------------------------------------------\n",
+      "Subject: 907299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240169\n",
+      "Iter: 2 Subject: 1240169\n",
+      "Iter: 1 Subject: 924239\n",
+      "Iter: 2 Subject: 906863\n",
+      "Iter: 3 Subject: 1240169\n",
+      "Iter: 3 Subject: 906863\n",
+      "Iter: 4 Subject: 1240169\n",
+      "Iter: 2 Subject: 924239\n",
+      "Iter: 4 Subject: 906863\n",
+      "Iter: 1 Subject: 907299\n",
+      "--------------------------------------------------\n",
+      "Subject: 906871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 925343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924239\n",
+      "--------------------------------------------------\n",
+      "Subject: 908126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907299\n",
+      "Iter: 3 Subject: 907299\n",
+      "Iter: 4 Subject: 907299\n",
+      "--------------------------------------------------\n",
+      "Subject: 907321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 925343\n",
+      "Iter: 1 Subject: 908126\n",
+      "Iter: 2 Subject: 925343\n",
+      "Iter: 3 Subject: 925343\n",
+      "Iter: 1 Subject: 907321\n",
+      "Iter: 1 Subject: 906871\n",
+      "Iter: 2 Subject: 908126\n",
+      "Iter: 4 Subject: 925343\n",
+      "--------------------------------------------------\n",
+      "Subject: 907311 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907321\n",
+      "Iter: 3 Subject: 908126\n",
+      "Iter: 3 Subject: 907321\n",
+      "Iter: 2 Subject: 906871\n",
+      "Iter: 4 Subject: 908126\n",
+      "Iter: 4 Subject: 907321\n",
+      "--------------------------------------------------\n",
+      "Subject: 907284 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907311\n",
+      "Iter: 3 Subject: 906871\n",
+      "Iter: 2 Subject: 907311\n",
+      "--------------------------------------------------\n",
+      "Subject: 949170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906871\n",
+      "--------------------------------------------------\n",
+      "Subject: 753592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907284\n",
+      "Iter: 2 Subject: 907284\n",
+      "Iter: 3 Subject: 907284\n",
+      "Iter: 4 Subject: 907284\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330931\n",
+      "Iter: 1 Subject: 753592\n",
+      "Iter: 1 Subject: 949170\n",
+      "Iter: 2 Subject: 1330931\n",
+      "Iter: 2 Subject: 949170\n",
+      "Iter: 2 Subject: 753592\n",
+      "Iter: 1 Subject: 1240168\n",
+      "Iter: 3 Subject: 949170\n",
+      "Iter: 3 Subject: 753592\n",
+      "Iter: 2 Subject: 1240168\n",
+      "Iter: 3 Subject: 1330931\n",
+      "Iter: 4 Subject: 949170\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240168Subject: 1290806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 4 Subject: 753592--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 1240168\n",
+      "Iter: 5 Subject: 753592\n",
+      "--------------------------------------------------\n",
+      "Subject: 906872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240168\n",
+      "--------------------------------------------------\n",
+      "Subject: 908129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906999\n",
+      "Iter: 1 Subject: 906872\n",
+      "Iter: 2 Subject: 906999\n",
+      "Iter: 1 Subject: 908129\n",
+      "Iter: 2 Subject: 906872\n",
+      "Iter: 1 Subject: 1290806\n",
+      "Iter: 3 Subject: 906999\n",
+      "Iter: 2 Subject: 908129\n",
+      "Iter: 3 Subject: 906872\n",
+      "Iter: 4 Subject: 906999\n",
+      "Iter: 3 Subject: 908129\n",
+      "Iter: 5 Subject: 906999\n",
+      "Iter: 2 Subject: 1290806\n",
+      "Iter: 4 Subject: 906872\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908129\n",
+      "--------------------------------------------------\n",
+      "Subject: 907313 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290806\n",
+      "Iter: 4 Subject: 1290806\n",
+      "Iter: 1 Subject: 1330944\n",
+      "--------------------------------------------------\n",
+      "Subject: 753570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330944\n",
+      "Iter: 1 Subject: 907313\n",
+      "Iter: 3 Subject: 1330944\n",
+      "--------------------------------------------------\n",
+      "Subject: 713899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298168\n",
+      "Iter: 2 Subject: 907313\n",
+      "Iter: 1 Subject: 753570\n",
+      "Iter: 3 Subject: 907313\n",
+      "Iter: 2 Subject: 1298168\n",
+      "Iter: 4 Subject: 907313\n",
+      "Iter: 2 Subject: 753570\n",
+      "Iter: 1 Subject: 713899\n",
+      "--------------------------------------------------\n",
+      "Subject: 907795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753570\n",
+      "Iter: 3 Subject: 1298168\n",
+      "Iter: 2 Subject: 713899\n",
+      "Iter: 4 Subject: 753570\n",
+      "Iter: 1 Subject: 907795\n",
+      "Iter: 3 Subject: 713899\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298168\n",
+      "Iter: 2 Subject: 907795\n",
+      "Iter: 4 Subject: 713899\n",
+      "Iter: 5 Subject: 1298168\n",
+      "--------------------------------------------------\n",
+      "Subject: 906865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907795\n",
+      "--------------------------------------------------\n",
+      "Subject: 906877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907795\n",
+      "Iter: 1 Subject: 1240170\n",
+      "--------------------------------------------------\n",
+      "Subject: 908147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240170\n",
+      "Iter: 1 Subject: 906865\n",
+      "Iter: 3 Subject: 1240170\n",
+      "Iter: 1 Subject: 906877\n",
+      "Iter: 1 Subject: 908147\n",
+      "Iter: 4 Subject: 1240170\n",
+      "Iter: 2 Subject: 908147\n",
+      "Iter: 2 Subject: 906865\n",
+      "Iter: 2 Subject: 906877\n",
+      "--------------------------------------------------\n",
+      "Subject: 908128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240170\n",
+      "Iter: 3 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 753576 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906877\n",
+      "Iter: 4 Subject: 906877\n",
+      "Iter: 4 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753576\n",
+      "Iter: 1 Subject: 908128\n",
+      "Iter: 1 Subject: 1298169\n",
+      "Iter: 1 Subject: 1330933\n",
+      "Iter: 2 Subject: 753576\n",
+      "Iter: 2 Subject: 1298169\n",
+      "Iter: 2 Subject: 1330933\n",
+      "Iter: 3 Subject: 1298169\n",
+      "Iter: 2 Subject: 908128\n",
+      "Iter: 3 Subject: 753576\n",
+      "Iter: 3 Subject: 1330933\n",
+      "--------------------------------------------------\n",
+      "Subject: 753578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298169\n",
+      "Iter: 4 Subject: 753576\n",
+      "Iter: 3 Subject: 908128\n",
+      "Iter: 5 Subject: 1298169\n",
+      "--------------------------------------------------\n",
+      "Subject: 724863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 753576\n",
+      "--------------------------------------------------\n",
+      "Subject: 998189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753578\n",
+      "Iter: 2 Subject: 753578\n",
+      "Iter: 1 Subject: 998189\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 753578\n",
+      "Iter: 4 Subject: 753578\n",
+      "Iter: 2 Subject: 998189\n",
+      "Iter: 1 Subject: 907783\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 998189\n",
+      "Iter: 1 Subject: 724863\n",
+      "Iter: 2 Subject: 907783\n",
+      "Iter: 4 Subject: 998189\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907783\n",
+      "Iter: 2 Subject: 724863\n",
+      "Iter: 1 Subject: 1240129\n",
+      "Iter: 4 Subject: 907783\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240129\n",
+      "Iter: 3 Subject: 724863\n",
+      "Iter: 3 Subject: 1240129\n",
+      "Iter: 4 Subject: 724863\n",
+      "Iter: 4 Subject: 1240129\n",
+      "--------------------------------------------------\n",
+      "Subject: 908146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687514 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290807\n",
+      "Iter: 1 Subject: 1240130\n",
+      "Iter: 2 Subject: 1290807\n",
+      "Iter: 3 Subject: 1290807\n",
+      "Iter: 1 Subject: 687514\n",
+      "Iter: 4 Subject: 1290807\n",
+      "Iter: 2 Subject: 1240130\n",
+      "Iter: 1 Subject: 908146\n",
+      "--------------------------------------------------\n",
+      "Subject: 753573 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687514\n",
+      "Iter: 3 Subject: 1240130Iter: 2 Subject: 908146\n",
+      "\n",
+      "Iter: 3 Subject: 908146\n",
+      "Iter: 4 Subject: 1240130\n",
+      "Iter: 1 Subject: 753573\n",
+      "Iter: 3 Subject: 687514\n",
+      "--------------------------------------------------\n",
+      "Subject: 907271 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924188 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753582 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753573\n",
+      "Iter: 3 Subject: 753573\n",
+      "Iter: 4 Subject: 753573\n",
+      "Iter: 1 Subject: 753582\n",
+      "Iter: 1 Subject: 907271\n",
+      "Iter: 5 Subject: 753573\n",
+      "--------------------------------------------------\n",
+      "Subject: 713878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753582\n",
+      "Iter: 2 Subject: 907271\n",
+      "Iter: 1 Subject: 924188\n",
+      "Iter: 3 Subject: 753582\n",
+      "Iter: 1 Subject: 713878\n",
+      "Iter: 3 Subject: 907271\n",
+      "Iter: 4 Subject: 753582\n",
+      "--------------------------------------------------\n",
+      "Subject: 907792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924188Iter: 2 Subject: 713878\n",
+      "\n",
+      "Iter: 4 Subject: 907271\n",
+      "Iter: 3 Subject: 713878\n",
+      "Iter: 5 Subject: 907271\n",
+      "--------------------------------------------------\n",
+      "Subject: 906869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924188\n",
+      "Iter: 1 Subject: 907792\n",
+      "Iter: 6 Subject: 907271\n",
+      "--------------------------------------------------\n",
+      "Subject: 906875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907792\n",
+      "Iter: 3 Subject: 907792\n",
+      "Iter: 1 Subject: 906869\n",
+      "Iter: 4 Subject: 907792\n",
+      "--------------------------------------------------\n",
+      "Subject: 908148 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906869\n",
+      "Iter: 1 Subject: 906875\n",
+      "Iter: 1 Subject: 907298\n",
+      "Iter: 3 Subject: 906869\n",
+      "Iter: 4 Subject: 906869\n",
+      "Iter: 2 Subject: 907298\n",
+      "Iter: 2 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 908124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907298\n",
+      "Iter: 3 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 907317 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907317\n",
+      "Iter: 1 Subject: 908148\n",
+      "Iter: 2 Subject: 907317\n",
+      "Iter: 3 Subject: 907317\n",
+      "Iter: 2 Subject: 908148\n",
+      "--------------------------------------------------\n",
+      "Subject: 924186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908124\n",
+      "Iter: 3 Subject: 908148\n",
+      "Iter: 1 Subject: 1327775\n",
+      "Iter: 1 Subject: 924186\n",
+      "Iter: 4 Subject: 908148\n",
+      "Iter: 2 Subject: 908124\n",
+      "Iter: 2 Subject: 1327775\n",
+      "--------------------------------------------------\n",
+      "Subject: 907787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924186\n",
+      "Iter: 3 Subject: 924186\n",
+      "Iter: 3 Subject: 908124\n",
+      "Iter: 3 Subject: 1327775\n",
+      "Iter: 4 Subject: 924186\n",
+      "--------------------------------------------------\n",
+      "Subject: 753589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 917486 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908124\n",
+      "--------------------------------------------------\n",
+      "Subject: 907789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907787\n",
+      "Iter: 1 Subject: 753589\n",
+      "Iter: 1 Subject: 917486\n",
+      "Iter: 2 Subject: 907787\n",
+      "Iter: 2 Subject: 753589\n",
+      "Iter: 3 Subject: 753589\n",
+      "Iter: 2 Subject: 917486\n",
+      "Iter: 1 Subject: 907789Iter: 3 Subject: 907787\n",
+      "\n",
+      "Iter: 4 Subject: 753589\n",
+      "--------------------------------------------------Iter: 4 Subject: 907787\n",
+      "\n",
+      "Subject: 687568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 917486\n",
+      "Iter: 2 Subject: 907789--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 924250 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 907041 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 917486\n",
+      "--------------------------------------------------\n",
+      "Subject: 908149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687568\n",
+      "Iter: 1 Subject: 924250\n",
+      "Iter: 1 Subject: 908149\n",
+      "Iter: 2 Subject: 687568\n",
+      "Iter: 2 Subject: 924250\n",
+      "Iter: 3 Subject: 687568\n",
+      "Iter: 2 Subject: 908149\n",
+      "Iter: 3 Subject: 924250\n",
+      "Iter: 4 Subject: 687568\n",
+      "Iter: 3 Subject: 908149\n",
+      "Iter: 1 Subject: 907041\n",
+      "Iter: 4 Subject: 924250\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330943\n",
+      "Iter: 2 Subject: 907041\n",
+      "Iter: 2 Subject: 1330943\n",
+      "Iter: 3 Subject: 907041\n",
+      "Iter: 3 Subject: 1330943\n",
+      "Iter: 1 Subject: 1240179\n",
+      "Iter: 4 Subject: 907041\n",
+      "Iter: 4 Subject: 1330943\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1240179\n",
+      "Iter: 3 Subject: 1240179\n",
+      "Iter: 1 Subject: 753596\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299078 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687588\n",
+      "Iter: 1 Subject: 1240173\n",
+      "Iter: 2 Subject: 687588\n",
+      "Iter: 1 Subject: 1299078\n",
+      "Iter: 3 Subject: 687588\n",
+      "Iter: 2 Subject: 753596\n",
+      "Iter: 2 Subject: 1240173\n",
+      "Iter: 4 Subject: 687588\n",
+      "Iter: 2 Subject: 1299078\n",
+      "--------------------------------------------------\n",
+      "Subject: 909905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299078\n",
+      "Iter: 3 Subject: 753596\n",
+      "Iter: 3 Subject: 1240173\n",
+      "Iter: 4 Subject: 1299078\n",
+      "Iter: 4 Subject: 753596\n",
+      "Iter: 4 Subject: 1240173\n",
+      "Iter: 5 Subject: 1299078\n",
+      "Iter: 1 Subject: 909905\n",
+      "--------------------------------------------------\n",
+      "Subject: 753621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930297 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909905\n",
+      "Iter: 3 Subject: 909905\n",
+      "--------------------------------------------------\n",
+      "Subject: 909709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753621\n",
+      "Iter: 1 Subject: 753623\n",
+      "Iter: 2 Subject: 753621\n",
+      "Iter: 2 Subject: 753623\n",
+      "Iter: 3 Subject: 753621\n",
+      "Iter: 1 Subject: 930297\n",
+      "Iter: 4 Subject: 753621\n",
+      "Iter: 3 Subject: 753623\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909709\n",
+      "Iter: 2 Subject: 930297\n",
+      "Iter: 4 Subject: 753623\n",
+      "Iter: 5 Subject: 753623\n",
+      "Iter: 3 Subject: 930297\n",
+      "--------------------------------------------------\n",
+      "Subject: 717431 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909709\n",
+      "Iter: 1 Subject: 1240216\n",
+      "Iter: 3 Subject: 909709\n",
+      "Iter: 2 Subject: 1240216\n",
+      "Iter: 4 Subject: 909709\n",
+      "Iter: 1 Subject: 717431\n",
+      "Iter: 1 Subject: 753594\n",
+      "--------------------------------------------------\n",
+      "Subject: 971777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240216\n",
+      "Iter: 2 Subject: 753594\n",
+      "Iter: 2 Subject: 717431\n",
+      "Iter: 4 Subject: 1240216\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753594\n",
+      "Iter: 3 Subject: 717431\n",
+      "Iter: 4 Subject: 753594\n",
+      "Iter: 1 Subject: 971777\n",
+      "Iter: 4 Subject: 717431\n",
+      "--------------------------------------------------\n",
+      "Subject: 909777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299081 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 971777\n",
+      "Iter: 1 Subject: 1330947\n",
+      "Iter: 3 Subject: 971777\n",
+      "Iter: 4 Subject: 971777\n",
+      "--------------------------------------------------\n",
+      "Subject: 909904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330947\n",
+      "Iter: 1 Subject: 909777\n",
+      "Iter: 3 Subject: 1330947\n",
+      "Iter: 1 Subject: 909904\n",
+      "Iter: 2 Subject: 909904\n",
+      "Iter: 4 Subject: 1330947\n",
+      "Iter: 2 Subject: 909777\n",
+      "--------------------------------------------------\n",
+      "Subject: 753622 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909777\n",
+      "Iter: 3 Subject: 909904\n",
+      "--------------------------------------------------\n",
+      "Subject: 946353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909904\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331032 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299081\n",
+      "Iter: 1 Subject: 753622\n",
+      "Iter: 2 Subject: 753622\n",
+      "Iter: 1 Subject: 1331032\n",
+      "Iter: 3 Subject: 753622\n",
+      "Iter: 2 Subject: 1299081\n",
+      "Iter: 2 Subject: 1331032\n",
+      "Iter: 4 Subject: 753622\n",
+      "Iter: 1 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 909738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331032\n",
+      "Iter: 3 Subject: 1299081\n",
+      "Iter: 4 Subject: 1331032\n",
+      "--------------------------------------------------\n",
+      "Subject: 687457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299081\n",
+      "Iter: 2 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 688087 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946353\n",
+      "Iter: 1 Subject: 909738\n",
+      "Iter: 4 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 908156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687457\n",
+      "Iter: 2 Subject: 909738\n",
+      "Iter: 1 Subject: 688087\n",
+      "Iter: 3 Subject: 909738\n",
+      "Iter: 2 Subject: 687457\n",
+      "Iter: 4 Subject: 909738\n",
+      "Iter: 2 Subject: 688087\n",
+      "--------------------------------------------------\n",
+      "Subject: 753595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687457\n",
+      "Iter: 3 Subject: 688087\n",
+      "--------------------------------------------------\n",
+      "Subject: 905958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687457\n",
+      "Iter: 1 Subject: 908156\n",
+      "--------------------------------------------------\n",
+      "Subject: 909778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908156\n",
+      "Iter: 1 Subject: 753595\n",
+      "Iter: 1 Subject: 909778\n",
+      "Iter: 1 Subject: 905958\n",
+      "Iter: 3 Subject: 908156\n",
+      "Iter: 2 Subject: 909778\n",
+      "Iter: 2 Subject: 905958Iter: 3 Subject: 909778\n",
+      "\n",
+      "Iter: 2 Subject: 753595\n",
+      "Iter: 4 Subject: 908156\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905958\n",
+      "Iter: 4 Subject: 905958\n",
+      "Iter: 3 Subject: 753595\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909907\n",
+      "Iter: 2 Subject: 909907\n",
+      "Iter: 3 Subject: 909907\n",
+      "Iter: 1 Subject: 1240222\n",
+      "Iter: 4 Subject: 909907\n",
+      "Iter: 1 Subject: 909770\n",
+      "Iter: 2 Subject: 1240222\n",
+      "--------------------------------------------------\n",
+      "Subject: 905982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240222\n",
+      "Iter: 1 Subject: 1240226\n",
+      "Iter: 2 Subject: 909770\n",
+      "Iter: 4 Subject: 1240222\n",
+      "Iter: 3 Subject: 909770\n",
+      "--------------------------------------------------\n",
+      "Subject: 724879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240226\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 724879\n",
+      "Iter: 3 Subject: 1240226\n",
+      "Iter: 1 Subject: 905982\n",
+      "Iter: 2 Subject: 724879\n",
+      "Iter: 3 Subject: 724879\n",
+      "Iter: 4 Subject: 1240226\n",
+      "Iter: 5 Subject: 1240226\n",
+      "Iter: 4 Subject: 724879\n",
+      "--------------------------------------------------Iter: 2 Subject: 905982\n",
+      "\n",
+      "Subject: 1240178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 724879\n",
+      "--------------------------------------------------\n",
+      "Subject: 908131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905982\n",
+      "Iter: 1 Subject: 909719\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298232 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908131\n",
+      "Iter: 1 Subject: 1240178\n",
+      "Iter: 2 Subject: 908131\n",
+      "Iter: 2 Subject: 909719\n",
+      "Iter: 1 Subject: 1298232\n",
+      "Iter: 2 Subject: 1240178\n",
+      "Iter: 3 Subject: 908131\n",
+      "Iter: 2 Subject: 1298232\n",
+      "Iter: 3 Subject: 1240178\n",
+      "Iter: 4 Subject: 908131\n",
+      "Iter: 3 Subject: 909719\n",
+      "Iter: 3 Subject: 1298232\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299075 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240178\n",
+      "--------------------------------------------------\n",
+      "Subject: 909785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909719\n",
+      "--------------------------------------------------\n",
+      "Subject: 687592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687592\n",
+      "Iter: 2 Subject: 687592\n",
+      "Iter: 1 Subject: 1299075\n",
+      "Iter: 1 Subject: 946356\n",
+      "Iter: 3 Subject: 687592Iter: 1 Subject: 909785\n",
+      "\n",
+      "Iter: 2 Subject: 946356\n",
+      "Iter: 4 Subject: 687592\n",
+      "Iter: 2 Subject: 1299075\n",
+      "Iter: 2 Subject: 909785\n",
+      "Iter: 3 Subject: 946356\n",
+      "Iter: 5 Subject: 687592\n",
+      "Iter: 3 Subject: 909785\n",
+      "Iter: 4 Subject: 946356\n",
+      "--------------------------------------------------\n",
+      "Subject: 909771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299075\n",
+      "--------------------------------------------------\n",
+      "Subject: 909739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1247871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299075\n",
+      "Iter: 5 Subject: 1299075\n",
+      "--------------------------------------------------\n",
+      "Subject: 905959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909739\n",
+      "Iter: 2 Subject: 909739\n",
+      "Iter: 1 Subject: 1247871\n",
+      "Iter: 1 Subject: 905959\n",
+      "Iter: 1 Subject: 909771\n",
+      "Iter: 3 Subject: 909739\n",
+      "Iter: 4 Subject: 909739Iter: 2 Subject: 1247871\n",
+      "\n",
+      "Iter: 2 Subject: 905959\n",
+      "--------------------------------------------------\n",
+      "Subject: 910906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1247871\n",
+      "Iter: 2 Subject: 909771\n",
+      "Iter: 3 Subject: 905959\n",
+      "Iter: 4 Subject: 1247871\n",
+      "Iter: 4 Subject: 905959\n",
+      "Iter: 5 Subject: 1247871\n",
+      "Iter: 3 Subject: 909771\n",
+      "Iter: 5 Subject: 905959\n",
+      "--------------------------------------------------\n",
+      "Subject: 908141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910906\n",
+      "Iter: 4 Subject: 909771\n",
+      "--------------------------------------------------\n",
+      "Subject: 753615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910906\n",
+      "Iter: 3 Subject: 910906\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331048\n",
+      "Iter: 1 Subject: 908136\n",
+      "Iter: 1 Subject: 753615\n",
+      "Iter: 2 Subject: 1331048\n",
+      "Iter: 2 Subject: 908136\n",
+      "Iter: 3 Subject: 1331048\n",
+      "Iter: 2 Subject: 753615\n",
+      "Iter: 3 Subject: 908136\n",
+      "Iter: 1 Subject: 908141\n",
+      "Iter: 4 Subject: 1331048\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299080 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753615\n",
+      "Iter: 4 Subject: 753615\n",
+      "Iter: 1 Subject: 905981\n",
+      "Iter: 5 Subject: 753615\n",
+      "--------------------------------------------------\n",
+      "Subject: 946354 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905981\n",
+      "Iter: 2 Subject: 908141\n",
+      "Iter: 3 Subject: 905981\n",
+      "Iter: 4 Subject: 905981\n",
+      "Iter: 1 Subject: 1299080\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946354\n",
+      "Iter: 2 Subject: 946354\n",
+      "Iter: 3 Subject: 908141\n",
+      "Iter: 3 Subject: 946354\n",
+      "Iter: 2 Subject: 1299080\n",
+      "Iter: 4 Subject: 946354\n",
+      "Iter: 1 Subject: 1299064\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331038 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299064\n",
+      "Iter: 3 Subject: 1299080\n",
+      "Iter: 3 Subject: 1299064\n",
+      "Iter: 4 Subject: 908141\n",
+      "--------------------------------------------------\n",
+      "Subject: 909725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299080\n",
+      "Iter: 1 Subject: 1331038\n",
+      "Iter: 5 Subject: 1299080\n",
+      "--------------------------------------------------\n",
+      "Subject: 724812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909755\n",
+      "Iter: 2 Subject: 1331038\n",
+      "Iter: 2 Subject: 909755\n",
+      "Iter: 3 Subject: 1331038\n",
+      "--------------------------------------------------\n",
+      "Subject: 908151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909755\n",
+      "Iter: 4 Subject: 909755\n",
+      "Iter: 1 Subject: 724812\n",
+      "--------------------------------------------------\n",
+      "Subject: 905946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909725\n",
+      "Iter: 1 Subject: 908151\n",
+      "Iter: 2 Subject: 724812\n",
+      "Iter: 2 Subject: 908151\n",
+      "Iter: 1 Subject: 905946\n",
+      "Iter: 3 Subject: 724812\n",
+      "Iter: 3 Subject: 908151\n",
+      "Iter: 4 Subject: 724812\n",
+      "Iter: 2 Subject: 909725\n",
+      "Iter: 2 Subject: 905946\n",
+      "Iter: 4 Subject: 908151\n",
+      "--------------------------------------------------\n",
+      "Subject: 724838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 908151\n",
+      "Iter: 3 Subject: 905946\n",
+      "Iter: 3 Subject: 909725\n",
+      "--------------------------------------------------\n",
+      "Subject: 909780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905946\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 713885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724838\n",
+      "Iter: 2 Subject: 724838\n",
+      "Iter: 1 Subject: 1331049\n",
+      "Iter: 1 Subject: 713885\n",
+      "Iter: 3 Subject: 724838\n",
+      "Iter: 1 Subject: 909780Iter: 2 Subject: 1331049\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Iter: 2 Subject: 713885\n",
+      "Iter: 3 Subject: 1331049\n",
+      "Iter: 4 Subject: 724838\n",
+      "Iter: 3 Subject: 713885\n",
+      "--------------------------------------------------\n",
+      "Subject: 753614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909780\n",
+      "Iter: 4 Subject: 713885\n",
+      "--------------------------------------------------\n",
+      "Subject: 905956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909780\n",
+      "Iter: 1 Subject: 753614\n",
+      "Iter: 2 Subject: 753614\n",
+      "Iter: 4 Subject: 909780\n",
+      "Iter: 1 Subject: 1240223\n",
+      "Iter: 3 Subject: 753614\n",
+      "Iter: 5 Subject: 909780\n",
+      "Iter: 4 Subject: 753614\n",
+      "--------------------------------------------------\n",
+      "Subject: 910907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240223\n",
+      "Iter: 5 Subject: 753614\n",
+      "--------------------------------------------------\n",
+      "Subject: 905962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240223\n",
+      "Iter: 4 Subject: 1240223\n",
+      "Iter: 1 Subject: 905956\n",
+      "Iter: 5 Subject: 1240223\n",
+      "--------------------------------------------------\n",
+      "Subject: 905945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905962\n",
+      "Iter: 1 Subject: 910907\n",
+      "Iter: 2 Subject: 905956\n",
+      "Iter: 1 Subject: 905945\n",
+      "Iter: 2 Subject: 905962\n",
+      "Iter: 3 Subject: 905956\n",
+      "Iter: 2 Subject: 910907\n",
+      "Iter: 3 Subject: 905962\n",
+      "Iter: 2 Subject: 905945\n",
+      "--------------------------------------------------\n",
+      "Subject: 908139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905945\n",
+      "Iter: 4 Subject: 905962\n",
+      "Iter: 3 Subject: 910907\n",
+      "--------------------------------------------------\n",
+      "Subject: 925339 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905945\n",
+      "Iter: 1 Subject: 908139\n",
+      "Iter: 5 Subject: 905945\n",
+      "Iter: 4 Subject: 910907\n",
+      "--------------------------------------------------\n",
+      "Subject: 905983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908139\n",
+      "Iter: 5 Subject: 910907\n",
+      "Iter: 3 Subject: 908139\n",
+      "Iter: 6 Subject: 910907\n",
+      "Iter: 4 Subject: 908139\n",
+      "Iter: 1 Subject: 925339\n",
+      "Iter: 1 Subject: 905983\n",
+      "--------------------------------------------------\n",
+      "Subject: 688121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905983\n",
+      "Iter: 2 Subject: 925339\n",
+      "Iter: 3 Subject: 905983\n",
+      "Iter: 3 Subject: 925339\n",
+      "--------------------------------------------------\n",
+      "Subject: 909708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331050\n",
+      "Iter: 4 Subject: 925339\n",
+      "--------------------------------------------------\n",
+      "Subject: 735784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331050\n",
+      "Iter: 1 Subject: 688121\n",
+      "Iter: 3 Subject: 1331050\n",
+      "Iter: 4 Subject: 1331050\n",
+      "Iter: 1 Subject: 735784--------------------------------------------------\n",
+      "Subject: 909773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 688121\n",
+      "Iter: 2 Subject: 735784\n",
+      "Iter: 1 Subject: 909708\n",
+      "Iter: 3 Subject: 688121Iter: 3 Subject: 735784\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 688121\n",
+      "Iter: 5 Subject: 688121\n",
+      "Iter: 2 Subject: 909708\n",
+      "Iter: 1 Subject: 909716\n",
+      "--------------------------------------------------\n",
+      "Subject: 909756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909773\n",
+      "Iter: 2 Subject: 909716\n",
+      "Iter: 3 Subject: 909708\n",
+      "Iter: 3 Subject: 909716\n",
+      "Iter: 1 Subject: 909756\n",
+      "Iter: 2 Subject: 909773\n",
+      "Iter: 4 Subject: 909716\n",
+      "Iter: 4 Subject: 909708\n",
+      "Iter: 2 Subject: 909756\n",
+      "Iter: 5 Subject: 909716\n",
+      "--------------------------------------------------\n",
+      "Subject: 909736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909773\n",
+      "Iter: 5 Subject: 909708\n",
+      "--------------------------------------------------\n",
+      "Subject: 687586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909756\n",
+      "Iter: 6 Subject: 909708\n",
+      "Iter: 4 Subject: 909756\n",
+      "--------------------------------------------------\n",
+      "Subject: 908138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687586\n",
+      "Iter: 2 Subject: 687586\n",
+      "Iter: 1 Subject: 907799\n",
+      "Iter: 3 Subject: 687586\n",
+      "Iter: 1 Subject: 908138\n",
+      "Iter: 4 Subject: 687586\n",
+      "Iter: 2 Subject: 907799\n",
+      "Iter: 2 Subject: 908138\n",
+      "Iter: 5 Subject: 687586\n",
+      "Iter: 3 Subject: 907799\n",
+      "Iter: 1 Subject: 909736\n",
+      "--------------------------------------------------\n",
+      "Subject: 687590 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908138\n",
+      "Iter: 4 Subject: 908138\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299076 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687590\n",
+      "Iter: 1 Subject: 909779\n",
+      "Iter: 2 Subject: 909736\n",
+      "Iter: 2 Subject: 687590\n",
+      "Iter: 2 Subject: 909779\n",
+      "Iter: 3 Subject: 909736\n",
+      "Iter: 3 Subject: 909779\n",
+      "Iter: 3 Subject: 687590\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909736\n",
+      "Iter: 4 Subject: 687590\n",
+      "--------------------------------------------------\n",
+      "Subject: 946355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687590\n",
+      "--------------------------------------------------\n",
+      "Subject: 687459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299076\n",
+      "Iter: 1 Subject: 946355\n",
+      "Iter: 2 Subject: 946355\n",
+      "Iter: 1 Subject: 687459\n",
+      "Iter: 2 Subject: 1299076\n",
+      "Iter: 3 Subject: 946355\n",
+      "Iter: 1 Subject: 1299051\n",
+      "Iter: 3 Subject: 1299076\n",
+      "Iter: 2 Subject: 687459\n",
+      "Iter: 4 Subject: 946355\n",
+      "Iter: 4 Subject: 1299076\n",
+      "Iter: 3 Subject: 687459\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331033 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 946355\n",
+      "Iter: 2 Subject: 1299051\n",
+      "Iter: 4 Subject: 687459\n",
+      "--------------------------------------------------\n",
+      "Subject: 905954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299051\n",
+      "Iter: 5 Subject: 687459\n",
+      "--------------------------------------------------\n",
+      "Subject: 909742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299051\n",
+      "--------------------------------------------------\n",
+      "Subject: 909761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331033\n",
+      "Iter: 2 Subject: 1331033\n",
+      "Iter: 3 Subject: 1331033\n",
+      "Iter: 4 Subject: 1331033\n",
+      "Iter: 1 Subject: 909761\n",
+      "--------------------------------------------------\n",
+      "Subject: 1287381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 909761\n",
+      "Iter: 3 Subject: 909761\n",
+      "Iter: 4 Subject: 909761\n",
+      "--------------------------------------------------\n",
+      "Subject: 910784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909742\n",
+      "Iter: 1 Subject: 905954\n",
+      "Iter: 2 Subject: 909742\n",
+      "Iter: 1 Subject: 1287381\n",
+      "Iter: 1 Subject: 910784\n",
+      "Iter: 3 Subject: 909742\n",
+      "Iter: 4 Subject: 909742\n",
+      "Iter: 2 Subject: 905954\n",
+      "Iter: 2 Subject: 910784\n",
+      "Iter: 2 Subject: 1287381\n",
+      "--------------------------------------------------\n",
+      "Subject: 924104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910784\n",
+      "Iter: 3 Subject: 1287381\n",
+      "--------------------------------------------------\n",
+      "Subject: 906801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905954\n",
+      "Iter: 4 Subject: 1287381\n",
+      "Iter: 4 Subject: 905954\n",
+      "Iter: 5 Subject: 1287381Iter: 1 Subject: 924104\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905954\n",
+      "Iter: 1 Subject: 906801\n",
+      "--------------------------------------------------\n",
+      "Subject: 906820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924104\n",
+      "Iter: 2 Subject: 906801\n",
+      "Iter: 3 Subject: 924104\n",
+      "Iter: 3 Subject: 906801\n",
+      "Iter: 4 Subject: 924104\n",
+      "Iter: 4 Subject: 906801\n",
+      "Iter: 1 Subject: 753538\n",
+      "--------------------------------------------------\n",
+      "Subject: 910852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753547 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753538\n",
+      "Iter: 1 Subject: 910852\n",
+      "Iter: 3 Subject: 753538\n",
+      "Iter: 1 Subject: 753547\n",
+      "Iter: 2 Subject: 910852\n",
+      "Iter: 4 Subject: 753538\n",
+      "Iter: 1 Subject: 906820\n",
+      "--------------------------------------------------\n",
+      "Subject: 906807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910852\n",
+      "Iter: 2 Subject: 753547\n",
+      "Iter: 4 Subject: 910852\n",
+      "Iter: 3 Subject: 753547\n",
+      "--------------------------------------------------\n",
+      "Subject: 906839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753547\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906820\n",
+      "Subject: 906853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906839\n",
+      "Iter: 3 Subject: 906820\n",
+      "Iter: 1 Subject: 906853\n",
+      "Iter: 1 Subject: 906807\n",
+      "Iter: 4 Subject: 906820\n",
+      "Iter: 2 Subject: 906839\n",
+      "Iter: 2 Subject: 906853\n",
+      "--------------------------------------------------\n",
+      "Subject: 910924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906839\n",
+      "Iter: 3 Subject: 906853\n",
+      "Iter: 4 Subject: 906839\n",
+      "Iter: 2 Subject: 906807\n",
+      "Iter: 4 Subject: 906853\n",
+      "Iter: 1 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 905950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 906853\n",
+      "Iter: 3 Subject: 906807\n",
+      "Iter: 2 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 906763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910924\n",
+      "Iter: 1 Subject: 905950\n",
+      "Iter: 4 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 905963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905950\n",
+      "Iter: 3 Subject: 905950\n",
+      "Iter: 1 Subject: 906696\n",
+      "Iter: 1 Subject: 906763\n",
+      "Iter: 1 Subject: 905963\n",
+      "Iter: 4 Subject: 905950\n",
+      "--------------------------------------------------\n",
+      "Subject: 906818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906763\n",
+      "Iter: 2 Subject: 906696\n",
+      "Iter: 2 Subject: 905963\n",
+      "Iter: 3 Subject: 905963\n",
+      "Iter: 3 Subject: 906763\n",
+      "Iter: 3 Subject: 906696\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906696\n",
+      "Iter: 4 Subject: 906763\n",
+      "--------------------------------------------------\n",
+      "Subject: 910692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290765\n",
+      "Iter: 1 Subject: 906818\n",
+      "Iter: 2 Subject: 1290765\n",
+      "Iter: 1 Subject: 910692\n",
+      "Iter: 3 Subject: 1290765\n",
+      "Iter: 1 Subject: 946368\n",
+      "Iter: 4 Subject: 1290765\n",
+      "Iter: 2 Subject: 906818\n",
+      "Iter: 2 Subject: 946368\n",
+      "Iter: 2 Subject: 910692\n",
+      "Iter: 5 Subject: 1290765\n",
+      "--------------------------------------------------\n",
+      "Subject: 907295 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946368\n",
+      "Iter: 3 Subject: 906818\n",
+      "Iter: 3 Subject: 910692\n",
+      "Iter: 4 Subject: 946368\n",
+      "--------------------------------------------------\n",
+      "Subject: 906855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906818\n",
+      "Iter: 4 Subject: 910692\n",
+      "--------------------------------------------------\n",
+      "Subject: 687561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907295\n",
+      "Iter: 1 Subject: 687561\n",
+      "Iter: 1 Subject: 906793\n",
+      "Iter: 2 Subject: 907295\n",
+      "Iter: 2 Subject: 687561\n",
+      "Iter: 2 Subject: 906793\n",
+      "Iter: 3 Subject: 907295\n",
+      "Iter: 1 Subject: 906855\n",
+      "Iter: 3 Subject: 906793\n",
+      "Iter: 4 Subject: 907295\n",
+      "Iter: 3 Subject: 687561\n",
+      "--------------------------------------------------\n",
+      "Subject: 910933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906793\n",
+      "Iter: 4 Subject: 687561\n",
+      "--------------------------------------------------\n",
+      "Subject: 753616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906855\n",
+      "Iter: 1 Subject: 910933\n",
+      "Iter: 1 Subject: 905951\n",
+      "Iter: 1 Subject: 753616\n",
+      "Iter: 2 Subject: 910933\n",
+      "Iter: 2 Subject: 905951\n",
+      "Iter: 3 Subject: 906855\n",
+      "Iter: 3 Subject: 910933\n",
+      "Iter: 2 Subject: 753616\n",
+      "Iter: 3 Subject: 905951\n",
+      "Iter: 4 Subject: 910933\n",
+      "Iter: 3 Subject: 753616\n",
+      "Iter: 4 Subject: 905951\n",
+      "--------------------------------------------------\n",
+      "Subject: 910943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906855\n",
+      "Iter: 5 Subject: 905951\n",
+      "Iter: 4 Subject: 753616\n",
+      "--------------------------------------------------\n",
+      "Subject: 910689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910943\n",
+      "Iter: 5 Subject: 906855\n",
+      "--------------------------------------------------\n",
+      "Subject: 906808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910943\n",
+      "Iter: 1 Subject: 910689Iter: 1 Subject: 910915\n",
+      "\n",
+      "Iter: 3 Subject: 910943\n",
+      "Iter: 2 Subject: 910915\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 910689\n",
+      "Iter: 4 Subject: 910943\n",
+      "Iter: 1 Subject: 906808\n",
+      "Iter: 3 Subject: 910689\n",
+      "Iter: 3 Subject: 910915\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910689\n",
+      "Iter: 4 Subject: 910915\n",
+      "--------------------------------------------------\n",
+      "Subject: 910936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906808\n",
+      "--------------------------------------------------\n",
+      "Subject: 949156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906808\n",
+      "Iter: 4 Subject: 906808\n",
+      "--------------------------------------------------\n",
+      "Subject: 906800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910936\n",
+      "Iter: 1 Subject: 1290797\n",
+      "Iter: 1 Subject: 906800\n",
+      "Iter: 2 Subject: 910936\n",
+      "Iter: 2 Subject: 906800\n",
+      "Iter: 3 Subject: 910936\n",
+      "Iter: 2 Subject: 1290797\n",
+      "Iter: 3 Subject: 906800\n",
+      "Iter: 1 Subject: 949156\n",
+      "Iter: 4 Subject: 910936\n",
+      "Iter: 4 Subject: 906800\n",
+      "Iter: 3 Subject: 1290797\n",
+      "--------------------------------------------------\n",
+      "Subject: 910697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290797\n",
+      "Iter: 2 Subject: 949156\n",
+      "--------------------------------------------------\n",
+      "Subject: 753534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910781\n",
+      "Iter: 3 Subject: 949156\n",
+      "Iter: 2 Subject: 910781\n",
+      "Iter: 1 Subject: 753534\n",
+      "Iter: 4 Subject: 949156\n",
+      "Iter: 1 Subject: 910697\n",
+      "Iter: 2 Subject: 753534\n",
+      "Iter: 5 Subject: 949156\n",
+      "Iter: 3 Subject: 910781\n",
+      "--------------------------------------------------Iter: 3 Subject: 753534\n",
+      "\n",
+      "Subject: 949093 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910781\n",
+      "--------------------------------------------------\n",
+      "Subject: 946382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910697\n",
+      "Iter: 5 Subject: 910781\n",
+      "--------------------------------------------------\n",
+      "Subject: 910569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949093\n",
+      "Iter: 2 Subject: 949093\n",
+      "Iter: 3 Subject: 910697Iter: 1 Subject: 946382\n",
+      "\n",
+      "Iter: 3 Subject: 949093\n",
+      "Iter: 2 Subject: 946382\n",
+      "Iter: 4 Subject: 949093\n",
+      "Iter: 3 Subject: 946382\n",
+      "Iter: 4 Subject: 910697\n",
+      "Iter: 5 Subject: 949093\n",
+      "Iter: 4 Subject: 946382\n",
+      "--------------------------------------------------\n",
+      "Subject: 906824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910569\n",
+      "Iter: 1 Subject: 906824\n",
+      "Iter: 2 Subject: 910569\n",
+      "Iter: 1 Subject: 906805\n",
+      "Iter: 1 Subject: 946373\n",
+      "Iter: 2 Subject: 906824\n",
+      "Iter: 3 Subject: 910569\n",
+      "Iter: 2 Subject: 906805\n",
+      "Iter: 3 Subject: 906824\n",
+      "Iter: 2 Subject: 946373--------------------------------------------------\n",
+      "\n",
+      "Subject: 905935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906805\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910569\n",
+      "Iter: 3 Subject: 946373\n",
+      "Iter: 5 Subject: 910569\n",
+      "Iter: 4 Subject: 946373\n",
+      "Iter: 1 Subject: 905935\n",
+      "--------------------------------------------------\n",
+      "Subject: 910922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240127\n",
+      "Iter: 2 Subject: 905935\n",
+      "Iter: 2 Subject: 1240127\n",
+      "Iter: 3 Subject: 905935\n",
+      "Iter: 1 Subject: 910922\n",
+      "Iter: 3 Subject: 1240127Iter: 4 Subject: 905935\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910922\n",
+      "Iter: 5 Subject: 905935\n",
+      "--------------------------------------------------\n",
+      "Subject: 910698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910922\n",
+      "Iter: 1 Subject: 906765\n",
+      "Iter: 1 Subject: 910934\n",
+      "Iter: 4 Subject: 910922\n",
+      "--------------------------------------------------\n",
+      "Subject: 910710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906765\n",
+      "Iter: 1 Subject: 910698\n",
+      "Iter: 3 Subject: 906765\n",
+      "Iter: 4 Subject: 906765\n",
+      "Iter: 2 Subject: 910698\n",
+      "Iter: 2 Subject: 910934\n",
+      "Iter: 5 Subject: 906765\n",
+      "Iter: 3 Subject: 910698\n",
+      "--------------------------------------------------\n",
+      "Subject: 724859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910934\n",
+      "Iter: 1 Subject: 910710\n",
+      "Iter: 4 Subject: 910698\n",
+      "Iter: 4 Subject: 910934\n",
+      "--------------------------------------------------\n",
+      "Subject: 687505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910710\n",
+      "--------------------------------------------------\n",
+      "Subject: 906814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724859\n",
+      "Iter: 3 Subject: 910710\n",
+      "Iter: 2 Subject: 724859\n",
+      "Iter: 4 Subject: 910710\n",
+      "Iter: 1 Subject: 687505\n",
+      "Iter: 3 Subject: 724859\n",
+      "Iter: 5 Subject: 910710\n",
+      "--------------------------------------------------\n",
+      "Subject: 687780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687505\n",
+      "Iter: 4 Subject: 724859\n",
+      "--------------------------------------------------\n",
+      "Subject: 906833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687505\n",
+      "--------------------------------------------------\n",
+      "Subject: 906843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687780\n",
+      "Iter: 2 Subject: 687780\n",
+      "Iter: 1 Subject: 906814\n",
+      "Iter: 1 Subject: 906833\n",
+      "Iter: 2 Subject: 906833\n",
+      "Iter: 3 Subject: 687780\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906833\n",
+      "Iter: 4 Subject: 906833\n",
+      "Iter: 2 Subject: 906814\n",
+      "Iter: 1 Subject: 906843\n",
+      "--------------------------------------------------\n",
+      "Subject: 906795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906814\n",
+      "Iter: 2 Subject: 906843\n",
+      "Iter: 4 Subject: 906814\n",
+      "Iter: 5 Subject: 906814\n",
+      "Iter: 1 Subject: 1240128\n",
+      "Iter: 3 Subject: 906843\n",
+      "--------------------------------------------------\n",
+      "Subject: 910925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906795\n",
+      "Iter: 4 Subject: 906843\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240128\n",
+      "Subject: 910687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240128\n",
+      "Iter: 2 Subject: 906795\n",
+      "--------------------------------------------------\n",
+      "Subject: 753535 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910925\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 906795\n",
+      "Iter: 1 Subject: 910687\n",
+      "--------------------------------------------------\n",
+      "Subject: 910700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910925\n",
+      "Iter: 3 Subject: 910925\n",
+      "Iter: 2 Subject: 910687\n",
+      "--------------------------------------------------\n",
+      "Subject: 753624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753535\n",
+      "Iter: 1 Subject: 910700\n",
+      "Iter: 3 Subject: 910687\n",
+      "Iter: 2 Subject: 753535\n",
+      "Iter: 4 Subject: 910687\n",
+      "Iter: 2 Subject: 910700\n",
+      "--------------------------------------------------\n",
+      "Subject: 910703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753535\n",
+      "Iter: 1 Subject: 753624\n",
+      "Iter: 3 Subject: 910700\n",
+      "Iter: 4 Subject: 910700\n",
+      "Iter: 4 Subject: 753535\n",
+      "Iter: 5 Subject: 910700\n",
+      "Iter: 5 Subject: 753535\n",
+      "--------------------------------------------------\n",
+      "Subject: 906821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753624\n",
+      "--------------------------------------------------\n",
+      "Subject: 924105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910703\n",
+      "Iter: 3 Subject: 753624\n",
+      "Iter: 2 Subject: 910703\n",
+      "Iter: 4 Subject: 753624\n",
+      "Iter: 1 Subject: 906821\n",
+      "Iter: 3 Subject: 910703\n",
+      "--------------------------------------------------\n",
+      "Subject: 906837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910703\n",
+      "Iter: 1 Subject: 924105Iter: 2 Subject: 906821\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906821\n",
+      "Iter: 2 Subject: 924105\n",
+      "Iter: 4 Subject: 906821\n",
+      "Iter: 1 Subject: 906837\n",
+      "Iter: 3 Subject: 924105\n",
+      "--------------------------------------------------\n",
+      "Subject: 949167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 924105\n",
+      "Iter: 2 Subject: 906837\n",
+      "--------------------------------------------------\n",
+      "Subject: 910921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906832\n",
+      "Iter: 3 Subject: 906837\n",
+      "Iter: 4 Subject: 906837\n",
+      "Iter: 2 Subject: 906832\n",
+      "--------------------------------------------------\n",
+      "Subject: 905949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949167\n",
+      "Iter: 1 Subject: 910921Iter: 3 Subject: 906832\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 910705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910921\n",
+      "Iter: 2 Subject: 949167\n",
+      "Iter: 3 Subject: 910921\n",
+      "Iter: 3 Subject: 949167\n",
+      "Iter: 1 Subject: 910705\n",
+      "Iter: 4 Subject: 910921\n",
+      "Iter: 4 Subject: 949167Iter: 1 Subject: 905949\n",
+      "\n",
+      "Iter: 2 Subject: 910705\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910705\n",
+      "Iter: 5 Subject: 949167\n",
+      "--------------------------------------------------\n",
+      "Subject: 910850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905949\n",
+      "Iter: 3 Subject: 905949\n",
+      "Iter: 1 Subject: 1240122\n",
+      "Iter: 1 Subject: 910853\n",
+      "Iter: 4 Subject: 905949\n",
+      "Iter: 2 Subject: 1240122\n",
+      "--------------------------------------------------\n",
+      "Subject: 924107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910853\n",
+      "Iter: 3 Subject: 910853\n",
+      "Iter: 3 Subject: 1240122\n",
+      "Iter: 4 Subject: 910853\n",
+      "Iter: 4 Subject: 1240122\n",
+      "--------------------------------------------------\n",
+      "Subject: 906812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924107\n",
+      "Iter: 1 Subject: 910850\n",
+      "Iter: 1 Subject: 906812\n",
+      "Iter: 2 Subject: 906812\n",
+      "Iter: 2 Subject: 924107\n",
+      "Iter: 3 Subject: 906812\n",
+      "Iter: 1 Subject: 753548\n",
+      "Iter: 2 Subject: 910850\n",
+      "Iter: 4 Subject: 906812\n",
+      "Iter: 3 Subject: 924107\n",
+      "--------------------------------------------------\n",
+      "Subject: 906838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753548\n",
+      "--------------------------------------------------\n",
+      "Subject: 906851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910850\n",
+      "Iter: 3 Subject: 753548\n",
+      "Iter: 4 Subject: 753548\n",
+      "Iter: 4 Subject: 910850\n",
+      "Iter: 1 Subject: 906851\n",
+      "--------------------------------------------------\n",
+      "Subject: 684062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906851\n",
+      "Iter: 1 Subject: 906838\n",
+      "Iter: 3 Subject: 906851\n",
+      "Iter: 4 Subject: 906851\n",
+      "Iter: 2 Subject: 906838\n",
+      "Iter: 1 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 684052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906838\n",
+      "Iter: 4 Subject: 906838\n",
+      "Iter: 2 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 910919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684062\n",
+      "Iter: 3 Subject: 687563\n",
+      "Iter: 4 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 906829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684062\n",
+      "Iter: 3 Subject: 684062\n",
+      "Iter: 1 Subject: 684052\n",
+      "Iter: 4 Subject: 684062\n",
+      "--------------------------------------------------\n",
+      "Subject: 910941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906829\n",
+      "Iter: 2 Subject: 684052\n",
+      "Iter: 2 Subject: 906829\n",
+      "Iter: 1 Subject: 910919\n",
+      "Iter: 3 Subject: 684052\n",
+      "Iter: 3 Subject: 906829\n",
+      "Iter: 1 Subject: 910941\n",
+      "Iter: 4 Subject: 684052\n",
+      "Iter: 4 Subject: 906829\n",
+      "--------------------------------------------------\n",
+      "Subject: 906827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910941\n",
+      "Iter: 2 Subject: 910919\n",
+      "Iter: 3 Subject: 910941\n",
+      "--------------------------------------------------\n",
+      "Subject: 687596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906827\n",
+      "Iter: 2 Subject: 906827\n",
+      "Iter: 3 Subject: 910919\n",
+      "Iter: 3 Subject: 906827\n",
+      "Iter: 1 Subject: 1290773\n",
+      "Iter: 4 Subject: 906827\n",
+      "Iter: 5 Subject: 906827\n",
+      "Iter: 1 Subject: 687596\n",
+      "Iter: 4 Subject: 910919\n",
+      "--------------------------------------------------\n",
+      "Subject: 906841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290773\n",
+      "--------------------------------------------------\n",
+      "Subject: 906852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687596\n",
+      "Iter: 3 Subject: 1290773\n",
+      "Iter: 3 Subject: 687596\n",
+      "Iter: 4 Subject: 1290773\n",
+      "--------------------------------------------------\n",
+      "Subject: 949163 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 908125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906852\n",
+      "Iter: 2 Subject: 906852\n",
+      "Iter: 3 Subject: 906852\n",
+      "Iter: 1 Subject: 949163\n",
+      "Iter: 1 Subject: 906841\n",
+      "Iter: 4 Subject: 906852\n",
+      "Iter: 1 Subject: 908125\n",
+      "Iter: 5 Subject: 906852\n",
+      "--------------------------------------------------\n",
+      "Subject: 905984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949163\n",
+      "Iter: 2 Subject: 906841\n",
+      "Iter: 2 Subject: 908125\n",
+      "Iter: 3 Subject: 908125\n",
+      "Iter: 3 Subject: 949163\n",
+      "Iter: 3 Subject: 906841\n",
+      "Iter: 4 Subject: 908125\n",
+      "Iter: 4 Subject: 906841\n",
+      "Iter: 1 Subject: 905984\n",
+      "--------------------------------------------------\n",
+      "Subject: 909743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949163\n",
+      "--------------------------------------------------\n",
+      "Subject: 753572 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905984\n",
+      "Iter: 1 Subject: 753572\n",
+      "Iter: 3 Subject: 905984\n",
+      "Iter: 2 Subject: 753572\n",
+      "--------------------------------------------------Iter: 1 Subject: 909976\n",
+      "\n",
+      "Subject: 909720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753572\n",
+      "Iter: 1 Subject: 909743\n",
+      "Iter: 4 Subject: 753572\n",
+      "Iter: 2 Subject: 909976\n",
+      "--------------------------------------------------\n",
+      "Subject: 907290 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909720\n",
+      "Iter: 2 Subject: 909743\n",
+      "Iter: 3 Subject: 909743\n",
+      "Iter: 2 Subject: 909720\n",
+      "Iter: 3 Subject: 909976\n",
+      "--------------------------------------------------\n",
+      "Subject: 907050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909720\n",
+      "Iter: 1 Subject: 907290\n",
+      "Iter: 4 Subject: 909720\n",
+      "Iter: 2 Subject: 907290\n",
+      "Iter: 1 Subject: 909754\n",
+      "--------------------------------------------------\n",
+      "Subject: 905973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907050\n",
+      "Iter: 3 Subject: 907290\n",
+      "Iter: 2 Subject: 909754\n",
+      "Iter: 4 Subject: 907290\n",
+      "Iter: 3 Subject: 909754\n",
+      "Iter: 2 Subject: 907050\n",
+      "Iter: 1 Subject: 905973\n",
+      "--------------------------------------------------\n",
+      "Subject: 907176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909754\n",
+      "Iter: 2 Subject: 905973\n",
+      "Iter: 3 Subject: 907050\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907050\n",
+      "Iter: 3 Subject: 905973\n",
+      "Iter: 1 Subject: 907176\n",
+      "Iter: 5 Subject: 907050\n",
+      "Iter: 4 Subject: 905973\n",
+      "--------------------------------------------------\n",
+      "Subject: 905960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907176\n",
+      "Iter: 5 Subject: 905973\n",
+      "Iter: 1 Subject: 1240157\n",
+      "--------------------------------------------------\n",
+      "Subject: 724872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907176\n",
+      "Iter: 4 Subject: 907176\n",
+      "Iter: 2 Subject: 1240157\n",
+      "Iter: 1 Subject: 905960\n",
+      "Iter: 5 Subject: 907176\n",
+      "Iter: 1 Subject: 724872\n",
+      "--------------------------------------------------\n",
+      "Subject: 684072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240157\n",
+      "Iter: 2 Subject: 905960\n",
+      "Iter: 4 Subject: 1240157\n",
+      "Iter: 2 Subject: 724872\n",
+      "Iter: 3 Subject: 724872\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905960\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905960\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684072\n",
+      "Iter: 1 Subject: 1240166\n",
+      "Iter: 1 Subject: 1298141\n",
+      "Iter: 2 Subject: 1298141\n",
+      "Iter: 2 Subject: 1240166\n",
+      "Iter: 3 Subject: 1298141\n",
+      "Iter: 2 Subject: 684072\n",
+      "Iter: 4 Subject: 1298141\n",
+      "--------------------------------------------------\n",
+      "Subject: 907049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240166\n",
+      "Iter: 3 Subject: 684072\n",
+      "Iter: 1 Subject: 1298215\n",
+      "Iter: 4 Subject: 1240166\n",
+      "Iter: 4 Subject: 684072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907049\n",
+      "Iter: 2 Subject: 907049\n",
+      "Iter: 2 Subject: 1298215\n",
+      "Iter: 3 Subject: 907049\n",
+      "Iter: 1 Subject: 909757\n",
+      "Iter: 4 Subject: 907049\n",
+      "Iter: 1 Subject: 1240146\n",
+      "Iter: 3 Subject: 1298215\n",
+      "--------------------------------------------------\n",
+      "Subject: 753559 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909757\n",
+      "Iter: 3 Subject: 909757\n",
+      "Iter: 4 Subject: 1298215\n",
+      "Iter: 2 Subject: 1240146\n",
+      "Iter: 4 Subject: 909757\n",
+      "--------------------------------------------------\n",
+      "Subject: 907270 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753559\n",
+      "--------------------------------------------------Iter: 3 Subject: 1240146\n",
+      "Subject: 1240158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 753559\n",
+      "Iter: 3 Subject: 753559\n",
+      "Iter: 4 Subject: 1240146\n",
+      "Iter: 1 Subject: 907270\n",
+      "Iter: 4 Subject: 753559\n",
+      "--------------------------------------------------\n",
+      "Subject: 908121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 753559\n",
+      "Iter: 2 Subject: 907270\n",
+      "--------------------------------------------------\n",
+      "Subject: 909713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240158\n",
+      "Iter: 3 Subject: 907270\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908121\n",
+      "Iter: 2 Subject: 1240158\n",
+      "Iter: 2 Subject: 908121\n",
+      "Iter: 3 Subject: 1240158\n",
+      "--------------------------------------------------\n",
+      "Subject: 909730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908121\n",
+      "Iter: 4 Subject: 908121\n",
+      "Iter: 1 Subject: 1240219\n",
+      "--------------------------------------------------\n",
+      "Subject: 907282 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240219\n",
+      "Iter: 1 Subject: 907282\n",
+      "Iter: 3 Subject: 1240219\n",
+      "Iter: 1 Subject: 909730\n",
+      "Iter: 4 Subject: 1240219\n",
+      "Iter: 2 Subject: 907282\n",
+      "--------------------------------------------------\n",
+      "Subject: 907062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909730\n",
+      "Iter: 3 Subject: 907282\n",
+      "Iter: 1 Subject: 909713\n",
+      "Iter: 4 Subject: 907282\n",
+      "Iter: 5 Subject: 907282\n",
+      "Iter: 3 Subject: 909730\n",
+      "Iter: 1 Subject: 907062\n",
+      "--------------------------------------------------\n",
+      "Subject: 907059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 909730\n",
+      "--------------------------------------------------\n",
+      "Subject: 907064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907062\n",
+      "Iter: 3 Subject: 907062\n",
+      "Iter: 2 Subject: 909713\n",
+      "Iter: 1 Subject: 907064\n",
+      "Iter: 4 Subject: 907062\n",
+      "Iter: 1 Subject: 907059\n",
+      "--------------------------------------------------\n",
+      "Subject: 924247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907064\n",
+      "Iter: 3 Subject: 909713\n",
+      "Iter: 2 Subject: 907059\n",
+      "Iter: 3 Subject: 907064\n",
+      "Iter: 3 Subject: 907059\n",
+      "Iter: 4 Subject: 907064\n",
+      "Iter: 4 Subject: 909713\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907059\n",
+      "Iter: 1 Subject: 924247\n",
+      "--------------------------------------------------\n",
+      "Subject: 907171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924247\n",
+      "Iter: 1 Subject: 1327771\n",
+      "Iter: 3 Subject: 924247\n",
+      "Iter: 1 Subject: 1327769\n",
+      "Iter: 4 Subject: 924247\n",
+      "Iter: 1 Subject: 907171\n",
+      "--------------------------------------------------\n",
+      "Subject: 908122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1327771\n",
+      "Iter: 2 Subject: 1327769\n",
+      "Iter: 3 Subject: 1327771\n",
+      "Iter: 2 Subject: 907171\n",
+      "Iter: 3 Subject: 1327769\n",
+      "Iter: 4 Subject: 1327771\n",
+      "Iter: 1 Subject: 908122\n",
+      "--------------------------------------------------\n",
+      "Subject: 910946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907171\n",
+      "Iter: 5 Subject: 1327771\n",
+      "Iter: 2 Subject: 908122\n",
+      "Iter: 4 Subject: 907171\n",
+      "--------------------------------------------------\n",
+      "Subject: 909728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908122\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910946\n",
+      "Iter: 2 Subject: 910946\n",
+      "Iter: 1 Subject: 909728\n",
+      "Iter: 1 Subject: 1298216\n",
+      "Iter: 1 Subject: 909732\n",
+      "Iter: 3 Subject: 910946\n",
+      "Iter: 2 Subject: 909728\n",
+      "Iter: 4 Subject: 910946\n",
+      "Iter: 2 Subject: 909732\n",
+      "Iter: 2 Subject: 1298216\n",
+      "Iter: 3 Subject: 909728\n",
+      "Iter: 5 Subject: 910946\n",
+      "--------------------------------------------------\n",
+      "Subject: 907066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909732\n",
+      "Iter: 3 Subject: 1298216\n",
+      "Iter: 4 Subject: 909728\n",
+      "Iter: 4 Subject: 1298216\n",
+      "Iter: 4 Subject: 909732\n",
+      "--------------------------------------------------\n",
+      "Subject: 753558 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907066\n",
+      "--------------------------------------------------\n",
+      "Subject: 909758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907066\n",
+      "Iter: 1 Subject: 724869\n",
+      "Iter: 3 Subject: 907066\n",
+      "Iter: 1 Subject: 753558\n",
+      "Iter: 2 Subject: 724869\n",
+      "Iter: 1 Subject: 909758\n",
+      "Iter: 4 Subject: 907066\n",
+      "Iter: 2 Subject: 753558\n",
+      "Iter: 5 Subject: 907066\n",
+      "Iter: 3 Subject: 724869\n",
+      "Iter: 2 Subject: 909758\n",
+      "Iter: 6 Subject: 907066\n",
+      "Iter: 3 Subject: 753558\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 724869\n",
+      "Subject: 1327766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909758\n",
+      "--------------------------------------------------\n",
+      "Subject: 907391 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753558\n",
+      "--------------------------------------------------\n",
+      "Subject: 910779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909758\n",
+      "Iter: 5 Subject: 909758\n",
+      "--------------------------------------------------\n",
+      "Subject: 713880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1327766\n",
+      "Iter: 1 Subject: 910779\n",
+      "Iter: 2 Subject: 1327766\n",
+      "Iter: 1 Subject: 713880\n",
+      "Iter: 1 Subject: 907391\n",
+      "Iter: 2 Subject: 910779\n",
+      "Iter: 2 Subject: 713880\n",
+      "Iter: 3 Subject: 910779\n",
+      "Iter: 2 Subject: 907391\n",
+      "Iter: 3 Subject: 1327766\n",
+      "Iter: 3 Subject: 713880\n",
+      "Iter: 4 Subject: 910779\n",
+      "Iter: 3 Subject: 907391\n",
+      "Iter: 4 Subject: 713880\n",
+      "Iter: 4 Subject: 1327766\n",
+      "--------------------------------------------------\n",
+      "Subject: 905965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907391\n",
+      "--------------------------------------------------\n",
+      "Subject: 909729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909729\n",
+      "Iter: 1 Subject: 753569\n",
+      "Iter: 2 Subject: 909729\n",
+      "Iter: 1 Subject: 930298\n",
+      "Iter: 3 Subject: 909729\n",
+      "Iter: 2 Subject: 753569\n",
+      "--------------------------------------------------\n",
+      "Subject: 907042 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905965\n",
+      "Iter: 3 Subject: 753569\n",
+      "Iter: 2 Subject: 930298\n",
+      "Iter: 4 Subject: 753569\n",
+      "Iter: 2 Subject: 905965\n",
+      "Iter: 5 Subject: 753569\n",
+      "Iter: 3 Subject: 930298\n",
+      "Iter: 1 Subject: 907042\n",
+      "--------------------------------------------------\n",
+      "Subject: 907287 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 930298\n",
+      "Iter: 3 Subject: 905965\n",
+      "--------------------------------------------------\n",
+      "Subject: 753612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907042\n",
+      "Iter: 1 Subject: 907287\n",
+      "Iter: 4 Subject: 905965\n",
+      "Iter: 3 Subject: 907042\n",
+      "Iter: 4 Subject: 907042\n",
+      "Iter: 5 Subject: 905965\n",
+      "Iter: 2 Subject: 907287\n",
+      "--------------------------------------------------\n",
+      "Subject: 907268 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907287\n",
+      "Iter: 4 Subject: 907287\n",
+      "Iter: 5 Subject: 907287\n",
+      "Iter: 1 Subject: 907268\n",
+      "Iter: 1 Subject: 753612\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240159\n",
+      "Iter: 2 Subject: 907268\n",
+      "Iter: 2 Subject: 753612\n",
+      "Iter: 3 Subject: 907268\n",
+      "Iter: 2 Subject: 1240159\n",
+      "Iter: 1 Subject: 1240155\n",
+      "Iter: 4 Subject: 907268\n",
+      "Iter: 3 Subject: 753612\n",
+      "Iter: 3 Subject: 1240159\n",
+      "--------------------------------------------------\n",
+      "Subject: 910911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753612\n",
+      "Iter: 4 Subject: 1240159\n",
+      "Iter: 2 Subject: 1240155\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299070 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 1240155\n",
+      "Iter: 4 Subject: 1240155\n",
+      "--------------------------------------------------\n",
+      "Subject: 909721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240215\n",
+      "Iter: 1 Subject: 1299070\n",
+      "Iter: 1 Subject: 910911\n",
+      "Iter: 2 Subject: 1240215\n",
+      "Iter: 2 Subject: 1299070\n",
+      "Iter: 3 Subject: 1240215\n",
+      "Iter: 3 Subject: 1299070\n",
+      "Iter: 2 Subject: 910911\n",
+      "Iter: 1 Subject: 909721\n",
+      "Iter: 4 Subject: 1240215\n",
+      "Iter: 4 Subject: 1299070\n",
+      "Iter: 3 Subject: 910911\n",
+      "--------------------------------------------------\n",
+      "Subject: 907274 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907286 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909721\n",
+      "Iter: 3 Subject: 909721\n",
+      "--------------------------------------------------\n",
+      "Subject: 907057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907286\n",
+      "Iter: 1 Subject: 907274\n",
+      "Iter: 1 Subject: 949153\n",
+      "Iter: 2 Subject: 907286\n",
+      "Iter: 2 Subject: 949153\n",
+      "Iter: 2 Subject: 907274\n",
+      "Iter: 3 Subject: 907286\n",
+      "Iter: 1 Subject: 907057Iter: 3 Subject: 949153\n",
+      "\n",
+      "Iter: 3 Subject: 907274\n",
+      "--------------------------------------------------\n",
+      "Subject: 909731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907286\n",
+      "--------------------------------------------------\n",
+      "Subject: 753566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907057\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907057\n",
+      "Iter: 1 Subject: 753566\n",
+      "Iter: 4 Subject: 907057\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753566\n",
+      "Iter: 3 Subject: 753566\n",
+      "Iter: 1 Subject: 909731\n",
+      "Iter: 4 Subject: 753566\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909731\n",
+      "Iter: 1 Subject: 1240160\n",
+      "Iter: 3 Subject: 909731\n",
+      "--------------------------------------------------\n",
+      "Subject: 724878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240160\n",
+      "Iter: 1 Subject: 1240153\n",
+      "Iter: 1 Subject: 1299050\n",
+      "Iter: 3 Subject: 1240160\n",
+      "Iter: 2 Subject: 1299050\n",
+      "Iter: 4 Subject: 1240160\n",
+      "Iter: 3 Subject: 1299050\n",
+      "Iter: 1 Subject: 724878\n",
+      "Iter: 2 Subject: 1240153\n",
+      "Iter: 5 Subject: 1240160\n",
+      "Iter: 4 Subject: 1299050\n",
+      "Iter: 3 Subject: 1240153\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724878\n",
+      "--------------------------------------------------\n",
+      "Subject: 909726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724878\n",
+      "Iter: 1 Subject: 1299059\n",
+      "Iter: 4 Subject: 724878\n",
+      "Iter: 5 Subject: 724878\n",
+      "Iter: 1 Subject: 909722\n",
+      "Iter: 2 Subject: 1299059\n",
+      "--------------------------------------------------\n",
+      "Subject: 907073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909726\n",
+      "Iter: 3 Subject: 1299059\n",
+      "Iter: 2 Subject: 909722\n",
+      "Iter: 4 Subject: 1299059\n",
+      "Iter: 3 Subject: 909722\n",
+      "--------------------------------------------------\n",
+      "Subject: 905972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909726\n",
+      "Iter: 4 Subject: 909722\n",
+      "Iter: 5 Subject: 909722\n",
+      "Iter: 1 Subject: 907073\n",
+      "Iter: 3 Subject: 909726\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905972\n",
+      "Iter: 4 Subject: 909726\n",
+      "Iter: 2 Subject: 905972\n",
+      "Iter: 2 Subject: 907073\n",
+      "Iter: 5 Subject: 909726\n",
+      "Iter: 3 Subject: 905972\n",
+      "Iter: 3 Subject: 907073\n",
+      "--------------------------------------------------\n",
+      "Subject: 753564 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905972\n",
+      "Iter: 4 Subject: 907073\n",
+      "Iter: 5 Subject: 905972\n",
+      "--------------------------------------------------\n",
+      "Subject: 907175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240154\n",
+      "Iter: 1 Subject: 753564\n",
+      "Iter: 1 Subject: 907175\n",
+      "Iter: 2 Subject: 753564\n",
+      "Iter: 3 Subject: 753564\n",
+      "Iter: 2 Subject: 1240154\n",
+      "Iter: 2 Subject: 907175\n",
+      "--------------------------------------------------\n",
+      "Subject: 905968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240161\n",
+      "Iter: 3 Subject: 907175\n",
+      "Iter: 2 Subject: 1240161\n",
+      "Iter: 4 Subject: 907175\n",
+      "Iter: 3 Subject: 1240154\n",
+      "--------------------------------------------------\n",
+      "Subject: 753610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240161\n",
+      "Iter: 4 Subject: 1240154\n",
+      "Iter: 4 Subject: 1240161\n",
+      "Iter: 1 Subject: 905968\n",
+      "Iter: 5 Subject: 1240161\n",
+      "--------------------------------------------------Iter: 5 Subject: 1240154\n",
+      "\n",
+      "Subject: 910209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753610\n",
+      "Iter: 2 Subject: 905968\n",
+      "Iter: 3 Subject: 905968\n",
+      "Iter: 2 Subject: 753610\n",
+      "Iter: 4 Subject: 905968\n",
+      "--------------------------------------------------\n",
+      "Subject: 753563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753610\n",
+      "Iter: 1 Subject: 910209\n",
+      "Iter: 1 Subject: 909724\n",
+      "Iter: 1 Subject: 753563\n",
+      "Iter: 2 Subject: 910209\n",
+      "Iter: 4 Subject: 753610\n",
+      "Iter: 2 Subject: 909724\n",
+      "Iter: 3 Subject: 910209\n",
+      "Iter: 5 Subject: 753610\n",
+      "Iter: 2 Subject: 753563\n",
+      "Iter: 3 Subject: 909724\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910209\n",
+      "Iter: 3 Subject: 753563\n",
+      "--------------------------------------------------\n",
+      "Subject: 687509 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753563\n",
+      "--------------------------------------------------\n",
+      "Subject: 753565 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298222\n",
+      "Iter: 1 Subject: 687509\n",
+      "Iter: 2 Subject: 1298222\n",
+      "Iter: 1 Subject: 1290922\n",
+      "Iter: 2 Subject: 687509\n",
+      "Iter: 3 Subject: 1298222\n",
+      "Iter: 2 Subject: 1290922\n",
+      "Iter: 1 Subject: 753565\n",
+      "Iter: 4 Subject: 1298222\n",
+      "Iter: 3 Subject: 687509\n",
+      "Iter: 3 Subject: 1290922\n",
+      "--------------------------------------------------\n",
+      "Subject: 907170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290922\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 687509\n",
+      "Iter: 2 Subject: 753565\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687509\n",
+      "Iter: 3 Subject: 753565\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907170\n",
+      "Iter: 4 Subject: 753565\n",
+      "Iter: 2 Subject: 907170\n",
+      "Iter: 5 Subject: 753565\n",
+      "Iter: 1 Subject: 1240162\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907170\n",
+      "Iter: 1 Subject: 1327765\n",
+      "Iter: 2 Subject: 1240162\n",
+      "Iter: 4 Subject: 907170\n",
+      "Iter: 3 Subject: 1240162\n",
+      "--------------------------------------------------\n",
+      "Subject: 906862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1327765\n",
+      "--------------------------------------------------\n",
+      "Subject: 753554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327765\n",
+      "Iter: 1 Subject: 1327761\n",
+      "Iter: 4 Subject: 1327765\n",
+      "Iter: 1 Subject: 906862\n",
+      "Iter: 1 Subject: 753554\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753554\n",
+      "Iter: 2 Subject: 906862Iter: 2 Subject: 1327761\n",
+      "\n",
+      "Iter: 3 Subject: 753554\n",
+      "Iter: 3 Subject: 906862\n",
+      "Iter: 3 Subject: 1327761\n",
+      "Iter: 4 Subject: 753554\n",
+      "Iter: 4 Subject: 906862\n",
+      "Iter: 4 Subject: 1327761\n",
+      "--------------------------------------------------\n",
+      "Subject: 924108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1327761\n",
+      "--------------------------------------------------\n",
+      "Subject: 946370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290722\n",
+      "Iter: 1 Subject: 946370\n",
+      "Iter: 2 Subject: 946370\n",
+      "Iter: 1 Subject: 753546\n",
+      "Iter: 3 Subject: 946370\n",
+      "Iter: 1 Subject: 924108\n",
+      "Iter: 2 Subject: 1290722\n",
+      "Iter: 4 Subject: 946370\n",
+      "Iter: 2 Subject: 753546\n",
+      "--------------------------------------------------\n",
+      "Subject: 949165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924108\n",
+      "Iter: 3 Subject: 1290722\n",
+      "Iter: 3 Subject: 753546\n",
+      "Iter: 3 Subject: 924108\n",
+      "Iter: 4 Subject: 753546\n",
+      "Iter: 4 Subject: 1290722\n",
+      "--------------------------------------------------\n",
+      "Subject: 905938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949165\n",
+      "Iter: 4 Subject: 924108\n",
+      "--------------------------------------------------\n",
+      "Subject: 907053 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 749714\n",
+      "Iter: 2 Subject: 949165\n",
+      "Iter: 1 Subject: 905938\n",
+      "Iter: 2 Subject: 749714\n",
+      "Iter: 3 Subject: 949165\n",
+      "Iter: 2 Subject: 905938\n",
+      "Iter: 3 Subject: 749714\n",
+      "Iter: 4 Subject: 949165\n",
+      "Iter: 3 Subject: 905938\n",
+      "Iter: 4 Subject: 749714\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905938\n",
+      "Iter: 1 Subject: 907053\n",
+      "Iter: 5 Subject: 749714\n",
+      "Iter: 5 Subject: 905938\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 684059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290906\n",
+      "Iter: 2 Subject: 907053\n",
+      "Iter: 3 Subject: 907053\n",
+      "Iter: 2 Subject: 1290906\n",
+      "Iter: 1 Subject: 1303900\n",
+      "Iter: 3 Subject: 1290906\n",
+      "Iter: 4 Subject: 907053\n",
+      "--------------------------------------------------\n",
+      "Subject: 1295741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1303900\n",
+      "--------------------------------------------------\n",
+      "Subject: 906804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684059\n",
+      "Iter: 3 Subject: 1303900\n",
+      "Iter: 4 Subject: 1303900\n",
+      "Iter: 2 Subject: 684059\n",
+      "--------------------------------------------------\n",
+      "Subject: 906836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1295741\n",
+      "Iter: 1 Subject: 906804\n",
+      "Iter: 3 Subject: 684059\n",
+      "Iter: 4 Subject: 684059\n",
+      "--------------------------------------------------\n",
+      "Subject: 906848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906804\n",
+      "Iter: 1 Subject: 906836\n",
+      "Iter: 2 Subject: 1295741\n",
+      "Iter: 2 Subject: 906836\n",
+      "Iter: 3 Subject: 906804\n",
+      "Iter: 3 Subject: 1295741\n",
+      "Iter: 1 Subject: 906848\n",
+      "--------------------------------------------------\n",
+      "Subject: 949166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906804\n",
+      "Iter: 3 Subject: 906836\n",
+      "--------------------------------------------------\n",
+      "Subject: 907061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906848\n",
+      "Iter: 3 Subject: 906848\n",
+      "Iter: 4 Subject: 906848\n",
+      "Iter: 5 Subject: 906848\n",
+      "Iter: 1 Subject: 907072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949166\n",
+      "Iter: 2 Subject: 907072\n",
+      "Iter: 3 Subject: 907072\n",
+      "Iter: 4 Subject: 907072\n",
+      "Iter: 2 Subject: 949166\n",
+      "Iter: 1 Subject: 1298136\n",
+      "Iter: 5 Subject: 907072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298136\n",
+      "Iter: 3 Subject: 949166\n",
+      "Iter: 1 Subject: 907061\n",
+      "--------------------------------------------------\n",
+      "Subject: 905971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298136\n",
+      "Iter: 4 Subject: 1298136\n",
+      "Iter: 1 Subject: 1240149\n",
+      "Iter: 5 Subject: 1298136\n",
+      "--------------------------------------------------\n",
+      "Subject: 911905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905971\n",
+      "Iter: 2 Subject: 907061\n",
+      "Iter: 2 Subject: 1240149\n",
+      "Iter: 3 Subject: 1240149\n",
+      "Iter: 2 Subject: 905971\n",
+      "--------------------------------------------------\n",
+      "Subject: 1287706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905971\n",
+      "Iter: 3 Subject: 907061\n",
+      "Iter: 4 Subject: 905971\n",
+      "--------------------------------------------------\n",
+      "Subject: 753531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 911905\n",
+      "Iter: 1 Subject: 1290769\n",
+      "Iter: 1 Subject: 1287706\n",
+      "Iter: 2 Subject: 1290769\n",
+      "Iter: 2 Subject: 1287706\n",
+      "Iter: 3 Subject: 1290769\n",
+      "Iter: 2 Subject: 911905\n",
+      "Iter: 4 Subject: 1290769\n",
+      "--------------------------------------------------\n",
+      "Subject: 946369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1287706\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 906849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753531\n",
+      "Iter: 3 Subject: 911905\n",
+      "Iter: 1 Subject: 906849\n",
+      "Iter: 4 Subject: 911905\n",
+      "Iter: 5 Subject: 911905\n",
+      "Iter: 2 Subject: 906849\n",
+      "--------------------------------------------------\n",
+      "Subject: 905970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906849\n",
+      "--------------------------------------------------\n",
+      "Subject: 907285 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753531\n",
+      "Iter: 1 Subject: 946369\n",
+      "Iter: 2 Subject: 946369\n",
+      "Iter: 3 Subject: 753531\n",
+      "Iter: 3 Subject: 946369\n",
+      "--------------------------------------------------\n",
+      "Subject: 907051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907285\n",
+      "Iter: 4 Subject: 753531\n",
+      "Iter: 1 Subject: 905970\n",
+      "--------------------------------------------------\n",
+      "Subject: 907055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907051\n",
+      "Iter: 2 Subject: 907285\n",
+      "Iter: 2 Subject: 907051\n",
+      "Iter: 2 Subject: 905970\n",
+      "Iter: 3 Subject: 907285\n",
+      "Iter: 3 Subject: 907051\n",
+      "Iter: 1 Subject: 907055\n",
+      "Iter: 3 Subject: 905970\n",
+      "--------------------------------------------------\n",
+      "Subject: 907043 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907285Iter: 4 Subject: 907051\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949164 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907055\n",
+      "Iter: 3 Subject: 907055\n",
+      "Iter: 1 Subject: 907043\n",
+      "Iter: 4 Subject: 907055\n",
+      "Iter: 1 Subject: 1290907\n",
+      "Iter: 5 Subject: 907055\n",
+      "Iter: 2 Subject: 907043\n",
+      "--------------------------------------------------\n",
+      "Subject: 910851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290907\n",
+      "Iter: 1 Subject: 949164\n",
+      "Iter: 3 Subject: 907043\n",
+      "Iter: 3 Subject: 1290907\n",
+      "Iter: 2 Subject: 949164\n",
+      "--------------------------------------------------\n",
+      "Subject: 753532 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290907\n",
+      "Iter: 3 Subject: 949164\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910851\n",
+      "Iter: 2 Subject: 910851\n",
+      "Iter: 1 Subject: 1240123\n",
+      "Iter: 3 Subject: 910851\n",
+      "Iter: 1 Subject: 753532\n",
+      "Iter: 2 Subject: 1240123\n",
+      "Iter: 4 Subject: 910851\n",
+      "Iter: 3 Subject: 1240123\n",
+      "Iter: 5 Subject: 910851\n",
+      "Iter: 2 Subject: 753532\n",
+      "Iter: 1 Subject: 946367\n",
+      "--------------------------------------------------\n",
+      "Subject: 684057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240123\n",
+      "Iter: 3 Subject: 753532\n",
+      "--------------------------------------------------\n",
+      "Subject: 906856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753532\n",
+      "Iter: 2 Subject: 946367\n",
+      "Iter: 5 Subject: 753532\n",
+      "--------------------------------------------------\n",
+      "Subject: 924111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946367\n",
+      "Iter: 1 Subject: 684057\n",
+      "Iter: 1 Subject: 906856\n",
+      "Iter: 4 Subject: 946367\n",
+      "Iter: 2 Subject: 684057\n",
+      "Iter: 2 Subject: 906856\n",
+      "Iter: 5 Subject: 946367\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684057\n",
+      "Iter: 1 Subject: 924111\n",
+      "Iter: 3 Subject: 906856\n",
+      "--------------------------------------------------\n",
+      "Subject: 924151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240145\n",
+      "Iter: 2 Subject: 924111\n",
+      "Iter: 2 Subject: 1240145\n",
+      "Iter: 3 Subject: 1240145\n",
+      "Iter: 3 Subject: 924111\n",
+      "Iter: 1 Subject: 924151\n",
+      "Iter: 4 Subject: 1240145\n",
+      "Iter: 5 Subject: 1240145\n",
+      "Iter: 4 Subject: 924111\n",
+      "Iter: 2 Subject: 924151\n",
+      "Iter: 6 Subject: 1240145\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 924111\n",
+      "Iter: 3 Subject: 924151\n",
+      "--------------------------------------------------\n",
+      "Subject: 906847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 924151\n",
+      "Iter: 1 Subject: 1290908\n",
+      "--------------------------------------------------\n",
+      "Subject: 905948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906847\n",
+      "Iter: 1 Subject: 905948\n",
+      "Iter: 2 Subject: 906847\n",
+      "Iter: 2 Subject: 1290908\n",
+      "Iter: 3 Subject: 906847\n",
+      "--------------------------------------------------\n",
+      "Subject: 753533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905948\n",
+      "Iter: 1 Subject: 1240143\n",
+      "Iter: 3 Subject: 905948\n",
+      "Iter: 3 Subject: 1290908\n",
+      "Iter: 4 Subject: 905948\n",
+      "--------------------------------------------------\n",
+      "Subject: 905952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753533\n",
+      "Iter: 2 Subject: 1240143\n",
+      "Iter: 4 Subject: 1290908\n",
+      "Iter: 2 Subject: 753533\n",
+      "Iter: 5 Subject: 1290908\n",
+      "Iter: 3 Subject: 1240143\n",
+      "Iter: 3 Subject: 753533\n",
+      "--------------------------------------------------\n",
+      "Subject: 753549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905952\n",
+      "Iter: 4 Subject: 753533\n",
+      "Iter: 4 Subject: 1240143\n",
+      "--------------------------------------------------\n",
+      "Subject: 949161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905952\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905952\n",
+      "Iter: 1 Subject: 753549\n",
+      "Iter: 4 Subject: 905952\n",
+      "--------------------------------------------------\n",
+      "Subject: 907069 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753549\n",
+      "Iter: 3 Subject: 753549\n",
+      "Iter: 4 Subject: 753549\n",
+      "--------------------------------------------------\n",
+      "Subject: 749711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503370\n",
+      "Iter: 1 Subject: 907069\n",
+      "Iter: 1 Subject: 949161\n",
+      "Iter: 2 Subject: 1503370\n",
+      "Iter: 2 Subject: 907069\n",
+      "Iter: 3 Subject: 1503370\n",
+      "Iter: 3 Subject: 907069\n",
+      "Iter: 1 Subject: 749711\n",
+      "Iter: 2 Subject: 949161\n",
+      "Iter: 4 Subject: 907069\n",
+      "Iter: 4 Subject: 1503370\n",
+      "--------------------------------------------------\n",
+      "Subject: 749715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949161\n",
+      "Iter: 2 Subject: 749711\n",
+      "Iter: 1 Subject: 749715\n",
+      "Iter: 3 Subject: 749711\n",
+      "Iter: 4 Subject: 949161\n",
+      "Iter: 2 Subject: 749715\n",
+      "Iter: 1 Subject: 1240151\n",
+      "Iter: 4 Subject: 749711\n",
+      "Iter: 3 Subject: 749715\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 749709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 949161\n",
+      "--------------------------------------------------\n",
+      "Subject: 753556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240151\n",
+      "Iter: 4 Subject: 749715\n",
+      "--------------------------------------------------\n",
+      "Subject: 906794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240151\n",
+      "Iter: 1 Subject: 749709\n",
+      "Iter: 4 Subject: 1240151\n",
+      "Iter: 2 Subject: 749709\n",
+      "Iter: 5 Subject: 1240151\n",
+      "Iter: 1 Subject: 906794\n",
+      "--------------------------------------------------\n",
+      "Subject: 753536 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 749709\n",
+      "Iter: 4 Subject: 749709\n",
+      "--------------------------------------------------\n",
+      "Subject: 910691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906794\n",
+      "Iter: 1 Subject: 753556\n",
+      "Iter: 3 Subject: 906794\n",
+      "Iter: 1 Subject: 753536\n",
+      "Iter: 4 Subject: 906794\n",
+      "Iter: 1 Subject: 910691\n",
+      "Iter: 2 Subject: 753556\n",
+      "--------------------------------------------------\n",
+      "Subject: 753551 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753536\n",
+      "Iter: 2 Subject: 910691\n",
+      "Iter: 3 Subject: 753556\n",
+      "Iter: 3 Subject: 753536\n",
+      "Iter: 3 Subject: 910691\n",
+      "--------------------------------------------------\n",
+      "Subject: 949160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910691\n",
+      "Iter: 4 Subject: 753536\n",
+      "Iter: 1 Subject: 753551\n",
+      "--------------------------------------------------\n",
+      "Subject: 906854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753551\n",
+      "Iter: 3 Subject: 753551\n",
+      "Iter: 1 Subject: 905937\n",
+      "Iter: 1 Subject: 949160\n",
+      "Iter: 1 Subject: 906854\n",
+      "Iter: 4 Subject: 753551\n",
+      "Iter: 2 Subject: 905937\n",
+      "--------------------------------------------------\n",
+      "Subject: 1247873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906854\n",
+      "Iter: 2 Subject: 949160\n",
+      "Iter: 3 Subject: 905937\n",
+      "Iter: 3 Subject: 906854\n",
+      "Iter: 4 Subject: 905937\n",
+      "Iter: 3 Subject: 949160\n",
+      "--------------------------------------------------\n",
+      "Subject: 749716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1247873\n",
+      "Iter: 4 Subject: 906854\n",
+      "Iter: 4 Subject: 949160\n",
+      "--------------------------------------------------\n",
+      "Subject: 907056 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1247873\n",
+      "Iter: 5 Subject: 949160\n",
+      "Iter: 1 Subject: 749716\n",
+      "--------------------------------------------------\n",
+      "Subject: 907067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1247873\n",
+      "Iter: 2 Subject: 749716\n",
+      "Iter: 1 Subject: 907056\n",
+      "Iter: 4 Subject: 1247873\n",
+      "Iter: 3 Subject: 749716\n",
+      "Iter: 2 Subject: 907056\n",
+      "--------------------------------------------------\n",
+      "Subject: 753555 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907056\n",
+      "--------------------------------------------------\n",
+      "Subject: 910916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907067\n",
+      "Iter: 1 Subject: 906791\n",
+      "Iter: 2 Subject: 906791\n",
+      "Iter: 2 Subject: 907067Iter: 3 Subject: 906791\n",
+      "\n",
+      "Iter: 4 Subject: 906791\n",
+      "Iter: 3 Subject: 907067\n",
+      "Iter: 1 Subject: 910916\n",
+      "--------------------------------------------------\n",
+      "Subject: 910568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907067\n",
+      "Iter: 2 Subject: 910916\n",
+      "Iter: 5 Subject: 907067\n",
+      "Iter: 3 Subject: 910916\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910568\n",
+      "Iter: 4 Subject: 910916\n",
+      "Iter: 1 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 949168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910568\n",
+      "Iter: 3 Subject: 910568\n",
+      "Iter: 4 Subject: 910568\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753555\n",
+      "Iter: 1 Subject: 1297446\n",
+      "Iter: 2 Subject: 1297446\n",
+      "Iter: 1 Subject: 1503369\n",
+      "Iter: 3 Subject: 753555\n",
+      "Iter: 3 Subject: 1297446\n",
+      "Iter: 2 Subject: 1503369\n",
+      "Iter: 4 Subject: 1297446\n",
+      "Iter: 4 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 907048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503369\n",
+      "Iter: 4 Subject: 1503369\n",
+      "Iter: 5 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240140 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949168\n",
+      "Iter: 1 Subject: 907048\n",
+      "Iter: 2 Subject: 907048\n",
+      "Iter: 6 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 907046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907048\n",
+      "Iter: 4 Subject: 907048\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949168\n",
+      "Iter: 1 Subject: 1240142\n",
+      "Iter: 2 Subject: 1240142\n",
+      "Iter: 1 Subject: 1240140\n",
+      "Iter: 3 Subject: 1240142\n",
+      "Iter: 4 Subject: 1240142\n",
+      "--------------------------------------------------\n",
+      "Subject: 907289 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949168\n",
+      "Iter: 2 Subject: 1240140\n",
+      "Iter: 1 Subject: 907046\n",
+      "Iter: 3 Subject: 1240140Iter: 1 Subject: 907289\n",
+      "\n",
+      "Iter: 4 Subject: 949168\n",
+      "Iter: 4 Subject: 1240140\n",
+      "Iter: 2 Subject: 907289\n",
+      "Iter: 2 Subject: 907046\n",
+      "Iter: 5 Subject: 1240140\n",
+      "Iter: 5 Subject: 949168\n",
+      "Iter: 3 Subject: 907289\n",
+      "Iter: 4 Subject: 907289\n",
+      "Iter: 6 Subject: 1240140\n",
+      "Iter: 3 Subject: 907046\n",
+      "Iter: 5 Subject: 907289\n",
+      "--------------------------------------------------\n",
+      "Subject: 906846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 6 Subject: 949168\n",
+      "--------------------------------------------------\n",
+      "Subject: 910944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907046\n",
+      "Iter: 5 Subject: 907046\n",
+      "Iter: 1 Subject: 906846\n",
+      "--------------------------------------------------\n",
+      "Subject: 949088 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910944\n",
+      "Iter: 2 Subject: 906846\n",
+      "Iter: 2 Subject: 910944\n",
+      "Iter: 3 Subject: 906846\n",
+      "Iter: 1 Subject: 949088\n",
+      "--------------------------------------------------\n",
+      "Subject: 906842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910944\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503366 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 949088\n",
+      "Iter: 3 Subject: 949088\n",
+      "Iter: 1 Subject: 906842\n",
+      "Iter: 1 Subject: 1240121\n",
+      "Iter: 4 Subject: 949088\n",
+      "Iter: 1 Subject: 1503366\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906842\n",
+      "Iter: 3 Subject: 906842\n",
+      "Iter: 2 Subject: 1503366\n",
+      "Iter: 4 Subject: 906842\n",
+      "--------------------------------------------------\n",
+      "Subject: 907047 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240121\n",
+      "Iter: 1 Subject: 1240152\n",
+      "Iter: 3 Subject: 1503366\n",
+      "Iter: 4 Subject: 1503366\n",
+      "Iter: 2 Subject: 1240152\n",
+      "Iter: 5 Subject: 1503366\n",
+      "Iter: 3 Subject: 1240121\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240152\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907047\n",
+      "Iter: 4 Subject: 1240152\n",
+      "--------------------------------------------------\n",
+      "Subject: 907071 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907047\n",
+      "Iter: 1 Subject: 1290905\n",
+      "Iter: 3 Subject: 907047\n",
+      "Iter: 2 Subject: 1290905\n",
+      "Iter: 1 Subject: 1240150\n",
+      "--------------------------------------------------\n",
+      "Subject: 907068 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290905\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240183 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907071\n",
+      "Iter: 2 Subject: 1240150\n",
+      "Iter: 2 Subject: 907071\n",
+      "Iter: 3 Subject: 1240150\n",
+      "Iter: 1 Subject: 1240183\n",
+      "Iter: 3 Subject: 907071\n",
+      "Iter: 4 Subject: 1240150\n",
+      "Iter: 2 Subject: 1240183\n",
+      "Iter: 4 Subject: 907071--------------------------------------------------\n",
+      "Subject: 687820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 687815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240183\n",
+      "Iter: 4 Subject: 1240183\n",
+      "--------------------------------------------------\n",
+      "Subject: 753605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687815\n",
+      "Iter: 1 Subject: 687820\n",
+      "Iter: 2 Subject: 907068\n",
+      "Iter: 2 Subject: 687815\n",
+      "Iter: 1 Subject: 753605\n",
+      "Iter: 2 Subject: 687820\n",
+      "Iter: 3 Subject: 687815\n",
+      "Iter: 3 Subject: 687820\n",
+      "Iter: 4 Subject: 687815Iter: 2 Subject: 753605\n",
+      "\n",
+      "Iter: 3 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 925341 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753605\n",
+      "--------------------------------------------------\n",
+      "Subject: 908444 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907068\n",
+      "Iter: 5 Subject: 907068\n",
+      "Iter: 1 Subject: 908444\n",
+      "Iter: 1 Subject: 925341\n",
+      "Iter: 2 Subject: 908444\n",
+      "Iter: 6 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 949174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908444\n",
+      "Iter: 2 Subject: 925341\n",
+      "Iter: 4 Subject: 908444\n",
+      "--------------------------------------------------\n",
+      "Subject: 908449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925341\n",
+      "Iter: 4 Subject: 925341\n",
+      "Iter: 1 Subject: 949174\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949174\n",
+      "Iter: 1 Subject: 908455\n",
+      "Iter: 3 Subject: 949174\n",
+      "--------------------------------------------------\n",
+      "Subject: 908473 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908449\n",
+      "Iter: 2 Subject: 908449\n",
+      "Iter: 3 Subject: 908449\n",
+      "Iter: 2 Subject: 908455\n",
+      "Iter: 4 Subject: 908449\n",
+      "--------------------------------------------------\n",
+      "Subject: 909749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330985\n",
+      "Iter: 3 Subject: 908455\n",
+      "--------------------------------------------------\n",
+      "Subject: 687800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908473\n",
+      "Iter: 1 Subject: 909749\n",
+      "Iter: 2 Subject: 1330985\n",
+      "Iter: 1 Subject: 687800\n",
+      "Iter: 2 Subject: 908473\n",
+      "Iter: 2 Subject: 909749\n",
+      "Iter: 2 Subject: 687800\n",
+      "Iter: 3 Subject: 1330985\n",
+      "Iter: 3 Subject: 908473\n",
+      "Iter: 3 Subject: 687800\n",
+      "Iter: 3 Subject: 909749\n",
+      "Iter: 4 Subject: 687800\n",
+      "Iter: 4 Subject: 908473\n",
+      "Iter: 4 Subject: 1330985\n",
+      "--------------------------------------------------\n",
+      "Subject: 687821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688011 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909749\n",
+      "--------------------------------------------------\n",
+      "Subject: 905967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 909749\n",
+      "Iter: 1 Subject: 905967\n",
+      "Iter: 6 Subject: 909749\n",
+      "Iter: 1 Subject: 688011\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905967\n",
+      "Iter: 3 Subject: 905967\n",
+      "Iter: 2 Subject: 688011\n",
+      "Iter: 4 Subject: 905967\n",
+      "Iter: 3 Subject: 688011\n",
+      "Iter: 1 Subject: 687821\n",
+      "--------------------------------------------------\n",
+      "Subject: 908446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331055\n",
+      "Iter: 4 Subject: 688011\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331055\n",
+      "Iter: 2 Subject: 687821\n",
+      "Iter: 1 Subject: 908446\n",
+      "Iter: 3 Subject: 1331055\n",
+      "Iter: 4 Subject: 1331055\n",
+      "Iter: 3 Subject: 687821\n",
+      "Iter: 2 Subject: 908446\n",
+      "Iter: 5 Subject: 1331055\n",
+      "--------------------------------------------------\n",
+      "Subject: 925342 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908446\n",
+      "Iter: 4 Subject: 687821\n",
+      "Iter: 1 Subject: 1330982\n",
+      "Iter: 4 Subject: 908446\n",
+      "Iter: 5 Subject: 687821\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330982\n",
+      "Iter: 3 Subject: 1330982\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330984\n",
+      "Iter: 1 Subject: 1480371\n",
+      "Iter: 1 Subject: 1240186\n",
+      "Iter: 2 Subject: 1330984\n",
+      "Iter: 2 Subject: 1480371\n",
+      "Iter: 3 Subject: 1330984\n",
+      "Iter: 2 Subject: 1240186\n",
+      "Iter: 3 Subject: 1480371\n",
+      "Iter: 4 Subject: 1330984\n",
+      "Iter: 4 Subject: 1480371--------------------------------------------------\n",
+      "Subject: 909711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 1240186\n",
+      "--------------------------------------------------\n",
+      "Subject: 687807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 1240186\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909711\n",
+      "Iter: 1 Subject: 925342\n",
+      "Iter: 1 Subject: 687807\n",
+      "Iter: 2 Subject: 909711\n",
+      "Iter: 2 Subject: 687807\n",
+      "Iter: 3 Subject: 687807\n",
+      "Iter: 3 Subject: 909711\n",
+      "Iter: 4 Subject: 687807\n",
+      "Iter: 4 Subject: 909711\n",
+      "Iter: 2 Subject: 925342\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240187\n",
+      "--------------------------------------------------\n",
+      "Subject: 722066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925342\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240192 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240187\n",
+      "Iter: 3 Subject: 1240187\n",
+      "Iter: 1 Subject: 1240192\n",
+      "Iter: 4 Subject: 1240187\n",
+      "Iter: 1 Subject: 722066\n",
+      "--------------------------------------------------\n",
+      "Subject: 908158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240192\n",
+      "Iter: 3 Subject: 1240192\n",
+      "Iter: 4 Subject: 1240192\n",
+      "Iter: 2 Subject: 722066\n",
+      "Iter: 1 Subject: 1240189\n",
+      "--------------------------------------------------\n",
+      "Subject: 949178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 722066\n",
+      "Iter: 1 Subject: 908158\n",
+      "Iter: 4 Subject: 722066\n",
+      "Iter: 1 Subject: 949178\n",
+      "Iter: 2 Subject: 1240189\n",
+      "Iter: 5 Subject: 722066\n",
+      "Iter: 2 Subject: 908158\n",
+      "Iter: 2 Subject: 949178\n",
+      "--------------------------------------------------\n",
+      "Subject: 908450 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240189\n",
+      "Iter: 3 Subject: 949178\n",
+      "Iter: 3 Subject: 908158\n",
+      "Iter: 4 Subject: 1240189\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503363 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949178\n",
+      "Iter: 4 Subject: 908158\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503363\n",
+      "Iter: 1 Subject: 909737\n",
+      "Iter: 1 Subject: 1330983\n",
+      "Iter: 2 Subject: 1503363\n",
+      "Iter: 2 Subject: 909737\n",
+      "Iter: 2 Subject: 1330983\n",
+      "Iter: 3 Subject: 1503363\n",
+      "Iter: 3 Subject: 909737\n",
+      "Iter: 3 Subject: 1330983\n",
+      "Iter: 4 Subject: 1503363\n",
+      "Iter: 4 Subject: 909737\n",
+      "Iter: 4 Subject: 1330983\n",
+      "--------------------------------------------------\n",
+      "Subject: 908474 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688018 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 909737\n",
+      "--------------------------------------------------\n",
+      "Subject: 688013 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688018\n",
+      "Iter: 1 Subject: 908474\n",
+      "Iter: 1 Subject: 908450\n",
+      "Iter: 2 Subject: 688018\n",
+      "Iter: 1 Subject: 688013\n",
+      "Iter: 2 Subject: 908474\n",
+      "Iter: 3 Subject: 688018\n",
+      "--------------------------------------------------\n",
+      "Subject: 724874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908474\n",
+      "Iter: 2 Subject: 688013\n",
+      "Iter: 4 Subject: 908474\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240190 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724874\n",
+      "Iter: 3 Subject: 688013\n",
+      "Iter: 4 Subject: 688013\n",
+      "Iter: 2 Subject: 908450\n",
+      "Iter: 2 Subject: 724874\n",
+      "Iter: 1 Subject: 1240190\n",
+      "--------------------------------------------------\n",
+      "Subject: 908457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724874\n",
+      "Iter: 2 Subject: 1240190\n",
+      "Iter: 4 Subject: 724874\n",
+      "Iter: 3 Subject: 908450\n",
+      "Iter: 3 Subject: 1240190\n",
+      "--------------------------------------------------\n",
+      "Subject: 908445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908457\n",
+      "Iter: 4 Subject: 1240190\n",
+      "Iter: 4 Subject: 908450\n",
+      "--------------------------------------------------\n",
+      "Subject: 1509074 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908457\n",
+      "--------------------------------------------------\n",
+      "Subject: 910849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908457\n",
+      "Iter: 4 Subject: 908457\n",
+      "Iter: 1 Subject: 908445\n",
+      "--------------------------------------------------\n",
+      "Subject: 905990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1509074\n",
+      "Iter: 1 Subject: 910849\n",
+      "Iter: 2 Subject: 908445\n",
+      "Iter: 2 Subject: 1509074\n",
+      "Iter: 2 Subject: 910849\n",
+      "Iter: 1 Subject: 905990\n",
+      "Iter: 3 Subject: 908445\n",
+      "Iter: 3 Subject: 910849\n",
+      "Iter: 3 Subject: 1509074\n",
+      "Iter: 2 Subject: 905990\n",
+      "Iter: 4 Subject: 908445\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1509074\n",
+      "--------------------------------------------------\n",
+      "Subject: 905979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905990\n",
+      "--------------------------------------------------\n",
+      "Subject: 910701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687802\n",
+      "Iter: 1 Subject: 1503362\n",
+      "Iter: 2 Subject: 687802\n",
+      "Iter: 1 Subject: 910701\n",
+      "Iter: 1 Subject: 905979\n",
+      "Iter: 3 Subject: 687802\n",
+      "Iter: 2 Subject: 1503362\n",
+      "Iter: 2 Subject: 905979\n",
+      "Iter: 4 Subject: 687802\n",
+      "Iter: 2 Subject: 910701\n",
+      "Iter: 3 Subject: 1503362\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905979\n",
+      "Iter: 3 Subject: 910701\n",
+      "Iter: 4 Subject: 1503362\n",
+      "Iter: 4 Subject: 905979\n",
+      "--------------------------------------------------\n",
+      "Subject: 908443 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910701\n",
+      "--------------------------------------------------\n",
+      "Subject: 724825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298356\n",
+      "Iter: 1 Subject: 908443\n",
+      "Iter: 2 Subject: 908443\n",
+      "Iter: 2 Subject: 1298356\n",
+      "Iter: 3 Subject: 908443\n",
+      "Iter: 3 Subject: 1298356Iter: 4 Subject: 908443\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298356\n",
+      "Iter: 5 Subject: 1298356\n",
+      "Iter: 1 Subject: 688025\n",
+      "Iter: 1 Subject: 724825\n",
+      "--------------------------------------------------\n",
+      "Subject: 908448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908159\n",
+      "Iter: 2 Subject: 688025\n",
+      "Iter: 2 Subject: 908159\n",
+      "Iter: 1 Subject: 908448\n",
+      "Iter: 3 Subject: 908159\n",
+      "Iter: 3 Subject: 688025\n",
+      "--------------------------------------------------\n",
+      "Subject: 949177 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724825\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 905933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908448\n",
+      "Iter: 3 Subject: 908448\n",
+      "--------------------------------------------------\n",
+      "Subject: 688006 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905933\n",
+      "Iter: 3 Subject: 724825\n",
+      "Iter: 1 Subject: 949177\n",
+      "Iter: 4 Subject: 724825\n",
+      "Iter: 2 Subject: 905933\n",
+      "Iter: 2 Subject: 949177\n",
+      "Iter: 3 Subject: 905933Iter: 1 Subject: 688006\n",
+      "\n",
+      "Iter: 5 Subject: 724825\n",
+      "Iter: 3 Subject: 949177\n",
+      "Iter: 4 Subject: 905933\n",
+      "--------------------------------------------------\n",
+      "Subject: 909746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688006\n",
+      "Iter: 5 Subject: 905933\n",
+      "Iter: 4 Subject: 949177\n",
+      "--------------------------------------------------\n",
+      "Subject: 909740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 688006\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298352 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298352\n",
+      "Iter: 1 Subject: 909746\n",
+      "Iter: 1 Subject: 909740\n",
+      "Iter: 2 Subject: 1298352\n",
+      "Iter: 2 Subject: 909740Iter: 3 Subject: 1298352\n",
+      "\n",
+      "Iter: 2 Subject: 909746\n",
+      "Iter: 1 Subject: 687812\n",
+      "Iter: 4 Subject: 1298352\n",
+      "Iter: 3 Subject: 909740\n",
+      "Iter: 3 Subject: 909746\n",
+      "--------------------------------------------------\n",
+      "Subject: 688022 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687812\n",
+      "Iter: 4 Subject: 909740\n",
+      "Iter: 4 Subject: 909746\n",
+      "--------------------------------------------------\n",
+      "Subject: 688026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 909746\n",
+      "Iter: 3 Subject: 687812\n",
+      "Iter: 1 Subject: 688022\n",
+      "--------------------------------------------------\n",
+      "Subject: 688027 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687812\n",
+      "Iter: 2 Subject: 688022\n",
+      "Iter: 5 Subject: 687812\n",
+      "Iter: 3 Subject: 688022\n",
+      "Iter: 1 Subject: 688026\n",
+      "--------------------------------------------------\n",
+      "Subject: 949171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908451 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688027\n",
+      "Iter: 2 Subject: 688026\n",
+      "Iter: 2 Subject: 688027\n",
+      "Iter: 1 Subject: 949171\n",
+      "Iter: 3 Subject: 688026\n",
+      "Iter: 4 Subject: 688026\n",
+      "Iter: 2 Subject: 949171\n",
+      "Iter: 3 Subject: 688027\n",
+      "--------------------------------------------------\n",
+      "Subject: 949175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 688027\n",
+      "Iter: 3 Subject: 949171\n",
+      "Iter: 1 Subject: 908451\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949171\n",
+      "Iter: 2 Subject: 908451\n",
+      "Iter: 5 Subject: 949171\n",
+      "Iter: 3 Subject: 908451\n",
+      "--------------------------------------------------\n",
+      "Subject: 909748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949175\n",
+      "--------------------------------------------------\n",
+      "Subject: 909744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949175\n",
+      "Iter: 1 Subject: 1298358\n",
+      "Iter: 1 Subject: 909748\n",
+      "Iter: 3 Subject: 949175\n",
+      "Iter: 1 Subject: 909744\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240217 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298358\n",
+      "Iter: 2 Subject: 909748\n",
+      "Iter: 2 Subject: 909744\n",
+      "Iter: 3 Subject: 1298358\n",
+      "Iter: 3 Subject: 909748\n",
+      "Iter: 3 Subject: 909744\n",
+      "Iter: 4 Subject: 1298358\n",
+      "Iter: 4 Subject: 909748\n",
+      "Iter: 1 Subject: 1240217\n",
+      "--------------------------------------------------\n",
+      "Subject: 687814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 687819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908482 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240217\n",
+      "Iter: 1 Subject: 687819\n",
+      "Iter: 1 Subject: 687814Iter: 1 Subject: 908482\n",
+      "\n",
+      "Iter: 3 Subject: 1240217\n",
+      "Iter: 4 Subject: 1240217\n",
+      "Iter: 2 Subject: 687819\n",
+      "Iter: 2 Subject: 687814\n",
+      "Iter: 2 Subject: 908482\n",
+      "--------------------------------------------------\n",
+      "Subject: 908459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687819\n",
+      "Iter: 3 Subject: 687814\n",
+      "Iter: 3 Subject: 908482\n",
+      "Iter: 4 Subject: 687819--------------------------------------------------\n",
+      "Subject: 688031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 908482\n",
+      "Iter: 1 Subject: 908459\n",
+      "Iter: 5 Subject: 687819\n",
+      "--------------------------------------------------\n",
+      "Subject: 949172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688031\n",
+      "Iter: 2 Subject: 908459\n",
+      "Iter: 3 Subject: 908459\n",
+      "Iter: 2 Subject: 688031\n",
+      "Iter: 4 Subject: 908459\n",
+      "Iter: 3 Subject: 688031\n",
+      "Iter: 1 Subject: 949172\n",
+      "--------------------------------------------------\n",
+      "Subject: 949176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 908459\n",
+      "Iter: 1 Subject: 908447\n",
+      "--------------------------------------------------\n",
+      "Subject: 910930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949172\n",
+      "Iter: 2 Subject: 908447\n",
+      "Iter: 3 Subject: 949172\n",
+      "Iter: 3 Subject: 908447\n",
+      "Iter: 4 Subject: 949172\n",
+      "Iter: 4 Subject: 908447\n",
+      "Iter: 1 Subject: 910930\n",
+      "Iter: 5 Subject: 949172\n",
+      "--------------------------------------------------\n",
+      "Subject: 909751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910930\n",
+      "Iter: 1 Subject: 909751\n",
+      "Iter: 3 Subject: 910930\n",
+      "Iter: 4 Subject: 910930\n",
+      "Iter: 2 Subject: 909751\n",
+      "--------------------------------------------------\n",
+      "Subject: 905986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331035\n",
+      "Iter: 3 Subject: 909751\n",
+      "Iter: 1 Subject: 949176\n",
+      "Iter: 2 Subject: 1331035\n",
+      "--------------------------------------------------\n",
+      "Subject: 905942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905986\n",
+      "Iter: 2 Subject: 905986\n",
+      "Iter: 2 Subject: 949176\n",
+      "Iter: 3 Subject: 905986\n",
+      "Iter: 1 Subject: 905944\n",
+      "Iter: 4 Subject: 905986\n",
+      "Iter: 1 Subject: 905942\n",
+      "--------------------------------------------------\n",
+      "Subject: 753607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905944\n",
+      "Iter: 3 Subject: 949176\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 1240191 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905944\n",
+      "Iter: 2 Subject: 905942\n",
+      "Iter: 4 Subject: 905944\n",
+      "Iter: 1 Subject: 753607\n",
+      "--------------------------------------------------\n",
+      "Subject: 908440 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753607\n",
+      "Iter: 3 Subject: 905942\n",
+      "Iter: 3 Subject: 753607\n",
+      "Iter: 4 Subject: 753607\n",
+      "--------------------------------------------------\n",
+      "Subject: 908452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905942\n",
+      "Iter: 1 Subject: 908440\n",
+      "Iter: 1 Subject: 1240191\n",
+      "Iter: 5 Subject: 905942\n",
+      "Iter: 1 Subject: 908452\n",
+      "--------------------------------------------------\n",
+      "Subject: 908454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908440\n",
+      "Iter: 2 Subject: 908452\n",
+      "Iter: 2 Subject: 1240191\n",
+      "Iter: 3 Subject: 908440\n",
+      "Iter: 1 Subject: 908454\n",
+      "Iter: 4 Subject: 908440\n",
+      "Iter: 3 Subject: 908452\n",
+      "Iter: 3 Subject: 1240191\n",
+      "--------------------------------------------------\n",
+      "Subject: 910904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908452\n",
+      "Iter: 2 Subject: 908454\n",
+      "--------------------------------------------------\n",
+      "Subject: 924244 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240191\n",
+      "Iter: 3 Subject: 908454\n",
+      "--------------------------------------------------\n",
+      "Subject: 909759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910904\n",
+      "Iter: 4 Subject: 908454\n",
+      "--------------------------------------------------\n",
+      "Subject: 909712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910904\n",
+      "Iter: 1 Subject: 909759\n",
+      "Iter: 1 Subject: 924244\n",
+      "Iter: 3 Subject: 910904\n",
+      "Iter: 1 Subject: 909712\n",
+      "Iter: 2 Subject: 909759\n",
+      "Iter: 2 Subject: 924244\n",
+      "Iter: 4 Subject: 910904\n",
+      "Iter: 3 Subject: 909759\n",
+      "Iter: 2 Subject: 909712\n",
+      "Iter: 5 Subject: 910904\n",
+      "Iter: 3 Subject: 924244\n",
+      "Iter: 4 Subject: 909759\n",
+      "--------------------------------------------------\n",
+      "Subject: 910566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909712\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240181 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909712\n",
+      "Iter: 4 Subject: 924244\n",
+      "--------------------------------------------------\n",
+      "Subject: 688014 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924241 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688014\n",
+      "Iter: 1 Subject: 1240181\n",
+      "Iter: 1 Subject: 924241\n",
+      "Iter: 2 Subject: 688014\n",
+      "Iter: 1 Subject: 910566\n",
+      "Iter: 3 Subject: 688014\n",
+      "Iter: 2 Subject: 1240181\n",
+      "Iter: 2 Subject: 924241\n",
+      "Iter: 4 Subject: 688014\n",
+      "--------------------------------------------------\n",
+      "Subject: 906823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910566\n",
+      "Iter: 3 Subject: 924241\n",
+      "Iter: 3 Subject: 1240181\n",
+      "Iter: 3 Subject: 910566\n",
+      "Iter: 4 Subject: 1240181\n",
+      "Iter: 4 Subject: 924241\n",
+      "Iter: 4 Subject: 910566\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322213 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240181\n",
+      "--------------------------------------------------\n",
+      "Subject: 905955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1322213\n",
+      "Iter: 1 Subject: 1479994\n",
+      "Iter: 2 Subject: 1479994\n",
+      "Iter: 2 Subject: 1322213\n",
+      "Iter: 1 Subject: 905955\n",
+      "Iter: 3 Subject: 1322213\n",
+      "Iter: 3 Subject: 1479994\n",
+      "Iter: 4 Subject: 1322213\n",
+      "Iter: 1 Subject: 906823\n",
+      "Iter: 4 Subject: 1479994\n",
+      "--------------------------------------------------\n",
+      "Subject: 905957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1479994\n",
+      "Iter: 2 Subject: 905955\n",
+      "--------------------------------------------------\n",
+      "Subject: 713869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905955\n",
+      "Iter: 2 Subject: 906823\n",
+      "Iter: 1 Subject: 905957\n",
+      "Iter: 1 Subject: 713869\n",
+      "Iter: 3 Subject: 906823\n",
+      "Iter: 4 Subject: 905955\n",
+      "Iter: 2 Subject: 905957\n",
+      "Iter: 2 Subject: 713869\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906823\n",
+      "Iter: 3 Subject: 713869\n",
+      "--------------------------------------------------\n",
+      "Subject: 910706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905957\n",
+      "Iter: 4 Subject: 713869\n",
+      "Iter: 4 Subject: 905957\n",
+      "Iter: 5 Subject: 713869\n",
+      "Iter: 5 Subject: 905957\n",
+      "Iter: 1 Subject: 1480364\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1322212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1480374 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910706\n",
+      "Iter: 2 Subject: 1480364\n",
+      "Iter: 2 Subject: 910706\n",
+      "Iter: 3 Subject: 910706\n",
+      "Iter: 3 Subject: 1480364\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1322212\n",
+      "Iter: 4 Subject: 1480364\n",
+      "Iter: 1 Subject: 1480374\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1322212\n",
+      "Iter: 2 Subject: 1480374\n",
+      "Iter: 3 Subject: 1322212\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480374\n",
+      "Iter: 1 Subject: 1330964\n",
+      "Iter: 1 Subject: 1297449\n",
+      "Iter: 4 Subject: 1480374\n",
+      "Iter: 1 Subject: 1330975\n",
+      "Iter: 2 Subject: 1330964\n",
+      "--------------------------------------------------\n",
+      "Subject: 907273 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297449\n",
+      "Iter: 2 Subject: 1330975\n",
+      "Iter: 3 Subject: 1330964\n",
+      "Iter: 3 Subject: 1297449\n",
+      "Iter: 4 Subject: 1297449\n",
+      "Iter: 4 Subject: 1330964\n",
+      "Iter: 3 Subject: 1330975\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1330975\n",
+      "Iter: 1 Subject: 907273\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907273\n",
+      "Iter: 3 Subject: 907273\n",
+      "Iter: 1 Subject: 687787\n",
+      "Iter: 1 Subject: 1298353\n",
+      "Iter: 4 Subject: 907273\n",
+      "Iter: 1 Subject: 1479991\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298353\n",
+      "Iter: 2 Subject: 1479991\n",
+      "Iter: 2 Subject: 687787\n",
+      "Iter: 3 Subject: 1298353\n",
+      "Iter: 3 Subject: 1479991\n",
+      "Iter: 3 Subject: 687787\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1298355\n",
+      "Iter: 4 Subject: 1298353\n",
+      "Iter: 4 Subject: 687787\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1479991\n",
+      "Iter: 5 Subject: 1298353\n",
+      "Iter: 2 Subject: 1298355\n",
+      "Iter: 5 Subject: 1479991\n",
+      "--------------------------------------------------\n",
+      "Subject: 724839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298355\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298355\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503364\n",
+      "Iter: 2 Subject: 1503364\n",
+      "Iter: 1 Subject: 1298357\n",
+      "Iter: 1 Subject: 724839\n",
+      "Iter: 3 Subject: 1503364\n",
+      "Iter: 4 Subject: 1503364\n",
+      "Iter: 2 Subject: 1298357\n",
+      "Iter: 2 Subject: 724839\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298357\n",
+      "Iter: 3 Subject: 724839\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298357\n",
+      "Iter: 5 Subject: 1298357Iter: 1 Subject: 1240144\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331026\n",
+      "Iter: 1 Subject: 1331025\n",
+      "Iter: 2 Subject: 1331026\n",
+      "Iter: 2 Subject: 1240144\n",
+      "Iter: 3 Subject: 1331026\n",
+      "Iter: 2 Subject: 1331025\n",
+      "Iter: 1 Subject: 1290767\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240144\n",
+      "Iter: 3 Subject: 1331025\n",
+      "Iter: 4 Subject: 1331025\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290767\n",
+      "Iter: 4 Subject: 1240144\n",
+      "Iter: 1 Subject: 1503368\n",
+      "Iter: 3 Subject: 1290767\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290767\n",
+      "Iter: 2 Subject: 1503368\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240193 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503368\n",
+      "Iter: 1 Subject: 1298150\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298150\n",
+      "Iter: 1 Subject: 1240193\n",
+      "Iter: 3 Subject: 1298150\n",
+      "Iter: 4 Subject: 1298150\n",
+      "Iter: 2 Subject: 1240193\n",
+      "--------------------------------------------------\n",
+      "Subject: 907791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240193Iter: 1 Subject: 1240125\n",
+      "\n",
+      "Iter: 1 Subject: 1330950\n",
+      "Iter: 4 Subject: 1240193\n",
+      "Iter: 5 Subject: 1240193\n",
+      "Iter: 2 Subject: 1240125\n",
+      "--------------------------------------------------\n",
+      "Subject: 908483 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330950\n",
+      "Iter: 3 Subject: 1240125\n",
+      "Iter: 3 Subject: 1330950\n",
+      "Iter: 1 Subject: 907791\n",
+      "Iter: 4 Subject: 1330950\n",
+      "Iter: 4 Subject: 1240125\n",
+      "--------------------------------------------------\n",
+      "Subject: 910942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908483\n",
+      "Iter: 2 Subject: 907791\n",
+      "Iter: 2 Subject: 908483\n",
+      "Iter: 3 Subject: 907791\n",
+      "Iter: 3 Subject: 908483\n",
+      "Iter: 1 Subject: 1303912\n",
+      "Iter: 4 Subject: 908483\n",
+      "Iter: 4 Subject: 907791\n",
+      "Iter: 1 Subject: 910942\n",
+      "--------------------------------------------------\n",
+      "Subject: 909702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 908483\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298351 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1303912\n",
+      "Iter: 2 Subject: 910942\n",
+      "Iter: 3 Subject: 1303912\n",
+      "Iter: 3 Subject: 910942\n",
+      "--------------------------------------------------\n",
+      "Subject: 753579 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1303912\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298351\n",
+      "Iter: 2 Subject: 1298351\n",
+      "Iter: 1 Subject: 1479993\n",
+      "Iter: 1 Subject: 909702\n",
+      "Iter: 3 Subject: 1298351\n",
+      "Iter: 2 Subject: 1479993\n",
+      "Iter: 4 Subject: 1298351\n",
+      "Iter: 2 Subject: 909702\n",
+      "Iter: 3 Subject: 1479993\n",
+      "--------------------------------------------------\n",
+      "Subject: 909774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1479993\n",
+      "Iter: 3 Subject: 909702\n",
+      "Iter: 1 Subject: 753579\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331039 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909702\n",
+      "--------------------------------------------------\n",
+      "Subject: 909718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753579\n",
+      "Iter: 1 Subject: 909718\n",
+      "Iter: 3 Subject: 753579\n",
+      "Iter: 2 Subject: 909718\n",
+      "Iter: 1 Subject: 1331039\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909718\n",
+      "Iter: 4 Subject: 909718\n",
+      "Iter: 5 Subject: 909718\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331039\n",
+      "Iter: 1 Subject: 909774\n",
+      "Iter: 3 Subject: 1331039\n",
+      "Iter: 4 Subject: 1331039\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909774\n",
+      "Iter: 1 Subject: 1297447\n",
+      "Iter: 3 Subject: 909774\n",
+      "Iter: 1 Subject: 1480359\n",
+      "--------------------------------------------------\n",
+      "Subject: 949090 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240124\n",
+      "Iter: 2 Subject: 1480359\n",
+      "Iter: 3 Subject: 1480359\n",
+      "Iter: 2 Subject: 1297447\n",
+      "Iter: 1 Subject: 949090\n",
+      "Iter: 4 Subject: 1480359\n",
+      "Iter: 2 Subject: 1240124\n",
+      "--------------------------------------------------\n",
+      "Subject: 11223344 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1297447\n",
+      "Iter: 2 Subject: 949090\n",
+      "Iter: 4 Subject: 1297447\n",
+      "Iter: 3 Subject: 949090\n",
+      "Iter: 3 Subject: 1240124\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240182 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949090\n",
+      "Iter: 1 Subject: 11223344\n",
+      "Iter: 4 Subject: 1240124\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 11223344\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1240182\n",
+      "Iter: 3 Subject: 11223344\n",
+      "Iter: 4 Subject: 11223344\n",
+      "Iter: 2 Subject: 1240182\n",
+      "Iter: 5 Subject: 11223344\n",
+      "Iter: 3 Subject: 1240182\n",
+      "Iter: 1 Subject: 749710\n",
+      "--------------------------------------------------\n",
+      "Subject: 908144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298146\n",
+      "Iter: 4 Subject: 1240182\n",
+      "Iter: 5 Subject: 1240182\n",
+      "Iter: 2 Subject: 749710\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298146\n",
+      "Iter: 3 Subject: 749710\n",
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+      "Iter: 3 Subject: 1298146\n",
+      "Iter: 4 Subject: 749710\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1480361\n",
+      "Iter: 2 Subject: 908144\n",
+      "Iter: 5 Subject: 749710\n",
+      "Iter: 3 Subject: 908144\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1480361\n",
+      "--------------------------------------------------\n",
+      "Subject: 687980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480361\n",
+      "Iter: 1 Subject: 1290724\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290724\n",
+      "Iter: 1 Subject: 1330945\n",
+      "Iter: 1 Subject: 1298347\n",
+      "Iter: 3 Subject: 1290724\n",
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+      "Iter: 5 Subject: 1290724\n",
+      "Iter: 3 Subject: 1330945\n",
+      "Iter: 2 Subject: 1298347\n",
+      "--------------------------------------------------\n",
+      "Subject: 688001 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298347\n",
+      "--------------------------------------------------\n",
+      "Subject: 908142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687980\n",
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+      "Iter: 1 Subject: 910937\n",
+      "Iter: 2 Subject: 688001\n",
+      "Iter: 1 Subject: 908142\n",
+      "Iter: 3 Subject: 688001\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910937\n",
+      "Iter: 2 Subject: 687980\n",
+      "Iter: 2 Subject: 908142\n",
+      "Iter: 3 Subject: 908142\n",
+      "Iter: 3 Subject: 910937\n",
+      "Iter: 3 Subject: 687980\n",
+      "--------------------------------------------------\n",
+      "Subject: 753581 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910937\n",
+      "--------------------------------------------------\n",
+      "Subject: 908123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687980\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331037 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908123\n",
+      "Iter: 1 Subject: 1240147\n",
+      "Iter: 1 Subject: 753581\n",
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+      "Iter: 1 Subject: 1331037\n",
+      "Iter: 4 Subject: 908123\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298537 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753581\n",
+      "Iter: 2 Subject: 1240147\n",
+      "Iter: 2 Subject: 1331037\n",
+      "Iter: 3 Subject: 753581\n",
+      "Iter: 3 Subject: 1331037\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297439 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240147\n",
+      "Iter: 4 Subject: 753581\n",
+      "--------------------------------------------------\n",
+      "Subject: 908132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240147\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297438 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1297439\n",
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+      "Iter: 4 Subject: 1297439\n",
+      "Iter: 2 Subject: 908132\n",
+      "Iter: 3 Subject: 1297438\n",
+      "--------------------------------------------------\n",
+      "Subject: 924240 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908132\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298537\n",
+      "Iter: 4 Subject: 908132\n",
+      "--------------------------------------------------\n",
+      "Subject: 1323913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924240\n",
+      "Iter: 4 Subject: 1298537\n",
+      "Iter: 5 Subject: 1298537\n",
+      "Iter: 2 Subject: 924240\n",
+      "Iter: 1 Subject: 1480358\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924240\n",
+      "Iter: 1 Subject: 1323913\n",
+      "Iter: 2 Subject: 1480358\n",
+      "Iter: 4 Subject: 924240\n",
+      "--------------------------------------------------\n",
+      "Subject: 998179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480358\n",
+      "Iter: 2 Subject: 1323913\n",
+      "Iter: 4 Subject: 1480358\n",
+      "Iter: 1 Subject: 998179Iter: 5 Subject: 1480358\n",
+      "\n",
+      "Iter: 3 Subject: 1323913\n",
+      "--------------------------------------------------Iter: 1 Subject: 1479992\n",
+      "\n",
+      "Subject: 1331060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 998179\n",
+      "Iter: 3 Subject: 998179\n",
+      "Iter: 2 Subject: 1479992\n",
+      "Iter: 4 Subject: 998179\n",
+      "Iter: 1 Subject: 1480360\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479992\n",
+      "Iter: 2 Subject: 1480360\n",
+      "Iter: 4 Subject: 1479992\n",
+      "Iter: 1 Subject: 1331060\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480360\n",
+      "Iter: 1 Subject: 1290725\n",
+      "Iter: 4 Subject: 1480360\n",
+      "Iter: 1 Subject: 1330941\n",
+      "Iter: 2 Subject: 1331060\n",
+      "Iter: 5 Subject: 1480360\n",
+      "Iter: 2 Subject: 1290725\n",
+      "--------------------------------------------------\n",
+      "Subject: 908133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330941\n",
+      "Iter: 3 Subject: 1331060\n",
+      "Iter: 3 Subject: 1290725\n",
+      "Iter: 3 Subject: 1330941\n",
+      "Iter: 4 Subject: 1290725\n",
+      "Iter: 4 Subject: 1331060\n",
+      "Iter: 4 Subject: 1330941\n",
+      "Iter: 5 Subject: 1290725\n",
+      "--------------------------------------------------\n",
+      "Subject: 683665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908133\n",
+      "--------------------------------------------------\n",
+      "Subject: 910780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908469 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 683665\n",
+      "Iter: 2 Subject: 908133\n",
+      "Iter: 3 Subject: 908133\n",
+      "Iter: 2 Subject: 683665\n",
+      "Iter: 1 Subject: 908469\n",
+      "--------------------------------------------------\n",
+      "Subject: 753539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 683665\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908469\n",
+      "Iter: 3 Subject: 908469\n",
+      "Iter: 1 Subject: 910780\n",
+      "Iter: 1 Subject: 753539\n",
+      "--------------------------------------------------\n",
+      "Subject: 946358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753539\n",
+      "Iter: 2 Subject: 910780\n",
+      "Iter: 1 Subject: 1479995\n",
+      "Iter: 3 Subject: 753539\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910780\n",
+      "Iter: 1 Subject: 946358\n",
+      "Iter: 2 Subject: 1479995\n",
+      "Iter: 4 Subject: 910780\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331028 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479995\n",
+      "Iter: 2 Subject: 946358\n",
+      "Iter: 1 Subject: 1503365\n",
+      "Iter: 4 Subject: 1479995\n",
+      "Iter: 3 Subject: 946358\n",
+      "--------------------------------------------------\n",
+      "Subject: 910910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 946358\n",
+      "Iter: 2 Subject: 1503365\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331028\n",
+      "Iter: 3 Subject: 1503365\n",
+      "Iter: 2 Subject: 1331028\n",
+      "Iter: 4 Subject: 1503365\n",
+      "Iter: 1 Subject: 1660035\n",
+      "--------------------------------------------------\n",
+      "Subject: 909715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331028\n",
+      "Iter: 2 Subject: 1660035\n",
+      "Iter: 1 Subject: 910910\n",
+      "Iter: 4 Subject: 1331028\n",
+      "--------------------------------------------------\n",
+      "Subject: 1295740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1660035\n",
+      "Iter: 4 Subject: 1660035\n",
+      "Iter: 2 Subject: 910910\n",
+      "--------------------------------------------------\n",
+      "Subject: 907281 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910910\n",
+      "Iter: 4 Subject: 910910\n",
+      "--------------------------------------------------\n",
+      "Subject: 906864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909715\n",
+      "Iter: 1 Subject: 1295740\n",
+      "Iter: 1 Subject: 907281\n",
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+      "Iter: 1 Subject: 906864\n",
+      "Iter: 4 Subject: 1295740\n",
+      "Iter: 3 Subject: 907281\n",
+      "--------------------------------------------------\n",
+      "Subject: 909974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909715\n",
+      "Iter: 4 Subject: 907281\n",
+      "Iter: 2 Subject: 906864\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503362.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 925340 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906864\n",
+      "Iter: 4 Subject: 906864\n",
+      "Iter: 1 Subject: 925340\n",
+      "--------------------------------------------------\n",
+      "Subject: 924248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925340\n",
+      "Iter: 3 Subject: 925340\n",
+      "Iter: 1 Subject: 1503362.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909974\n",
+      "Iter: 2 Subject: 1503362.1\n",
+      "Iter: 1 Subject: 924248\n",
+      "Iter: 3 Subject: 1503362.1\n",
+      "Iter: 2 Subject: 924248\n",
+      "Iter: 1 Subject: 1659928\n",
+      "Iter: 4 Subject: 1503362.1\n",
+      "Iter: 2 Subject: 909974\n",
+      "--------------------------------------------------\n",
+      "Subject: 905985 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 924248\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659928\n",
+      "Iter: 3 Subject: 909974\n",
+      "Iter: 4 Subject: 924248\n",
+      "--------------------------------------------------\n",
+      "Subject: 910702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907318 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1659928\n",
+      "Iter: 4 Subject: 1659928\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905985\n",
+      "Iter: 1 Subject: 907318\n",
+      "Iter: 2 Subject: 907318\n",
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+      "Iter: 3 Subject: 907318\n",
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+      "Iter: 2 Subject: 1290795\n",
+      "Iter: 4 Subject: 907318\n",
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+      "Iter: 2 Subject: 910702\n",
+      "Iter: 3 Subject: 1290795\n",
+      "--------------------------------------------------\n",
+      "Subject: 909262 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908461 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910702\n",
+      "Iter: 1 Subject: 908461\n",
+      "Iter: 1 Subject: 724870\n",
+      "Iter: 4 Subject: 910702\n",
+      "Iter: 1 Subject: 909262\n",
+      "Iter: 2 Subject: 724870\n",
+      "Iter: 5 Subject: 910702\n",
+      "Iter: 2 Subject: 908461\n",
+      "--------------------------------------------------\n",
+      "Subject: 946357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724870\n",
+      "Iter: 2 Subject: 909262\n",
+      "Iter: 3 Subject: 908461\n",
+      "Iter: 3 Subject: 909262\n",
+      "Iter: 4 Subject: 724870\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909262\n",
+      "Iter: 5 Subject: 724870\n",
+      "--------------------------------------------------\n",
+      "Subject: 910935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659929\n",
+      "Iter: 1 Subject: 946357\n",
+      "Iter: 2 Subject: 1659929\n",
+      "Iter: 1 Subject: 906695\n",
+      "Iter: 3 Subject: 1659929\n",
+      "Iter: 4 Subject: 1659929\n",
+      "Iter: 2 Subject: 906695\n",
+      "Iter: 2 Subject: 946357\n",
+      "Iter: 1 Subject: 910935\n",
+      "--------------------------------------------------\n",
+      "Subject: 907280 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906695\n",
+      "Iter: 3 Subject: 946357\n",
+      "Iter: 2 Subject: 910935\n",
+      "Iter: 4 Subject: 946357\n",
+      "Iter: 4 Subject: 906695\n",
+      "--------------------------------------------------\n",
+      "Subject: 906850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907280\n",
+      "Iter: 5 Subject: 906695\n",
+      "Iter: 3 Subject: 910935\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910935\n",
+      "Iter: 2 Subject: 907280\n",
+      "Iter: 5 Subject: 910935\n",
+      "Iter: 1 Subject: 1330993\n",
+      "Iter: 3 Subject: 907280\n",
+      "--------------------------------------------------\n",
+      "Subject: 909194 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907280\n",
+      "Iter: 2 Subject: 1330993\n",
+      "--------------------------------------------------\n",
+      "Subject: 908135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 906850\n",
+      "Iter: 3 Subject: 1330993\n",
+      "Iter: 1 Subject: 909194\n",
+      "Iter: 4 Subject: 1330993\n",
+      "Iter: 5 Subject: 1330993\n",
+      "Iter: 2 Subject: 909194\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331040 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906850\n",
+      "Iter: 1 Subject: 908135\n",
+      "Iter: 3 Subject: 909194\n",
+      "Iter: 4 Subject: 909194\n",
+      "Iter: 3 Subject: 906850\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908135\n",
+      "Iter: 4 Subject: 906850\n",
+      "Iter: 3 Subject: 908135\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240211 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908135\n",
+      "Iter: 1 Subject: 1659823\n",
+      "--------------------------------------------------\n",
+      "Subject: 906693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659823\n",
+      "Iter: 1 Subject: 1331040\n",
+      "Iter: 3 Subject: 1659823\n",
+      "Iter: 2 Subject: 1331040\n",
+      "Iter: 4 Subject: 1659823\n",
+      "Iter: 1 Subject: 906693\n",
+      "--------------------------------------------------\n",
+      "Subject: 909977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331040\n",
+      "Iter: 2 Subject: 906693\n",
+      "Iter: 4 Subject: 1331040\n",
+      "Iter: 1 Subject: 1240211\n",
+      "--------------------------------------------------\n",
+      "Subject: 687777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906693\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240211\n",
+      "Iter: 3 Subject: 1240211\n",
+      "Iter: 1 Subject: 687777\n",
+      "Iter: 4 Subject: 1240211\n",
+      "--------------------------------------------------\n",
+      "Subject: 908481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298531\n",
+      "Iter: 2 Subject: 687777\n",
+      "Iter: 3 Subject: 687777\n",
+      "Iter: 2 Subject: 1298531\n",
+      "Iter: 4 Subject: 687777\n",
+      "Iter: 1 Subject: 908481\n",
+      "Iter: 1 Subject: 909977\n",
+      "Iter: 5 Subject: 687777\n",
+      "Iter: 3 Subject: 1298531\n",
+      "--------------------------------------------------\n",
+      "Subject: 910920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908481\n",
+      "Iter: 4 Subject: 1298531\n",
+      "Iter: 3 Subject: 908481\n",
+      "--------------------------------------------------\n",
+      "Subject: 1674021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1298531\n",
+      "--------------------------------------------------\n",
+      "Subject: 688086 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1674021\n",
+      "Iter: 2 Subject: 909977\n",
+      "Iter: 1 Subject: 910920\n",
+      "Iter: 2 Subject: 1674021\n",
+      "Iter: 1 Subject: 688086\n",
+      "Iter: 3 Subject: 1674021\n",
+      "Iter: 2 Subject: 910920\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909977Iter: 2 Subject: 688086\n",
+      "\n",
+      "Iter: 3 Subject: 688086\n",
+      "Iter: 3 Subject: 910920\n",
+      "Iter: 4 Subject: 688086\n",
+      "Iter: 4 Subject: 909977\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910920\n",
+      "Iter: 1 Subject: 1299049\n",
+      "--------------------------------------------------\n",
+      "Subject: 907275 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 5 Subject: 909977\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299049\n",
+      "Iter: 3 Subject: 1299049\n",
+      "Iter: 4 Subject: 1299049\n",
+      "Iter: 1 Subject: 910567\n",
+      "--------------------------------------------------\n",
+      "Subject: 905934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1524414\n",
+      "Iter: 1 Subject: 907275\n",
+      "Iter: 2 Subject: 910567\n",
+      "Iter: 1 Subject: 905934\n",
+      "Iter: 2 Subject: 907275\n",
+      "Iter: 3 Subject: 910567\n",
+      "Iter: 2 Subject: 1524414\n",
+      "Iter: 2 Subject: 905934\n",
+      "Iter: 4 Subject: 910567\n",
+      "Iter: 3 Subject: 907275\n",
+      "Iter: 3 Subject: 905934\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524414\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240220 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907275\n",
+      "Iter: 4 Subject: 1524414\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330973\n",
+      "Iter: 1 Subject: 1240220\n",
+      "Iter: 2 Subject: 1330973\n",
+      "Iter: 3 Subject: 1330973\n",
+      "Iter: 2 Subject: 1240220\n",
+      "Iter: 1 Subject: 724828\n",
+      "Iter: 4 Subject: 1330973Iter: 1 Subject: 1331036\n",
+      "\n",
+      "Iter: 3 Subject: 1240220\n",
+      "--------------------------------------------------\n",
+      "Subject: 687562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240220\n",
+      "Iter: 2 Subject: 1331036\n",
+      "Iter: 2 Subject: 724828\n",
+      "--------------------------------------------------\n",
+      "Subject: 908119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331036\n",
+      "Iter: 3 Subject: 724828\n",
+      "Iter: 4 Subject: 1331036\n",
+      "Iter: 5 Subject: 1331036\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 724828\n",
+      "Iter: 1 Subject: 908119\n",
+      "Iter: 1 Subject: 687562\n",
+      "Iter: 5 Subject: 724828\n",
+      "--------------------------------------------------\n",
+      "Subject: 753540 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908119\n",
+      "Iter: 2 Subject: 687562\n",
+      "Iter: 3 Subject: 908119\n",
+      "Iter: 4 Subject: 908119\n",
+      "Iter: 3 Subject: 687562\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687562\n",
+      "Iter: 1 Subject: 1298145\n",
+      "Iter: 1 Subject: 753540\n",
+      "--------------------------------------------------\n",
+      "Subject: 908468 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298475\n",
+      "Iter: 2 Subject: 753540\n",
+      "Iter: 1 Subject: 908468\n",
+      "Iter: 2 Subject: 1298145\n",
+      "Iter: 2 Subject: 1298475\n",
+      "Iter: 2 Subject: 908468\n",
+      "Iter: 3 Subject: 753540\n",
+      "Iter: 3 Subject: 1298145\n",
+      "--------------------------------------------------\n",
+      "Subject: 907790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908468Iter: 3 Subject: 1298475\n",
+      "\n",
+      "Iter: 4 Subject: 753540\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298475\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1660036\n",
+      "Iter: 1 Subject: 907790\n",
+      "Iter: 2 Subject: 1660036\n",
+      "Iter: 1 Subject: 909727\n",
+      "Iter: 2 Subject: 907790\n",
+      "Iter: 3 Subject: 1660036\n",
+      "Iter: 4 Subject: 1660036\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 907790\n",
+      "Iter: 2 Subject: 909727Iter: 1 Subject: 1331031\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907790\n",
+      "Iter: 3 Subject: 909727\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322224 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909727\n",
+      "Iter: 2 Subject: 1331031\n",
+      "--------------------------------------------------\n",
+      "Subject: 924106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331031\n",
+      "Iter: 1 Subject: 1330942\n",
+      "Iter: 4 Subject: 1331031\n",
+      "Iter: 1 Subject: 1322224\n",
+      "--------------------------------------------------\n",
+      "Subject: 909253 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924106\n",
+      "Iter: 2 Subject: 1330942\n",
+      "Iter: 2 Subject: 1322224\n",
+      "Iter: 3 Subject: 1330942\n",
+      "Iter: 2 Subject: 924106\n",
+      "Iter: 3 Subject: 1322224\n",
+      "--------------------------------------------------Iter: 3 Subject: 924106\n",
+      "Subject: 908441 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 1330942\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 924106\n",
+      "Iter: 1 Subject: 909253\n",
+      "--------------------------------------------------\n",
+      "Subject: 753620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908441\n",
+      "Iter: 1 Subject: 1660034\n",
+      "Iter: 2 Subject: 909253\n",
+      "Iter: 2 Subject: 908441\n",
+      "Iter: 2 Subject: 1660034\n",
+      "Iter: 1 Subject: 753620\n",
+      "Iter: 3 Subject: 908441\n",
+      "Iter: 3 Subject: 909253\n",
+      "Iter: 3 Subject: 1660034\n",
+      "Iter: 4 Subject: 908441\n",
+      "Iter: 2 Subject: 753620\n",
+      "--------------------------------------------------Iter: 4 Subject: 1660034\n",
+      "\n",
+      "Subject: 906790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909253\n",
+      "Iter: 3 Subject: 753620\n",
+      "--------------------------------------------------\n",
+      "Subject: 907785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1660034\n",
+      "--------------------------------------------------\n",
+      "Subject: 949162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753620\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906790\n",
+      "Iter: 1 Subject: 907785\n",
+      "Iter: 2 Subject: 906790\n",
+      "Iter: 3 Subject: 906790\n",
+      "Iter: 1 Subject: 949162\n",
+      "Iter: 2 Subject: 907785\n",
+      "Iter: 4 Subject: 906790\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330983.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907785\n",
+      "Iter: 1 Subject: 1524417\n",
+      "Iter: 4 Subject: 907785\n",
+      "Iter: 2 Subject: 949162\n",
+      "Iter: 5 Subject: 907785\n",
+      "Iter: 3 Subject: 949162\n",
+      "Iter: 2 Subject: 1524417\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330983.1\n",
+      "Iter: 4 Subject: 949162\n",
+      "--------------------------------------------------\n",
+      "Subject: 907272 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524417\n",
+      "Iter: 2 Subject: 1330983.1\n",
+      "Iter: 4 Subject: 1524417\n",
+      "Iter: 3 Subject: 1330983.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298526 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1330983.1\n",
+      "Iter: 5 Subject: 1330983.1\n",
+      "Iter: 1 Subject: 1659818\n",
+      "--------------------------------------------------\n",
+      "Subject: 949157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659818\n",
+      "Iter: 3 Subject: 1659818\n",
+      "Iter: 1 Subject: 907272\n",
+      "Iter: 1 Subject: 949157\n",
+      "Iter: 1 Subject: 1298526\n",
+      "Iter: 4 Subject: 1659818\n",
+      "Iter: 2 Subject: 907272\n",
+      "Iter: 2 Subject: 949157\n",
+      "--------------------------------------------------\n",
+      "Subject: 906867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907272\n",
+      "Iter: 3 Subject: 949157\n",
+      "--------------------------------------------------\n",
+      "Subject: 753561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907272\n",
+      "--------------------------------------------------\n",
+      "Subject: 1723793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298526\n",
+      "Iter: 3 Subject: 1298526\n",
+      "Iter: 4 Subject: 1298526\n",
+      "Iter: 1 Subject: 906867\n",
+      "Iter: 5 Subject: 1298526\n",
+      "Iter: 1 Subject: 1723793\n",
+      "--------------------------------------------------\n",
+      "Subject: 910905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906867\n",
+      "Iter: 1 Subject: 753561\n",
+      "Iter: 3 Subject: 906867\n",
+      "Iter: 2 Subject: 1723793\n",
+      "Iter: 4 Subject: 906867\n",
+      "--------------------------------------------------\n",
+      "Subject: 949179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753561\n",
+      "Iter: 1 Subject: 910905\n",
+      "Iter: 3 Subject: 1723793\n",
+      "Iter: 3 Subject: 753561\n",
+      "Iter: 2 Subject: 910905\n",
+      "Iter: 4 Subject: 1723793\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753561\n",
+      "Iter: 3 Subject: 910905\n",
+      "Iter: 1 Subject: 949179\n",
+      "Iter: 5 Subject: 753561\n",
+      "Iter: 4 Subject: 910905\n",
+      "--------------------------------------------------\n",
+      "Subject: 907278 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299052\n",
+      "Iter: 2 Subject: 949179\n",
+      "Iter: 2 Subject: 1299052\n",
+      "Iter: 3 Subject: 949179\n",
+      "Iter: 3 Subject: 1299052\n",
+      "Iter: 1 Subject: 907278\n",
+      "Iter: 4 Subject: 1299052\n",
+      "Iter: 4 Subject: 949179\n",
+      "Iter: 2 Subject: 907278\n",
+      "Iter: 1 Subject: 905940\n",
+      "--------------------------------------------------\n",
+      "Subject: 753604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 949179\n",
+      "Iter: 3 Subject: 907278\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905940\n",
+      "Iter: 4 Subject: 907278\n",
+      "--------------------------------------------------\n",
+      "Subject: 907788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905940\n",
+      "--------------------------------------------------\n",
+      "Subject: 687506 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753604\n",
+      "Iter: 1 Subject: 1298476\n",
+      "Iter: 1 Subject: 907788\n",
+      "Iter: 2 Subject: 1298476\n",
+      "Iter: 2 Subject: 907788\n",
+      "Iter: 2 Subject: 753604\n",
+      "Iter: 3 Subject: 1298476\n",
+      "Iter: 1 Subject: 687506\n",
+      "Iter: 3 Subject: 907788\n",
+      "Iter: 4 Subject: 1298476\n",
+      "Iter: 3 Subject: 753604\n",
+      "--------------------------------------------------\n",
+      "Subject: 907000 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907788\n",
+      "Iter: 2 Subject: 687506\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240221 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753604\n",
+      "Iter: 3 Subject: 687506\n",
+      "Iter: 5 Subject: 753604\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 687506\n",
+      "Iter: 5 Subject: 687506\n",
+      "--------------------------------------------------\n",
+      "Subject: 749712 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240221\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298218\n",
+      "Iter: 1 Subject: 907000\n",
+      "Iter: 2 Subject: 1240221\n",
+      "Iter: 2 Subject: 1298218\n",
+      "Iter: 3 Subject: 1298218\n",
+      "Iter: 3 Subject: 1240221\n",
+      "Iter: 1 Subject: 749712\n",
+      "Iter: 4 Subject: 1298218\n",
+      "Iter: 2 Subject: 907000\n",
+      "Iter: 4 Subject: 1240221\n",
+      "--------------------------------------------------\n",
+      "Subject: 1723794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 749712\n",
+      "Iter: 5 Subject: 1240221\n",
+      "Iter: 3 Subject: 749712\n",
+      "Iter: 3 Subject: 907000\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749712\n",
+      "--------------------------------------------------\n",
+      "Subject: 753562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907000\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1723794\n",
+      "Iter: 1 Subject: 1299061\n",
+      "Iter: 1 Subject: 1298156\n",
+      "Iter: 2 Subject: 1723794\n",
+      "Iter: 2 Subject: 1299061\n",
+      "Iter: 3 Subject: 1723794\n",
+      "Iter: 3 Subject: 1299061\n",
+      "Iter: 4 Subject: 1723794\n",
+      "--------------------------------------------------\n",
+      "Subject: 753585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298156\n",
+      "Iter: 4 Subject: 1299061\n",
+      "--------------------------------------------------\n",
+      "Subject: 909735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753562\n",
+      "Iter: 3 Subject: 1298156\n",
+      "Iter: 4 Subject: 1298156Iter: 1 Subject: 909735\n",
+      "\n",
+      "Iter: 1 Subject: 753585\n",
+      "Iter: 2 Subject: 753562\n",
+      "Iter: 2 Subject: 909735\n",
+      "Iter: 5 Subject: 1298156\n",
+      "--------------------------------------------------\n",
+      "Subject: 949173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909735\n",
+      "Iter: 2 Subject: 753585\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753562\n",
+      "Iter: 3 Subject: 753585\n",
+      "Iter: 4 Subject: 753585\n",
+      "--------------------------------------------------\n",
+      "Subject: 907269 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753562\n",
+      "Iter: 1 Subject: 949173\n",
+      "Iter: 1 Subject: 1240156\n",
+      "Iter: 5 Subject: 753562\n",
+      "Iter: 2 Subject: 949173\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907269\n",
+      "Iter: 2 Subject: 1240156\n",
+      "Iter: 3 Subject: 949173\n",
+      "Iter: 3 Subject: 1240156\n",
+      "Iter: 2 Subject: 907269\n",
+      "--------------------------------------------------\n",
+      "Subject: 906835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949173\n",
+      "Iter: 3 Subject: 907269\n",
+      "--------------------------------------------------\n",
+      "Subject: 907314 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906835\n",
+      "Iter: 1 Subject: 1331045\n",
+      "Iter: 1 Subject: 907314\n",
+      "Iter: 2 Subject: 906835\n",
+      "Iter: 1 Subject: 687804\n",
+      "Iter: 2 Subject: 907314\n",
+      "Iter: 3 Subject: 906835\n",
+      "Iter: 2 Subject: 1331045\n",
+      "Iter: 3 Subject: 907314\n",
+      "Iter: 4 Subject: 906835\n",
+      "Iter: 3 Subject: 1331045\n",
+      "Iter: 4 Subject: 907314\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524415 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687804\n",
+      "--------------------------------------------------\n",
+      "Subject: 688023 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1331045\n",
+      "--------------------------------------------------\n",
+      "Subject: 905980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687804\n",
+      "Iter: 4 Subject: 687804\n",
+      "--------------------------------------------------\n",
+      "Subject: 907322 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688023\n",
+      "Iter: 1 Subject: 1524415\n",
+      "Iter: 1 Subject: 905980\n",
+      "Iter: 2 Subject: 688023\n",
+      "Iter: 2 Subject: 1524415\n",
+      "Iter: 3 Subject: 688023\n",
+      "Iter: 2 Subject: 905980\n",
+      "Iter: 1 Subject: 907322\n",
+      "Iter: 4 Subject: 688023\n",
+      "Iter: 3 Subject: 1524415\n",
+      "--------------------------------------------------\n",
+      "Subject: 906831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905980\n",
+      "Iter: 4 Subject: 1524415\n",
+      "Iter: 4 Subject: 905980\n",
+      "Iter: 2 Subject: 907322\n",
+      "--------------------------------------------------\n",
+      "Subject: 910554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905980\n",
+      "Iter: 3 Subject: 907322\n",
+      "Iter: 6 Subject: 905980\n",
+      "Iter: 1 Subject: 906831\n",
+      "--------------------------------------------------\n",
+      "Subject: 906870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907322\n",
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+      "--------------------------------------------------\n",
+      "Subject: 1240167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 1240172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 1330948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906870\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906870\n",
+      "--------------------------------------------------\n",
+      "Subject: 749717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 4 Subject: 1240172\n",
+      "--------------------------------------------------\n",
+      "Subject: 930082 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749717\n",
+      "Iter: 1 Subject: 1290455\n",
+      "--------------------------------------------------\n",
+      "Subject: 724834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 1290455\n",
+      "--------------------------------------------------\n",
+      "Subject: 946372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724834\n",
+      "Iter: 4 Subject: 1290455\n",
+      "Iter: 2 Subject: 930082\n",
+      "--------------------------------------------------\n",
+      "Subject: 924102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724834\n",
+      "Iter: 1 Subject: 946372\n",
+      "Iter: 3 Subject: 930082\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 724834\n",
+      "Iter: 2 Subject: 946372\n",
+      "Iter: 4 Subject: 930082\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924102\n",
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+      "Iter: 2 Subject: 924102\n",
+      "--------------------------------------------------\n",
+      "Subject: 910951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 949094 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924102\n",
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+      "--------------------------------------------------\n",
+      "Subject: 1290768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 949094Iter: 1 Subject: 1290768\n",
+      "\n",
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+      "Iter: 3 Subject: 910951\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290768\n",
+      "Iter: 4 Subject: 949094\n",
+      "--------------------------------------------------\n",
+      "Subject: 906828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327768\n",
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+      "Iter: 4 Subject: 1290768\n",
+      "Iter: 1 Subject: 1290771\n",
+      "--------------------------------------------------\n",
+      "Subject: 909753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906828\n",
+      "Iter: 5 Subject: 1290768\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290771\n",
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+      "Iter: 4 Subject: 906828\n",
+      "--------------------------------------------------\n",
+      "Subject: 687985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299067\n",
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+      "Iter: 4 Subject: 1299067\n",
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+      "Iter: 4 Subject: 909753\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 749713\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749713\n",
+      "Iter: 1 Subject: 1479988\n",
+      "Iter: 5 Subject: 749713\n",
+      "Iter: 1 Subject: 908152\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908152\n",
+      "Iter: 2 Subject: 1479988\n",
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+      "Iter: 1 Subject: 1330994\n",
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+      "Iter: 4 Subject: 908152\n",
+      "Iter: 1 Subject: 1331034\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330994\n",
+      "Iter: 4 Subject: 1479988\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330994\n",
+      "Iter: 2 Subject: 1331034\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1303897\n",
+      "Iter: 3 Subject: 1331034\n",
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+      "Iter: 1 Subject: 1503371\n",
+      "Iter: 2 Subject: 1303897\n",
+      "--------------------------------------------------\n",
+      "Subject: 909769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1303897\n",
+      "Iter: 2 Subject: 1503371\n",
+      "--------------------------------------------------\n",
+      "Subject: 925345 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503371\n",
+      "Iter: 1 Subject: 909769\n",
+      "Iter: 4 Subject: 1503371Iter: 1 Subject: 1298160\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909769\n",
+      "Iter: 3 Subject: 909769\n",
+      "--------------------------------------------------\n",
+      "Subject: 908143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 925345\n",
+      "Iter: 2 Subject: 1298160\n",
+      "Iter: 1 Subject: 909717\n",
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+      "Iter: 4 Subject: 1298160\n",
+      "Iter: 3 Subject: 909717\n",
+      "Iter: 4 Subject: 925345\n",
+      "Iter: 5 Subject: 1298160\n",
+      "--------------------------------------------------\n",
+      "Subject: 905989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1509073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908143\n",
+      "--------------------------------------------------\n",
+      "Subject: 924100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908143\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905989\n",
+      "Iter: 1 Subject: 924100\n",
+      "Iter: 1 Subject: 1509073\n",
+      "Iter: 2 Subject: 924100\n",
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+      "Iter: 3 Subject: 924100\n",
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+      "Iter: 3 Subject: 905989\n",
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+      "Iter: 4 Subject: 924100\n",
+      "Iter: 5 Subject: 924100\n",
+      "Iter: 3 Subject: 1509073\n",
+      "Iter: 3 Subject: 1327773\n",
+      "Iter: 4 Subject: 905989\n",
+      "--------------------------------------------------\n",
+      "Subject: 753583 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905989\n",
+      "Iter: 4 Subject: 1509073\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753583\n",
+      "Iter: 1 Subject: 687600\n",
+      "Iter: 2 Subject: 753583\n",
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+      "Iter: 2 Subject: 687600\n",
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+      "Iter: 1 Subject: 1479987\n",
+      "Iter: 3 Subject: 687600\n",
+      "Iter: 4 Subject: 687600\n",
+      "Iter: 5 Subject: 753583\n",
+      "Iter: 1 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 909781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1479987\n",
+      "Iter: 2 Subject: 753545\n",
+      "Iter: 3 Subject: 1479987\n",
+      "Iter: 1 Subject: 688021\n",
+      "Iter: 4 Subject: 1479987\n",
+      "Iter: 1 Subject: 909781\n",
+      "Iter: 3 Subject: 753545\n",
+      "Iter: 5 Subject: 1479987Iter: 2 Subject: 688021\n",
+      "\n",
+      "Iter: 4 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 753577 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909781\n",
+      "Iter: 3 Subject: 688021\n",
+      "Iter: 5 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 907312 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909781\n",
+      "Iter: 4 Subject: 688021\n",
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+      "Iter: 5 Subject: 688021\n",
+      "--------------------------------------------------\n",
+      "Subject: 906803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753577\n",
+      "Iter: 1 Subject: 907312\n",
+      "Iter: 2 Subject: 907312\n",
+      "Iter: 2 Subject: 753577\n",
+      "Iter: 3 Subject: 907312\n",
+      "Iter: 3 Subject: 753577\n",
+      "Iter: 4 Subject: 907312\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753577\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906803\n",
+      "Iter: 1 Subject: 1480362\n",
+      "Iter: 1 Subject: 1298365\n",
+      "Iter: 2 Subject: 906803\n",
+      "Iter: 1 Subject: 1503361\n",
+      "Iter: 2 Subject: 1298365\n",
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+      "Iter: 4 Subject: 906803\n",
+      "Iter: 2 Subject: 1480362\n",
+      "Iter: 3 Subject: 1298365\n",
+      "Iter: 3 Subject: 1503361\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298365\n",
+      "Iter: 4 Subject: 1503361\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1503361\n",
+      "Iter: 3 Subject: 1480362\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1322218\n",
+      "Iter: 4 Subject: 1480362\n",
+      "Iter: 2 Subject: 1322218\n",
+      "Iter: 1 Subject: 1659817\n",
+      "Iter: 1 Subject: 1330972\n",
+      "Iter: 5 Subject: 1480362\n",
+      "Iter: 3 Subject: 1322218\n",
+      "--------------------------------------------------\n",
+      "Subject: 909776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330972\n",
+      "--------------------------------------------------\n",
+      "Subject: 722046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330972\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659817\n",
+      "Iter: 1 Subject: 909776\n",
+      "Iter: 3 Subject: 1659817\n",
+      "Iter: 2 Subject: 909776\n",
+      "Iter: 3 Subject: 909776\n",
+      "Iter: 4 Subject: 1659817\n",
+      "Iter: 4 Subject: 909776\n",
+      "--------------------------------------------------Iter: 1 Subject: 1659819\n",
+      "\n",
+      "Subject: 687448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1659817\n",
+      "--------------------------------------------------\n",
+      "Subject: 908130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 722046\n",
+      "Iter: 2 Subject: 1659819\n",
+      "Iter: 3 Subject: 1659819\n",
+      "--------------------------------------------------\n",
+      "Subject: 946377 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908130\n",
+      "Iter: 2 Subject: 722046\n",
+      "Iter: 2 Subject: 908130\n",
+      "Iter: 1 Subject: 946377\n",
+      "Iter: 1 Subject: 687448\n",
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+      "Iter: 3 Subject: 722046\n",
+      "Iter: 4 Subject: 908130\n",
+      "Iter: 3 Subject: 946377\n",
+      "Iter: 4 Subject: 722046\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687448\n",
+      "Iter: 4 Subject: 946377\n",
+      "--------------------------------------------------\n",
+      "Subject: 924238 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687448\n",
+      "Iter: 4 Subject: 687448\n",
+      "Iter: 1 Subject: 1298154\n",
+      "Iter: 5 Subject: 687448\n",
+      "Iter: 1 Subject: 1298223\n",
+      "--------------------------------------------------\n",
+      "Subject: 905941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298154\n",
+      "Iter: 2 Subject: 1298223\n",
+      "Iter: 3 Subject: 1298154\n",
+      "Iter: 3 Subject: 1298223\n",
+      "Iter: 4 Subject: 1298154\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298223\n",
+      "Iter: 1 Subject: 905941\n",
+      "Iter: 1 Subject: 924238\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905941\n",
+      "Iter: 3 Subject: 905941\n",
+      "Iter: 2 Subject: 924238\n",
+      "Iter: 1 Subject: 1299062\n",
+      "--------------------------------------------------\n",
+      "Subject: 909976.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299062\n",
+      "Iter: 1 Subject: 1240218\n",
+      "Iter: 3 Subject: 924238\n",
+      "Iter: 3 Subject: 1299062\n",
+      "Iter: 4 Subject: 1299062\n",
+      "Iter: 1 Subject: 909976.1\n",
+      "Iter: 4 Subject: 924238\n",
+      "--------------------------------------------------\n",
+      "Subject: 908458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240218\n",
+      "--------------------------------------------------\n",
+      "Subject: 753584 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909976.1\n",
+      "Iter: 3 Subject: 1240218\n",
+      "Iter: 3 Subject: 909976.1\n",
+      "Iter: 4 Subject: 1240218\n",
+      "Iter: 1 Subject: 908458\n",
+      "Iter: 1 Subject: 753584\n",
+      "Iter: 4 Subject: 909976.1\n",
+      "Iter: 2 Subject: 753584\n",
+      "Iter: 5 Subject: 1240218\n",
+      "--------------------------------------------------\n",
+      "Subject: 907044 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908458\n",
+      "--------------------------------------------------\n",
+      "Subject: 998184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753584\n",
+      "Iter: 3 Subject: 908458\n",
+      "Iter: 4 Subject: 753584\n",
+      "Iter: 1 Subject: 907044\n",
+      "--------------------------------------------------\n",
+      "Subject: 908145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908458\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907044\n",
+      "Iter: 3 Subject: 907044\n",
+      "Iter: 1 Subject: 908145\n",
+      "Iter: 4 Subject: 907044\n",
+      "Iter: 1 Subject: 998184\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659787\n",
+      "Iter: 2 Subject: 908145\n",
+      "Iter: 2 Subject: 1659787\n",
+      "Iter: 2 Subject: 998184\n",
+      "Iter: 3 Subject: 908145\n",
+      "Iter: 3 Subject: 998184\n",
+      "Iter: 3 Subject: 1659787\n",
+      "Iter: 1 Subject: 1298157\n",
+      "Iter: 4 Subject: 908145\n",
+      "Iter: 4 Subject: 998184\n",
+      "Iter: 4 Subject: 1659787\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1298157\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298157\n",
+      "Iter: 4 Subject: 1298157\n",
+      "Iter: 1 Subject: 1480372\n",
+      "Iter: 1 Subject: 1298533\n",
+      "--------------------------------------------------\n",
+      "Subject: 905954.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298533\n",
+      "Iter: 2 Subject: 1480372\n",
+      "Iter: 1 Subject: 930299\n",
+      "Iter: 3 Subject: 1480372\n",
+      "Iter: 3 Subject: 1298533\n",
+      "Iter: 4 Subject: 1480372\n",
+      "Iter: 4 Subject: 1298533\n",
+      "Iter: 2 Subject: 930299\n",
+      "Iter: 3 Subject: 930299\n",
+      "Iter: 4 Subject: 930299\n",
+      "Iter: 1 Subject: 905954.1\n",
+      "Iter: 2 Subject: 905954.1\n",
+      "Iter: 3 Subject: 905954.1\n",
+      "Iter: 4 Subject: 905954.1\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish mixer\n",
+      "Get Medias\n",
+      "Creating population (Count: 1000)...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 49 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 50 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 51 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 52 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 53 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 54 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 55 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 56 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 57 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 59 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 60 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 61 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 62 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 63 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 65 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 66 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 69 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 70 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 71 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 72 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 73 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 74 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 77 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 76 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 78 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 79 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 81 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 82 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 83 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 84 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 87 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 88 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Creating Subject: 133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "--------------------------------------------------\n",
+      "Creating Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Finish creating population\n",
+      "Finish\n",
+      "Running mixer with porpulationBased (Count: 1001)\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1\n",
+      "Iter: 1 Subject: 3\n",
+      "Iter: 1 Subject: 2\n",
+      "Iter: 1 Subject: 0\n",
+      "Iter: 2 Subject: 1\n",
+      "Iter: 2 Subject: 3\n",
+      "Iter: 2 Subject: 0\n",
+      "Iter: 2 Subject: 2\n",
+      "Iter: 3 Subject: 1\n",
+      "Iter: 3 Subject: 3\n",
+      "Iter: 3 Subject: 0\n",
+      "Iter: 3 Subject: 2\n",
+      "Iter: 4 Subject: 3\n",
+      "Iter: 4 Subject: 1\n",
+      "--------------------------------------------------\n",
+      "Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 0\n",
+      "Iter: 5 Subject: 1\n",
+      "--------------------------------------------------\n",
+      "Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 5\n",
+      "Iter: 2 Subject: 5\n",
+      "Iter: 1 Subject: 4\n",
+      "Iter: 1 Subject: 6\n",
+      "Iter: 3 Subject: 5\n",
+      "Iter: 1 Subject: 7\n",
+      "--------------------------------------------------\n",
+      "Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 4\n",
+      "Iter: 2 Subject: 6\n",
+      "Iter: 3 Subject: 4\n",
+      "Iter: 3 Subject: 6\n",
+      "Iter: 4 Subject: 4\n",
+      "Iter: 2 Subject: 7\n",
+      "--------------------------------------------------\n",
+      "Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 8\n",
+      "Iter: 4 Subject: 6\n",
+      "Iter: 3 Subject: 7\n",
+      "--------------------------------------------------\n",
+      "Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 7\n",
+      "Iter: 2 Subject: 8\n",
+      "Iter: 5 Subject: 7\n",
+      "Iter: 1 Subject: 9\n",
+      "Iter: 3 Subject: 8\n",
+      "--------------------------------------------------\n",
+      "Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 10\n",
+      "Iter: 2 Subject: 9\n",
+      "Iter: 4 Subject: 8\n",
+      "--------------------------------------------------\n",
+      "Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 9\n",
+      "Iter: 2 Subject: 10\n",
+      "Iter: 1 Subject: 11\n",
+      "--------------------------------------------------\n",
+      "Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 11\n",
+      "Iter: 3 Subject: 10\n",
+      "Iter: 1 Subject: 12\n",
+      "Iter: 4 Subject: 10\n",
+      "Iter: 3 Subject: 11\n",
+      "Iter: 1 Subject: 13\n",
+      "--------------------------------------------------\n",
+      "Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 12\n",
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+      "Iter: 1 Subject: 15\n",
+      "--------------------------------------------------\n",
+      "Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 14\n",
+      "Iter: 5 Subject: 12\n",
+      "--------------------------------------------------\n",
+      "Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 17\n",
+      "Iter: 5 Subject: 14\n",
+      "--------------------------------------------------\n",
+      "Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 15\n",
+      "Iter: 3 Subject: 16\n",
+      "Iter: 2 Subject: 17\n",
+      "--------------------------------------------------\n",
+      "Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 18\n",
+      "--------------------------------------------------\n",
+      "Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 19\n",
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+      "Iter: 1 Subject: 20\n",
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+      "\n",
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+      "Iter: 5 Subject: 18\n",
+      "Iter: 3 Subject: 20\n",
+      "--------------------------------------------------\n",
+      "Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 21\n",
+      "--------------------------------------------------\n",
+      "Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 21\n",
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+      "Iter: 1 Subject: 22\n",
+      "Iter: 1 Subject: 24\n",
+      "--------------------------------------------------\n",
+      "Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 23\n",
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+      "Iter: 3 Subject: 22\n",
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+      "Iter: 1 Subject: 25\n",
+      "Iter: 3 Subject: 23\n",
+      "--------------------------------------------------\n",
+      "Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 24\n",
+      "Iter: 4 Subject: 23\n",
+      "--------------------------------------------------Iter: 2 Subject: 25\n",
+      "\n",
+      "Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 25\n",
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+      "Iter: 1 Subject: 27\n",
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+      "Iter: 2 Subject: 26\n",
+      "--------------------------------------------------\n",
+      "Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 29Iter: 5 Subject: 28\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 33\n",
+      "--------------------------------------------------\n",
+      "Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 32\n",
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+      "--------------------------------------------------\n",
+      "Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 33\n",
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+      "--------------------------------------------------\n",
+      "Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 37\n",
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+      "--------------------------------------------------\n",
+      "Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 4 Subject: 41\n",
+      "--------------------------------------------------\n",
+      "Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 40\n",
+      "--------------------------------------------------\n",
+      "Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 40\n",
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+      "--------------------------------------------------\n",
+      "Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 42Iter: 1 Subject: 44\n",
+      "\n",
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+      "Iter: 4 Subject: 44Iter: 4 Subject: 42\n",
+      "\n",
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+      "Iter: 2 Subject: 45\n",
+      "--------------------------------------------------\n",
+      "Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 45\n",
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+      "Iter: 1 Subject: 47\n",
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+      "Iter: 5 Subject: 45\n",
+      "Iter: 2 Subject: 46\n",
+      "--------------------------------------------------\n",
+      "Subject: 49 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 47\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 48\n",
+      "Iter: 3 Subject: 46\n",
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+      "Iter: 4 Subject: 48\n",
+      "--------------------------------------------------\n",
+      "Subject: 50 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 51 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 49\n",
+      "--------------------------------------------------\n",
+      "Subject: 52 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 4 Subject: 51\n",
+      "--------------------------------------------------\n",
+      "Subject: 53 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 52\n",
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+      "--------------------------------------------------\n",
+      "Subject: 54 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 52\n",
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+      "--------------------------------------------------\n",
+      "Subject: 55 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 53\n",
+      "--------------------------------------------------\n",
+      "Subject: 56 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 54\n",
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+      "\n",
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+      "Iter: 3 Subject: 56\n",
+      "--------------------------------------------------\n",
+      "Subject: 57 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 59 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 60 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 58\n",
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+      "--------------------------------------------------\n",
+      "Subject: 61 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 62 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 63 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 60\n",
+      "--------------------------------------------------\n",
+      "Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 65 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 61\n",
+      "--------------------------------------------------\n",
+      "Subject: 66 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 64\n",
+      "--------------------------------------------------\n",
+      "Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 69 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 70 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 67\n",
+      "--------------------------------------------------\n",
+      "Subject: 71 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 72 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 73 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 74 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 72\n",
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+      "--------------------------------------------------\n",
+      "Subject: 76 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 77 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 78 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 79 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 76\n",
+      "--------------------------------------------------\n",
+      "Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 81 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 82 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 83 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 84 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 87 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 88 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 89 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 86\n",
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+      "--------------------------------------------------\n",
+      "Subject: 90 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 91 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 92 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 3 Subject: 91\n",
+      "Iter: 4 Subject: 90--------------------------------------------------\n",
+      "Subject: 93 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 91\n",
+      "Iter: 2 Subject: 92\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 94 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 95 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 93\n",
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+      "--------------------------------------------------\n",
+      "Subject: 96 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 94\n",
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+      "--------------------------------------------------\n",
+      "Subject: 97 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 98 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 99 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 97\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 96\n",
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+      "Iter: 1 Subject: 98\n",
+      "Iter: 3 Subject: 96\n",
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+      "--------------------------------------------------\n",
+      "Subject: 100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 98\n",
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+      "--------------------------------------------------\n",
+      "Subject: 101 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 103 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 101\n",
+      "Iter: 6 Subject: 99\n",
+      "Iter: 2 Subject: 102\n",
+      "Iter: 3 Subject: 101--------------------------------------------------\n",
+      "Subject: 104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "Iter: 1 Subject: 103\n",
+      "--------------------------------------------------\n",
+      "Subject: 105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 109 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 108\n",
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+      "--------------------------------------------------\n",
+      "Subject: 111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 110\n",
+      "--------------------------------------------------\n",
+      "Subject: 112 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 4 Subject: 110Iter: 2 Subject: 111\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 113 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 112\n",
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+      "--------------------------------------------------\n",
+      "Subject: 114 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 115 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 113\n",
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+      "--------------------------------------------------\n",
+      "Subject: 116 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 117 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 114\n",
+      "Iter: 2 Subject: 116Iter: 2 Subject: 115\n",
+      "\n",
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+      "Iter: 1 Subject: 117\n",
+      "--------------------------------------------------\n",
+      "Subject: 118 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 116\n",
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+      "--------------------------------------------------\n",
+      "Subject: 119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 116\n",
+      "--------------------------------------------------\n",
+      "Subject: 120 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 117\n",
+      "Iter: 1 Subject: 118\n",
+      "--------------------------------------------------\n",
+      "Subject: 121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 120\n",
+      "Iter: 1 Subject: 119\n",
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+      "Iter: 4 Subject: 118\n",
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+      "Iter: 4 Subject: 119\n",
+      "--------------------------------------------------\n",
+      "Subject: 122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 118\n",
+      "Iter: 3 Subject: 121\n",
+      "--------------------------------------------------\n",
+      "Subject: 123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 121\n",
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+      "Iter: 1 Subject: 122\n",
+      "Iter: 1 Subject: 123\n",
+      "--------------------------------------------------\n",
+      "Subject: 125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 123\n",
+      "Iter: 1 Subject: 124\n",
+      "Iter: 1 Subject: 125\n",
+      "Iter: 2 Subject: 122\n",
+      "Iter: 3 Subject: 123\n",
+      "Iter: 2 Subject: 124--------------------------------------------------\n",
+      "Subject: 126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 125\n",
+      "Iter: 3 Subject: 122\n",
+      "Iter: 3 Subject: 124Iter: 4 Subject: 122\n",
+      "\n",
+      "Iter: 3 Subject: 125\n",
+      "--------------------------------------------------\n",
+      "Subject: 127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 129\n",
+      "Iter: 1 Subject: 130--------------------------------------------------\n",
+      "\n",
+      "Subject: 131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 134Iter: 3 Subject: 132\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 138\n",
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+      "Iter: 4 Subject: 138\n",
+      "--------------------------------------------------\n",
+      "Subject: 142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 145\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 157Iter: 3 Subject: 155\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 158\n",
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+      "--------------------------------------------------Iter: 1 Subject: 160\n",
+      "\n",
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+      "Iter: 2 Subject: 159--------------------------------------------------\n",
+      "Subject: 162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n"
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "--------------------------------------------------\n",
+      "Subject: 337 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+      "Subject: 390 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 387\n",
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+      "Iter: 3 Subject: 405--------------------------------------------------\n",
+      "\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 416--------------------------------------------------\n",
+      "\n",
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+      "Subject: 419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 422 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 423 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 420\n",
+      "--------------------------------------------------\n",
+      "Subject: 424 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 3 Subject: 447\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 464 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 472 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 469\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 490 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 491 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 489\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 497 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Subject: 502 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Subject: 521 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 524 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 521\n",
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+      "\n",
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+      "Iter: 3 Subject: 548--------------------------------------------------\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 553\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 576 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 580 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 581 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 582 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 584 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 581\n",
+      "--------------------------------------------------\n",
+      "Subject: 586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 587 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 584Iter: 2 Subject: 586\n",
+      "\n",
+      "Iter: 4 Subject: 585\n",
+      "Iter: 1 Subject: 587\n",
+      "--------------------------------------------------\n",
+      "Subject: 588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 584\n",
+      "Iter: 3 Subject: 586\n",
+      "Iter: 2 Subject: 587--------------------------------------------------\n",
+      "Subject: 589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 586\n",
+      "Iter: 1 Subject: 588\n",
+      "--------------------------------------------------\n",
+      "Subject: 590 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
+      "Iter: 5 Subject: 587\n",
+      "--------------------------------------------------\n",
+      "Subject: 591 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 592\n",
+      "Iter: 4 Subject: 591--------------------------------------------------\n",
+      "\n",
+      "Subject: 594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 598 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 601 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 598\n",
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+      "--------------------------------------------------\n",
+      "Subject: 602 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 600\n",
+      "--------------------------------------------------\n",
+      "Subject: 603 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 602\n",
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+      "--------------------------------------------------\n",
+      "Subject: 606 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 609 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 606\n",
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+      "Iter: 3 Subject: 608Iter: 2 Subject: 609\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 609\n",
+      "--------------------------------------------------\n",
+      "Subject: 611 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 609\n",
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+      "Iter: 1 Subject: 611\n",
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+      "--------------------------------------------------\n",
+      "Subject: 613 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 613\n",
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+      "--------------------------------------------------\n",
+      "Subject: 616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 613\n",
+      "Iter: 1 Subject: 614\n",
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+      "--------------------------------------------------\n",
+      "Subject: 617 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 619 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 616\n",
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+      "--------------------------------------------------\n",
+      "Subject: 620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 618\n",
+      "--------------------------------------------------\n",
+      "Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 618\n",
+      "Iter: 1 Subject: 620\n",
+      "Iter: 2 Subject: 619Iter: 1 Subject: 621\n",
+      "\n",
+      "Iter: 3 Subject: 618\n",
+      "Iter: 2 Subject: 621\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 619\n",
+      "Iter: 4 Subject: 618\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 622\n",
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+      "--------------------------------------------------\n",
+      "Subject: 626 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 627 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 626\n",
+      "--------------------------------------------------\n",
+      "Subject: 628 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 627\n",
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+      "--------------------------------------------------\n",
+      "Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 632 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 633 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 634 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 635 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 636 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 637 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 638 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 635\n",
+      "--------------------------------------------------\n",
+      "Subject: 639 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 637\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 636\n",
+      "--------------------------------------------------\n",
+      "Subject: 640 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 638\n",
+      "Iter: 3 Subject: 637Iter: 1 Subject: 639\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 641 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 638\n",
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+      "--------------------------------------------------\n",
+      "Subject: 642 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 643 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 644 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 645 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 646 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 647 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 645\n",
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+      "--------------------------------------------------\n",
+      "Subject: 648 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 645\n",
+      "--------------------------------------------------\n",
+      "Subject: 649 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 650 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 651 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 652 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 649\n",
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+      "Iter: 1 Subject: 652\n",
+      "--------------------------------------------------\n",
+      "Subject: 653 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 650\n",
+      "Iter: 2 Subject: 651\n",
+      "Iter: 2 Subject: 652\n",
+      "--------------------------------------------------\n",
+      "Subject: 654 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 652\n",
+      "Iter: 3 Subject: 651\n",
+      "Iter: 1 Subject: 653\n",
+      "--------------------------------------------------\n",
+      "Subject: 655 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 651\n",
+      "Iter: 2 Subject: 653--------------------------------------------------\n",
+      "Subject: 656 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 654\n",
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+      "Iter: 1 Subject: 656\n",
+      "--------------------------------------------------\n",
+      "Subject: 657 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 5 Subject: 654\n",
+      "Iter: 4 Subject: 656\n",
+      "Iter: 2 Subject: 657\n",
+      "Iter: 5 Subject: 655--------------------------------------------------\n",
+      "Subject: 658 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 659 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 657\n",
+      "--------------------------------------------------\n",
+      "Subject: 660 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 657\n",
+      "--------------------------------------------------\n",
+      "Subject: 661 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 661Iter: 4 Subject: 659\n",
+      "\n",
+      "Iter: 4 Subject: 660\n",
+      "--------------------------------------------------\n",
+      "Subject: 662 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 658\n",
+      "Iter: 3 Subject: 661\n",
+      "--------------------------------------------------\n",
+      "Subject: 663 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 664 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 658\n",
+      "--------------------------------------------------\n",
+      "Subject: 665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 664\n",
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+      "Iter: 2 Subject: 663Iter: 3 Subject: 664\n",
+      "\n",
+      "Iter: 2 Subject: 665\n",
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+      "--------------------------------------------------\n",
+      "Subject: 666 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 665\n",
+      "Iter: 4 Subject: 663\n",
+      "--------------------------------------------------\n",
+      "Subject: 667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 668 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 669 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 666\n",
+      "Iter: 1 Subject: 667\n",
+      "Iter: 1 Subject: 669\n",
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+      "Iter: 3 Subject: 669\n",
+      "Iter: 3 Subject: 667\n",
+      "Iter: 3 Subject: 666\n",
+      "Iter: 3 Subject: 668--------------------------------------------------\n",
+      "Subject: 670 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 667\n",
+      "--------------------------------------------------\n",
+      "Subject: 671 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 672 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 673 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 670\n",
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+      "Iter: 4 Subject: 671\n",
+      "--------------------------------------------------\n",
+      "Subject: 674 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 672\n",
+      "Iter: 3 Subject: 673Iter: 5 Subject: 671\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 675 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 672\n",
+      "Iter: 4 Subject: 673\n",
+      "--------------------------------------------------\n",
+      "Subject: 676 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 674\n",
+      "Iter: 5 Subject: 672\n",
+      "--------------------------------------------------\n",
+      "Subject: 677 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 674\n",
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+      "Iter: 3 Subject: 674\n",
+      "Iter: 2 Subject: 675\n",
+      "--------------------------------------------------\n",
+      "Subject: 678 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 677\n",
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+      "Iter: 3 Subject: 675\n",
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+      "Iter: 4 Subject: 675\n",
+      "Iter: 4 Subject: 676\n",
+      "--------------------------------------------------\n",
+      "Subject: 679 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 677\n",
+      "Iter: 1 Subject: 678\n",
+      "--------------------------------------------------\n",
+      "Subject: 680 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 677\n",
+      "Iter: 2 Subject: 678\n",
+      "--------------------------------------------------Iter: 1 Subject: 679\n",
+      "\n",
+      "Subject: 681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 678\n",
+      "Iter: 1 Subject: 680\n",
+      "Iter: 2 Subject: 679\n",
+      "--------------------------------------------------\n",
+      "Subject: 682 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 679\n",
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+      "Iter: 1 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 683 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 681\n",
+      "Iter: 4 Subject: 680\n",
+      "Iter: 3 Subject: 681\n",
+      "Iter: 5 Subject: 680\n",
+      "Iter: 2 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 684 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 685 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 682\n",
+      "Iter: 1 Subject: 683\n",
+      "Iter: 4 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 686 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 685\n",
+      "Iter: 2 Subject: 683\n",
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+      "Iter: 2 Subject: 684\n",
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+      "Iter: 4 Subject: 683\n",
+      "Iter: 2 Subject: 686\n",
+      "--------------------------------------------------\n",
+      "Subject: 687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 684\n",
+      "--------------------------------------------------\n",
+      "Subject: 688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 686\n",
+      "Iter: 4 Subject: 684\n",
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+      "--------------------------------------------------\n",
+      "Subject: 689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 690 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687\n",
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+      "Iter: 3 Subject: 687\n",
+      "--------------------------------------------------\n",
+      "Subject: 691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 689\n",
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+      "Iter: 2 Subject: 688\n",
+      "Iter: 2 Subject: 689\n",
+      "Iter: 3 Subject: 688Iter: 1 Subject: 691Iter: 2 Subject: 690\n",
+      "\n",
+      "\n",
+      "Iter: 4 Subject: 688\n",
+      "Iter: 3 Subject: 690\n",
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+      "Iter: 2 Subject: 691\n",
+      "--------------------------------------------------\n",
+      "Subject: 692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 688\n",
+      "Iter: 4 Subject: 689\n",
+      "--------------------------------------------------\n",
+      "Subject: 693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 691\n",
+      "--------------------------------------------------\n",
+      "Subject: 694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 691\n",
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+      "Iter: 1 Subject: 692\n",
+      "--------------------------------------------------\n",
+      "Subject: 695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 695\n",
+      "--------------------------------------------------\n",
+      "Subject: 696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 693\n",
+      "Iter: 3 Subject: 694\n",
+      "Iter: 2 Subject: 695\n",
+      "Iter: 4 Subject: 693\n",
+      "--------------------------------------------------\n",
+      "Subject: 697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 696\n",
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+      "--------------------------------------------------\n",
+      "Subject: 699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 699\n",
+      "Iter: 3 Subject: 698\n",
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+      "--------------------------------------------------\n",
+      "Subject: 701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 698\n",
+      "Iter: 4 Subject: 699\n",
+      "--------------------------------------------------\n",
+      "Subject: 702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 699\n",
+      "Iter: 1 Subject: 700\n",
+      "--------------------------------------------------\n",
+      "Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 701\n",
+      "Iter: 1 Subject: 702\n",
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+      "Iter: 3 Subject: 701\n",
+      "Iter: 1 Subject: 703\n",
+      "Iter: 3 Subject: 700\n",
+      "--------------------------------------------------Iter: 2 Subject: 702\n",
+      "\n",
+      "Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 702\n",
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+      "Iter: 4 Subject: 702\n",
+      "Iter: 3 Subject: 703\n",
+      "--------------------------------------------------\n",
+      "Subject: 706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 705\n",
+      "Iter: 4 Subject: 703\n",
+      "Iter: 1 Subject: 704\n",
+      "Iter: 5 Subject: 703\n",
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+      "--------------------------------------------------\n",
+      "Subject: 707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 704\n",
+      "Iter: 3 Subject: 705\n",
+      "Iter: 1 Subject: 706\n",
+      "--------------------------------------------------\n",
+      "Subject: 708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 704\n",
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+      "Iter: 1 Subject: 708\n",
+      "--------------------------------------------------\n",
+      "Subject: 709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 707\n",
+      "Iter: 4 Subject: 706\n",
+      "--------------------------------------------------\n",
+      "Subject: 710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 708\n",
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+      "--------------------------------------------------\n",
+      "Subject: 711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 710\n",
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+      "Iter: 4 Subject: 707\n",
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+      "Iter: 3 Subject: 710\n",
+      "--------------------------------------------------\n",
+      "Subject: 712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 710\n",
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+      "Iter: 1 Subject: 711\n",
+      "--------------------------------------------------\n",
+      "Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 6 Subject: 707\n",
+      "--------------------------------------------------\n",
+      "Subject: 714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 711\n",
+      "Iter: 1 Subject: 713\n",
+      "Iter: 1 Subject: 712\n",
+      "Iter: 3 Subject: 711\n",
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+      "Iter: 2 Subject: 712\n",
+      "--------------------------------------------------\n",
+      "Subject: 715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 713\n",
+      "Iter: 4 Subject: 713\n",
+      "Iter: 2 Subject: 714\n",
+      "Iter: 3 Subject: 712\n",
+      "--------------------------------------------------\n",
+      "Subject: 716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 715\n",
+      "Iter: 3 Subject: 714\n",
+      "Iter: 4 Subject: 712\n",
+      "Iter: 4 Subject: 714\n",
+      "Iter: 2 Subject: 715\n",
+      "--------------------------------------------------\n",
+      "Subject: 717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 712\n",
+      "Iter: 3 Subject: 715\n",
+      "Iter: 1 Subject: 716\n",
+      "--------------------------------------------------\n",
+      "Subject: 718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 716\n",
+      "Iter: 1 Subject: 717\n",
+      "Iter: 3 Subject: 716\n",
+      "--------------------------------------------------\n",
+      "Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 719\n",
+      "Iter: 1 Subject: 718\n",
+      "Iter: 2 Subject: 717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 719\n",
+      "Iter: 2 Subject: 718\n",
+      "Iter: 1 Subject: 720\n",
+      "Iter: 3 Subject: 719\n",
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+      "Iter: 4 Subject: 718\n",
+      "Iter: 4 Subject: 719\n",
+      "Iter: 4 Subject: 717\n",
+      "--------------------------------------------------\n",
+      "Subject: 721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 720\n",
+      "Iter: 5 Subject: 717\n",
+      "Iter: 4 Subject: 720\n",
+      "--------------------------------------------------\n",
+      "Subject: 723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 721\n",
+      "Iter: 1 Subject: 722\n",
+      "Iter: 1 Subject: 724\n",
+      "Iter: 2 Subject: 721\n",
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+      "--------------------------------------------------\n",
+      "Subject: 725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 723\n",
+      "--------------------------------------------------\n",
+      "Subject: 726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 722\n",
+      "--------------------------------------------------\n",
+      "Subject: 727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 723\n",
+      "Iter: 1 Subject: 725\n",
+      "Iter: 1 Subject: 726\n",
+      "Iter: 1 Subject: 727Iter: 4 Subject: 723\n",
+      "\n",
+      "Iter: 2 Subject: 725\n",
+      "--------------------------------------------------\n",
+      "Subject: 728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 726\n",
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+      "Iter: 2 Subject: 727\n",
+      "--------------------------------------------------\n",
+      "Subject: 729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 725\n",
+      "Iter: 3 Subject: 727\n",
+      "Iter: 1 Subject: 728\n",
+      "Iter: 5 Subject: 725\n",
+      "--------------------------------------------------\n",
+      "Subject: 730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 728\n",
+      "Iter: 1 Subject: 729\n",
+      "Iter: 3 Subject: 728\n",
+      "Iter: 4 Subject: 728\n",
+      "Iter: 2 Subject: 729\n",
+      "Iter: 1 Subject: 730\n",
+      "Iter: 1 Subject: 731\n",
+      "--------------------------------------------------\n",
+      "Subject: 732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 731\n",
+      "Iter: 3 Subject: 729\n",
+      "Iter: 2 Subject: 730\n",
+      "Iter: 3 Subject: 731\n",
+      "Iter: 4 Subject: 729\n",
+      "Iter: 1 Subject: 732\n",
+      "Iter: 3 Subject: 730\n",
+      "--------------------------------------------------\n",
+      "Subject: 733 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 731\n",
+      "Iter: 4 Subject: 730\n",
+      "Iter: 2 Subject: 732\n",
+      "Iter: 5 Subject: 731\n",
+      "--------------------------------------------------\n",
+      "Subject: 734 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 733Iter: 3 Subject: 732\n",
+      "\n",
+      "Iter: 4 Subject: 732\n",
+      "Iter: 2 Subject: 733\n",
+      "Iter: 1 Subject: 735\n",
+      "Iter: 5 Subject: 732\n",
+      "Iter: 1 Subject: 734\n",
+      "Iter: 3 Subject: 733\n",
+      "Iter: 2 Subject: 735Iter: 6 Subject: 732\n",
+      "\n",
+      "Iter: 2 Subject: 734\n",
+      "Iter: 4 Subject: 733\n",
+      "--------------------------------------------------\n",
+      "Subject: 736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 735\n",
+      "--------------------------------------------------\n",
+      "Subject: 737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 734\n",
+      "Iter: 4 Subject: 734\n",
+      "Iter: 1 Subject: 736\n",
+      "--------------------------------------------------\n",
+      "Subject: 739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 737\n",
+      "Iter: 1 Subject: 738\n",
+      "Iter: 2 Subject: 736\n",
+      "Iter: 2 Subject: 737\n",
+      "Iter: 2 Subject: 738\n",
+      "Iter: 3 Subject: 736\n",
+      "Iter: 3 Subject: 738\n",
+      "Iter: 1 Subject: 739\n",
+      "Iter: 3 Subject: 737\n",
+      "--------------------------------------------------\n",
+      "Subject: 740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 736\n",
+      "Iter: 4 Subject: 737\n",
+      "Iter: 2 Subject: 739\n",
+      "--------------------------------------------------\n",
+      "Subject: 741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 736\n",
+      "Iter: 3 Subject: 739\n",
+      "--------------------------------------------------\n",
+      "Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 739\n",
+      "Iter: 1 Subject: 740\n",
+      "--------------------------------------------------\n",
+      "Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 741\n",
+      "Iter: 1 Subject: 742\n",
+      "Iter: 2 Subject: 740\n",
+      "Iter: 2 Subject: 742\n",
+      "Iter: 3 Subject: 740\n",
+      "Iter: 1 Subject: 743\n",
+      "Iter: 2 Subject: 741\n",
+      "Iter: 3 Subject: 742\n",
+      "Iter: 4 Subject: 740\n",
+      "Iter: 4 Subject: 742\n",
+      "Iter: 3 Subject: 741\n",
+      "--------------------------------------------------\n",
+      "Subject: 744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 743\n",
+      "Iter: 4 Subject: 741\n",
+      "--------------------------------------------------\n",
+      "Subject: 746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 743\n",
+      "Iter: 1 Subject: 744\n",
+      "Iter: 4 Subject: 743\n",
+      "--------------------------------------------------\n",
+      "Subject: 747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 745\n",
+      "Iter: 2 Subject: 744\n",
+      "Iter: 3 Subject: 744\n",
+      "Iter: 2 Subject: 745\n",
+      "Iter: 1 Subject: 746\n",
+      "Iter: 4 Subject: 744\n",
+      "Iter: 3 Subject: 745\n",
+      "Iter: 1 Subject: 747\n",
+      "--------------------------------------------------\n",
+      "Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 746\n",
+      "Iter: 3 Subject: 746\n",
+      "Iter: 2 Subject: 747\n",
+      "Iter: 3 Subject: 747\n",
+      "Iter: 4 Subject: 746\n",
+      "Iter: 1 Subject: 748\n",
+      "Iter: 1 Subject: 749\n",
+      "--------------------------------------------------\n",
+      "Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 747\n",
+      "Iter: 5 Subject: 747\n",
+      "Iter: 2 Subject: 748\n",
+      "Iter: 2 Subject: 749\n",
+      "--------------------------------------------------\n",
+      "Subject: 751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 750\n",
+      "Iter: 3 Subject: 748\n",
+      "Iter: 3 Subject: 749\n",
+      "Iter: 2 Subject: 750\n",
+      "Iter: 4 Subject: 748\n",
+      "Iter: 4 Subject: 749\n",
+      "Iter: 1 Subject: 751\n",
+      "Iter: 3 Subject: 750\n",
+      "Iter: 5 Subject: 748\n",
+      "--------------------------------------------------\n",
+      "Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 750\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 751\n",
+      "--------------------------------------------------\n",
+      "Subject: 754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 751\n",
+      "Iter: 1 Subject: 752\n",
+      "Iter: 4 Subject: 751\n",
+      "--------------------------------------------------\n",
+      "Subject: 755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753\n",
+      "Iter: 1 Subject: 754\n",
+      "Iter: 2 Subject: 752\n",
+      "Iter: 2 Subject: 753\n",
+      "Iter: 2 Subject: 754\n",
+      "Iter: 3 Subject: 752\n",
+      "Iter: 1 Subject: 755\n",
+      "Iter: 3 Subject: 753\n",
+      "--------------------------------------------------\n",
+      "Subject: 756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 754\n",
+      "Iter: 4 Subject: 753\n",
+      "Iter: 2 Subject: 755\n",
+      "--------------------------------------------------\n",
+      "Subject: 757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 754\n",
+      "Iter: 3 Subject: 755\n",
+      "Iter: 1 Subject: 756\n",
+      "--------------------------------------------------\n",
+      "Subject: 758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 755\n",
+      "Iter: 1 Subject: 757\n",
+      "Iter: 2 Subject: 756\n",
+      "--------------------------------------------------\n",
+      "Subject: 759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 757\n",
+      "Iter: 3 Subject: 756\n",
+      "Iter: 4 Subject: 756\n",
+      "Iter: 3 Subject: 757\n",
+      "--------------------------------------------------\n",
+      "Subject: 760 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 758\n",
+      "Iter: 1 Subject: 759\n",
+      "Iter: 4 Subject: 757\n",
+      "Iter: 2 Subject: 758\n",
+      "--------------------------------------------------\n",
+      "Subject: 761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 760\n",
+      "Iter: 2 Subject: 759\n",
+      "Iter: 3 Subject: 758\n",
+      "--------------------------------------------------\n",
+      "Subject: 762 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 759\n",
+      "Iter: 2 Subject: 760\n",
+      "Iter: 1 Subject: 761\n",
+      "Iter: 4 Subject: 759\n",
+      "--------------------------------------------------\n",
+      "Subject: 763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 760\n",
+      "Iter: 2 Subject: 761\n",
+      "Iter: 1 Subject: 762\n",
+      "Iter: 4 Subject: 760\n",
+      "Iter: 3 Subject: 761\n",
+      "--------------------------------------------------Iter: 1 Subject: 763\n",
+      "Subject: 764 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 761\n",
+      "Iter: 2 Subject: 762\n",
+      "--------------------------------------------------\n",
+      "Subject: 765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 763\n",
+      "Iter: 3 Subject: 762\n",
+      "Iter: 3 Subject: 763\n",
+      "Iter: 1 Subject: 764\n",
+      "Iter: 4 Subject: 762\n",
+      "Iter: 4 Subject: 763\n",
+      "Iter: 2 Subject: 764\n",
+      "Iter: 1 Subject: 765\n",
+      "--------------------------------------------------\n",
+      "Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 762\n",
+      "--------------------------------------------------\n",
+      "Subject: 767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 764\n",
+      "Iter: 2 Subject: 765\n",
+      "--------------------------------------------------\n",
+      "Subject: 768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 766\n",
+      "Iter: 3 Subject: 765\n",
+      "Iter: 4 Subject: 765\n",
+      "Iter: 1 Subject: 767\n",
+      "Iter: 1 Subject: 768\n",
+      "Iter: 2 Subject: 766\n",
+      "Iter: 5 Subject: 765\n",
+      "--------------------------------------------------\n",
+      "Subject: 769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 766\n",
+      "Iter: 2 Subject: 768\n",
+      "Iter: 2 Subject: 767\n",
+      "Iter: 4 Subject: 766\n",
+      "Iter: 3 Subject: 768\n",
+      "Iter: 3 Subject: 767\n",
+      "Iter: 1 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 768\n",
+      "Iter: 4 Subject: 767\n",
+      "--------------------------------------------------\n",
+      "Subject: 771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 772 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 770\n",
+      "Iter: 3 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 771\n",
+      "Iter: 2 Subject: 770\n",
+      "Iter: 1 Subject: 772\n",
+      "Iter: 1 Subject: 773\n",
+      "Iter: 3 Subject: 770\n",
+      "Iter: 2 Subject: 771\n",
+      "Iter: 2 Subject: 772\n",
+      "--------------------------------------------------\n",
+      "Subject: 774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 771\n",
+      "Iter: 2 Subject: 773\n",
+      "Iter: 4 Subject: 771\n",
+      "Iter: 3 Subject: 772\n",
+      "Iter: 3 Subject: 773\n",
+      "--------------------------------------------------\n",
+      "Subject: 775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 774\n",
+      "Iter: 4 Subject: 773\n",
+      "Iter: 1 Subject: 775\n",
+      "Iter: 5 Subject: 773\n",
+      "Iter: 2 Subject: 774\n",
+      "Iter: 1 Subject: 776\n",
+      "Iter: 6 Subject: 773\n",
+      "Iter: 2 Subject: 775\n",
+      "Iter: 3 Subject: 774--------------------------------------------------\n",
+      "Subject: 777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 776\n",
+      "Iter: 3 Subject: 775\n",
+      "Iter: 4 Subject: 775\n",
+      "Iter: 4 Subject: 774\n",
+      "Iter: 3 Subject: 776\n",
+      "Iter: 5 Subject: 775\n",
+      "Iter: 1 Subject: 777\n",
+      "Iter: 5 Subject: 774\n",
+      "Iter: 4 Subject: 776\n",
+      "--------------------------------------------------\n",
+      "Subject: 778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 777\n",
+      "Iter: 3 Subject: 777\n",
+      "Iter: 1 Subject: 779\n",
+      "Iter: 1 Subject: 778\n",
+      "Iter: 1 Subject: 780\n",
+      "Iter: 4 Subject: 777\n",
+      "Iter: 2 Subject: 779\n",
+      "--------------------------------------------------\n",
+      "Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 780\n",
+      "Iter: 2 Subject: 778\n",
+      "Iter: 3 Subject: 779\n",
+      "Iter: 3 Subject: 780\n",
+      "Iter: 3 Subject: 778\n",
+      "Iter: 4 Subject: 779\n",
+      "Iter: 4 Subject: 780\n",
+      "--------------------------------------------------\n",
+      "Subject: 782 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 781\n",
+      "--------------------------------------------------\n",
+      "Subject: 783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 781\n",
+      "Iter: 1 Subject: 782\n",
+      "Iter: 1 Subject: 784\n",
+      "Iter: 3 Subject: 781\n",
+      "Iter: 4 Subject: 781\n",
+      "Iter: 1 Subject: 783\n",
+      "Iter: 2 Subject: 782\n",
+      "Iter: 2 Subject: 784\n",
+      "--------------------------------------------------\n",
+      "Subject: 785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 782\n",
+      "Iter: 3 Subject: 784\n",
+      "Iter: 2 Subject: 783\n",
+      "--------------------------------------------------\n",
+      "Subject: 786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 784\n",
+      "Iter: 3 Subject: 783\n",
+      "Iter: 1 Subject: 785\n",
+      "--------------------------------------------------\n",
+      "Subject: 787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 783\n",
+      "Iter: 1 Subject: 786\n",
+      "--------------------------------------------------\n",
+      "Subject: 788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 785\n",
+      "Iter: 3 Subject: 785\n",
+      "Iter: 2 Subject: 786\n",
+      "Iter: 1 Subject: 788\n",
+      "Iter: 4 Subject: 785\n",
+      "Iter: 1 Subject: 787\n",
+      "--------------------------------------------------\n",
+      "Subject: 789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 786\n",
+      "Iter: 2 Subject: 788\n",
+      "Iter: 2 Subject: 787\n",
+      "Iter: 4 Subject: 786\n",
+      "Iter: 3 Subject: 788\n",
+      "--------------------------------------------------\n",
+      "Subject: 790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 787\n",
+      "Iter: 1 Subject: 789--------------------------------------------------\n",
+      "\n",
+      "Subject: 791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 787\n",
+      "--------------------------------------------------\n",
+      "Subject: 792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 789\n",
+      "Iter: 1 Subject: 791\n",
+      "Iter: 3 Subject: 789Iter: 2 Subject: 791\n",
+      "\n",
+      "Iter: 1 Subject: 790\n",
+      "--------------------------------------------------\n",
+      "Subject: 793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 792\n",
+      "Iter: 3 Subject: 791\n",
+      "Iter: 2 Subject: 790\n",
+      "Iter: 4 Subject: 791\n",
+      "Iter: 2 Subject: 792\n",
+      "--------------------------------------------------\n",
+      "Subject: 794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 793\n",
+      "Iter: 3 Subject: 790\n",
+      "Iter: 3 Subject: 792\n",
+      "Iter: 4 Subject: 792\n",
+      "Iter: 4 Subject: 790\n",
+      "Iter: 2 Subject: 793\n",
+      "Iter: 1 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 790\n",
+      "Iter: 3 Subject: 793\n",
+      "Iter: 2 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 793\n",
+      "Iter: 3 Subject: 794\n",
+      "Iter: 1 Subject: 795\n",
+      "--------------------------------------------------\n",
+      "Subject: 797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 796\n",
+      "Iter: 2 Subject: 795\n",
+      "Iter: 3 Subject: 795\n",
+      "Iter: 2 Subject: 796\n",
+      "Iter: 1 Subject: 797\n",
+      "Iter: 1 Subject: 798\n",
+      "Iter: 2 Subject: 797\n",
+      "Iter: 4 Subject: 795\n",
+      "Iter: 3 Subject: 796\n",
+      "Iter: 2 Subject: 798\n",
+      "Iter: 3 Subject: 797\n",
+      "--------------------------------------------------\n",
+      "Subject: 799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 796Iter: 3 Subject: 798\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 800\n",
+      "Iter: 1 Subject: 802\n",
+      "Iter: 1 Subject: 801\n",
+      "Iter: 1 Subject: 799\n",
+      "Iter: 2 Subject: 800\n",
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+      "Iter: 3 Subject: 800\n",
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+      "Iter: 2 Subject: 799\n",
+      "Iter: 3 Subject: 801\n",
+      "Iter: 4 Subject: 800\n",
+      "--------------------------------------------------\n",
+      "Subject: 803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 799\n",
+      "Iter: 4 Subject: 799\n",
+      "Iter: 1 Subject: 803\n",
+      "Iter: 5 Subject: 799\n",
+      "--------------------------------------------------\n",
+      "Subject: 806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 805\n",
+      "Iter: 2 Subject: 803\n",
+      "Iter: 1 Subject: 804\n",
+      "Iter: 3 Subject: 803\n",
+      "Iter: 2 Subject: 804\n",
+      "Iter: 2 Subject: 805\n",
+      "--------------------------------------------------\n",
+      "Subject: 807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 806\n",
+      "Iter: 3 Subject: 805\n",
+      "Iter: 3 Subject: 804\n",
+      "Iter: 4 Subject: 805\n",
+      "Iter: 2 Subject: 806\n",
+      "Iter: 4 Subject: 804\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Subject: 808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 807\n",
+      "Iter: 3 Subject: 806\n",
+      "Iter: 4 Subject: 806\n",
+      "Iter: 1 Subject: 808\n",
+      "--------------------------------------------------\n",
+      "Subject: 810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 807\n",
+      "Iter: 1 Subject: 809\n",
+      "Iter: 2 Subject: 808\n",
+      "Iter: 3 Subject: 807\n",
+      "Iter: 1 Subject: 810\n",
+      "Iter: 2 Subject: 809\n",
+      "Iter: 3 Subject: 808\n",
+      "Iter: 4 Subject: 807\n",
+      "Iter: 4 Subject: 808\n",
+      "Iter: 3 Subject: 809\n",
+      "--------------------------------------------------\n",
+      "Subject: 811 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 810\n",
+      "--------------------------------------------------\n",
+      "Subject: 812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 810\n",
+      "Iter: 4 Subject: 810\n",
+      "Iter: 1 Subject: 811\n",
+      "--------------------------------------------------\n",
+      "Subject: 814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 813\n",
+      "Iter: 1 Subject: 812\n",
+      "Iter: 2 Subject: 811\n",
+      "Iter: 2 Subject: 813\n",
+      "Iter: 1 Subject: 814\n",
+      "Iter: 2 Subject: 812\n",
+      "Iter: 3 Subject: 811\n",
+      "Iter: 3 Subject: 813\n",
+      "Iter: 4 Subject: 811\n",
+      "Iter: 2 Subject: 814\n",
+      "Iter: 3 Subject: 812\n",
+      "--------------------------------------------------\n",
+      "Subject: 815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 813\n",
+      "Iter: 3 Subject: 814\n",
+      "Iter: 5 Subject: 813\n",
+      "Iter: 4 Subject: 812\n",
+      "Iter: 4 Subject: 814\n",
+      "Iter: 6 Subject: 813\n",
+      "Iter: 1 Subject: 815\n",
+      "Iter: 5 Subject: 812\n",
+      "Iter: 5 Subject: 814\n",
+      "--------------------------------------------------\n",
+      "Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 6 Subject: 814\n",
+      "Iter: 2 Subject: 815\n",
+      "--------------------------------------------------\n",
+      "Subject: 818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 815\n",
+      "Iter: 1 Subject: 816\n",
+      "Iter: 4 Subject: 815\n",
+      "Iter: 1 Subject: 817\n",
+      "Iter: 1 Subject: 818\n",
+      "--------------------------------------------------\n",
+      "Subject: 819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 816\n",
+      "Iter: 2 Subject: 817\n",
+      "Iter: 2 Subject: 818\n",
+      "Iter: 1 Subject: 819\n",
+      "Iter: 3 Subject: 818\n",
+      "Iter: 3 Subject: 817Iter: 3 Subject: 816\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 816\n",
+      "Iter: 4 Subject: 818\n",
+      "Iter: 2 Subject: 819\n",
+      "--------------------------------------------------\n",
+      "Subject: 821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 819\n",
+      "Iter: 1 Subject: 821\n",
+      "Iter: 4 Subject: 819\n",
+      "Iter: 1 Subject: 822\n",
+      "Iter: 1 Subject: 820\n",
+      "--------------------------------------------------\n",
+      "Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 821\n",
+      "Iter: 2 Subject: 820\n",
+      "Iter: 2 Subject: 822\n",
+      "Iter: 3 Subject: 821\n",
+      "Iter: 3 Subject: 820\n",
+      "Iter: 3 Subject: 822\n",
+      "Iter: 1 Subject: 823\n",
+      "Iter: 4 Subject: 821\n",
+      "--------------------------------------------------\n",
+      "Subject: 824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 821\n",
+      "Iter: 4 Subject: 822\n",
+      "--------------------------------------------------\n",
+      "Subject: 825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 823\n",
+      "--------------------------------------------------\n",
+      "Subject: 826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 824\n",
+      "Iter: 3 Subject: 823\n",
+      "Iter: 2 Subject: 824\n",
+      "--------------------------------------------------\n",
+      "Subject: 827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 825\n",
+      "Iter: 3 Subject: 824\n",
+      "Iter: 1 Subject: 826\n",
+      "Iter: 2 Subject: 825\n",
+      "Iter: 4 Subject: 824\n",
+      "Iter: 2 Subject: 826\n",
+      "--------------------------------------------------\n",
+      "Subject: 828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 825\n",
+      "Iter: 1 Subject: 827\n",
+      "Iter: 3 Subject: 826\n",
+      "Iter: 4 Subject: 825\n",
+      "Iter: 1 Subject: 828\n",
+      "Iter: 2 Subject: 827\n",
+      "Iter: 5 Subject: 825\n",
+      "Iter: 4 Subject: 826\n",
+      "Iter: 3 Subject: 827\n",
+      "--------------------------------------------------\n",
+      "Subject: 829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 828\n",
+      "Iter: 4 Subject: 827\n",
+      "Iter: 3 Subject: 828\n",
+      "--------------------------------------------------\n",
+      "Subject: 831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 828\n",
+      "Iter: 1 Subject: 829\n",
+      "Iter: 1 Subject: 830\n",
+      "--------------------------------------------------\n",
+      "Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 829\n",
+      "Iter: 2 Subject: 830\n",
+      "Iter: 3 Subject: 829\n",
+      "Iter: 3 Subject: 830\n",
+      "Iter: 1 Subject: 831\n",
+      "--------------------------------------------------\n",
+      "Subject: 833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 832\n",
+      "Iter: 4 Subject: 830\n",
+      "--------------------------------------------------\n",
+      "Subject: 834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 831\n",
+      "Iter: 2 Subject: 832\n",
+      "Iter: 3 Subject: 832\n",
+      "Iter: 3 Subject: 831\n",
+      "Iter: 1 Subject: 833\n",
+      "--------------------------------------------------\n",
+      "Subject: 835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 834\n",
+      "Iter: 4 Subject: 832\n",
+      "--------------------------------------------------\n",
+      "Subject: 836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 834\n",
+      "Iter: 2 Subject: 833\n",
+      "Iter: 3 Subject: 834\n",
+      "Iter: 3 Subject: 833\n",
+      "Iter: 1 Subject: 835\n",
+      "--------------------------------------------------\n",
+      "Subject: 837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 836\n",
+      "Iter: 2 Subject: 835\n",
+      "Iter: 2 Subject: 836\n",
+      "Iter: 1 Subject: 837\n",
+      "Iter: 3 Subject: 835\n",
+      "Iter: 1 Subject: 838\n",
+      "Iter: 3 Subject: 836\n",
+      "Iter: 4 Subject: 835\n",
+      "Iter: 2 Subject: 837\n",
+      "Iter: 4 Subject: 836\n",
+      "Iter: 2 Subject: 838\n",
+      "--------------------------------------------------\n",
+      "Subject: 839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 837\n",
+      "--------------------------------------------------\n",
+      "Subject: 840 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 838\n",
+      "Iter: 4 Subject: 837\n",
+      "Iter: 4 Subject: 838\n",
+      "Iter: 5 Subject: 838\n",
+      "Iter: 1 Subject: 839\n",
+      "Iter: 5 Subject: 837\n",
+      "Iter: 1 Subject: 840\n",
+      "--------------------------------------------------\n",
+      "Subject: 841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 839\n",
+      "Iter: 2 Subject: 840\n",
+      "Iter: 3 Subject: 839\n",
+      "Iter: 3 Subject: 840\n",
+      "Iter: 1 Subject: 842\n",
+      "--------------------------------------------------\n",
+      "Subject: 843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 840\n",
+      "Iter: 1 Subject: 841\n",
+      "Iter: 5 Subject: 840Iter: 2 Subject: 842\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 843\n",
+      "Iter: 3 Subject: 842\n",
+      "Iter: 2 Subject: 841\n",
+      "Iter: 2 Subject: 843\n",
+      "Iter: 4 Subject: 842\n",
+      "Iter: 1 Subject: 844\n",
+      "Iter: 5 Subject: 842\n",
+      "Iter: 3 Subject: 843\n",
+      "Iter: 3 Subject: 841\n",
+      "Iter: 6 Subject: 842\n",
+      "Iter: 4 Subject: 843\n",
+      "Iter: 2 Subject: 844\n",
+      "Iter: 4 Subject: 841\n",
+      "--------------------------------------------------\n",
+      "Subject: 845 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 843\n",
+      "Iter: 3 Subject: 844--------------------------------------------------\n",
+      "Subject: 846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 844\n",
+      "Iter: 1 Subject: 845\n",
+      "--------------------------------------------------\n",
+      "Subject: 848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 847\n",
+      "Iter: 2 Subject: 845\n",
+      "Iter: 1 Subject: 846\n",
+      "Iter: 2 Subject: 847\n",
+      "Iter: 3 Subject: 845\n",
+      "Iter: 1 Subject: 848\n",
+      "Iter: 3 Subject: 847\n",
+      "Iter: 2 Subject: 846\n",
+      "Iter: 4 Subject: 845\n",
+      "Iter: 4 Subject: 847\n",
+      "--------------------------------------------------\n",
+      "Subject: 849 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 848\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 847\n",
+      "Iter: 3 Subject: 846\n",
+      "--------------------------------------------------\n",
+      "Subject: 850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 848\n",
+      "Iter: 4 Subject: 846\n",
+      "Iter: 1 Subject: 849\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 848\n",
+      "--------------------------------------------------\n",
+      "Subject: 851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 850\n",
+      "Iter: 5 Subject: 848\n",
+      "Iter: 2 Subject: 849\n",
+      "--------------------------------------------------\n",
+      "Subject: 852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 850\n",
+      "Iter: 3 Subject: 849\n",
+      "Iter: 1 Subject: 851\n",
+      "Iter: 3 Subject: 850\n",
+      "Iter: 4 Subject: 849\n",
+      "Iter: 4 Subject: 850\n",
+      "Iter: 2 Subject: 851\n",
+      "--------------------------------------------------\n",
+      "Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 852\n",
+      "Iter: 3 Subject: 851\n",
+      "Iter: 2 Subject: 852\n",
+      "Iter: 4 Subject: 851\n",
+      "Iter: 1 Subject: 853\n",
+      "--------------------------------------------------\n",
+      "Subject: 855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 852\n",
+      "Iter: 1 Subject: 854\n",
+      "Iter: 2 Subject: 853\n",
+      "Iter: 4 Subject: 852\n",
+      "Iter: 1 Subject: 855\n",
+      "Iter: 3 Subject: 853\n",
+      "Iter: 5 Subject: 852\n",
+      "Iter: 2 Subject: 854\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 853Subject: 856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 855\n",
+      "Iter: 3 Subject: 854\n",
+      "--------------------------------------------------\n",
+      "Subject: 857 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 855\n",
+      "Iter: 4 Subject: 855\n",
+      "Iter: 4 Subject: 854\n",
+      "Iter: 1 Subject: 856\n",
+      "--------------------------------------------------\n",
+      "Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 857\n",
+      "Iter: 2 Subject: 856\n",
+      "Iter: 1 Subject: 859\n",
+      "Iter: 2 Subject: 857\n",
+      "Iter: 3 Subject: 856\n",
+      "Iter: 1 Subject: 858\n",
+      "Iter: 4 Subject: 856\n",
+      "Iter: 2 Subject: 859\n",
+      "Iter: 3 Subject: 857\n",
+      "Iter: 2 Subject: 858\n",
+      "Iter: 5 Subject: 856\n",
+      "Iter: 3 Subject: 859\n",
+      "Iter: 4 Subject: 857\n",
+      "--------------------------------------------------\n",
+      "Subject: 860 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 859\n",
+      "Iter: 3 Subject: 858\n",
+      "--------------------------------------------------\n",
+      "Subject: 861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 857\n",
+      "Iter: 4 Subject: 858\n",
+      "--------------------------------------------------\n",
+      "Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 860\n",
+      "Iter: 2 Subject: 860\n",
+      "Iter: 1 Subject: 861\n",
+      "Iter: 1 Subject: 863\n",
+      "Iter: 3 Subject: 860\n",
+      "Iter: 1 Subject: 862\n",
+      "Iter: 4 Subject: 860\n",
+      "Iter: 2 Subject: 861\n",
+      "Iter: 2 Subject: 863\n",
+      "--------------------------------------------------\n",
+      "Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 861\n",
+      "Iter: 2 Subject: 862\n",
+      "Iter: 3 Subject: 863\n",
+      "Iter: 4 Subject: 861\n",
+      "Iter: 3 Subject: 862\n",
+      "--------------------------------------------------\n",
+      "Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 864\n",
+      "Iter: 4 Subject: 862\n",
+      "--------------------------------------------------\n",
+      "Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 864\n",
+      "Iter: 1 Subject: 865\n",
+      "Iter: 1 Subject: 866\n",
+      "Iter: 3 Subject: 864\n",
+      "Iter: 2 Subject: 865\n",
+      "Iter: 4 Subject: 864\n",
+      "Iter: 5 Subject: 864\n",
+      "Iter: 2 Subject: 866\n",
+      "Iter: 1 Subject: 867\n",
+      "Iter: 3 Subject: 865\n",
+      "--------------------------------------------------\n",
+      "Subject: 868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 865\n",
+      "Iter: 2 Subject: 867\n",
+      "Iter: 3 Subject: 866\n",
+      "Iter: 5 Subject: 865\n",
+      "Iter: 1 Subject: 868\n",
+      "--------------------------------------------------\n",
+      "Subject: 869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 866\n",
+      "Iter: 3 Subject: 867\n",
+      "Iter: 5 Subject: 866\n",
+      "Iter: 4 Subject: 867\n",
+      "Iter: 2 Subject: 868\n",
+      "Iter: 1 Subject: 869\n",
+      "--------------------------------------------------\n",
+      "Subject: 870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 868Iter: 2 Subject: 869\n",
+      "\n",
+      "Iter: 3 Subject: 869\n",
+      "Iter: 1 Subject: 871\n",
+      "Iter: 4 Subject: 868\n",
+      "Iter: 1 Subject: 870\n",
+      "Iter: 4 Subject: 869\n",
+      "Iter: 2 Subject: 871\n",
+      "Iter: 5 Subject: 868\n",
+      "--------------------------------------------------\n",
+      "Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 870\n",
+      "Iter: 3 Subject: 871\n",
+      "--------------------------------------------------\n",
+      "Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 871\n",
+      "Iter: 3 Subject: 870\n",
+      "--------------------------------------------------\n",
+      "Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 872\n",
+      "Iter: 4 Subject: 870\n",
+      "Iter: 1 Subject: 873\n",
+      "--------------------------------------------------\n",
+      "Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 872\n",
+      "Iter: 1 Subject: 874\n",
+      "Iter: 3 Subject: 872\n",
+      "Iter: 2 Subject: 873\n",
+      "Iter: 2 Subject: 874\n",
+      "Iter: 4 Subject: 872\n",
+      "Iter: 3 Subject: 873\n",
+      "Iter: 1 Subject: 875\n",
+      "--------------------------------------------------\n",
+      "Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 874\n",
+      "Iter: 4 Subject: 873\n",
+      "Iter: 4 Subject: 874\n",
+      "--------------------------------------------------\n",
+      "Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 875\n",
+      "Iter: 5 Subject: 874\n",
+      "Iter: 1 Subject: 876\n",
+      "Iter: 3 Subject: 875\n",
+      "--------------------------------------------------\n",
+      "Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 875\n",
+      "Iter: 5 Subject: 875\n",
+      "Iter: 1 Subject: 877\n",
+      "Iter: 2 Subject: 876\n",
+      "--------------------------------------------------\n",
+      "Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 878\n",
+      "Iter: 3 Subject: 876\n",
+      "Iter: 2 Subject: 877\n",
+      "Iter: 2 Subject: 878\n",
+      "Iter: 4 Subject: 876\n",
+      "Iter: 3 Subject: 878Iter: 3 Subject: 877\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 877\n",
+      "Iter: 1 Subject: 879Iter: 5 Subject: 876\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 880\n",
+      "Iter: 2 Subject: 879\n",
+      "--------------------------------------------------\n",
+      "Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 880\n",
+      "Iter: 1 Subject: 881\n",
+      "Iter: 3 Subject: 880\n",
+      "Iter: 2 Subject: 881\n",
+      "Iter: 1 Subject: 882\n",
+      "--------------------------------------------------\n",
+      "Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 883\n",
+      "Iter: 3 Subject: 881\n",
+      "Iter: 2 Subject: 883\n",
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+      "Iter: 4 Subject: 881\n",
+      "Iter: 1 Subject: 884\n",
+      "Iter: 3 Subject: 883\n",
+      "--------------------------------------------------\n",
+      "Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 882\n",
+      "Iter: 2 Subject: 884\n",
+      "Iter: 1 Subject: 885\n",
+      "Iter: 4 Subject: 882\n",
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+      "Iter: 1 Subject: 886\n",
+      "--------------------------------------------------\n",
+      "Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 885\n",
+      "Iter: 4 Subject: 884\n",
+      "Iter: 2 Subject: 886\n",
+      "--------------------------------------------------\n",
+      "Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 885\n",
+      "--------------------------------------------------\n",
+      "Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 887\n",
+      "Iter: 3 Subject: 886\n",
+      "Iter: 2 Subject: 887\n",
+      "Iter: 4 Subject: 886\n",
+      "Iter: 1 Subject: 888\n",
+      "--------------------------------------------------\n",
+      "Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 887\n",
+      "--------------------------------------------------\n",
+      "Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 889\n",
+      "Iter: 2 Subject: 888\n",
+      "Iter: 1 Subject: 890\n",
+      "Iter: 2 Subject: 889\n",
+      "Iter: 3 Subject: 888\n",
+      "Iter: 2 Subject: 890\n",
+      "Iter: 1 Subject: 891\n",
+      "Iter: 4 Subject: 888\n",
+      "Iter: 3 Subject: 889\n",
+      "Iter: 2 Subject: 891\n",
+      "Iter: 3 Subject: 890\n",
+      "--------------------------------------------------\n",
+      "Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 889\n",
+      "--------------------------------------------------\n",
+      "Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 891\n",
+      "Iter: 5 Subject: 889\n",
+      "--------------------------------------------------\n",
+      "Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 894\n",
+      "Iter: 1 Subject: 892\n",
+      "Iter: 1 Subject: 893\n",
+      "Iter: 1 Subject: 895\n",
+      "Iter: 2 Subject: 894\n",
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+      "Iter: 3 Subject: 894\n",
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+      "Iter: 3 Subject: 892\n",
+      "Iter: 3 Subject: 895\n",
+      "Iter: 3 Subject: 893\n",
+      "Iter: 4 Subject: 894\n",
+      "Iter: 4 Subject: 895Iter: 4 Subject: 892\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 896\n",
+      "Iter: 1 Subject: 899\n",
+      "Iter: 1 Subject: 897\n",
+      "Iter: 1 Subject: 898\n",
+      "Iter: 2 Subject: 896\n",
+      "Iter: 2 Subject: 897\n",
+      "Iter: 3 Subject: 896\n",
+      "Iter: 2 Subject: 899\n",
+      "Iter: 3 Subject: 897\n",
+      "Iter: 2 Subject: 898\n",
+      "--------------------------------------------------\n",
+      "Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 899\n",
+      "--------------------------------------------------\n",
+      "Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 899\n",
+      "Iter: 3 Subject: 898\n",
+      "Iter: 1 Subject: 900\n",
+      "--------------------------------------------------\n",
+      "Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 898\n",
+      "Iter: 2 Subject: 900\n",
+      "Iter: 1 Subject: 901\n",
+      "Iter: 5 Subject: 898\n",
+      "Iter: 1 Subject: 902\n",
+      "--------------------------------------------------\n",
+      "Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 900\n",
+      "Iter: 2 Subject: 901\n",
+      "--------------------------------------------------\n",
+      "Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 902\n",
+      "Iter: 3 Subject: 901\n",
+      "Iter: 4 Subject: 901\n",
+      "Iter: 3 Subject: 902\n",
+      "Iter: 1 Subject: 903\n",
+      "--------------------------------------------------\n",
+      "Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 904\n",
+      "Iter: 2 Subject: 904\n",
+      "Iter: 2 Subject: 903\n",
+      "Iter: 1 Subject: 906\n",
+      "Iter: 3 Subject: 904\n",
+      "Iter: 3 Subject: 903Iter: 1 Subject: 905\n",
+      "\n",
+      "Iter: 4 Subject: 904\n",
+      "Iter: 2 Subject: 906\n",
+      "Iter: 4 Subject: 903\n",
+      "--------------------------------------------------\n",
+      "Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905\n",
+      "--------------------------------------------------\n",
+      "Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906\n",
+      "Iter: 3 Subject: 905\n",
+      "Iter: 4 Subject: 906\n",
+      "--------------------------------------------------\n",
+      "Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907\n",
+      "Iter: 4 Subject: 905\n",
+      "Iter: 1 Subject: 908\n",
+      "--------------------------------------------------\n",
+      "Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907\n",
+      "Iter: 3 Subject: 907\n",
+      "Iter: 2 Subject: 908\n",
+      "Iter: 1 Subject: 909\n",
+      "Iter: 1 Subject: 910\n",
+      "Iter: 4 Subject: 907\n",
+      "Iter: 3 Subject: 908\n",
+      "Iter: 2 Subject: 909\n",
+      "Iter: 5 Subject: 907\n",
+      "Iter: 2 Subject: 910\n",
+      "--------------------------------------------------\n",
+      "Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909\n",
+      "Iter: 3 Subject: 910\n",
+      "--------------------------------------------------\n",
+      "Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 912\n",
+      "Iter: 1 Subject: 911\n",
+      "Iter: 2 Subject: 912\n",
+      "Iter: 1 Subject: 914\n",
+      "Iter: 1 Subject: 913\n",
+      "Iter: 3 Subject: 912\n",
+      "Iter: 2 Subject: 911Iter: 2 Subject: 914\n",
+      "\n",
+      "Iter: 4 Subject: 912\n",
+      "Iter: 2 Subject: 913\n",
+      "--------------------------------------------------\n",
+      "Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 911\n",
+      "Iter: 3 Subject: 914\n",
+      "Iter: 3 Subject: 913\n",
+      "Iter: 4 Subject: 914\n",
+      "Iter: 4 Subject: 911\n",
+      "--------------------------------------------------\n",
+      "Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 915\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 913\n",
+      "--------------------------------------------------\n",
+      "Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 913\n",
+      "Iter: 2 Subject: 915\n",
+      "--------------------------------------------------\n",
+      "Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 916\n",
+      "Iter: 3 Subject: 915\n",
+      "Iter: 1 Subject: 917\n",
+      "Iter: 2 Subject: 916\n",
+      "--------------------------------------------------\n",
+      "Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 917\n",
+      "Iter: 3 Subject: 916\n",
+      "Iter: 1 Subject: 918\n",
+      "Iter: 1 Subject: 919\n",
+      "Iter: 4 Subject: 916\n",
+      "Iter: 3 Subject: 917\n",
+      "Iter: 2 Subject: 918\n",
+      "Iter: 5 Subject: 916\n",
+      "Iter: 2 Subject: 919\n",
+      "Iter: 3 Subject: 918\n",
+      "Iter: 4 Subject: 917\n",
+      "--------------------------------------------------\n",
+      "Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 919\n",
+      "--------------------------------------------------\n",
+      "Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 919\n",
+      "Iter: 1 Subject: 920\n",
+      "--------------------------------------------------\n",
+      "Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 921\n",
+      "Iter: 1 Subject: 922\n",
+      "Iter: 2 Subject: 920\n",
+      "Iter: 2 Subject: 921\n",
+      "Iter: 1 Subject: 923\n",
+      "Iter: 3 Subject: 920\n",
+      "Iter: 3 Subject: 921\n",
+      "Iter: 2 Subject: 922\n",
+      "Iter: 4 Subject: 920--------------------------------------------------\n",
+      "Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 923\n",
+      "--------------------------------------------------\n",
+      "Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 922\n",
+      "Iter: 3 Subject: 923\n",
+      "Iter: 4 Subject: 923\n",
+      "Iter: 4 Subject: 922\n",
+      "Iter: 1 Subject: 924\n",
+      "Iter: 1 Subject: 925\n",
+      "--------------------------------------------------\n",
+      "Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924\n",
+      "Iter: 2 Subject: 925\n",
+      "Iter: 3 Subject: 924\n",
+      "--------------------------------------------------\n",
+      "Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 926\n",
+      "Iter: 4 Subject: 924\n",
+      "--------------------------------------------------\n",
+      "Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 927\n",
+      "Iter: 2 Subject: 926\n",
+      "Iter: 1 Subject: 928\n",
+      "Iter: 3 Subject: 926\n",
+      "Iter: 2 Subject: 927\n",
+      "Iter: 2 Subject: 928\n",
+      "--------------------------------------------------\n",
+      "Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 929\n",
+      "Iter: 3 Subject: 928\n",
+      "Iter: 3 Subject: 927\n",
+      "Iter: 4 Subject: 928\n",
+      "Iter: 2 Subject: 929\n",
+      "--------------------------------------------------\n",
+      "Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 927\n",
+      "Iter: 1 Subject: 930\n",
+      "Iter: 3 Subject: 929\n",
+      "Iter: 5 Subject: 927\n",
+      "Iter: 4 Subject: 929\n",
+      "--------------------------------------------------\n",
+      "Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930\n",
+      "--------------------------------------------------\n",
+      "Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 931\n",
+      "Iter: 3 Subject: 930\n",
+      "Iter: 2 Subject: 931\n",
+      "Iter: 4 Subject: 930\n",
+      "Iter: 1 Subject: 932\n",
+      "Iter: 3 Subject: 931\n",
+      "--------------------------------------------------\n",
+      "Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 933\n",
+      "Iter: 4 Subject: 931\n",
+      "--------------------------------------------------\n",
+      "Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 932\n",
+      "Iter: 2 Subject: 933\n",
+      "Iter: 3 Subject: 933\n",
+      "Iter: 1 Subject: 935\n",
+      "Iter: 3 Subject: 932\n",
+      "Iter: 1 Subject: 934\n",
+      "Iter: 4 Subject: 933\n",
+      "--------------------------------------------------\n",
+      "Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 935\n",
+      "Iter: 2 Subject: 934\n",
+      "Iter: 3 Subject: 935\n",
+      "--------------------------------------------------\n",
+      "Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 934\n",
+      "Iter: 1 Subject: 936\n",
+      "Iter: 1 Subject: 937\n",
+      "Iter: 4 Subject: 934\n",
+      "--------------------------------------------------\n",
+      "Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 936\n",
+      "Iter: 1 Subject: 938\n",
+      "Iter: 2 Subject: 937\n",
+      "Iter: 3 Subject: 936\n",
+      "Iter: 2 Subject: 938\n",
+      "Iter: 1 Subject: 939\n",
+      "Iter: 3 Subject: 937\n",
+      "Iter: 4 Subject: 936\n",
+      "Iter: 3 Subject: 938\n",
+      "Iter: 2 Subject: 939\n",
+      "Iter: 4 Subject: 937\n",
+      "Iter: 5 Subject: 936\n",
+      "Iter: 4 Subject: 938--------------------------------------------------\n",
+      "Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 939\n",
+      "\n",
+      "\n",
+      "Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 941\n",
+      "Iter: 1 Subject: 940\n",
+      "Iter: 1 Subject: 942\n",
+      "Iter: 1 Subject: 943\n",
+      "Iter: 2 Subject: 942\n",
+      "Iter: 2 Subject: 941Iter: 2 Subject: 940\n",
+      "Iter: 2 Subject: 943\n",
+      "\n",
+      "Iter: 3 Subject: 942\n",
+      "Iter: 3 Subject: 941\n",
+      "Iter: 3 Subject: 940\n",
+      "Iter: 3 Subject: 943\n",
+      "--------------------------------------------------\n",
+      "Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 941\n",
+      "--------------------------------------------------\n",
+      "Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 940\n",
+      "Iter: 5 Subject: 941\n",
+      "--------------------------------------------------\n",
+      "Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 944\n",
+      "Iter: 1 Subject: 945\n",
+      "Iter: 2 Subject: 944\n",
+      "Iter: 2 Subject: 945\n",
+      "Iter: 1 Subject: 946\n",
+      "Iter: 3 Subject: 944\n",
+      "Iter: 1 Subject: 947\n",
+      "Iter: 3 Subject: 945\n",
+      "Iter: 4 Subject: 944\n",
+      "Iter: 2 Subject: 947\n",
+      "Iter: 2 Subject: 946\n",
+      "--------------------------------------------------\n",
+      "Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 945\n",
+      "--------------------------------------------------\n",
+      "Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 947\n",
+      "Iter: 3 Subject: 946\n",
+      "Iter: 4 Subject: 947\n",
+      "Iter: 1 Subject: 949\n",
+      "Iter: 1 Subject: 948\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 946\n",
+      "--------------------------------------------------\n",
+      "Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949\n",
+      "Iter: 2 Subject: 948\n",
+      "Iter: 3 Subject: 949\n",
+      "Iter: 1 Subject: 950\n",
+      "Iter: 3 Subject: 948\n",
+      "Iter: 1 Subject: 951\n",
+      "--------------------------------------------------\n",
+      "Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 950\n",
+      "Iter: 2 Subject: 951\n",
+      "Iter: 3 Subject: 950\n",
+      "Iter: 1 Subject: 952\n",
+      "Iter: 3 Subject: 951\n",
+      "Iter: 1 Subject: 953\n",
+      "Iter: 4 Subject: 950\n",
+      "--------------------------------------------------\n",
+      "Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 952\n",
+      "Iter: 5 Subject: 950\n",
+      "Iter: 2 Subject: 953\n",
+      "--------------------------------------------------\n",
+      "Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 952\n",
+      "Iter: 1 Subject: 954\n",
+      "Iter: 3 Subject: 953\n",
+      "Iter: 4 Subject: 952\n",
+      "--------------------------------------------------\n",
+      "Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 954\n",
+      "Iter: 1 Subject: 955\n",
+      "Iter: 3 Subject: 954\n",
+      "Iter: 1 Subject: 957\n",
+      "Iter: 1 Subject: 956\n",
+      "Iter: 2 Subject: 955\n",
+      "Iter: 4 Subject: 954\n",
+      "Iter: 2 Subject: 957\n",
+      "Iter: 3 Subject: 955\n",
+      "Iter: 5 Subject: 954\n",
+      "Iter: 2 Subject: 956\n",
+      "--------------------------------------------------\n",
+      "Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 957\n",
+      "Iter: 4 Subject: 955\n",
+      "Iter: 3 Subject: 956\n",
+      "--------------------------------------------------\n",
+      "Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 958\n",
+      "Iter: 4 Subject: 956\n",
+      "Iter: 5 Subject: 956\n",
+      "Iter: 2 Subject: 958\n",
+      "Iter: 1 Subject: 959--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 968\n",
+      "Iter: 4 Subject: 967\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 981\n",
+      "Iter: 4 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 981\n",
+      "Iter: 2 Subject: 982Iter: 1 Subject: 984\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 982\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 985\n",
+      "--------------------------------------------------\n",
+      "Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 985\n",
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+      "Iter: 4 Subject: 985\n",
+      "Iter: 3 Subject: 988\n",
+      "Iter: 3 Subject: 986\n",
+      "Iter: 3 Subject: 987\n",
+      "--------------------------------------------------\n",
+      "Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 988\n",
+      "Iter: 4 Subject: 986\n",
+      "--------------------------------------------------\n",
+      "Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 989\n",
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+      "Iter: 1 Subject: 991\n",
+      "Iter: 3 Subject: 989\n",
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+      "Iter: 4 Subject: 989\n",
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+      "Iter: 4 Subject: 992\n",
+      "--------------------------------------------------\n",
+      "Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 991\n",
+      "--------------------------------------------------\n",
+      "Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 994\n",
+      "Iter: 1 Subject: 993\n",
+      "Iter: 2 Subject: 994\n",
+      "Iter: 1 Subject: 996\n",
+      "Iter: 1 Subject: 995Iter: 2 Subject: 993\n",
+      "\n",
+      "Iter: 3 Subject: 994\n",
+      "Iter: 3 Subject: 993\n",
+      "Iter: 2 Subject: 996\n",
+      "Iter: 4 Subject: 994\n",
+      "Iter: 4 Subject: 993Iter: 2 Subject: 995\n",
+      "\n",
+      "Iter: 3 Subject: 996\n",
+      "--------------------------------------------------\n",
+      "Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 995\n",
+      "Iter: 4 Subject: 996\n",
+      "--------------------------------------------------\n",
+      "Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 997\n",
+      "Iter: 1 Subject: 998\n",
+      "Iter: 2 Subject: 997\n",
+      "Iter: 1 Subject: 999\n",
+      "Iter: 3 Subject: 997\n",
+      "Iter: 2 Subject: 998\n",
+      "Iter: 4 Subject: 997\n",
+      "Iter: 2 Subject: 999\n",
+      "Iter: 3 Subject: 998\n",
+      "Iter: 3 Subject: 999\n",
+      "Iter: 4 Subject: 998\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Run Mixer Function\n",
+    "if __name__ == '__main__':\n",
+    "    result2, pValues2 = Mixture.Mixture(X, Y , cores, iters, output)"
+   ]
   }
  ],
  "metadata": {
@@ -489,7 +18348,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.6.7"
   }
  },
  "nbformat": 4,

From 3d33a6659ff2e60d742f6fa7c6794219be16d589 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sun, 20 Oct 2019 19:40:08 -0300
Subject: [PATCH 22/52] testing gct file

---
 .ipynb_checkpoints/Untitled-checkpoint.ipynb |    6 +
 .ipynb_checkpoints/cellines-checkpoint.ipynb | 2070 ++++++++++++++++++
 Mixture/Mixture.egg-info/PKG-INFO            |    2 +-
 Mixture/Mixture.egg-info/requires.txt        |    8 +-
 Mixture/build/lib/Mixture/Utils.py           |    5 +-
 Mixture/build/lib/Mixture/__init__.py        |   61 +-
 NewmanFL TIL10.ipynb                         |  100 +-
 Test Beta List.ipynb                         |  100 +-
 Test read rds.ipynb                          | 1807 ++-------------
 Untitled.ipynb                               |   63 +
 cellines.ipynb                               |   55 +-
 11 files changed, 2550 insertions(+), 1727 deletions(-)
 create mode 100644 .ipynb_checkpoints/Untitled-checkpoint.ipynb
 create mode 100644 .ipynb_checkpoints/cellines-checkpoint.ipynb
 create mode 100644 Untitled.ipynb

diff --git a/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/.ipynb_checkpoints/Untitled-checkpoint.ipynb
new file mode 100644
index 0000000..2fd6442
--- /dev/null
+++ b/.ipynb_checkpoints/Untitled-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/.ipynb_checkpoints/cellines-checkpoint.ipynb b/.ipynb_checkpoints/cellines-checkpoint.ipynb
new file mode 100644
index 0000000..29ea59d
--- /dev/null
+++ b/.ipynb_checkpoints/cellines-checkpoint.ipynb
@@ -0,0 +1,2070 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import rpy2\n",
+    "import rpy2.robjects as robjects\n",
+    "from rpy2.robjects import pandas2ri\n",
+    "readRDS = robjects.r['readRDS']\n",
+    "from rpy2.robjects.conversion import localconverter\n",
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from rpy2.robjects.packages import importr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.6’\n",
+      "(as ‘lib’ is unspecified)\n",
+      "\n",
+      "R[write to console]: probando la URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
+      "\n",
+      "R[write to console]: Content type 'application/x-gzip'\n",
+      "R[write to console]:  length 38020 bytes (37 KB)\n",
+      "\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: downloaded 37 KB\n",
+      "\n",
+      "\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: \n",
+      "R[write to console]: The downloaded source packages are in\n",
+      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
+      "R[write to console]: \n",
+      "R[write to console]: \n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<rpy2.rinterface.NULLType object at 0x7f05381c5ac8> [RTYPES.NILSXP]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils = importr('utils')\n",
+    "base = importr('base')\n",
+    "utils.install_packages('BiocManager')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "R[write to console]: Bioconductor version 3.9 (BiocManager 1.30.7), R 3.6.1 (2019-07-05)\n",
+      "\n",
+      "R[write to console]: Installing package(s) 'limma'\n",
+      "\n",
+      "R[write to console]: probando la URL 'https://bioconductor.org/packages/3.9/bioc/src/contrib/limma_3.40.6.tar.gz'\n",
+      "\n",
+      "R[write to console]: Content type 'application/x-gzip'\n",
+      "R[write to console]:  length 1481309 bytes (1.4 MB)\n",
+      "\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: downloaded 1.4 MB\n",
+      "\n",
+      "\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: \n",
+      "R[write to console]: The downloaded source packages are in\n",
+      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
+      "R[write to console]: \n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: installation path not writeable, unable to update packages: KernSmooth\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "biocmanager = importr('BiocManager')\n",
+    "biocmanager.install('limma')\n",
+    "limma = importr('limma')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = readRDS('./data/celllines.rds')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
+    "    df = robjects.conversion.rpy2py(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "vector = np.array(df[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ValueError",
+     "evalue": "all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-13-55d56e2787b4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Gene Symbol'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
+      "\u001b[0;32m~/.local/lib/python3.6/site-packages/numpy/lib/shape_base.py\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(tup)\u001b[0m\n\u001b[1;32m    639\u001b[0m             \u001b[0marr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msubok\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    640\u001b[0m         \u001b[0marrays\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 641\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_nx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    642\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    643\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mconcatenate\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
+      "\u001b[0;31mValueError\u001b[0m: all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1"
+     ]
+    }
+   ],
+   "source": [
+    "vector = [x[2] for x in df]\n",
+    "vector.insert(0, df[0].rownames)\n",
+    "columns = ['V' + str(x+1) for x in range(len(df))]\n",
+    "columns.insert(0, 'Gene Symbol')\n",
+    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = readRDS('./data/BRCA_rna.rds')\n",
+    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
+    "    brcapd = robjects.conversion.rpy2py(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "        <span>FloatMatrix with 24909930 elements.</span>\n",
+       "        <table>\n",
+       "        <tbody>\n",
+       "          <tr>\n",
+       "          \n",
+       "            <td>\n",
+       "            571.840000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            0.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            0.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            ...\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            9778.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            1622.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            1328.000000\n",
+       "            </td>\n",
+       "          \n",
+       "          </tr>\n",
+       "        </tbody>\n",
+       "        </table>\n",
+       "        "
+      ],
+      "text/plain": [
+       "R object with classes: ('matrix',) mapped to:\n",
+       "[571.840000, 0.000000, 0.000000, 298.740000, ..., 1648.000000, 9778.000000, 1622.000000, 1328.000000]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 113,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "24909930"
+      ]
+     },
+     "execution_count": 113,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(brcapd[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 136,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "vector = np.array(brcapd[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df1 = pd.DataFrame(vector, index = brcapd[0].rownames, columns = brcapd[0].colnames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 143,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>TCGA.3C.AAAU.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.3C.AALI.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.3C.AALJ.01A.31R.A41B.07</th>\n",
+       "      <th>TCGA.3C.AALK.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.4H.AAAK.01A.12R.A41B.07</th>\n",
+       "      <th>TCGA.5L.AAT0.01A.12R.A41B.07</th>\n",
+       "      <th>TCGA.5L.AAT1.01A.12R.A41B.07</th>\n",
+       "      <th>TCGA.5T.A9QA.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.A1.A0SB.01A.11R.A144.07</th>\n",
+       "      <th>TCGA.A1.A0SD.01A.11R.A115.07</th>\n",
+       "      <th>...</th>\n",
+       "      <th>TCGA.UL.AAZ6.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.UU.A93S.01A.21R.A41B.07</th>\n",
+       "      <th>TCGA.V7.A7HQ.01A.11R.A33J.07</th>\n",
+       "      <th>TCGA.W8.A86G.01A.21R.A36F.07</th>\n",
+       "      <th>TCGA.WT.AB41.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.WT.AB44.01A.11R.A41B.07</th>\n",
+       "      <th>TCGA.XX.A899.01A.11R.A36F.07</th>\n",
+       "      <th>TCGA.XX.A89A.01A.11R.A36F.07</th>\n",
+       "      <th>TCGA.Z7.A8R5.01A.42R.A41B.07</th>\n",
+       "      <th>TCGA.Z7.A8R6.01A.11R.A41B.07</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>A1BG</th>\n",
+       "      <td>571.84</td>\n",
+       "      <td>436.55</td>\n",
+       "      <td>466.83</td>\n",
+       "      <td>461.69</td>\n",
+       "      <td>631.87</td>\n",
+       "      <td>347.38</td>\n",
+       "      <td>259.26</td>\n",
+       "      <td>600.72</td>\n",
+       "      <td>109.21</td>\n",
+       "      <td>430.13</td>\n",
+       "      <td>...</td>\n",
+       "      <td>110.60</td>\n",
+       "      <td>444.97</td>\n",
+       "      <td>1675.86</td>\n",
+       "      <td>1123.11</td>\n",
+       "      <td>151.92</td>\n",
+       "      <td>578.62</td>\n",
+       "      <td>566.98</td>\n",
+       "      <td>540.12</td>\n",
+       "      <td>735.86</td>\n",
+       "      <td>713.63</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A1CF</th>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>5.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A2BP1</th>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>9.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>10.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>11.00</td>\n",
+       "      <td>6.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A2LD1</th>\n",
+       "      <td>298.74</td>\n",
+       "      <td>130.32</td>\n",
+       "      <td>177.87</td>\n",
+       "      <td>151.08</td>\n",
+       "      <td>362.77</td>\n",
+       "      <td>190.14</td>\n",
+       "      <td>125.12</td>\n",
+       "      <td>446.68</td>\n",
+       "      <td>84.12</td>\n",
+       "      <td>202.11</td>\n",
+       "      <td>...</td>\n",
+       "      <td>473.07</td>\n",
+       "      <td>311.08</td>\n",
+       "      <td>203.27</td>\n",
+       "      <td>125.82</td>\n",
+       "      <td>395.69</td>\n",
+       "      <td>75.79</td>\n",
+       "      <td>333.32</td>\n",
+       "      <td>169.21</td>\n",
+       "      <td>136.11</td>\n",
+       "      <td>72.38</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A2M</th>\n",
+       "      <td>16823.52</td>\n",
+       "      <td>13924.87</td>\n",
+       "      <td>9750.96</td>\n",
+       "      <td>26490.85</td>\n",
+       "      <td>22525.79</td>\n",
+       "      <td>21021.82</td>\n",
+       "      <td>18903.93</td>\n",
+       "      <td>6084.91</td>\n",
+       "      <td>70203.92</td>\n",
+       "      <td>71921.78</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11632.72</td>\n",
+       "      <td>4878.98</td>\n",
+       "      <td>13074.10</td>\n",
+       "      <td>38610.76</td>\n",
+       "      <td>12148.67</td>\n",
+       "      <td>6641.28</td>\n",
+       "      <td>51685.84</td>\n",
+       "      <td>36189.77</td>\n",
+       "      <td>61673.21</td>\n",
+       "      <td>21090.94</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A2ML1</th>\n",
+       "      <td>4.00</td>\n",
+       "      <td>8.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>8.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>5.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>7.00</td>\n",
+       "      <td>23.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>360.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>26.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>8.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>118.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>12.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A4GALT</th>\n",
+       "      <td>198.00</td>\n",
+       "      <td>290.00</td>\n",
+       "      <td>633.00</td>\n",
+       "      <td>1224.00</td>\n",
+       "      <td>804.00</td>\n",
+       "      <td>631.00</td>\n",
+       "      <td>323.00</td>\n",
+       "      <td>787.00</td>\n",
+       "      <td>749.00</td>\n",
+       "      <td>1140.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1304.00</td>\n",
+       "      <td>87.00</td>\n",
+       "      <td>2384.00</td>\n",
+       "      <td>585.00</td>\n",
+       "      <td>2553.00</td>\n",
+       "      <td>438.00</td>\n",
+       "      <td>1284.00</td>\n",
+       "      <td>1303.00</td>\n",
+       "      <td>764.00</td>\n",
+       "      <td>2209.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>A4GNT</th>\n",
+       "      <td>25.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>7.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>7.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>6.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AAA1</th>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AAAS</th>\n",
+       "      <td>1884.00</td>\n",
+       "      <td>1633.00</td>\n",
+       "      <td>798.00</td>\n",
+       "      <td>1878.00</td>\n",
+       "      <td>1925.00</td>\n",
+       "      <td>1627.00</td>\n",
+       "      <td>971.00</td>\n",
+       "      <td>1670.00</td>\n",
+       "      <td>1580.00</td>\n",
+       "      <td>1594.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3957.00</td>\n",
+       "      <td>698.00</td>\n",
+       "      <td>2314.00</td>\n",
+       "      <td>2485.00</td>\n",
+       "      <td>1680.00</td>\n",
+       "      <td>1555.00</td>\n",
+       "      <td>1796.00</td>\n",
+       "      <td>1909.00</td>\n",
+       "      <td>1747.00</td>\n",
+       "      <td>2510.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AACS</th>\n",
+       "      <td>3155.00</td>\n",
+       "      <td>1538.00</td>\n",
+       "      <td>1691.00</td>\n",
+       "      <td>2074.00</td>\n",
+       "      <td>1974.00</td>\n",
+       "      <td>1421.00</td>\n",
+       "      <td>1147.00</td>\n",
+       "      <td>2291.00</td>\n",
+       "      <td>4848.00</td>\n",
+       "      <td>2372.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>4700.00</td>\n",
+       "      <td>3079.00</td>\n",
+       "      <td>2783.00</td>\n",
+       "      <td>1230.00</td>\n",
+       "      <td>1152.00</td>\n",
+       "      <td>794.00</td>\n",
+       "      <td>2938.00</td>\n",
+       "      <td>1824.00</td>\n",
+       "      <td>1779.00</td>\n",
+       "      <td>2179.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AACSL</th>\n",
+       "      <td>4.00</td>\n",
+       "      <td>65.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1821.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>22.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AADAC</th>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>7.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>90.00</td>\n",
+       "      <td>6.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>11.00</td>\n",
+       "      <td>30.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AADACL2</th>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AADACL3</th>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>36.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AADACL4</th>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AADAT</th>\n",
+       "      <td>16.00</td>\n",
+       "      <td>45.00</td>\n",
+       "      <td>59.00</td>\n",
+       "      <td>138.00</td>\n",
+       "      <td>148.00</td>\n",
+       "      <td>59.00</td>\n",
+       "      <td>40.00</td>\n",
+       "      <td>219.00</td>\n",
+       "      <td>445.00</td>\n",
+       "      <td>120.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>257.00</td>\n",
+       "      <td>14.00</td>\n",
+       "      <td>36.00</td>\n",
+       "      <td>68.00</td>\n",
+       "      <td>49.00</td>\n",
+       "      <td>38.00</td>\n",
+       "      <td>106.00</td>\n",
+       "      <td>96.00</td>\n",
+       "      <td>67.00</td>\n",
+       "      <td>69.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AAGAB</th>\n",
+       "      <td>3773.00</td>\n",
+       "      <td>6512.00</td>\n",
+       "      <td>1501.00</td>\n",
+       "      <td>4069.00</td>\n",
+       "      <td>4236.00</td>\n",
+       "      <td>3226.00</td>\n",
+       "      <td>2611.00</td>\n",
+       "      <td>4941.00</td>\n",
+       "      <td>1884.00</td>\n",
+       "      <td>5901.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6756.00</td>\n",
+       "      <td>1751.00</td>\n",
+       "      <td>5407.00</td>\n",
+       "      <td>2451.00</td>\n",
+       "      <td>1836.00</td>\n",
+       "      <td>985.00</td>\n",
+       "      <td>3774.00</td>\n",
+       "      <td>3241.00</td>\n",
+       "      <td>2702.00</td>\n",
+       "      <td>4202.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AAK1</th>\n",
+       "      <td>1501.00</td>\n",
+       "      <td>1560.00</td>\n",
+       "      <td>627.00</td>\n",
+       "      <td>1759.00</td>\n",
+       "      <td>1594.00</td>\n",
+       "      <td>1613.00</td>\n",
+       "      <td>850.00</td>\n",
+       "      <td>659.00</td>\n",
+       "      <td>2327.00</td>\n",
+       "      <td>3341.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1918.00</td>\n",
+       "      <td>1137.00</td>\n",
+       "      <td>552.00</td>\n",
+       "      <td>1612.00</td>\n",
+       "      <td>802.00</td>\n",
+       "      <td>612.00</td>\n",
+       "      <td>2446.00</td>\n",
+       "      <td>1914.00</td>\n",
+       "      <td>1082.00</td>\n",
+       "      <td>1500.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AAMP</th>\n",
+       "      <td>5957.00</td>\n",
+       "      <td>5480.00</td>\n",
+       "      <td>2528.00</td>\n",
+       "      <td>6677.00</td>\n",
+       "      <td>7733.00</td>\n",
+       "      <td>6122.00</td>\n",
+       "      <td>3801.00</td>\n",
+       "      <td>6436.00</td>\n",
+       "      <td>4880.00</td>\n",
+       "      <td>7242.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11362.00</td>\n",
+       "      <td>3702.00</td>\n",
+       "      <td>7863.00</td>\n",
+       "      <td>5566.00</td>\n",
+       "      <td>5717.00</td>\n",
+       "      <td>2628.00</td>\n",
+       "      <td>5563.00</td>\n",
+       "      <td>5799.00</td>\n",
+       "      <td>5214.00</td>\n",
+       "      <td>7569.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AANAT</th>\n",
+       "      <td>1.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AARS</th>\n",
+       "      <td>12794.00</td>\n",
+       "      <td>8406.00</td>\n",
+       "      <td>2820.00</td>\n",
+       "      <td>5131.00</td>\n",
+       "      <td>5548.00</td>\n",
+       "      <td>3466.00</td>\n",
+       "      <td>2726.00</td>\n",
+       "      <td>16427.00</td>\n",
+       "      <td>7661.00</td>\n",
+       "      <td>6601.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>28173.00</td>\n",
+       "      <td>8516.00</td>\n",
+       "      <td>3673.00</td>\n",
+       "      <td>3053.00</td>\n",
+       "      <td>4800.00</td>\n",
+       "      <td>1232.00</td>\n",
+       "      <td>5437.00</td>\n",
+       "      <td>5518.00</td>\n",
+       "      <td>3945.00</td>\n",
+       "      <td>5876.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AARS2</th>\n",
+       "      <td>2001.68</td>\n",
+       "      <td>868.93</td>\n",
+       "      <td>485.00</td>\n",
+       "      <td>1043.99</td>\n",
+       "      <td>1357.94</td>\n",
+       "      <td>993.99</td>\n",
+       "      <td>657.00</td>\n",
+       "      <td>1480.95</td>\n",
+       "      <td>1138.93</td>\n",
+       "      <td>1405.99</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1305.00</td>\n",
+       "      <td>504.99</td>\n",
+       "      <td>757.00</td>\n",
+       "      <td>1291.75</td>\n",
+       "      <td>603.00</td>\n",
+       "      <td>723.00</td>\n",
+       "      <td>1120.86</td>\n",
+       "      <td>1392.56</td>\n",
+       "      <td>707.96</td>\n",
+       "      <td>1518.93</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AARSD1</th>\n",
+       "      <td>1354.00</td>\n",
+       "      <td>770.00</td>\n",
+       "      <td>431.00</td>\n",
+       "      <td>1193.00</td>\n",
+       "      <td>1557.00</td>\n",
+       "      <td>1191.00</td>\n",
+       "      <td>958.00</td>\n",
+       "      <td>2305.00</td>\n",
+       "      <td>1481.00</td>\n",
+       "      <td>1099.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1319.00</td>\n",
+       "      <td>810.00</td>\n",
+       "      <td>3626.00</td>\n",
+       "      <td>1406.00</td>\n",
+       "      <td>1857.00</td>\n",
+       "      <td>1100.00</td>\n",
+       "      <td>1359.00</td>\n",
+       "      <td>864.00</td>\n",
+       "      <td>1749.00</td>\n",
+       "      <td>2086.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AASDH</th>\n",
+       "      <td>805.00</td>\n",
+       "      <td>339.00</td>\n",
+       "      <td>210.00</td>\n",
+       "      <td>475.00</td>\n",
+       "      <td>736.00</td>\n",
+       "      <td>536.00</td>\n",
+       "      <td>339.00</td>\n",
+       "      <td>639.00</td>\n",
+       "      <td>853.00</td>\n",
+       "      <td>1008.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>266.00</td>\n",
+       "      <td>175.00</td>\n",
+       "      <td>346.00</td>\n",
+       "      <td>414.00</td>\n",
+       "      <td>264.00</td>\n",
+       "      <td>211.00</td>\n",
+       "      <td>683.00</td>\n",
+       "      <td>538.00</td>\n",
+       "      <td>615.00</td>\n",
+       "      <td>564.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AASDHPPT</th>\n",
+       "      <td>2347.00</td>\n",
+       "      <td>1248.00</td>\n",
+       "      <td>860.00</td>\n",
+       "      <td>1608.00</td>\n",
+       "      <td>1093.00</td>\n",
+       "      <td>1090.00</td>\n",
+       "      <td>844.00</td>\n",
+       "      <td>1240.00</td>\n",
+       "      <td>2191.00</td>\n",
+       "      <td>1877.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1712.82</td>\n",
+       "      <td>824.00</td>\n",
+       "      <td>671.00</td>\n",
+       "      <td>1422.00</td>\n",
+       "      <td>382.00</td>\n",
+       "      <td>880.00</td>\n",
+       "      <td>1441.00</td>\n",
+       "      <td>1004.00</td>\n",
+       "      <td>796.71</td>\n",
+       "      <td>1442.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AASS</th>\n",
+       "      <td>133.00</td>\n",
+       "      <td>132.00</td>\n",
+       "      <td>84.00</td>\n",
+       "      <td>443.00</td>\n",
+       "      <td>907.00</td>\n",
+       "      <td>809.00</td>\n",
+       "      <td>402.00</td>\n",
+       "      <td>277.00</td>\n",
+       "      <td>919.00</td>\n",
+       "      <td>998.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>54.00</td>\n",
+       "      <td>61.00</td>\n",
+       "      <td>112.00</td>\n",
+       "      <td>1202.00</td>\n",
+       "      <td>95.00</td>\n",
+       "      <td>631.00</td>\n",
+       "      <td>1325.00</td>\n",
+       "      <td>336.00</td>\n",
+       "      <td>409.00</td>\n",
+       "      <td>115.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AATF</th>\n",
+       "      <td>4407.00</td>\n",
+       "      <td>14067.00</td>\n",
+       "      <td>2314.00</td>\n",
+       "      <td>4629.00</td>\n",
+       "      <td>3091.00</td>\n",
+       "      <td>1969.00</td>\n",
+       "      <td>1538.00</td>\n",
+       "      <td>3654.00</td>\n",
+       "      <td>2041.00</td>\n",
+       "      <td>4008.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3326.00</td>\n",
+       "      <td>1358.00</td>\n",
+       "      <td>3048.00</td>\n",
+       "      <td>2098.00</td>\n",
+       "      <td>3105.00</td>\n",
+       "      <td>1205.00</td>\n",
+       "      <td>2819.00</td>\n",
+       "      <td>1540.00</td>\n",
+       "      <td>2741.00</td>\n",
+       "      <td>3621.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>AATK</th>\n",
+       "      <td>1797.70</td>\n",
+       "      <td>198.00</td>\n",
+       "      <td>160.00</td>\n",
+       "      <td>290.00</td>\n",
+       "      <td>83.00</td>\n",
+       "      <td>93.00</td>\n",
+       "      <td>28.00</td>\n",
+       "      <td>461.13</td>\n",
+       "      <td>274.00</td>\n",
+       "      <td>222.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>156.00</td>\n",
+       "      <td>54.00</td>\n",
+       "      <td>173.03</td>\n",
+       "      <td>198.00</td>\n",
+       "      <td>98.00</td>\n",
+       "      <td>36.00</td>\n",
+       "      <td>439.00</td>\n",
+       "      <td>75.00</td>\n",
+       "      <td>106.00</td>\n",
+       "      <td>90.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ABAT</th>\n",
+       "      <td>1801.00</td>\n",
+       "      <td>442.00</td>\n",
+       "      <td>414.00</td>\n",
+       "      <td>4161.00</td>\n",
+       "      <td>2004.00</td>\n",
+       "      <td>1453.00</td>\n",
+       "      <td>984.00</td>\n",
+       "      <td>657.00</td>\n",
+       "      <td>1009.00</td>\n",
+       "      <td>2732.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1524.00</td>\n",
+       "      <td>190.00</td>\n",
+       "      <td>2305.00</td>\n",
+       "      <td>2593.00</td>\n",
+       "      <td>410.00</td>\n",
+       "      <td>1166.00</td>\n",
+       "      <td>3271.00</td>\n",
+       "      <td>1271.00</td>\n",
+       "      <td>806.00</td>\n",
+       "      <td>2211.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN16</th>\n",
+       "      <td>653.00</td>\n",
+       "      <td>321.00</td>\n",
+       "      <td>122.00</td>\n",
+       "      <td>394.00</td>\n",
+       "      <td>319.95</td>\n",
+       "      <td>374.96</td>\n",
+       "      <td>194.98</td>\n",
+       "      <td>540.93</td>\n",
+       "      <td>357.00</td>\n",
+       "      <td>353.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>710.00</td>\n",
+       "      <td>186.97</td>\n",
+       "      <td>290.00</td>\n",
+       "      <td>434.00</td>\n",
+       "      <td>288.97</td>\n",
+       "      <td>353.00</td>\n",
+       "      <td>334.95</td>\n",
+       "      <td>246.00</td>\n",
+       "      <td>462.95</td>\n",
+       "      <td>457.88</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN18</th>\n",
+       "      <td>384.00</td>\n",
+       "      <td>2850.00</td>\n",
+       "      <td>2455.00</td>\n",
+       "      <td>3085.00</td>\n",
+       "      <td>3683.00</td>\n",
+       "      <td>3743.00</td>\n",
+       "      <td>1127.00</td>\n",
+       "      <td>1248.00</td>\n",
+       "      <td>1765.00</td>\n",
+       "      <td>4949.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3549.00</td>\n",
+       "      <td>114.00</td>\n",
+       "      <td>4131.00</td>\n",
+       "      <td>3691.00</td>\n",
+       "      <td>1862.00</td>\n",
+       "      <td>2669.00</td>\n",
+       "      <td>2270.00</td>\n",
+       "      <td>3899.00</td>\n",
+       "      <td>3266.00</td>\n",
+       "      <td>3759.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN2</th>\n",
+       "      <td>1690.00</td>\n",
+       "      <td>435.00</td>\n",
+       "      <td>296.00</td>\n",
+       "      <td>737.00</td>\n",
+       "      <td>780.00</td>\n",
+       "      <td>732.00</td>\n",
+       "      <td>285.00</td>\n",
+       "      <td>599.00</td>\n",
+       "      <td>1021.00</td>\n",
+       "      <td>1250.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>969.00</td>\n",
+       "      <td>388.00</td>\n",
+       "      <td>633.00</td>\n",
+       "      <td>574.00</td>\n",
+       "      <td>275.00</td>\n",
+       "      <td>132.00</td>\n",
+       "      <td>859.00</td>\n",
+       "      <td>658.00</td>\n",
+       "      <td>493.00</td>\n",
+       "      <td>859.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN20</th>\n",
+       "      <td>461.00</td>\n",
+       "      <td>51.00</td>\n",
+       "      <td>58.00</td>\n",
+       "      <td>89.00</td>\n",
+       "      <td>172.00</td>\n",
+       "      <td>118.00</td>\n",
+       "      <td>106.00</td>\n",
+       "      <td>128.00</td>\n",
+       "      <td>240.00</td>\n",
+       "      <td>181.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>62.00</td>\n",
+       "      <td>44.00</td>\n",
+       "      <td>69.00</td>\n",
+       "      <td>63.00</td>\n",
+       "      <td>31.00</td>\n",
+       "      <td>38.00</td>\n",
+       "      <td>222.00</td>\n",
+       "      <td>130.00</td>\n",
+       "      <td>77.00</td>\n",
+       "      <td>197.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN21</th>\n",
+       "      <td>735.54</td>\n",
+       "      <td>1284.58</td>\n",
+       "      <td>312.00</td>\n",
+       "      <td>726.61</td>\n",
+       "      <td>740.07</td>\n",
+       "      <td>581.38</td>\n",
+       "      <td>339.54</td>\n",
+       "      <td>429.11</td>\n",
+       "      <td>540.44</td>\n",
+       "      <td>767.27</td>\n",
+       "      <td>...</td>\n",
+       "      <td>551.28</td>\n",
+       "      <td>319.32</td>\n",
+       "      <td>407.59</td>\n",
+       "      <td>660.59</td>\n",
+       "      <td>345.73</td>\n",
+       "      <td>572.76</td>\n",
+       "      <td>638.18</td>\n",
+       "      <td>470.09</td>\n",
+       "      <td>402.37</td>\n",
+       "      <td>746.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN22</th>\n",
+       "      <td>873.00</td>\n",
+       "      <td>363.00</td>\n",
+       "      <td>153.00</td>\n",
+       "      <td>296.00</td>\n",
+       "      <td>376.00</td>\n",
+       "      <td>253.00</td>\n",
+       "      <td>163.00</td>\n",
+       "      <td>263.00</td>\n",
+       "      <td>244.00</td>\n",
+       "      <td>385.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>213.00</td>\n",
+       "      <td>204.00</td>\n",
+       "      <td>137.00</td>\n",
+       "      <td>315.00</td>\n",
+       "      <td>67.00</td>\n",
+       "      <td>85.00</td>\n",
+       "      <td>281.00</td>\n",
+       "      <td>206.00</td>\n",
+       "      <td>176.00</td>\n",
+       "      <td>403.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN23</th>\n",
+       "      <td>111.00</td>\n",
+       "      <td>13.00</td>\n",
+       "      <td>51.00</td>\n",
+       "      <td>64.00</td>\n",
+       "      <td>23.00</td>\n",
+       "      <td>9.00</td>\n",
+       "      <td>10.00</td>\n",
+       "      <td>22.00</td>\n",
+       "      <td>193.00</td>\n",
+       "      <td>99.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>36.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>35.00</td>\n",
+       "      <td>128.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>9.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN29</th>\n",
+       "      <td>2786.00</td>\n",
+       "      <td>1082.00</td>\n",
+       "      <td>567.00</td>\n",
+       "      <td>989.00</td>\n",
+       "      <td>699.00</td>\n",
+       "      <td>838.00</td>\n",
+       "      <td>461.00</td>\n",
+       "      <td>878.00</td>\n",
+       "      <td>1351.00</td>\n",
+       "      <td>1993.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>664.00</td>\n",
+       "      <td>593.00</td>\n",
+       "      <td>258.00</td>\n",
+       "      <td>720.00</td>\n",
+       "      <td>135.00</td>\n",
+       "      <td>289.00</td>\n",
+       "      <td>1538.00</td>\n",
+       "      <td>982.00</td>\n",
+       "      <td>397.00</td>\n",
+       "      <td>1250.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN4</th>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>8.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>5.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>1.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN5A</th>\n",
+       "      <td>94.00</td>\n",
+       "      <td>235.00</td>\n",
+       "      <td>69.00</td>\n",
+       "      <td>139.00</td>\n",
+       "      <td>148.00</td>\n",
+       "      <td>99.00</td>\n",
+       "      <td>111.00</td>\n",
+       "      <td>159.00</td>\n",
+       "      <td>205.00</td>\n",
+       "      <td>101.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>550.00</td>\n",
+       "      <td>17.00</td>\n",
+       "      <td>110.00</td>\n",
+       "      <td>85.00</td>\n",
+       "      <td>51.00</td>\n",
+       "      <td>49.00</td>\n",
+       "      <td>90.00</td>\n",
+       "      <td>137.00</td>\n",
+       "      <td>140.00</td>\n",
+       "      <td>170.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSCAN5B</th>\n",
+       "      <td>3.00</td>\n",
+       "      <td>8.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>5.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>3.00</td>\n",
+       "      <td>13.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>3.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM1</th>\n",
+       "      <td>1252.00</td>\n",
+       "      <td>933.00</td>\n",
+       "      <td>389.00</td>\n",
+       "      <td>692.00</td>\n",
+       "      <td>654.00</td>\n",
+       "      <td>618.00</td>\n",
+       "      <td>426.00</td>\n",
+       "      <td>728.00</td>\n",
+       "      <td>659.00</td>\n",
+       "      <td>1115.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>667.00</td>\n",
+       "      <td>325.00</td>\n",
+       "      <td>753.00</td>\n",
+       "      <td>822.00</td>\n",
+       "      <td>463.00</td>\n",
+       "      <td>435.00</td>\n",
+       "      <td>611.00</td>\n",
+       "      <td>578.00</td>\n",
+       "      <td>741.00</td>\n",
+       "      <td>1171.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM2</th>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>2.00</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM3</th>\n",
+       "      <td>523.00</td>\n",
+       "      <td>256.00</td>\n",
+       "      <td>90.00</td>\n",
+       "      <td>162.00</td>\n",
+       "      <td>186.00</td>\n",
+       "      <td>238.00</td>\n",
+       "      <td>160.00</td>\n",
+       "      <td>157.00</td>\n",
+       "      <td>337.00</td>\n",
+       "      <td>342.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>169.00</td>\n",
+       "      <td>198.00</td>\n",
+       "      <td>153.00</td>\n",
+       "      <td>331.00</td>\n",
+       "      <td>229.00</td>\n",
+       "      <td>156.00</td>\n",
+       "      <td>186.00</td>\n",
+       "      <td>228.00</td>\n",
+       "      <td>264.00</td>\n",
+       "      <td>283.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM4</th>\n",
+       "      <td>1420.00</td>\n",
+       "      <td>875.00</td>\n",
+       "      <td>536.00</td>\n",
+       "      <td>1514.00</td>\n",
+       "      <td>2144.00</td>\n",
+       "      <td>965.00</td>\n",
+       "      <td>458.00</td>\n",
+       "      <td>260.00</td>\n",
+       "      <td>1659.00</td>\n",
+       "      <td>945.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>649.00</td>\n",
+       "      <td>1930.00</td>\n",
+       "      <td>395.00</td>\n",
+       "      <td>1649.00</td>\n",
+       "      <td>525.00</td>\n",
+       "      <td>859.00</td>\n",
+       "      <td>1250.00</td>\n",
+       "      <td>580.00</td>\n",
+       "      <td>753.00</td>\n",
+       "      <td>911.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM5</th>\n",
+       "      <td>1320.00</td>\n",
+       "      <td>209.00</td>\n",
+       "      <td>199.00</td>\n",
+       "      <td>260.00</td>\n",
+       "      <td>144.00</td>\n",
+       "      <td>92.00</td>\n",
+       "      <td>52.00</td>\n",
+       "      <td>53.00</td>\n",
+       "      <td>170.00</td>\n",
+       "      <td>480.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>337.00</td>\n",
+       "      <td>110.00</td>\n",
+       "      <td>78.00</td>\n",
+       "      <td>245.00</td>\n",
+       "      <td>102.00</td>\n",
+       "      <td>34.00</td>\n",
+       "      <td>233.00</td>\n",
+       "      <td>142.00</td>\n",
+       "      <td>137.00</td>\n",
+       "      <td>314.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM6</th>\n",
+       "      <td>1804.00</td>\n",
+       "      <td>446.00</td>\n",
+       "      <td>559.00</td>\n",
+       "      <td>823.00</td>\n",
+       "      <td>717.00</td>\n",
+       "      <td>824.00</td>\n",
+       "      <td>189.00</td>\n",
+       "      <td>1933.00</td>\n",
+       "      <td>810.00</td>\n",
+       "      <td>1216.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>945.00</td>\n",
+       "      <td>295.00</td>\n",
+       "      <td>191.00</td>\n",
+       "      <td>1056.00</td>\n",
+       "      <td>151.00</td>\n",
+       "      <td>232.00</td>\n",
+       "      <td>1030.00</td>\n",
+       "      <td>1206.00</td>\n",
+       "      <td>282.00</td>\n",
+       "      <td>1465.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZSWIM7</th>\n",
+       "      <td>563.19</td>\n",
+       "      <td>399.31</td>\n",
+       "      <td>181.15</td>\n",
+       "      <td>474.06</td>\n",
+       "      <td>429.85</td>\n",
+       "      <td>421.25</td>\n",
+       "      <td>570.99</td>\n",
+       "      <td>895.52</td>\n",
+       "      <td>665.19</td>\n",
+       "      <td>465.27</td>\n",
+       "      <td>...</td>\n",
+       "      <td>942.87</td>\n",
+       "      <td>517.53</td>\n",
+       "      <td>2444.26</td>\n",
+       "      <td>661.07</td>\n",
+       "      <td>625.95</td>\n",
+       "      <td>634.00</td>\n",
+       "      <td>927.76</td>\n",
+       "      <td>488.35</td>\n",
+       "      <td>1139.18</td>\n",
+       "      <td>489.56</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZUFSP</th>\n",
+       "      <td>261.00</td>\n",
+       "      <td>194.00</td>\n",
+       "      <td>260.00</td>\n",
+       "      <td>359.00</td>\n",
+       "      <td>337.00</td>\n",
+       "      <td>299.00</td>\n",
+       "      <td>238.00</td>\n",
+       "      <td>268.00</td>\n",
+       "      <td>331.00</td>\n",
+       "      <td>628.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>496.00</td>\n",
+       "      <td>129.00</td>\n",
+       "      <td>121.00</td>\n",
+       "      <td>273.00</td>\n",
+       "      <td>177.00</td>\n",
+       "      <td>156.00</td>\n",
+       "      <td>424.00</td>\n",
+       "      <td>333.00</td>\n",
+       "      <td>270.00</td>\n",
+       "      <td>623.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZW10</th>\n",
+       "      <td>1250.00</td>\n",
+       "      <td>626.00</td>\n",
+       "      <td>336.00</td>\n",
+       "      <td>759.00</td>\n",
+       "      <td>700.00</td>\n",
+       "      <td>662.00</td>\n",
+       "      <td>600.00</td>\n",
+       "      <td>775.00</td>\n",
+       "      <td>1365.00</td>\n",
+       "      <td>1111.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>859.00</td>\n",
+       "      <td>1120.00</td>\n",
+       "      <td>658.00</td>\n",
+       "      <td>678.00</td>\n",
+       "      <td>296.00</td>\n",
+       "      <td>424.00</td>\n",
+       "      <td>861.00</td>\n",
+       "      <td>750.00</td>\n",
+       "      <td>576.00</td>\n",
+       "      <td>986.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZWILCH</th>\n",
+       "      <td>1206.48</td>\n",
+       "      <td>2135.68</td>\n",
+       "      <td>336.88</td>\n",
+       "      <td>953.52</td>\n",
+       "      <td>953.42</td>\n",
+       "      <td>563.18</td>\n",
+       "      <td>330.08</td>\n",
+       "      <td>859.00</td>\n",
+       "      <td>1053.86</td>\n",
+       "      <td>1125.81</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1273.79</td>\n",
+       "      <td>515.54</td>\n",
+       "      <td>261.00</td>\n",
+       "      <td>477.92</td>\n",
+       "      <td>225.00</td>\n",
+       "      <td>184.18</td>\n",
+       "      <td>1158.36</td>\n",
+       "      <td>1122.43</td>\n",
+       "      <td>289.81</td>\n",
+       "      <td>1497.71</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZWINT</th>\n",
+       "      <td>2704.00</td>\n",
+       "      <td>1775.00</td>\n",
+       "      <td>2792.00</td>\n",
+       "      <td>1616.00</td>\n",
+       "      <td>1585.00</td>\n",
+       "      <td>753.00</td>\n",
+       "      <td>659.00</td>\n",
+       "      <td>3228.00</td>\n",
+       "      <td>713.00</td>\n",
+       "      <td>1961.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1707.00</td>\n",
+       "      <td>2178.00</td>\n",
+       "      <td>403.00</td>\n",
+       "      <td>470.00</td>\n",
+       "      <td>626.00</td>\n",
+       "      <td>222.00</td>\n",
+       "      <td>1161.00</td>\n",
+       "      <td>1470.00</td>\n",
+       "      <td>433.00</td>\n",
+       "      <td>7000.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZXDA</th>\n",
+       "      <td>376.00</td>\n",
+       "      <td>110.00</td>\n",
+       "      <td>39.00</td>\n",
+       "      <td>133.00</td>\n",
+       "      <td>115.00</td>\n",
+       "      <td>117.00</td>\n",
+       "      <td>55.00</td>\n",
+       "      <td>55.00</td>\n",
+       "      <td>213.00</td>\n",
+       "      <td>291.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>134.00</td>\n",
+       "      <td>29.00</td>\n",
+       "      <td>38.00</td>\n",
+       "      <td>68.00</td>\n",
+       "      <td>25.00</td>\n",
+       "      <td>30.00</td>\n",
+       "      <td>180.00</td>\n",
+       "      <td>103.00</td>\n",
+       "      <td>54.00</td>\n",
+       "      <td>99.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZXDB</th>\n",
+       "      <td>2924.00</td>\n",
+       "      <td>825.00</td>\n",
+       "      <td>589.00</td>\n",
+       "      <td>1058.00</td>\n",
+       "      <td>997.00</td>\n",
+       "      <td>1097.00</td>\n",
+       "      <td>697.00</td>\n",
+       "      <td>547.00</td>\n",
+       "      <td>1153.00</td>\n",
+       "      <td>1748.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1282.00</td>\n",
+       "      <td>278.00</td>\n",
+       "      <td>298.00</td>\n",
+       "      <td>641.00</td>\n",
+       "      <td>283.00</td>\n",
+       "      <td>299.00</td>\n",
+       "      <td>1635.00</td>\n",
+       "      <td>723.00</td>\n",
+       "      <td>416.00</td>\n",
+       "      <td>1120.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZXDC</th>\n",
+       "      <td>4812.00</td>\n",
+       "      <td>2470.00</td>\n",
+       "      <td>848.00</td>\n",
+       "      <td>2088.00</td>\n",
+       "      <td>2467.00</td>\n",
+       "      <td>1902.00</td>\n",
+       "      <td>1213.00</td>\n",
+       "      <td>1548.00</td>\n",
+       "      <td>3143.00</td>\n",
+       "      <td>3705.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3435.00</td>\n",
+       "      <td>1255.00</td>\n",
+       "      <td>989.00</td>\n",
+       "      <td>1995.00</td>\n",
+       "      <td>581.00</td>\n",
+       "      <td>949.00</td>\n",
+       "      <td>3217.00</td>\n",
+       "      <td>2912.00</td>\n",
+       "      <td>1333.00</td>\n",
+       "      <td>2724.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZYG11A</th>\n",
+       "      <td>750.00</td>\n",
+       "      <td>365.00</td>\n",
+       "      <td>366.00</td>\n",
+       "      <td>424.00</td>\n",
+       "      <td>33.00</td>\n",
+       "      <td>27.00</td>\n",
+       "      <td>66.00</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>43.00</td>\n",
+       "      <td>100.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>185.00</td>\n",
+       "      <td>16.00</td>\n",
+       "      <td>65.00</td>\n",
+       "      <td>237.00</td>\n",
+       "      <td>59.00</td>\n",
+       "      <td>121.00</td>\n",
+       "      <td>54.00</td>\n",
+       "      <td>348.00</td>\n",
+       "      <td>87.00</td>\n",
+       "      <td>401.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZYG11B</th>\n",
+       "      <td>3506.00</td>\n",
+       "      <td>1110.00</td>\n",
+       "      <td>587.00</td>\n",
+       "      <td>1468.00</td>\n",
+       "      <td>1823.00</td>\n",
+       "      <td>1068.00</td>\n",
+       "      <td>630.00</td>\n",
+       "      <td>615.00</td>\n",
+       "      <td>3029.00</td>\n",
+       "      <td>2624.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1214.00</td>\n",
+       "      <td>773.00</td>\n",
+       "      <td>618.00</td>\n",
+       "      <td>1125.00</td>\n",
+       "      <td>294.00</td>\n",
+       "      <td>387.00</td>\n",
+       "      <td>1748.00</td>\n",
+       "      <td>1581.00</td>\n",
+       "      <td>847.00</td>\n",
+       "      <td>1648.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZYX</th>\n",
+       "      <td>10176.00</td>\n",
+       "      <td>10123.00</td>\n",
+       "      <td>6021.00</td>\n",
+       "      <td>13756.00</td>\n",
+       "      <td>9498.00</td>\n",
+       "      <td>7044.00</td>\n",
+       "      <td>5421.00</td>\n",
+       "      <td>6160.00</td>\n",
+       "      <td>13733.00</td>\n",
+       "      <td>10760.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10429.00</td>\n",
+       "      <td>7731.00</td>\n",
+       "      <td>10479.00</td>\n",
+       "      <td>11695.00</td>\n",
+       "      <td>8465.00</td>\n",
+       "      <td>13428.00</td>\n",
+       "      <td>13000.00</td>\n",
+       "      <td>11596.00</td>\n",
+       "      <td>11176.00</td>\n",
+       "      <td>9778.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZZEF1</th>\n",
+       "      <td>5498.00</td>\n",
+       "      <td>2425.00</td>\n",
+       "      <td>1040.00</td>\n",
+       "      <td>1888.00</td>\n",
+       "      <td>1955.00</td>\n",
+       "      <td>1572.00</td>\n",
+       "      <td>1732.00</td>\n",
+       "      <td>2132.00</td>\n",
+       "      <td>4287.00</td>\n",
+       "      <td>3866.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3112.00</td>\n",
+       "      <td>744.00</td>\n",
+       "      <td>1214.00</td>\n",
+       "      <td>2044.00</td>\n",
+       "      <td>708.00</td>\n",
+       "      <td>983.00</td>\n",
+       "      <td>4912.00</td>\n",
+       "      <td>3043.00</td>\n",
+       "      <td>1263.00</td>\n",
+       "      <td>1622.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ZZZ3</th>\n",
+       "      <td>3425.00</td>\n",
+       "      <td>748.00</td>\n",
+       "      <td>562.00</td>\n",
+       "      <td>1694.00</td>\n",
+       "      <td>2072.00</td>\n",
+       "      <td>1810.00</td>\n",
+       "      <td>698.00</td>\n",
+       "      <td>843.00</td>\n",
+       "      <td>3188.00</td>\n",
+       "      <td>3614.00</td>\n",
+       "      <td>...</td>\n",
+       "      <td>778.00</td>\n",
+       "      <td>534.00</td>\n",
+       "      <td>493.00</td>\n",
+       "      <td>1835.00</td>\n",
+       "      <td>364.00</td>\n",
+       "      <td>544.00</td>\n",
+       "      <td>1702.00</td>\n",
+       "      <td>2019.00</td>\n",
+       "      <td>1257.00</td>\n",
+       "      <td>1328.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>20502 rows × 1215 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        TCGA.3C.AAAU.01A.11R.A41B.07  TCGA.3C.AALI.01A.11R.A41B.07  \\\n",
+       "A1BG                          571.84                        436.55   \n",
+       "A1CF                            0.00                          0.00   \n",
+       "A2BP1                           0.00                          0.00   \n",
+       "A2LD1                         298.74                        130.32   \n",
+       "A2M                         16823.52                      13924.87   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                        750.00                        365.00   \n",
+       "ZYG11B                       3506.00                       1110.00   \n",
+       "ZYX                         10176.00                      10123.00   \n",
+       "ZZEF1                        5498.00                       2425.00   \n",
+       "ZZZ3                         3425.00                        748.00   \n",
+       "\n",
+       "        TCGA.3C.AALJ.01A.31R.A41B.07  TCGA.3C.AALK.01A.11R.A41B.07  \\\n",
+       "A1BG                          466.83                        461.69   \n",
+       "A1CF                            1.00                          0.00   \n",
+       "A2BP1                           0.00                          0.00   \n",
+       "A2LD1                         177.87                        151.08   \n",
+       "A2M                          9750.96                      26490.85   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                        366.00                        424.00   \n",
+       "ZYG11B                        587.00                       1468.00   \n",
+       "ZYX                          6021.00                      13756.00   \n",
+       "ZZEF1                        1040.00                       1888.00   \n",
+       "ZZZ3                          562.00                       1694.00   \n",
+       "\n",
+       "        TCGA.4H.AAAK.01A.12R.A41B.07  TCGA.5L.AAT0.01A.12R.A41B.07  \\\n",
+       "A1BG                          631.87                        347.38   \n",
+       "A1CF                            1.00                          0.00   \n",
+       "A2BP1                           9.00                          1.00   \n",
+       "A2LD1                         362.77                        190.14   \n",
+       "A2M                         22525.79                      21021.82   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                         33.00                         27.00   \n",
+       "ZYG11B                       1823.00                       1068.00   \n",
+       "ZYX                          9498.00                       7044.00   \n",
+       "ZZEF1                        1955.00                       1572.00   \n",
+       "ZZZ3                         2072.00                       1810.00   \n",
+       "\n",
+       "        TCGA.5L.AAT1.01A.12R.A41B.07  TCGA.5T.A9QA.01A.11R.A41B.07  \\\n",
+       "A1BG                          259.26                        600.72   \n",
+       "A1CF                            0.00                          1.00   \n",
+       "A2BP1                           0.00                          1.00   \n",
+       "A2LD1                         125.12                        446.68   \n",
+       "A2M                         18903.93                       6084.91   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                         66.00                          4.00   \n",
+       "ZYG11B                        630.00                        615.00   \n",
+       "ZYX                          5421.00                       6160.00   \n",
+       "ZZEF1                        1732.00                       2132.00   \n",
+       "ZZZ3                          698.00                        843.00   \n",
+       "\n",
+       "        TCGA.A1.A0SB.01A.11R.A144.07  TCGA.A1.A0SD.01A.11R.A115.07  ...  \\\n",
+       "A1BG                          109.21                        430.13  ...   \n",
+       "A1CF                            0.00                          0.00  ...   \n",
+       "A2BP1                          10.00                          1.00  ...   \n",
+       "A2LD1                          84.12                        202.11  ...   \n",
+       "A2M                         70203.92                      71921.78  ...   \n",
+       "...                              ...                           ...  ...   \n",
+       "ZYG11A                         43.00                        100.00  ...   \n",
+       "ZYG11B                       3029.00                       2624.00  ...   \n",
+       "ZYX                         13733.00                      10760.00  ...   \n",
+       "ZZEF1                        4287.00                       3866.00  ...   \n",
+       "ZZZ3                         3188.00                       3614.00  ...   \n",
+       "\n",
+       "        TCGA.UL.AAZ6.01A.11R.A41B.07  TCGA.UU.A93S.01A.21R.A41B.07  \\\n",
+       "A1BG                          110.60                        444.97   \n",
+       "A1CF                            1.00                          0.00   \n",
+       "A2BP1                           0.00                          0.00   \n",
+       "A2LD1                         473.07                        311.08   \n",
+       "A2M                         11632.72                       4878.98   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                        185.00                         16.00   \n",
+       "ZYG11B                       1214.00                        773.00   \n",
+       "ZYX                         10429.00                       7731.00   \n",
+       "ZZEF1                        3112.00                        744.00   \n",
+       "ZZZ3                          778.00                        534.00   \n",
+       "\n",
+       "        TCGA.V7.A7HQ.01A.11R.A33J.07  TCGA.W8.A86G.01A.21R.A36F.07  \\\n",
+       "A1BG                         1675.86                       1123.11   \n",
+       "A1CF                            0.00                          1.00   \n",
+       "A2BP1                           1.00                         11.00   \n",
+       "A2LD1                         203.27                        125.82   \n",
+       "A2M                         13074.10                      38610.76   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                         65.00                        237.00   \n",
+       "ZYG11B                        618.00                       1125.00   \n",
+       "ZYX                         10479.00                      11695.00   \n",
+       "ZZEF1                        1214.00                       2044.00   \n",
+       "ZZZ3                          493.00                       1835.00   \n",
+       "\n",
+       "        TCGA.WT.AB41.01A.11R.A41B.07  TCGA.WT.AB44.01A.11R.A41B.07  \\\n",
+       "A1BG                          151.92                        578.62   \n",
+       "A1CF                            0.00                          0.00   \n",
+       "A2BP1                           6.00                          0.00   \n",
+       "A2LD1                         395.69                         75.79   \n",
+       "A2M                         12148.67                       6641.28   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                         59.00                        121.00   \n",
+       "ZYG11B                        294.00                        387.00   \n",
+       "ZYX                          8465.00                      13428.00   \n",
+       "ZZEF1                         708.00                        983.00   \n",
+       "ZZZ3                          364.00                        544.00   \n",
+       "\n",
+       "        TCGA.XX.A899.01A.11R.A36F.07  TCGA.XX.A89A.01A.11R.A36F.07  \\\n",
+       "A1BG                          566.98                        540.12   \n",
+       "A1CF                            0.00                          5.00   \n",
+       "A2BP1                           1.00                          3.00   \n",
+       "A2LD1                         333.32                        169.21   \n",
+       "A2M                         51685.84                      36189.77   \n",
+       "...                              ...                           ...   \n",
+       "ZYG11A                         54.00                        348.00   \n",
+       "ZYG11B                       1748.00                       1581.00   \n",
+       "ZYX                         13000.00                      11596.00   \n",
+       "ZZEF1                        4912.00                       3043.00   \n",
+       "ZZZ3                         1702.00                       2019.00   \n",
+       "\n",
+       "        TCGA.Z7.A8R5.01A.42R.A41B.07  TCGA.Z7.A8R6.01A.11R.A41B.07  \n",
+       "A1BG                          735.86                        713.63  \n",
+       "A1CF                            0.00                          0.00  \n",
+       "A2BP1                           1.00                          0.00  \n",
+       "A2LD1                         136.11                         72.38  \n",
+       "A2M                         61673.21                      21090.94  \n",
+       "...                              ...                           ...  \n",
+       "ZYG11A                         87.00                        401.00  \n",
+       "ZYG11B                        847.00                       1648.00  \n",
+       "ZYX                         11176.00                       9778.00  \n",
+       "ZZEF1                        1263.00                       1622.00  \n",
+       "ZZZ3                         1257.00                       1328.00  \n",
+       "\n",
+       "[20502 rows x 1215 columns]"
+      ]
+     },
+     "execution_count": 143,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df1"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Mixture/Mixture.egg-info/PKG-INFO b/Mixture/Mixture.egg-info/PKG-INFO
index 13bb06d..ae1b474 100644
--- a/Mixture/Mixture.egg-info/PKG-INFO
+++ b/Mixture/Mixture.egg-info/PKG-INFO
@@ -1,6 +1,6 @@
 Metadata-Version: 1.0
 Name: Mixture
-Version: 0.5
+Version: 0.7
 Summary: Mixture for Py
 Home-page: https://github.com/MsMatias/MixturePy
 Author: Mixture
diff --git a/Mixture/Mixture.egg-info/requires.txt b/Mixture/Mixture.egg-info/requires.txt
index 9b20b87..acaea69 100644
--- a/Mixture/Mixture.egg-info/requires.txt
+++ b/Mixture/Mixture.egg-info/requires.txt
@@ -1,4 +1,6 @@
-pandas
+joblib
 numpy
-sklearn
-rpy2
+openpyxl
+pandas
+scikit-learn
+xlrd
diff --git a/Mixture/build/lib/Mixture/Utils.py b/Mixture/build/lib/Mixture/Utils.py
index 0d61302..2a6efc4 100644
--- a/Mixture/build/lib/Mixture/Utils.py
+++ b/Mixture/build/lib/Mixture/Utils.py
@@ -27,6 +27,7 @@ def generateXlsx (result, pValues, nameFile):
         with pd.ExcelWriter( nameFile + '.xlsx') as writer:
             result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
             result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
-            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')        
-            pValues.to_excel(writer, sheet_name='Pvalues')
+            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')
+            if pValues is not None:
+                pValues.to_excel(writer, sheet_name='Pvalues')
             result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
diff --git a/Mixture/build/lib/Mixture/__init__.py b/Mixture/build/lib/Mixture/__init__.py
index 45c1978..c3c1b6b 100644
--- a/Mixture/build/lib/Mixture/__init__.py
+++ b/Mixture/build/lib/Mixture/__init__.py
@@ -35,42 +35,55 @@ def Mixture (X, Y, cores = 1, iter = 100, nameFile = 'output'):
   
     matRand = list()
 
-    print('Creating population (Count: ' + str(iter) + ')...')
+    if iter > 0:
 
-    matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
+        print('Creating population (Count: ' + str(iter) + ')...')
 
-    #for i in range(iter):
-    #    matRand.append(Utils.sampleRandom(Y, i, 1))
+        matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
 
-    print('Finish creating population')
+        #for i in range(iter):
+        #    matRand.append(Utils.sampleRandom(Y, i, 1))
 
-    matRand = map(list, zip(*matRand))
-    matRand = pd.DataFrame(matRand, Y['Gene symbol'])
-    matRand.reset_index(drop=True, inplace=True)
-    matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
+        print('Finish creating population')
 
-    print('Finish')
+        matRand = map(list, zip(*matRand))
+        matRand = pd.DataFrame(matRand, Y['Gene symbol'])
+        matRand.reset_index(drop=True, inplace=True)
+        matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
 
-    print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
-    # Run Mixer Function with Random Matrix
-    outMix = Mixer(X, matRand, cores)
+        print('Finish')
 
-    #geneList = pd.DataFrame(geneList)
+        print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
+        # Run Mixer Function with Random Matrix
+        outMix = Mixer(X, matRand, cores)
 
-    result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
+        #geneList = pd.DataFrame(geneList)
 
-    result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+        result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
 
-    pValues = list()
-    
-    pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
-    pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
-    
-    print('Finish')
+        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+
+        pValues = list()
+
+        pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
+        pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
+
+        print('Finish')
+
+        Utils.generateXlsx (result, pValues, nameFile)
+
+        return result, pValues
+    else:
+        
+        result = pd.DataFrame([orig, geneList], ['Subjects', 'usedGenes']).T
+
+        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
+        
+        print('Finish')
 
-    Utils.generateXlsx (result, pValues, nameFile)
+        Utils.generateXlsx (result, None, nameFile)
 
-    return result, pValues
+        return result, None
 
 
 
diff --git a/NewmanFL TIL10.ipynb b/NewmanFL TIL10.ipynb
index 6bef8f8..8859dfc 100644
--- a/NewmanFL TIL10.ipynb	
+++ b/NewmanFL TIL10.ipynb	
@@ -2,9 +2,103 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 35,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "ERROR:root:Internal Python error in the inspect module.\n",
+      "Below is the traceback from this internal error.\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 3326, in run_code\n",
+      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
+      "  File \"<ipython-input-35-56a170eac394>\", line 5, in <module>\n",
+      "    import Mixture\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/__init__.py\", line 7, in <module>\n",
+      "    from Mixture.Mixer import Mixer\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/Mixer.py\", line 8, in <module>\n",
+      "    from Mixture.nuSvmRobust import nuSvmRobust\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/nuSvmRobust.py\", line 12, in <module>\n",
+      "    from Mixture import tuneSvmForDeconv\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/tuneSvmForDeconv.py\", line 8, in <module>\n",
+      "    from sklearn.svm import NuSVR\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/__init__.py\", line 13, in <module>\n",
+      "    from .classes import SVC, NuSVC, SVR, NuSVR, OneClassSVM, LinearSVC, \\\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/classes.py\", line 4, in <module>\n",
+      "    from .base import _fit_liblinear, BaseSVC, BaseLibSVM\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/base.py\", line 9, in <module>\n",
+      "    from ..preprocessing import LabelEncoder\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/__init__.py\", line 6, in <module>\n",
+      "    from ._function_transformer import FunctionTransformer\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/_function_transformer.py\", line 5, in <module>\n",
+      "    from ..utils.testing import assert_allclose_dense_sparse\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/utils/testing.py\", line 718, in <module>\n",
+      "    import pytest\n",
+      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
+      "    from _pytest.fixtures import fixture, yield_fixture\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
+      "    class FixtureFunctionMarker(object):\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
+      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
+      "TypeError: attrib() got an unexpected keyword argument 'convert'\n",
+      "\n",
+      "During handling of the above exception, another exception occurred:\n",
+      "\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 2040, in showtraceback\n",
+      "    stb = value._render_traceback_()\n",
+      "AttributeError: 'TypeError' object has no attribute '_render_traceback_'\n",
+      "\n",
+      "During handling of the above exception, another exception occurred:\n",
+      "\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 1101, in get_records\n",
+      "    return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 319, in wrapped\n",
+      "    return f(*args, **kwargs)\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 353, in _fixed_getinnerframes\n",
+      "    records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 1490, in getinnerframes\n",
+      "    frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 1448, in getframeinfo\n",
+      "    filename = getsourcefile(frame) or getfile(frame)\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 696, in getsourcefile\n",
+      "    if getattr(getmodule(object, filename), '__loader__', None) is not None:\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 733, in getmodule\n",
+      "    if ismodule(module) and hasattr(module, '__file__'):\n",
+      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 195, in __getattribute__\n",
+      "    return getattr(getmod(), name)\n",
+      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 179, in getmod\n",
+      "    x = importobj(modpath, None)\n",
+      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 69, in importobj\n",
+      "    module = __import__(modpath, None, None, ['__doc__'])\n",
+      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
+      "    from _pytest.fixtures import fixture, yield_fixture\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
+      "    class FixtureFunctionMarker(object):\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
+      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
+      "TypeError: attrib() got an unexpected keyword argument 'convert'\n"
+     ]
+    },
+    {
+     "ename": "TypeError",
+     "evalue": "attrib() got an unexpected keyword argument 'convert'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "import pandas as pd\n",
     "import numpy as np\n",
@@ -913,7 +1007,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/Test Beta List.ipynb b/Test Beta List.ipynb
index 3b02bd2..9d9cadd 100644
--- a/Test Beta List.ipynb	
+++ b/Test Beta List.ipynb	
@@ -2,9 +2,103 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 22,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "ERROR:root:Internal Python error in the inspect module.\n",
+      "Below is the traceback from this internal error.\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 3326, in run_code\n",
+      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
+      "  File \"<ipython-input-22-56a170eac394>\", line 5, in <module>\n",
+      "    import Mixture\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/__init__.py\", line 7, in <module>\n",
+      "    from Mixture.Mixer import Mixer\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/Mixer.py\", line 8, in <module>\n",
+      "    from Mixture.nuSvmRobust import nuSvmRobust\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/nuSvmRobust.py\", line 12, in <module>\n",
+      "    from Mixture import tuneSvmForDeconv\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/tuneSvmForDeconv.py\", line 8, in <module>\n",
+      "    from sklearn.svm import NuSVR\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/__init__.py\", line 13, in <module>\n",
+      "    from .classes import SVC, NuSVC, SVR, NuSVR, OneClassSVM, LinearSVC, \\\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/classes.py\", line 4, in <module>\n",
+      "    from .base import _fit_liblinear, BaseSVC, BaseLibSVM\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/base.py\", line 9, in <module>\n",
+      "    from ..preprocessing import LabelEncoder\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/__init__.py\", line 6, in <module>\n",
+      "    from ._function_transformer import FunctionTransformer\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/_function_transformer.py\", line 5, in <module>\n",
+      "    from ..utils.testing import assert_allclose_dense_sparse\n",
+      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/utils/testing.py\", line 718, in <module>\n",
+      "    import pytest\n",
+      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
+      "    from _pytest.fixtures import fixture, yield_fixture\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
+      "    class FixtureFunctionMarker(object):\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
+      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
+      "TypeError: attrib() got an unexpected keyword argument 'convert'\n",
+      "\n",
+      "During handling of the above exception, another exception occurred:\n",
+      "\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 2040, in showtraceback\n",
+      "    stb = value._render_traceback_()\n",
+      "AttributeError: 'TypeError' object has no attribute '_render_traceback_'\n",
+      "\n",
+      "During handling of the above exception, another exception occurred:\n",
+      "\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 1101, in get_records\n",
+      "    return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 319, in wrapped\n",
+      "    return f(*args, **kwargs)\n",
+      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 353, in _fixed_getinnerframes\n",
+      "    records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 1490, in getinnerframes\n",
+      "    frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 1448, in getframeinfo\n",
+      "    filename = getsourcefile(frame) or getfile(frame)\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 696, in getsourcefile\n",
+      "    if getattr(getmodule(object, filename), '__loader__', None) is not None:\n",
+      "  File \"/usr/lib/python3.6/inspect.py\", line 733, in getmodule\n",
+      "    if ismodule(module) and hasattr(module, '__file__'):\n",
+      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 195, in __getattribute__\n",
+      "    return getattr(getmod(), name)\n",
+      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 179, in getmod\n",
+      "    x = importobj(modpath, None)\n",
+      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 69, in importobj\n",
+      "    module = __import__(modpath, None, None, ['__doc__'])\n",
+      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
+      "    from _pytest.fixtures import fixture, yield_fixture\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
+      "    class FixtureFunctionMarker(object):\n",
+      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
+      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
+      "TypeError: attrib() got an unexpected keyword argument 'convert'\n"
+     ]
+    },
+    {
+     "ename": "TypeError",
+     "evalue": "attrib() got an unexpected keyword argument 'convert'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m"
+     ]
+    }
+   ],
    "source": [
     "import pandas as pd\n",
     "import numpy as np\n",
@@ -200,7 +294,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/Test read rds.ipynb b/Test read rds.ipynb
index 740f669..29ea59d 100644
--- a/Test read rds.ipynb	
+++ b/Test read rds.ipynb	
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -17,1662 +17,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df = readRDS('./data/betas.list.rds')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    df = robjects.conversion.rpy2py(df)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector = [x[2] for x in df]\n",
-    "vector.insert(0, df[0][2].rownames)\n",
-    "columns = ['V' + str(x+1) for x in range(len(df))]\n",
-    "columns.insert(0, 'Gene Symbol')\n",
-    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene Symbol</th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>ABCB4</td>\n",
-       "      <td>8.94550878668857</td>\n",
-       "      <td>142.07247769118942</td>\n",
-       "      <td>71.09528583020301</td>\n",
-       "      <td>8.04453183554728</td>\n",
-       "      <td>253.83092743729281</td>\n",
-       "      <td>43.75265168499264</td>\n",
-       "      <td>47.582159616833984</td>\n",
-       "      <td>7.830237874414509</td>\n",
-       "      <td>15.211115396090932</td>\n",
-       "      <td>...</td>\n",
-       "      <td>84.8649429540784</td>\n",
-       "      <td>54.94274641979895</td>\n",
-       "      <td>11.458126677645915</td>\n",
-       "      <td>12.56266481149185</td>\n",
-       "      <td>11.183132674702401</td>\n",
-       "      <td>111.09285936838484</td>\n",
-       "      <td>8.882520216101987</td>\n",
-       "      <td>152.6049246512043</td>\n",
-       "      <td>16.70459485303796</td>\n",
-       "      <td>58.549290357489475</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>ABCB9</td>\n",
-       "      <td>21.45586281538824</td>\n",
-       "      <td>25.912689126513357</td>\n",
-       "      <td>32.46042867853363</td>\n",
-       "      <td>27.940754993809684</td>\n",
-       "      <td>30.65918715092691</td>\n",
-       "      <td>59.30972907326787</td>\n",
-       "      <td>62.014366490418226</td>\n",
-       "      <td>73.31052303831139</td>\n",
-       "      <td>42.817620728599664</td>\n",
-       "      <td>...</td>\n",
-       "      <td>138.6529206714244</td>\n",
-       "      <td>65.2806645865194</td>\n",
-       "      <td>39.721962826433085</td>\n",
-       "      <td>27.828249939277704</td>\n",
-       "      <td>73.52897586763609</td>\n",
-       "      <td>113.49862642344873</td>\n",
-       "      <td>26.065735899744027</td>\n",
-       "      <td>37.998119544014855</td>\n",
-       "      <td>29.61507586524599</td>\n",
-       "      <td>69.97410133023344</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>ACAP1</td>\n",
-       "      <td>305.8003680836939</td>\n",
-       "      <td>305.7011755433671</td>\n",
-       "      <td>440.24637502677797</td>\n",
-       "      <td>1078.154314765017</td>\n",
-       "      <td>354.591811381878</td>\n",
-       "      <td>394.696046329347</td>\n",
-       "      <td>449.84915217440215</td>\n",
-       "      <td>738.4595917847764</td>\n",
-       "      <td>93.28662497059479</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1017.0174361071786</td>\n",
-       "      <td>638.8699167341401</td>\n",
-       "      <td>1278.3166669167126</td>\n",
-       "      <td>463.63779295489707</td>\n",
-       "      <td>410.9647067888013</td>\n",
-       "      <td>264.9470108659395</td>\n",
-       "      <td>300.68062599282007</td>\n",
-       "      <td>570.847867425938</td>\n",
-       "      <td>535.4805442367293</td>\n",
-       "      <td>373.98597191723155</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>ACHE</td>\n",
-       "      <td>65.86390924753424</td>\n",
-       "      <td>32.63294205484826</td>\n",
-       "      <td>200.34410114376536</td>\n",
-       "      <td>25.5184501007803</td>\n",
-       "      <td>15.576947985150827</td>\n",
-       "      <td>15.815798545366984</td>\n",
-       "      <td>475.5186683145439</td>\n",
-       "      <td>18.80856956287905</td>\n",
-       "      <td>16.28632521753172</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.61200725492056</td>\n",
-       "      <td>15.661439282079208</td>\n",
-       "      <td>23.686099960771195</td>\n",
-       "      <td>27.33039557255109</td>\n",
-       "      <td>21.75984246910395</td>\n",
-       "      <td>222.13296240482973</td>\n",
-       "      <td>26.807785157589898</td>\n",
-       "      <td>24.270998245201312</td>\n",
-       "      <td>49.76659613721011</td>\n",
-       "      <td>18.725972235710486</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>ACP5</td>\n",
-       "      <td>1764.1733647123567</td>\n",
-       "      <td>736.8503111610072</td>\n",
-       "      <td>2243.2531217404157</td>\n",
-       "      <td>708.548176187372</td>\n",
-       "      <td>489.9613990953276</td>\n",
-       "      <td>5264.979864788175</td>\n",
-       "      <td>5558.314220603605</td>\n",
-       "      <td>3516.6491801234874</td>\n",
-       "      <td>284.8608887091761</td>\n",
-       "      <td>...</td>\n",
-       "      <td>715.2774195341686</td>\n",
-       "      <td>6588.323312547915</td>\n",
-       "      <td>624.9081346449464</td>\n",
-       "      <td>385.42599323893387</td>\n",
-       "      <td>717.2746835789728</td>\n",
-       "      <td>3382.4459492497986</td>\n",
-       "      <td>410.80694034197325</td>\n",
-       "      <td>5143.9516260668925</td>\n",
-       "      <td>1234.7556251279702</td>\n",
-       "      <td>6168.356859508089</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>ADAM28</td>\n",
-       "      <td>384.2786274423883</td>\n",
-       "      <td>495.9118900622092</td>\n",
-       "      <td>366.19819264513296</td>\n",
-       "      <td>41.17139171520163</td>\n",
-       "      <td>923.5974399348192</td>\n",
-       "      <td>185.9680636014652</td>\n",
-       "      <td>122.76580767472802</td>\n",
-       "      <td>74.29290478839991</td>\n",
-       "      <td>130.37125853684356</td>\n",
-       "      <td>...</td>\n",
-       "      <td>377.93998579338154</td>\n",
-       "      <td>30.111719071728363</td>\n",
-       "      <td>102.39805500601929</td>\n",
-       "      <td>84.97629303261478</td>\n",
-       "      <td>317.97678629492265</td>\n",
-       "      <td>473.6375458564438</td>\n",
-       "      <td>21.26647001350862</td>\n",
-       "      <td>639.5883303020468</td>\n",
-       "      <td>241.78426262821347</td>\n",
-       "      <td>60.08929122783506</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>ADAMDEC1</td>\n",
-       "      <td>613.2793075278353</td>\n",
-       "      <td>729.3083571529971</td>\n",
-       "      <td>1924.2652885866396</td>\n",
-       "      <td>162.34121032788238</td>\n",
-       "      <td>401.0550621822089</td>\n",
-       "      <td>218.2024019644433</td>\n",
-       "      <td>3063.920754275491</td>\n",
-       "      <td>1070.8962221273175</td>\n",
-       "      <td>1029.702640377484</td>\n",
-       "      <td>...</td>\n",
-       "      <td>228.00567313919026</td>\n",
-       "      <td>111.80467799278306</td>\n",
-       "      <td>171.4656232736872</td>\n",
-       "      <td>204.91529619078094</td>\n",
-       "      <td>360.44455213940677</td>\n",
-       "      <td>1503.7107514006777</td>\n",
-       "      <td>163.62475079149775</td>\n",
-       "      <td>1896.617049526963</td>\n",
-       "      <td>828.1276973269919</td>\n",
-       "      <td>344.83418014450086</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>ADAMTS3</td>\n",
-       "      <td>57.485602114303596</td>\n",
-       "      <td>180.8419756949069</td>\n",
-       "      <td>166.3559678284014</td>\n",
-       "      <td>60.81505647734835</td>\n",
-       "      <td>277.7693412116771</td>\n",
-       "      <td>126.11707554601571</td>\n",
-       "      <td>48.573124942843435</td>\n",
-       "      <td>65.01932603585642</td>\n",
-       "      <td>563.1554795020025</td>\n",
-       "      <td>...</td>\n",
-       "      <td>173.58235953182685</td>\n",
-       "      <td>41.36532991810506</td>\n",
-       "      <td>100.91792705002834</td>\n",
-       "      <td>99.59784893042666</td>\n",
-       "      <td>143.78650952009784</td>\n",
-       "      <td>71.11921170323632</td>\n",
-       "      <td>61.25089144971065</td>\n",
-       "      <td>85.2475495406572</td>\n",
-       "      <td>175.85034449271697</td>\n",
-       "      <td>116.16401657889527</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>ADRB2</td>\n",
-       "      <td>1121.5380698803122</td>\n",
-       "      <td>1121.6946622921348</td>\n",
-       "      <td>1543.2016512554728</td>\n",
-       "      <td>1035.6975836026857</td>\n",
-       "      <td>1773.1652506058476</td>\n",
-       "      <td>809.0927755504631</td>\n",
-       "      <td>363.5489145046405</td>\n",
-       "      <td>287.57238820410373</td>\n",
-       "      <td>4007.660932716798</td>\n",
-       "      <td>...</td>\n",
-       "      <td>853.2621611010159</td>\n",
-       "      <td>132.33415876979632</td>\n",
-       "      <td>482.8250355829002</td>\n",
-       "      <td>1424.0180118666606</td>\n",
-       "      <td>1828.179154640588</td>\n",
-       "      <td>693.0416951943682</td>\n",
-       "      <td>1620.9042823820796</td>\n",
-       "      <td>610.4384858950855</td>\n",
-       "      <td>1088.03568554642</td>\n",
-       "      <td>776.2289337602033</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>AIF1</td>\n",
-       "      <td>47.9380687991746</td>\n",
-       "      <td>525.1687671130055</td>\n",
-       "      <td>886.1933614323967</td>\n",
-       "      <td>443.1058162810676</td>\n",
-       "      <td>582.6086592070194</td>\n",
-       "      <td>2645.1372657281067</td>\n",
-       "      <td>1565.4963763169367</td>\n",
-       "      <td>2602.292075765333</td>\n",
-       "      <td>1787.4477313298903</td>\n",
-       "      <td>...</td>\n",
-       "      <td>671.1561226831001</td>\n",
-       "      <td>1482.9222026275438</td>\n",
-       "      <td>3222.647130179445</td>\n",
-       "      <td>4092.7860616626813</td>\n",
-       "      <td>601.4745605790089</td>\n",
-       "      <td>755.1034346185752</td>\n",
-       "      <td>732.0272038009225</td>\n",
-       "      <td>1581.493136702176</td>\n",
-       "      <td>2258.297299251683</td>\n",
-       "      <td>2706.1805447842426</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>AIM2</td>\n",
-       "      <td>1475.594386851213</td>\n",
-       "      <td>896.9894621162189</td>\n",
-       "      <td>671.5669634658501</td>\n",
-       "      <td>569.6975040049479</td>\n",
-       "      <td>237.60733327094863</td>\n",
-       "      <td>1005.76374263968</td>\n",
-       "      <td>1203.4138374000413</td>\n",
-       "      <td>610.4919259805706</td>\n",
-       "      <td>82.28898805948252</td>\n",
-       "      <td>...</td>\n",
-       "      <td>331.1181628807226</td>\n",
-       "      <td>695.0131277907902</td>\n",
-       "      <td>560.8933132000059</td>\n",
-       "      <td>632.2139461314162</td>\n",
-       "      <td>1013.303740426728</td>\n",
-       "      <td>810.5701925855484</td>\n",
-       "      <td>1391.7542374398743</td>\n",
-       "      <td>226.81928311408652</td>\n",
-       "      <td>1050.7661059966758</td>\n",
-       "      <td>281.7429048518113</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>ALOX15</td>\n",
-       "      <td>22.638791036880733</td>\n",
-       "      <td>11.878443672239978</td>\n",
-       "      <td>52.91382612928284</td>\n",
-       "      <td>16.74569920625304</td>\n",
-       "      <td>11.845910905129404</td>\n",
-       "      <td>1002.677467070874</td>\n",
-       "      <td>935.7556961507324</td>\n",
-       "      <td>14.778747521959302</td>\n",
-       "      <td>10.96658588431682</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14.946040631004674</td>\n",
-       "      <td>1310.1188577564635</td>\n",
-       "      <td>26.320769231571504</td>\n",
-       "      <td>23.525283504609146</td>\n",
-       "      <td>49.259196159698625</td>\n",
-       "      <td>525.485471395105</td>\n",
-       "      <td>11.33082736433182</td>\n",
-       "      <td>115.20855775229556</td>\n",
-       "      <td>21.664088175473267</td>\n",
-       "      <td>1255.850107414709</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>ALOX5</td>\n",
-       "      <td>713.4876598034396</td>\n",
-       "      <td>635.3226174907386</td>\n",
-       "      <td>630.8547648703081</td>\n",
-       "      <td>231.18622261623057</td>\n",
-       "      <td>1038.8725266620004</td>\n",
-       "      <td>721.0067546641477</td>\n",
-       "      <td>105.35276466570323</td>\n",
-       "      <td>919.2089257453468</td>\n",
-       "      <td>623.2262200398607</td>\n",
-       "      <td>...</td>\n",
-       "      <td>428.7234150287265</td>\n",
-       "      <td>72.41193097229879</td>\n",
-       "      <td>1564.7104222956734</td>\n",
-       "      <td>1879.907168411435</td>\n",
-       "      <td>781.9406791204296</td>\n",
-       "      <td>569.7536092220108</td>\n",
-       "      <td>311.95489433092996</td>\n",
-       "      <td>997.0216164958023</td>\n",
-       "      <td>1355.8054807734043</td>\n",
-       "      <td>657.58815140711</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>AMPD1</td>\n",
-       "      <td>100.77745875514024</td>\n",
-       "      <td>117.96177777421867</td>\n",
-       "      <td>91.95111141489599</td>\n",
-       "      <td>86.0733828032595</td>\n",
-       "      <td>156.91781625085812</td>\n",
-       "      <td>93.0554222158272</td>\n",
-       "      <td>74.1697332157297</td>\n",
-       "      <td>276.5833651497504</td>\n",
-       "      <td>63.06964254711745</td>\n",
-       "      <td>...</td>\n",
-       "      <td>587.0183969427482</td>\n",
-       "      <td>69.75434127317502</td>\n",
-       "      <td>127.69807688467895</td>\n",
-       "      <td>148.75003627036273</td>\n",
-       "      <td>336.02262432545035</td>\n",
-       "      <td>449.19470491140663</td>\n",
-       "      <td>98.60183783368431</td>\n",
-       "      <td>129.2055140667967</td>\n",
-       "      <td>121.01103583367427</td>\n",
-       "      <td>100.26378013097036</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>ANGPT4</td>\n",
-       "      <td>15.958056755375331</td>\n",
-       "      <td>44.03087196311456</td>\n",
-       "      <td>38.060895342553785</td>\n",
-       "      <td>48.98295287379265</td>\n",
-       "      <td>31.48102997347779</td>\n",
-       "      <td>42.15250020343466</td>\n",
-       "      <td>20.440827056540503</td>\n",
-       "      <td>60.268422094061506</td>\n",
-       "      <td>32.668727511646125</td>\n",
-       "      <td>...</td>\n",
-       "      <td>58.77441983384821</td>\n",
-       "      <td>64.00375213816305</td>\n",
-       "      <td>32.15733545293757</td>\n",
-       "      <td>32.43080794479283</td>\n",
-       "      <td>44.45661940027234</td>\n",
-       "      <td>44.291922911428905</td>\n",
-       "      <td>53.09198843417582</td>\n",
-       "      <td>26.430041725625298</td>\n",
-       "      <td>27.497910367070723</td>\n",
-       "      <td>29.521950734707954</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>ANKRD55</td>\n",
-       "      <td>133.35442777311022</td>\n",
-       "      <td>201.67913982402814</td>\n",
-       "      <td>374.016410622737</td>\n",
-       "      <td>404.11419797678013</td>\n",
-       "      <td>281.72674250509107</td>\n",
-       "      <td>386.2493217651667</td>\n",
-       "      <td>111.59068678955268</td>\n",
-       "      <td>727.2727891380632</td>\n",
-       "      <td>135.77423927095072</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1081.5427788844954</td>\n",
-       "      <td>642.9566045786087</td>\n",
-       "      <td>273.1920139830856</td>\n",
-       "      <td>315.09829469779066</td>\n",
-       "      <td>247.28381372764505</td>\n",
-       "      <td>306.6416747391718</td>\n",
-       "      <td>143.55504896893575</td>\n",
-       "      <td>337.662200027048</td>\n",
-       "      <td>217.0939770317358</td>\n",
-       "      <td>243.24596460882782</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>APOBEC3A</td>\n",
-       "      <td>862.9694310738864</td>\n",
-       "      <td>286.70956918974497</td>\n",
-       "      <td>810.1573753563101</td>\n",
-       "      <td>316.39957459032485</td>\n",
-       "      <td>80.97995418909625</td>\n",
-       "      <td>435.2045017042268</td>\n",
-       "      <td>1880.3753989137845</td>\n",
-       "      <td>1256.1087003006214</td>\n",
-       "      <td>58.16266425999429</td>\n",
-       "      <td>...</td>\n",
-       "      <td>99.97631498154881</td>\n",
-       "      <td>87.75071789313688</td>\n",
-       "      <td>2879.490584984863</td>\n",
-       "      <td>3547.4177019821336</td>\n",
-       "      <td>303.99666563137146</td>\n",
-       "      <td>1223.0749011772027</td>\n",
-       "      <td>497.683673333017</td>\n",
-       "      <td>288.152931908356</td>\n",
-       "      <td>2072.362513728801</td>\n",
-       "      <td>994.7020536173249</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>APOBEC3G</td>\n",
-       "      <td>4013.36570805894</td>\n",
-       "      <td>1243.5861292047337</td>\n",
-       "      <td>1462.504954414466</td>\n",
-       "      <td>2564.9619231081574</td>\n",
-       "      <td>1342.6718639923881</td>\n",
-       "      <td>516.5142828556736</td>\n",
-       "      <td>815.7725660215746</td>\n",
-       "      <td>529.5935000106398</td>\n",
-       "      <td>520.1310022949352</td>\n",
-       "      <td>...</td>\n",
-       "      <td>800.959297603623</td>\n",
-       "      <td>304.2224710731514</td>\n",
-       "      <td>715.6602955491878</td>\n",
-       "      <td>2538.826792661572</td>\n",
-       "      <td>3099.2345335288173</td>\n",
-       "      <td>1399.110662161523</td>\n",
-       "      <td>4102.240264492116</td>\n",
-       "      <td>656.1607206413755</td>\n",
-       "      <td>748.2036584213492</td>\n",
-       "      <td>815.761148843913</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>APOL3</td>\n",
-       "      <td>891.2883318897524</td>\n",
-       "      <td>669.2498422903548</td>\n",
-       "      <td>1874.935455514743</td>\n",
-       "      <td>889.3834686281762</td>\n",
-       "      <td>576.3780926028182</td>\n",
-       "      <td>414.46308504437076</td>\n",
-       "      <td>3898.3221115263145</td>\n",
-       "      <td>502.548586560652</td>\n",
-       "      <td>205.29238417840887</td>\n",
-       "      <td>...</td>\n",
-       "      <td>709.9044236832189</td>\n",
-       "      <td>292.1871698582227</td>\n",
-       "      <td>538.8907661457622</td>\n",
-       "      <td>553.4499080559185</td>\n",
-       "      <td>717.250629140239</td>\n",
-       "      <td>1919.525120929344</td>\n",
-       "      <td>1155.04571259385</td>\n",
-       "      <td>366.4488843954487</td>\n",
-       "      <td>417.66798772437295</td>\n",
-       "      <td>542.4051680509283</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>APOL6</td>\n",
-       "      <td>112.46442674607317</td>\n",
-       "      <td>33.76362694755524</td>\n",
-       "      <td>168.6914140924849</td>\n",
-       "      <td>10.244820849309185</td>\n",
-       "      <td>16.909179911724554</td>\n",
-       "      <td>11.019340809972665</td>\n",
-       "      <td>337.10287304762</td>\n",
-       "      <td>11.90355449952919</td>\n",
-       "      <td>17.802151688525804</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.718361342725752</td>\n",
-       "      <td>8.055002764081452</td>\n",
-       "      <td>16.290474374924422</td>\n",
-       "      <td>15.152123507651373</td>\n",
-       "      <td>69.00699699033314</td>\n",
-       "      <td>156.3032141053448</td>\n",
-       "      <td>25.915049227254055</td>\n",
-       "      <td>12.3356830656829</td>\n",
-       "      <td>37.549397387839015</td>\n",
-       "      <td>10.472363221619592</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>AQP9</td>\n",
-       "      <td>443.61699940300974</td>\n",
-       "      <td>702.3833854088912</td>\n",
-       "      <td>1287.5661934143282</td>\n",
-       "      <td>100.92661300235407</td>\n",
-       "      <td>188.66733035155954</td>\n",
-       "      <td>768.6305669586253</td>\n",
-       "      <td>1966.1400607674902</td>\n",
-       "      <td>3483.0093852487944</td>\n",
-       "      <td>1040.2166150100425</td>\n",
-       "      <td>...</td>\n",
-       "      <td>99.65387590325572</td>\n",
-       "      <td>517.8759364219225</td>\n",
-       "      <td>7054.951262471773</td>\n",
-       "      <td>8041.927045333306</td>\n",
-       "      <td>307.2262663976957</td>\n",
-       "      <td>992.1579098374276</td>\n",
-       "      <td>129.31693948479992</td>\n",
-       "      <td>1414.5043511644049</td>\n",
-       "      <td>4699.604062847734</td>\n",
-       "      <td>3047.8961213764187</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>ARHGAP22</td>\n",
-       "      <td>882.7249666883738</td>\n",
-       "      <td>293.5013748383866</td>\n",
-       "      <td>102.95514159779918</td>\n",
-       "      <td>22.712764735258844</td>\n",
-       "      <td>35.38079441569877</td>\n",
-       "      <td>135.90813903627134</td>\n",
-       "      <td>687.5282893615308</td>\n",
-       "      <td>69.89108790079267</td>\n",
-       "      <td>48.816092481242706</td>\n",
-       "      <td>...</td>\n",
-       "      <td>54.685547824388635</td>\n",
-       "      <td>157.3233029092462</td>\n",
-       "      <td>26.33759908903559</td>\n",
-       "      <td>17.093516977988212</td>\n",
-       "      <td>40.73038253799407</td>\n",
-       "      <td>596.075878287048</td>\n",
-       "      <td>13.496927020650183</td>\n",
-       "      <td>105.38017936580582</td>\n",
-       "      <td>524.0994968309664</td>\n",
-       "      <td>154.03043239458495</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>ARRB1</td>\n",
-       "      <td>52.90270446546887</td>\n",
-       "      <td>25.103167064480168</td>\n",
-       "      <td>197.8381743743563</td>\n",
-       "      <td>13.611472899014975</td>\n",
-       "      <td>26.87772118610643</td>\n",
-       "      <td>92.44828208138148</td>\n",
-       "      <td>320.0420607183751</td>\n",
-       "      <td>141.39558479193659</td>\n",
-       "      <td>39.765721100995606</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.211448566958932</td>\n",
-       "      <td>29.497000564544024</td>\n",
-       "      <td>20.632776099386493</td>\n",
-       "      <td>25.360127796062002</td>\n",
-       "      <td>41.0914560272256</td>\n",
-       "      <td>146.64979565467365</td>\n",
-       "      <td>17.805063666719462</td>\n",
-       "      <td>142.48747284449738</td>\n",
-       "      <td>26.302373850860548</td>\n",
-       "      <td>35.025444072161726</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>ASGR1</td>\n",
-       "      <td>26.179813257570103</td>\n",
-       "      <td>36.22696279871374</td>\n",
-       "      <td>39.83283598818579</td>\n",
-       "      <td>127.96890981067754</td>\n",
-       "      <td>38.41639599396858</td>\n",
-       "      <td>184.76513037574776</td>\n",
-       "      <td>41.5802958602428</td>\n",
-       "      <td>159.97186196795465</td>\n",
-       "      <td>58.89085182594806</td>\n",
-       "      <td>...</td>\n",
-       "      <td>27.103365076229103</td>\n",
-       "      <td>36.963590319616934</td>\n",
-       "      <td>48.00639870978697</td>\n",
-       "      <td>171.32933325126635</td>\n",
-       "      <td>79.41595099007844</td>\n",
-       "      <td>39.48208700903569</td>\n",
-       "      <td>204.2902061013312</td>\n",
-       "      <td>66.74457532053158</td>\n",
-       "      <td>53.197173130435374</td>\n",
-       "      <td>58.27017889296159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>ASGR2</td>\n",
-       "      <td>29.024011599373768</td>\n",
-       "      <td>29.627453397636014</td>\n",
-       "      <td>32.04329880933961</td>\n",
-       "      <td>112.1630262682771</td>\n",
-       "      <td>31.18318634043948</td>\n",
-       "      <td>253.19292140009816</td>\n",
-       "      <td>51.16584899336147</td>\n",
-       "      <td>211.87817966250702</td>\n",
-       "      <td>22.7531685322554</td>\n",
-       "      <td>...</td>\n",
-       "      <td>33.49114375101368</td>\n",
-       "      <td>39.169600351617156</td>\n",
-       "      <td>80.77731395739292</td>\n",
-       "      <td>99.01197577228851</td>\n",
-       "      <td>54.029499515719365</td>\n",
-       "      <td>36.099497036350634</td>\n",
-       "      <td>122.15856028076522</td>\n",
-       "      <td>115.672123807569</td>\n",
-       "      <td>45.06748312000059</td>\n",
-       "      <td>43.00708542623359</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>ATHL1</td>\n",
-       "      <td>360.1262209660847</td>\n",
-       "      <td>292.25412289501435</td>\n",
-       "      <td>461.18796276425195</td>\n",
-       "      <td>649.8297636480091</td>\n",
-       "      <td>382.58746498901843</td>\n",
-       "      <td>579.7025758176665</td>\n",
-       "      <td>119.34259940665635</td>\n",
-       "      <td>1711.5170716338662</td>\n",
-       "      <td>68.11840448374872</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3066.5975886708457</td>\n",
-       "      <td>988.3030129184981</td>\n",
-       "      <td>758.1034540287822</td>\n",
-       "      <td>811.9250707100699</td>\n",
-       "      <td>395.8843758319059</td>\n",
-       "      <td>325.0338417986783</td>\n",
-       "      <td>221.79289166215256</td>\n",
-       "      <td>226.03273177634892</td>\n",
-       "      <td>487.32289706767494</td>\n",
-       "      <td>433.71793604257743</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>ATP8B4</td>\n",
-       "      <td>404.4283615452747</td>\n",
-       "      <td>695.9881854309014</td>\n",
-       "      <td>485.4740455811729</td>\n",
-       "      <td>69.41983152727718</td>\n",
-       "      <td>615.2244743862433</td>\n",
-       "      <td>488.5261161501277</td>\n",
-       "      <td>243.84900195838682</td>\n",
-       "      <td>89.0582274162487</td>\n",
-       "      <td>1907.5654039323597</td>\n",
-       "      <td>...</td>\n",
-       "      <td>333.2860384903771</td>\n",
-       "      <td>303.37814542820297</td>\n",
-       "      <td>77.62584307325707</td>\n",
-       "      <td>100.21165341645573</td>\n",
-       "      <td>610.3496966493882</td>\n",
-       "      <td>245.3943381854011</td>\n",
-       "      <td>96.60302516948404</td>\n",
-       "      <td>248.55630685797124</td>\n",
-       "      <td>621.0907847263395</td>\n",
-       "      <td>613.7806571079789</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>ATXN8OS</td>\n",
-       "      <td>12.63069507367042</td>\n",
-       "      <td>12.94598362443005</td>\n",
-       "      <td>15.420467528747027</td>\n",
-       "      <td>18.78716774956309</td>\n",
-       "      <td>18.439286997166192</td>\n",
-       "      <td>13.2367344446636</td>\n",
-       "      <td>12.956557907239102</td>\n",
-       "      <td>19.873005365068213</td>\n",
-       "      <td>17.3435496044261</td>\n",
-       "      <td>...</td>\n",
-       "      <td>34.29814531000474</td>\n",
-       "      <td>11.493724587566</td>\n",
-       "      <td>16.15550135580709</td>\n",
-       "      <td>19.46809993723452</td>\n",
-       "      <td>24.973316355389738</td>\n",
-       "      <td>27.952320947420496</td>\n",
-       "      <td>20.854942957550836</td>\n",
-       "      <td>15.678934232172569</td>\n",
-       "      <td>13.643620616200852</td>\n",
-       "      <td>11.550325961343761</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>AZU1</td>\n",
-       "      <td>167.61956701194566</td>\n",
-       "      <td>334.39801516372233</td>\n",
-       "      <td>171.141163825482</td>\n",
-       "      <td>20.074461869117307</td>\n",
-       "      <td>205.34579240255118</td>\n",
-       "      <td>116.73246841092791</td>\n",
-       "      <td>83.85397733205272</td>\n",
-       "      <td>44.70546710012274</td>\n",
-       "      <td>755.0374715146393</td>\n",
-       "      <td>...</td>\n",
-       "      <td>108.08237575868836</td>\n",
-       "      <td>35.21008949259911</td>\n",
-       "      <td>47.9704796102626</td>\n",
-       "      <td>61.512331158737624</td>\n",
-       "      <td>214.92424198110683</td>\n",
-       "      <td>93.10987700651049</td>\n",
-       "      <td>28.42704285989145</td>\n",
-       "      <td>73.37535427428364</td>\n",
-       "      <td>313.06532788760285</td>\n",
-       "      <td>204.92608443020066</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>BACH2</td>\n",
-       "      <td>568.1386974673032</td>\n",
-       "      <td>1223.9257404289508</td>\n",
-       "      <td>713.7145258653374</td>\n",
-       "      <td>450.379351709346</td>\n",
-       "      <td>2137.033490077783</td>\n",
-       "      <td>254.64161625901028</td>\n",
-       "      <td>149.28721525812395</td>\n",
-       "      <td>375.7503462675958</td>\n",
-       "      <td>75.1486950124408</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1445.9437645580751</td>\n",
-       "      <td>161.61925864098075</td>\n",
-       "      <td>284.838347549875</td>\n",
-       "      <td>327.3498600460665</td>\n",
-       "      <td>533.4769171170614</td>\n",
-       "      <td>814.2510851252576</td>\n",
-       "      <td>544.7384576122652</td>\n",
-       "      <td>1222.005985781527</td>\n",
-       "      <td>301.97380549721737</td>\n",
-       "      <td>173.12042861274813</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>517</th>\n",
-       "      <td>TRIB2</td>\n",
-       "      <td>831.3212751579928</td>\n",
-       "      <td>1330.9457892309097</td>\n",
-       "      <td>1543.3932374367482</td>\n",
-       "      <td>2181.2972905635806</td>\n",
-       "      <td>2008.5065125296815</td>\n",
-       "      <td>2012.8564609890175</td>\n",
-       "      <td>298.87052441701906</td>\n",
-       "      <td>1965.0902509896032</td>\n",
-       "      <td>1751.4379533243466</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1830.042327325329</td>\n",
-       "      <td>3365.06871047714</td>\n",
-       "      <td>489.3916648092668</td>\n",
-       "      <td>406.57847805292306</td>\n",
-       "      <td>940.5985745981587</td>\n",
-       "      <td>703.1482731213924</td>\n",
-       "      <td>592.0753150176065</td>\n",
-       "      <td>711.097720234663</td>\n",
-       "      <td>681.3237156697819</td>\n",
-       "      <td>953.1785051083522</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>518</th>\n",
-       "      <td>TRPM4</td>\n",
-       "      <td>14.897027366507245</td>\n",
-       "      <td>13.275142678578872</td>\n",
-       "      <td>44.94167749981373</td>\n",
-       "      <td>8.764637233052913</td>\n",
-       "      <td>10.906833474268154</td>\n",
-       "      <td>18.383050157452494</td>\n",
-       "      <td>94.69047477109882</td>\n",
-       "      <td>17.356082775887458</td>\n",
-       "      <td>16.547228368284976</td>\n",
-       "      <td>...</td>\n",
-       "      <td>23.962319121462485</td>\n",
-       "      <td>19.209902124312343</td>\n",
-       "      <td>8.534178077972593</td>\n",
-       "      <td>9.494297004270871</td>\n",
-       "      <td>15.146422794246325</td>\n",
-       "      <td>54.96943083870015</td>\n",
-       "      <td>8.836906516956159</td>\n",
-       "      <td>32.58797283825526</td>\n",
-       "      <td>14.771322700879754</td>\n",
-       "      <td>18.738437497152226</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>519</th>\n",
-       "      <td>TRPM6</td>\n",
-       "      <td>30.250064940384352</td>\n",
-       "      <td>37.4850584440282</td>\n",
-       "      <td>89.42753197634062</td>\n",
-       "      <td>38.92078405826682</td>\n",
-       "      <td>34.60271464263824</td>\n",
-       "      <td>28.385472315680154</td>\n",
-       "      <td>23.556288960296396</td>\n",
-       "      <td>61.442416534822456</td>\n",
-       "      <td>19.688320970848075</td>\n",
-       "      <td>...</td>\n",
-       "      <td>29.607457315373047</td>\n",
-       "      <td>27.95362597776373</td>\n",
-       "      <td>122.68699271646338</td>\n",
-       "      <td>152.85216559379657</td>\n",
-       "      <td>89.26132328682836</td>\n",
-       "      <td>105.5695270046707</td>\n",
-       "      <td>60.72272604195266</td>\n",
-       "      <td>123.33104311043155</td>\n",
-       "      <td>81.58117704099932</td>\n",
-       "      <td>56.725278670292425</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>520</th>\n",
-       "      <td>TSHR</td>\n",
-       "      <td>18.89367837873251</td>\n",
-       "      <td>13.541817993986626</td>\n",
-       "      <td>41.79519587278726</td>\n",
-       "      <td>74.33138748034567</td>\n",
-       "      <td>18.558102913003633</td>\n",
-       "      <td>76.03012712187538</td>\n",
-       "      <td>15.312416249134014</td>\n",
-       "      <td>74.58027986532773</td>\n",
-       "      <td>16.80570687273304</td>\n",
-       "      <td>...</td>\n",
-       "      <td>27.993393704720944</td>\n",
-       "      <td>139.27958491229205</td>\n",
-       "      <td>15.218467644145434</td>\n",
-       "      <td>17.086035707305275</td>\n",
-       "      <td>20.880826055985715</td>\n",
-       "      <td>26.856021254875408</td>\n",
-       "      <td>12.69666344532706</td>\n",
-       "      <td>15.641424517580193</td>\n",
-       "      <td>15.753590359011405</td>\n",
-       "      <td>16.550932216814736</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>521</th>\n",
-       "      <td>TTC38</td>\n",
-       "      <td>1012.5432757557953</td>\n",
-       "      <td>146.2561898900787</td>\n",
-       "      <td>293.0236033668347</td>\n",
-       "      <td>229.78552553536173</td>\n",
-       "      <td>157.15272720435163</td>\n",
-       "      <td>152.58379111290145</td>\n",
-       "      <td>200.38534441114123</td>\n",
-       "      <td>107.6168267542712</td>\n",
-       "      <td>427.0881035401802</td>\n",
-       "      <td>...</td>\n",
-       "      <td>142.37841888114974</td>\n",
-       "      <td>137.75449098694082</td>\n",
-       "      <td>45.21852573838484</td>\n",
-       "      <td>206.5365273243248</td>\n",
-       "      <td>326.771940949781</td>\n",
-       "      <td>279.79022801219077</td>\n",
-       "      <td>302.20321256212304</td>\n",
-       "      <td>99.69019270412757</td>\n",
-       "      <td>144.85687328542792</td>\n",
-       "      <td>110.05979142267064</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>522</th>\n",
-       "      <td>TXK</td>\n",
-       "      <td>868.0162681310221</td>\n",
-       "      <td>250.2522143265008</td>\n",
-       "      <td>376.6094455088738</td>\n",
-       "      <td>237.4966371609945</td>\n",
-       "      <td>296.9153865795315</td>\n",
-       "      <td>137.39009820405533</td>\n",
-       "      <td>101.759121564218</td>\n",
-       "      <td>363.84176223372833</td>\n",
-       "      <td>183.51827810164946</td>\n",
-       "      <td>...</td>\n",
-       "      <td>830.5536082546374</td>\n",
-       "      <td>151.03105990099576</td>\n",
-       "      <td>170.265125335483</td>\n",
-       "      <td>234.75744649726303</td>\n",
-       "      <td>576.1847725191927</td>\n",
-       "      <td>243.85273748796578</td>\n",
-       "      <td>270.35985944847187</td>\n",
-       "      <td>177.0368864689928</td>\n",
-       "      <td>168.23008767849853</td>\n",
-       "      <td>203.74374225447315</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>523</th>\n",
-       "      <td>TYR</td>\n",
-       "      <td>37.11128357850417</td>\n",
-       "      <td>78.2933405689984</td>\n",
-       "      <td>42.40543502757427</td>\n",
-       "      <td>715.5757834866768</td>\n",
-       "      <td>98.6786310175979</td>\n",
-       "      <td>34.29228160528666</td>\n",
-       "      <td>391.36990912116954</td>\n",
-       "      <td>45.00326171710641</td>\n",
-       "      <td>129.1033752155629</td>\n",
-       "      <td>...</td>\n",
-       "      <td>50.02973561615701</td>\n",
-       "      <td>18.430823890918905</td>\n",
-       "      <td>944.3883701991348</td>\n",
-       "      <td>215.24554451390117</td>\n",
-       "      <td>84.87012370391352</td>\n",
-       "      <td>37.4479860540116</td>\n",
-       "      <td>214.04550556952586</td>\n",
-       "      <td>347.9745744201671</td>\n",
-       "      <td>339.5462538124991</td>\n",
-       "      <td>105.30284786762843</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>524</th>\n",
-       "      <td>UBASH3A</td>\n",
-       "      <td>8.066436747898608</td>\n",
-       "      <td>175.15552707664966</td>\n",
-       "      <td>240.3135409489388</td>\n",
-       "      <td>839.7612690110103</td>\n",
-       "      <td>183.80070726929324</td>\n",
-       "      <td>253.1119348521148</td>\n",
-       "      <td>292.3988414705649</td>\n",
-       "      <td>639.4062869536776</td>\n",
-       "      <td>15.212418117412046</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1177.3942083311122</td>\n",
-       "      <td>518.1734557853486</td>\n",
-       "      <td>676.185358872596</td>\n",
-       "      <td>139.57320915707638</td>\n",
-       "      <td>194.12275089305191</td>\n",
-       "      <td>76.92136953767347</td>\n",
-       "      <td>279.7817512307534</td>\n",
-       "      <td>270.04885126582735</td>\n",
-       "      <td>214.90889471949973</td>\n",
-       "      <td>190.5952531404911</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>525</th>\n",
-       "      <td>UGT1A8</td>\n",
-       "      <td>174.08194426547743</td>\n",
-       "      <td>222.21589606962385</td>\n",
-       "      <td>147.35172723414198</td>\n",
-       "      <td>357.98060755160134</td>\n",
-       "      <td>356.4900664207504</td>\n",
-       "      <td>133.49377481762713</td>\n",
-       "      <td>147.34510824455634</td>\n",
-       "      <td>138.54422752025533</td>\n",
-       "      <td>62.14342069019206</td>\n",
-       "      <td>...</td>\n",
-       "      <td>188.53643932638835</td>\n",
-       "      <td>90.06282099101045</td>\n",
-       "      <td>391.97291909815226</td>\n",
-       "      <td>389.25406536064713</td>\n",
-       "      <td>212.51097755603078</td>\n",
-       "      <td>180.59661678055497</td>\n",
-       "      <td>340.162233956605</td>\n",
-       "      <td>300.32567780476404</td>\n",
-       "      <td>251.69197371433387</td>\n",
-       "      <td>133.2745934681565</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>526</th>\n",
-       "      <td>UGT2B17</td>\n",
-       "      <td>8.297879096843822</td>\n",
-       "      <td>11.214170157513452</td>\n",
-       "      <td>9.132466569043851</td>\n",
-       "      <td>8.92626632872489</td>\n",
-       "      <td>16.251691093347553</td>\n",
-       "      <td>7.698632123137285</td>\n",
-       "      <td>7.809942589766089</td>\n",
-       "      <td>26.49702725934659</td>\n",
-       "      <td>5.388978143514086</td>\n",
-       "      <td>...</td>\n",
-       "      <td>59.552906583257304</td>\n",
-       "      <td>7.3950228549100085</td>\n",
-       "      <td>8.599600545455916</td>\n",
-       "      <td>9.356220251335174</td>\n",
-       "      <td>31.707789466259527</td>\n",
-       "      <td>45.99041692307044</td>\n",
-       "      <td>8.242406821317307</td>\n",
-       "      <td>12.971223457771682</td>\n",
-       "      <td>8.470096538066837</td>\n",
-       "      <td>6.682604887768482</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>527</th>\n",
-       "      <td>UPK3A</td>\n",
-       "      <td>12.885068936714424</td>\n",
-       "      <td>16.000324697536996</td>\n",
-       "      <td>12.739146386224073</td>\n",
-       "      <td>16.504031246082945</td>\n",
-       "      <td>13.45515460502261</td>\n",
-       "      <td>41.761506048727185</td>\n",
-       "      <td>12.26423890285209</td>\n",
-       "      <td>37.95118951853752</td>\n",
-       "      <td>12.409361138571818</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.771743611372859</td>\n",
-       "      <td>10.77186257100256</td>\n",
-       "      <td>19.708374678516215</td>\n",
-       "      <td>17.73600225758277</td>\n",
-       "      <td>14.939704802234953</td>\n",
-       "      <td>14.783009727593637</td>\n",
-       "      <td>17.825824985472902</td>\n",
-       "      <td>16.690382491281802</td>\n",
-       "      <td>16.978299327306456</td>\n",
-       "      <td>13.416289464108175</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>528</th>\n",
-       "      <td>VILL</td>\n",
-       "      <td>85.18788910363703</td>\n",
-       "      <td>144.58966975512698</td>\n",
-       "      <td>184.0953166193832</td>\n",
-       "      <td>216.65136250292318</td>\n",
-       "      <td>166.95833561928964</td>\n",
-       "      <td>156.26998561660886</td>\n",
-       "      <td>114.81028590770666</td>\n",
-       "      <td>266.7894867532269</td>\n",
-       "      <td>115.2139942544255</td>\n",
-       "      <td>...</td>\n",
-       "      <td>401.81968050030696</td>\n",
-       "      <td>255.22860633358314</td>\n",
-       "      <td>29.646279348981288</td>\n",
-       "      <td>99.81281751262654</td>\n",
-       "      <td>138.92402000969128</td>\n",
-       "      <td>115.10090750147879</td>\n",
-       "      <td>149.47839369508532</td>\n",
-       "      <td>42.91801288958933</td>\n",
-       "      <td>56.32790859760879</td>\n",
-       "      <td>161.7024010040943</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>529</th>\n",
-       "      <td>VNN1</td>\n",
-       "      <td>39.22617837424492</td>\n",
-       "      <td>24.293712973288073</td>\n",
-       "      <td>146.03102696551656</td>\n",
-       "      <td>65.35568035861724</td>\n",
-       "      <td>33.86089306140427</td>\n",
-       "      <td>219.00270940238343</td>\n",
-       "      <td>70.77437657057686</td>\n",
-       "      <td>480.35253009207554</td>\n",
-       "      <td>58.293551519458774</td>\n",
-       "      <td>...</td>\n",
-       "      <td>31.95248835395602</td>\n",
-       "      <td>73.58361300212573</td>\n",
-       "      <td>483.24816014186615</td>\n",
-       "      <td>570.1346614837828</td>\n",
-       "      <td>46.32263552794561</td>\n",
-       "      <td>51.934231046584735</td>\n",
-       "      <td>81.59970613596685</td>\n",
-       "      <td>307.7922452988969</td>\n",
-       "      <td>285.51498124329083</td>\n",
-       "      <td>225.95712211578518</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>530</th>\n",
-       "      <td>VNN2</td>\n",
-       "      <td>222.4774069888637</td>\n",
-       "      <td>37.97227043651971</td>\n",
-       "      <td>201.39695454167511</td>\n",
-       "      <td>481.6227432181156</td>\n",
-       "      <td>124.43042322142193</td>\n",
-       "      <td>581.2444055176676</td>\n",
-       "      <td>22.080693172923233</td>\n",
-       "      <td>3646.6241967531682</td>\n",
-       "      <td>162.28978169420375</td>\n",
-       "      <td>...</td>\n",
-       "      <td>363.6490716815035</td>\n",
-       "      <td>103.93021108960954</td>\n",
-       "      <td>9527.997566514678</td>\n",
-       "      <td>11187.592856575426</td>\n",
-       "      <td>288.02889417144235</td>\n",
-       "      <td>59.45824447149257</td>\n",
-       "      <td>681.8142890009592</td>\n",
-       "      <td>168.4668953425242</td>\n",
-       "      <td>5368.960327305901</td>\n",
-       "      <td>3111.221040903561</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>VNN3</td>\n",
-       "      <td>27.93486166788228</td>\n",
-       "      <td>32.15018155845435</td>\n",
-       "      <td>44.34978348470513</td>\n",
-       "      <td>53.6862878964327</td>\n",
-       "      <td>35.34500530042318</td>\n",
-       "      <td>53.80242382448327</td>\n",
-       "      <td>49.55274308339458</td>\n",
-       "      <td>410.09323783288926</td>\n",
-       "      <td>45.51834572274891</td>\n",
-       "      <td>...</td>\n",
-       "      <td>44.74168323394952</td>\n",
-       "      <td>28.62690219184694</td>\n",
-       "      <td>1185.699297184543</td>\n",
-       "      <td>1313.2528427085292</td>\n",
-       "      <td>38.058361427117944</td>\n",
-       "      <td>36.641572596069544</td>\n",
-       "      <td>34.71412592867617</td>\n",
-       "      <td>52.34652334228538</td>\n",
-       "      <td>675.4252071798542</td>\n",
-       "      <td>393.49441602829836</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>532</th>\n",
-       "      <td>VPREB3</td>\n",
-       "      <td>761.9810632401641</td>\n",
-       "      <td>966.0116624710591</td>\n",
-       "      <td>508.7328780437225</td>\n",
-       "      <td>196.69493814186987</td>\n",
-       "      <td>1766.7755161216453</td>\n",
-       "      <td>402.7842581275846</td>\n",
-       "      <td>169.02230045199556</td>\n",
-       "      <td>116.12624957065779</td>\n",
-       "      <td>71.55395353247148</td>\n",
-       "      <td>...</td>\n",
-       "      <td>646.1960957631472</td>\n",
-       "      <td>89.23938033046895</td>\n",
-       "      <td>244.38290616415748</td>\n",
-       "      <td>156.7609619682455</td>\n",
-       "      <td>535.6769241521773</td>\n",
-       "      <td>708.6958292111262</td>\n",
-       "      <td>154.79065595063705</td>\n",
-       "      <td>1034.5839409061186</td>\n",
-       "      <td>482.3251555454801</td>\n",
-       "      <td>118.6163491700596</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>533</th>\n",
-       "      <td>WNT5B</td>\n",
-       "      <td>43.700213477857545</td>\n",
-       "      <td>21.811186297623443</td>\n",
-       "      <td>14.286476437422477</td>\n",
-       "      <td>13.110540519352282</td>\n",
-       "      <td>14.531928407888609</td>\n",
-       "      <td>45.506164487844664</td>\n",
-       "      <td>58.49526823841441</td>\n",
-       "      <td>15.98937257858924</td>\n",
-       "      <td>19.980352859711278</td>\n",
-       "      <td>...</td>\n",
-       "      <td>17.085597298989615</td>\n",
-       "      <td>54.63494383050893</td>\n",
-       "      <td>13.853856645885543</td>\n",
-       "      <td>13.871194599281033</td>\n",
-       "      <td>14.898013098615362</td>\n",
-       "      <td>48.70257224998879</td>\n",
-       "      <td>10.403987566277124</td>\n",
-       "      <td>57.86574767903228</td>\n",
-       "      <td>33.30103291854165</td>\n",
-       "      <td>49.56745929744079</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>534</th>\n",
-       "      <td>WNT7A</td>\n",
-       "      <td>18.089679270654653</td>\n",
-       "      <td>35.18412929564175</td>\n",
-       "      <td>44.34286820347212</td>\n",
-       "      <td>58.13315259079132</td>\n",
-       "      <td>33.627454132483386</td>\n",
-       "      <td>45.57079871439049</td>\n",
-       "      <td>28.207899892025434</td>\n",
-       "      <td>83.60539449186415</td>\n",
-       "      <td>19.348442711020894</td>\n",
-       "      <td>...</td>\n",
-       "      <td>132.6646234204023</td>\n",
-       "      <td>63.09268979548926</td>\n",
-       "      <td>36.14569374227987</td>\n",
-       "      <td>26.885216604289983</td>\n",
-       "      <td>36.62307212914287</td>\n",
-       "      <td>31.21923684200026</td>\n",
-       "      <td>38.62653087240539</td>\n",
-       "      <td>30.484350328147002</td>\n",
-       "      <td>25.147677487914983</td>\n",
-       "      <td>35.9585972258589</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>535</th>\n",
-       "      <td>ZAP70</td>\n",
-       "      <td>1717.1269533898842</td>\n",
-       "      <td>642.8943247770393</td>\n",
-       "      <td>1471.9369695396042</td>\n",
-       "      <td>3157.0772070248186</td>\n",
-       "      <td>666.6414565779492</td>\n",
-       "      <td>1969.0682053795126</td>\n",
-       "      <td>385.3460638404884</td>\n",
-       "      <td>2636.2247109446052</td>\n",
-       "      <td>29.162780194478003</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2316.2354469163843</td>\n",
-       "      <td>4081.9184564536</td>\n",
-       "      <td>893.3019574785774</td>\n",
-       "      <td>636.6993997547144</td>\n",
-       "      <td>1025.851463118943</td>\n",
-       "      <td>527.0066636871942</td>\n",
-       "      <td>1202.2647374917115</td>\n",
-       "      <td>371.8366093969822</td>\n",
-       "      <td>297.9221360763703</td>\n",
-       "      <td>712.7088179370495</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>536</th>\n",
-       "      <td>ZBP1</td>\n",
-       "      <td>195.27349766843983</td>\n",
-       "      <td>53.29155573440728</td>\n",
-       "      <td>66.1797530556496</td>\n",
-       "      <td>109.62908335166027</td>\n",
-       "      <td>59.943176009118716</td>\n",
-       "      <td>36.885790480256986</td>\n",
-       "      <td>42.5309533366489</td>\n",
-       "      <td>130.71372102369327</td>\n",
-       "      <td>18.65635390734863</td>\n",
-       "      <td>...</td>\n",
-       "      <td>181.939012004703</td>\n",
-       "      <td>44.07701607477952</td>\n",
-       "      <td>208.411667225519</td>\n",
-       "      <td>201.44753478127558</td>\n",
-       "      <td>127.73016638132952</td>\n",
-       "      <td>127.14511347377031</td>\n",
-       "      <td>80.03095094193566</td>\n",
-       "      <td>69.22029322046191</td>\n",
-       "      <td>120.95536634290222</td>\n",
-       "      <td>95.51818222743225</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>537</th>\n",
-       "      <td>ZBTB10</td>\n",
-       "      <td>297.4274661272975</td>\n",
-       "      <td>201.45664556257117</td>\n",
-       "      <td>260.01705652832413</td>\n",
-       "      <td>404.5670059787738</td>\n",
-       "      <td>126.83495848642005</td>\n",
-       "      <td>385.00031577762627</td>\n",
-       "      <td>216.87823295284477</td>\n",
-       "      <td>352.67859250494536</td>\n",
-       "      <td>152.49256471177245</td>\n",
-       "      <td>...</td>\n",
-       "      <td>114.59735053410706</td>\n",
-       "      <td>708.518859801933</td>\n",
-       "      <td>12.481189746771744</td>\n",
-       "      <td>86.81927824542565</td>\n",
-       "      <td>133.0688512661205</td>\n",
-       "      <td>233.33411017014785</td>\n",
-       "      <td>146.51109465498118</td>\n",
-       "      <td>91.41404346296432</td>\n",
-       "      <td>204.65542352699393</td>\n",
-       "      <td>91.60598693645093</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>538</th>\n",
-       "      <td>ZBTB32</td>\n",
-       "      <td>77.0228093926221</td>\n",
-       "      <td>51.03640398549981</td>\n",
-       "      <td>49.14303407289583</td>\n",
-       "      <td>56.061941448469355</td>\n",
-       "      <td>9.700175934466007</td>\n",
-       "      <td>36.848521271535965</td>\n",
-       "      <td>108.74024326464841</td>\n",
-       "      <td>17.866957716458337</td>\n",
-       "      <td>10.24669816894643</td>\n",
-       "      <td>...</td>\n",
-       "      <td>20.922937506459576</td>\n",
-       "      <td>18.376978852897786</td>\n",
-       "      <td>61.181127553869736</td>\n",
-       "      <td>19.626243270762107</td>\n",
-       "      <td>51.64914755522003</td>\n",
-       "      <td>54.61234634918202</td>\n",
-       "      <td>83.21215030227529</td>\n",
-       "      <td>38.59911987727044</td>\n",
-       "      <td>60.391924826151154</td>\n",
-       "      <td>9.878920309796662</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>539</th>\n",
-       "      <td>ZFP36L2</td>\n",
-       "      <td>519.9866411656948</td>\n",
-       "      <td>969.6723344172485</td>\n",
-       "      <td>712.5756845002036</td>\n",
-       "      <td>1218.4121058385815</td>\n",
-       "      <td>1340.6301380534633</td>\n",
-       "      <td>637.3639348491389</td>\n",
-       "      <td>810.3871786163814</td>\n",
-       "      <td>566.8647195951517</td>\n",
-       "      <td>41.498436653827255</td>\n",
-       "      <td>...</td>\n",
-       "      <td>412.26162759498527</td>\n",
-       "      <td>592.7889452490124</td>\n",
-       "      <td>1700.0623393340707</td>\n",
-       "      <td>365.4859151859797</td>\n",
-       "      <td>732.0007183866338</td>\n",
-       "      <td>724.5926471078039</td>\n",
-       "      <td>226.48760973526936</td>\n",
-       "      <td>941.5513077141024</td>\n",
-       "      <td>710.3772532119539</td>\n",
-       "      <td>1283.6700169177436</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>ZNF135</td>\n",
-       "      <td>62.58859879093343</td>\n",
-       "      <td>29.718071227770267</td>\n",
-       "      <td>47.16183557323147</td>\n",
-       "      <td>26.44968326070677</td>\n",
-       "      <td>53.802558017109924</td>\n",
-       "      <td>16.618356930950057</td>\n",
-       "      <td>5.267091272188416</td>\n",
-       "      <td>28.968255227646697</td>\n",
-       "      <td>20.75882330026054</td>\n",
-       "      <td>...</td>\n",
-       "      <td>71.00428564923098</td>\n",
-       "      <td>20.911586177923105</td>\n",
-       "      <td>2.5611791909695616</td>\n",
-       "      <td>19.082768276214985</td>\n",
-       "      <td>46.9158599338886</td>\n",
-       "      <td>41.81492562048325</td>\n",
-       "      <td>29.440495003126014</td>\n",
-       "      <td>48.5712703456287</td>\n",
-       "      <td>7.375548207667977</td>\n",
-       "      <td>10.036896441971894</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>541</th>\n",
-       "      <td>ZNF165</td>\n",
-       "      <td>4.544353118350466</td>\n",
-       "      <td>12.332912339936271</td>\n",
-       "      <td>715.6736208001088</td>\n",
-       "      <td>5.5811637350361245</td>\n",
-       "      <td>4.916561230791985</td>\n",
-       "      <td>3.9352625540423736</td>\n",
-       "      <td>3.63491481444585</td>\n",
-       "      <td>14.266677206036722</td>\n",
-       "      <td>3.9827067663683975</td>\n",
-       "      <td>...</td>\n",
-       "      <td>32.14098111579092</td>\n",
-       "      <td>4.474741083918006</td>\n",
-       "      <td>5.634591491386884</td>\n",
-       "      <td>5.1651848752509615</td>\n",
-       "      <td>634.2949334132954</td>\n",
-       "      <td>845.8454090981796</td>\n",
-       "      <td>18.555584645885382</td>\n",
-       "      <td>1097.0577517244471</td>\n",
-       "      <td>4.151803213971846</td>\n",
-       "      <td>3.0914561532331444</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>ZNF204P</td>\n",
-       "      <td>37.64469148845124</td>\n",
-       "      <td>66.57621639696356</td>\n",
-       "      <td>60.350025985473806</td>\n",
-       "      <td>93.22951762689436</td>\n",
-       "      <td>88.30339164095322</td>\n",
-       "      <td>37.017506280016704</td>\n",
-       "      <td>41.726875471281524</td>\n",
-       "      <td>104.02692506955013</td>\n",
-       "      <td>34.00694845077669</td>\n",
-       "      <td>...</td>\n",
-       "      <td>239.679115882159</td>\n",
-       "      <td>40.27505847278823</td>\n",
-       "      <td>54.92312676263032</td>\n",
-       "      <td>70.2725564847763</td>\n",
-       "      <td>71.40273629790343</td>\n",
-       "      <td>56.94034013498576</td>\n",
-       "      <td>99.2685412734018</td>\n",
-       "      <td>57.2489040374351</td>\n",
-       "      <td>38.75814087972218</td>\n",
-       "      <td>62.75489622348568</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>543</th>\n",
-       "      <td>ZNF222</td>\n",
-       "      <td>55.4774248386258</td>\n",
-       "      <td>75.21215791755205</td>\n",
-       "      <td>136.85337823236173</td>\n",
-       "      <td>58.61163099859142</td>\n",
-       "      <td>75.82256311928708</td>\n",
-       "      <td>108.79956701008666</td>\n",
-       "      <td>50.72150481194257</td>\n",
-       "      <td>78.74318926560119</td>\n",
-       "      <td>218.62094640602038</td>\n",
-       "      <td>...</td>\n",
-       "      <td>67.18643740153175</td>\n",
-       "      <td>139.6851003834368</td>\n",
-       "      <td>18.636002373639826</td>\n",
-       "      <td>21.38579268724771</td>\n",
-       "      <td>105.502434132796</td>\n",
-       "      <td>85.93196176236704</td>\n",
-       "      <td>14.435117697606273</td>\n",
-       "      <td>104.57646525569567</td>\n",
-       "      <td>72.55389291674643</td>\n",
-       "      <td>76.52589625817598</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>544</th>\n",
-       "      <td>ZNF286A</td>\n",
-       "      <td>264.2317688362373</td>\n",
-       "      <td>271.79354952126255</td>\n",
-       "      <td>161.41180535897544</td>\n",
-       "      <td>174.9491685540492</td>\n",
-       "      <td>397.8514179915508</td>\n",
-       "      <td>88.36719738409386</td>\n",
-       "      <td>88.74859303331282</td>\n",
-       "      <td>110.49534754776246</td>\n",
-       "      <td>59.28723172659824</td>\n",
-       "      <td>...</td>\n",
-       "      <td>133.85799276276074</td>\n",
-       "      <td>71.95504644933713</td>\n",
-       "      <td>292.8845007285129</td>\n",
-       "      <td>359.68513164088466</td>\n",
-       "      <td>173.21033385504344</td>\n",
-       "      <td>199.69099939545865</td>\n",
-       "      <td>227.65374185748084</td>\n",
-       "      <td>212.15004673827843</td>\n",
-       "      <td>245.3129820363269</td>\n",
-       "      <td>127.37979777345316</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>545</th>\n",
-       "      <td>ZNF324</td>\n",
-       "      <td>33.1138368011349</td>\n",
-       "      <td>32.07392687024596</td>\n",
-       "      <td>50.0557267663098</td>\n",
-       "      <td>87.96233656077924</td>\n",
-       "      <td>28.560296223182988</td>\n",
-       "      <td>66.96901610019496</td>\n",
-       "      <td>37.002384673111685</td>\n",
-       "      <td>125.34742552755493</td>\n",
-       "      <td>35.753980370288396</td>\n",
-       "      <td>...</td>\n",
-       "      <td>199.6093821360182</td>\n",
-       "      <td>110.42271382022604</td>\n",
-       "      <td>49.09568306058286</td>\n",
-       "      <td>39.59821994605518</td>\n",
-       "      <td>35.60861785170324</td>\n",
-       "      <td>29.293826371645125</td>\n",
-       "      <td>38.15750806312336</td>\n",
-       "      <td>42.957260167312384</td>\n",
-       "      <td>38.805697277287166</td>\n",
-       "      <td>30.459135040237097</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>546</th>\n",
-       "      <td>ZNF442</td>\n",
-       "      <td>46.00868791504428</td>\n",
-       "      <td>16.340898243919177</td>\n",
-       "      <td>47.347139944681075</td>\n",
-       "      <td>99.2236033273667</td>\n",
-       "      <td>35.190881345932794</td>\n",
-       "      <td>42.53698101564409</td>\n",
-       "      <td>62.97537389167542</td>\n",
-       "      <td>25.603233875832267</td>\n",
-       "      <td>52.160909927481086</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.765619758871154</td>\n",
-       "      <td>46.31511141767416</td>\n",
-       "      <td>33.43256898848725</td>\n",
-       "      <td>87.49339349009725</td>\n",
-       "      <td>55.2646307303308</td>\n",
-       "      <td>45.17631982978862</td>\n",
-       "      <td>120.62481588666603</td>\n",
-       "      <td>33.660961466526324</td>\n",
-       "      <td>32.68432997155516</td>\n",
-       "      <td>26.963862299375606</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>547 rows × 1001 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    Gene Symbol                  V1                  V2                  V3  \\\n",
-       "0         ABCB4    8.94550878668857  142.07247769118942   71.09528583020301   \n",
-       "1         ABCB9   21.45586281538824  25.912689126513357   32.46042867853363   \n",
-       "2         ACAP1   305.8003680836939   305.7011755433671  440.24637502677797   \n",
-       "3          ACHE   65.86390924753424   32.63294205484826  200.34410114376536   \n",
-       "4          ACP5  1764.1733647123567   736.8503111610072  2243.2531217404157   \n",
-       "..          ...                 ...                 ...                 ...   \n",
-       "542     ZNF204P   37.64469148845124   66.57621639696356  60.350025985473806   \n",
-       "543      ZNF222    55.4774248386258   75.21215791755205  136.85337823236173   \n",
-       "544     ZNF286A   264.2317688362373  271.79354952126255  161.41180535897544   \n",
-       "545      ZNF324    33.1138368011349   32.07392687024596    50.0557267663098   \n",
-       "546      ZNF442   46.00868791504428  16.340898243919177  47.347139944681075   \n",
-       "\n",
-       "                     V4                  V5                  V6  \\\n",
-       "0      8.04453183554728  253.83092743729281   43.75265168499264   \n",
-       "1    27.940754993809684   30.65918715092691   59.30972907326787   \n",
-       "2     1078.154314765017    354.591811381878    394.696046329347   \n",
-       "3      25.5184501007803  15.576947985150827  15.815798545366984   \n",
-       "4      708.548176187372   489.9613990953276   5264.979864788175   \n",
-       "..                  ...                 ...                 ...   \n",
-       "542   93.22951762689436   88.30339164095322  37.017506280016704   \n",
-       "543   58.61163099859142   75.82256311928708  108.79956701008666   \n",
-       "544   174.9491685540492   397.8514179915508   88.36719738409386   \n",
-       "545   87.96233656077924  28.560296223182988   66.96901610019496   \n",
-       "546    99.2236033273667  35.190881345932794   42.53698101564409   \n",
-       "\n",
-       "                     V7                  V8                  V9  ...  \\\n",
-       "0    47.582159616833984   7.830237874414509  15.211115396090932  ...   \n",
-       "1    62.014366490418226   73.31052303831139  42.817620728599664  ...   \n",
-       "2    449.84915217440215   738.4595917847764   93.28662497059479  ...   \n",
-       "3     475.5186683145439   18.80856956287905   16.28632521753172  ...   \n",
-       "4     5558.314220603605  3516.6491801234874   284.8608887091761  ...   \n",
-       "..                  ...                 ...                 ...  ...   \n",
-       "542  41.726875471281524  104.02692506955013   34.00694845077669  ...   \n",
-       "543   50.72150481194257   78.74318926560119  218.62094640602038  ...   \n",
-       "544   88.74859303331282  110.49534754776246   59.28723172659824  ...   \n",
-       "545  37.002384673111685  125.34742552755493  35.753980370288396  ...   \n",
-       "546   62.97537389167542  25.603233875832267  52.160909927481086  ...   \n",
-       "\n",
-       "                   V991                V992                V993  \\\n",
-       "0      84.8649429540784   54.94274641979895  11.458126677645915   \n",
-       "1     138.6529206714244    65.2806645865194  39.721962826433085   \n",
-       "2    1017.0174361071786   638.8699167341401  1278.3166669167126   \n",
-       "3     22.61200725492056  15.661439282079208  23.686099960771195   \n",
-       "4     715.2774195341686   6588.323312547915   624.9081346449464   \n",
-       "..                  ...                 ...                 ...   \n",
-       "542    239.679115882159   40.27505847278823   54.92312676263032   \n",
-       "543   67.18643740153175   139.6851003834368  18.636002373639826   \n",
-       "544  133.85799276276074   71.95504644933713   292.8845007285129   \n",
-       "545   199.6093821360182  110.42271382022604   49.09568306058286   \n",
-       "546  22.765619758871154   46.31511141767416   33.43256898848725   \n",
-       "\n",
-       "                   V994                V995                V996  \\\n",
-       "0     12.56266481149185  11.183132674702401  111.09285936838484   \n",
-       "1    27.828249939277704   73.52897586763609  113.49862642344873   \n",
-       "2    463.63779295489707   410.9647067888013   264.9470108659395   \n",
-       "3     27.33039557255109   21.75984246910395  222.13296240482973   \n",
-       "4    385.42599323893387   717.2746835789728  3382.4459492497986   \n",
-       "..                  ...                 ...                 ...   \n",
-       "542    70.2725564847763   71.40273629790343   56.94034013498576   \n",
-       "543   21.38579268724771    105.502434132796   85.93196176236704   \n",
-       "544  359.68513164088466  173.21033385504344  199.69099939545865   \n",
-       "545   39.59821994605518   35.60861785170324  29.293826371645125   \n",
-       "546   87.49339349009725    55.2646307303308   45.17631982978862   \n",
-       "\n",
-       "                   V997                V998                V999  \\\n",
-       "0     8.882520216101987   152.6049246512043   16.70459485303796   \n",
-       "1    26.065735899744027  37.998119544014855   29.61507586524599   \n",
-       "2    300.68062599282007    570.847867425938   535.4805442367293   \n",
-       "3    26.807785157589898  24.270998245201312   49.76659613721011   \n",
-       "4    410.80694034197325  5143.9516260668925  1234.7556251279702   \n",
-       "..                  ...                 ...                 ...   \n",
-       "542    99.2685412734018    57.2489040374351   38.75814087972218   \n",
-       "543  14.435117697606273  104.57646525569567   72.55389291674643   \n",
-       "544  227.65374185748084  212.15004673827843   245.3129820363269   \n",
-       "545   38.15750806312336  42.957260167312384  38.805697277287166   \n",
-       "546  120.62481588666603  33.660961466526324   32.68432997155516   \n",
-       "\n",
-       "                  V1000  \n",
-       "0    58.549290357489475  \n",
-       "1     69.97410133023344  \n",
-       "2    373.98597191723155  \n",
-       "3    18.725972235710486  \n",
-       "4     6168.356859508089  \n",
-       "..                  ...  \n",
-       "542   62.75489622348568  \n",
-       "543   76.52589625817598  \n",
-       "544  127.37979777345316  \n",
-       "545  30.459135040237097  \n",
-       "546  26.963862299375606  \n",
-       "\n",
-       "[547 rows x 1001 columns]"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1681,20 +26,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.5’\n",
+      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.6’\n",
       "(as ‘lib’ is unspecified)\n",
       "\n",
-      "R[write to console]: trying URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.4.tar.gz'\n",
+      "R[write to console]: probando la URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
       "\n",
       "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 242304 bytes (236 KB)\n",
+      "R[write to console]:  length 38020 bytes (37 KB)\n",
       "\n",
       "R[write to console]: =\n",
       "R[write to console]: =\n",
@@ -1748,14 +93,14 @@
       "R[write to console]: =\n",
       "R[write to console]: \n",
       "\n",
-      "R[write to console]: downloaded 236 KB\n",
+      "R[write to console]: downloaded 37 KB\n",
       "\n",
       "\n",
       "R[write to console]: \n",
       "\n",
       "R[write to console]: \n",
       "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/RtmpFuk37H/downloaded_packages’\n",
+      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
       "R[write to console]: \n",
       "R[write to console]: \n",
       "\n"
@@ -1764,10 +109,10 @@
     {
      "data": {
       "text/plain": [
-       "<rpy2.rinterface.NULLType object at 0x7f2818de2f08> [RTYPES.NILSXP]"
+       "<rpy2.rinterface.NULLType object at 0x7f05381c5ac8> [RTYPES.NILSXP]"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1780,7 +125,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": 5,
    "metadata": {
     "scrolled": true
    },
@@ -1789,14 +134,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "R[write to console]: Bioconductor version 3.8 (BiocManager 1.30.4), R 3.5.3 (2019-03-11)\n",
+      "R[write to console]: Bioconductor version 3.9 (BiocManager 1.30.7), R 3.6.1 (2019-07-05)\n",
       "\n",
       "R[write to console]: Installing package(s) 'limma'\n",
       "\n",
-      "R[write to console]: trying URL 'https://bioconductor.org/packages/3.8/bioc/src/contrib/limma_3.38.3.tar.gz'\n",
+      "R[write to console]: probando la URL 'https://bioconductor.org/packages/3.9/bioc/src/contrib/limma_3.40.6.tar.gz'\n",
       "\n",
       "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 1471609 bytes (1.4 MB)\n",
+      "R[write to console]:  length 1481309 bytes (1.4 MB)\n",
       "\n",
       "R[write to console]: =\n",
       "R[write to console]: =\n",
@@ -1857,12 +202,11 @@
       "\n",
       "R[write to console]: \n",
       "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/Rtmp8F0tbq/downloaded_packages’\n",
+      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
       "R[write to console]: \n",
       "R[write to console]: \n",
       "\n",
-      "R[write to console]: installation path not writeable, unable to update packages: boot, cluster,\n",
-      "  foreign, MASS, Matrix, mgcv, nlme, rpart, survival\n",
+      "R[write to console]: installation path not writeable, unable to update packages: KernSmooth\n",
       "\n"
      ]
     }
@@ -1875,27 +219,132 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = readRDS('./data/celllines.rds')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
+    "    df = robjects.conversion.rpy2py(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "vector = np.array(df[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'readRDS' is not defined",
+     "ename": "ValueError",
+     "evalue": "all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1",
      "output_type": "error",
      "traceback": [
       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-1-acc5492712c0>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mreadRDS\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./data/BRCA_rna.rds'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mlocalconverter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrobjects\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdefault_converter\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconverter\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0mbrcapd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconversion\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrpy2py\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'readRDS' is not defined"
+      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-13-55d56e2787b4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Gene Symbol'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
+      "\u001b[0;32m~/.local/lib/python3.6/site-packages/numpy/lib/shape_base.py\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(tup)\u001b[0m\n\u001b[1;32m    639\u001b[0m             \u001b[0marr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msubok\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    640\u001b[0m         \u001b[0marrays\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 641\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_nx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    642\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    643\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mconcatenate\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
+      "\u001b[0;31mValueError\u001b[0m: all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1"
      ]
     }
    ],
+   "source": [
+    "vector = [x[2] for x in df]\n",
+    "vector.insert(0, df[0].rownames)\n",
+    "columns = ['V' + str(x+1) for x in range(len(df))]\n",
+    "columns.insert(0, 'Gene Symbol')\n",
+    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "df = readRDS('./data/BRCA_rna.rds')\n",
     "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
     "    brcapd = robjects.conversion.rpy2py(df)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "        <span>FloatMatrix with 24909930 elements.</span>\n",
+       "        <table>\n",
+       "        <tbody>\n",
+       "          <tr>\n",
+       "          \n",
+       "            <td>\n",
+       "            571.840000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            0.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            0.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            ...\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            9778.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            1622.000000\n",
+       "            </td>\n",
+       "          \n",
+       "            <td>\n",
+       "            1328.000000\n",
+       "            </td>\n",
+       "          \n",
+       "          </tr>\n",
+       "        </tbody>\n",
+       "        </table>\n",
+       "        "
+      ],
+      "text/plain": [
+       "R object with classes: ('matrix',) mapped to:\n",
+       "[571.840000, 0.000000, 0.000000, 298.740000, ..., 1648.000000, 9778.000000, 1622.000000, 1328.000000]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[0]"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 113,
@@ -3613,7 +2062,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/Untitled.ipynb b/Untitled.ipynb
new file mode 100644
index 0000000..a5166db
--- /dev/null
+++ b/Untitled.ipynb
@@ -0,0 +1,63 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from cmapPy.pandasGEXpress.parse import parse"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = parse('data/gct/CCLE_RNAseq_genes_counts_20180929.gct')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<cmapPy.pandasGEXpress.GCToo.GCToo at 0x7fa9ed7bbc88>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/cellines.ipynb b/cellines.ipynb
index 120b429..48e9079 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -240,7 +240,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -249,7 +249,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -259,7 +259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -268,7 +268,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -278,7 +278,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -287,16 +287,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "ValueError",
+     "evalue": "cannot insert Gene symbol, already exists",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-10-fcc4bd41382e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdfcellines_exp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Gene symbol'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m~/.local/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, loc, column, value, allow_duplicates)\u001b[0m\n\u001b[1;32m   3574\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_ensure_valid_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3575\u001b[0m         \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sanitize_column\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcolumn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbroadcast\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3576\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mallow_duplicates\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mallow_duplicates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3577\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3578\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0massign\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/.local/lib/python3.6/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, loc, item, value, allow_duplicates)\u001b[0m\n\u001b[1;32m   1171\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mallow_duplicates\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mitem\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1172\u001b[0m             \u001b[0;31m# Should this be a different kind of error??\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1173\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"cannot insert {}, already exists\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1174\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1175\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mValueError\u001b[0m: cannot insert Gene symbol, already exists"
+     ]
+    }
+   ],
    "source": [
     "dfcellines_exp.insert(0, 'Gene symbol', df[2][0])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -325,7 +339,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -698,7 +712,7 @@
        "[16532 rows x 1019 columns]"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -709,7 +723,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -717,6 +731,23 @@
     "            Y.to_excel(writer, sheet_name='E')"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "terminado\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('terminado')"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 16,
@@ -18348,7 +18379,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,

From 8e8c385791e06f2ae53f18522231ea57817e3f11 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 22 Oct 2019 01:39:43 -0300
Subject: [PATCH 23/52] change assets files

---
 Untitled.ipynb                  | 476 +++++++++++++++++++++++++++++++-
 app/app.py                      |  41 ++-
 app/assets/img/logo.svg         |   1 +
 app/assets/img/logo_mixture.png | Bin 16210 -> 0 bytes
 4 files changed, 498 insertions(+), 20 deletions(-)
 create mode 100644 app/assets/img/logo.svg
 delete mode 100644 app/assets/img/logo_mixture.png

diff --git a/Untitled.ipynb b/Untitled.ipynb
index a5166db..ea52dbb 100644
--- a/Untitled.ipynb
+++ b/Untitled.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -11,31 +11,493 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
-    "df = parse('data/gct/CCLE_RNAseq_genes_counts_20180929.gct')"
+    "df = parse('data/CCLE_RNAseq_genes_counts_20180929.gct')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th>cid</th>\n",
+       "      <th>22RV1_PROSTATE</th>\n",
+       "      <th>2313287_STOMACH</th>\n",
+       "      <th>253JBV_URINARY_TRACT</th>\n",
+       "      <th>253J_URINARY_TRACT</th>\n",
+       "      <th>42MGBA_CENTRAL_NERVOUS_SYSTEM</th>\n",
+       "      <th>5637_URINARY_TRACT</th>\n",
+       "      <th>59M_OVARY</th>\n",
+       "      <th>639V_URINARY_TRACT</th>\n",
+       "      <th>647V_URINARY_TRACT</th>\n",
+       "      <th>697_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE</th>\n",
+       "      <th>...</th>\n",
+       "      <th>WSUDLCL2_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE</th>\n",
+       "      <th>YAPC_PANCREAS</th>\n",
+       "      <th>YD10B_UPPER_AERODIGESTIVE_TRACT</th>\n",
+       "      <th>YD15_SALIVARY_GLAND</th>\n",
+       "      <th>YD38_UPPER_AERODIGESTIVE_TRACT</th>\n",
+       "      <th>YD8_UPPER_AERODIGESTIVE_TRACT</th>\n",
+       "      <th>YH13_CENTRAL_NERVOUS_SYSTEM</th>\n",
+       "      <th>YKG1_CENTRAL_NERVOUS_SYSTEM</th>\n",
+       "      <th>ZR751_BREAST</th>\n",
+       "      <th>ZR7530_BREAST</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>rid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000223972.4</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000227232.4</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>821.0</td>\n",
+       "      <td>678.0</td>\n",
+       "      <td>677.0</td>\n",
+       "      <td>884.0</td>\n",
+       "      <td>868.0</td>\n",
+       "      <td>611.0</td>\n",
+       "      <td>692.0</td>\n",
+       "      <td>639.0</td>\n",
+       "      <td>728.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>562.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>663.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>558.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>811.0</td>\n",
+       "      <td>500.0</td>\n",
+       "      <td>945.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000243485.2</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000237613.2</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000268020.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000198695.2</td>\n",
+       "      <td>124017.0</td>\n",
+       "      <td>112857.0</td>\n",
+       "      <td>136078.0</td>\n",
+       "      <td>254975.0</td>\n",
+       "      <td>106503.0</td>\n",
+       "      <td>92152.0</td>\n",
+       "      <td>134020.0</td>\n",
+       "      <td>96755.0</td>\n",
+       "      <td>78693.0</td>\n",
+       "      <td>101470.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>64989.0</td>\n",
+       "      <td>55308.0</td>\n",
+       "      <td>167546.0</td>\n",
+       "      <td>158012.0</td>\n",
+       "      <td>65175.0</td>\n",
+       "      <td>56555.0</td>\n",
+       "      <td>37417.0</td>\n",
+       "      <td>55576.0</td>\n",
+       "      <td>42767.0</td>\n",
+       "      <td>159531.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000210194.1</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000198727.2</td>\n",
+       "      <td>695276.0</td>\n",
+       "      <td>457726.0</td>\n",
+       "      <td>250709.0</td>\n",
+       "      <td>589478.0</td>\n",
+       "      <td>316056.0</td>\n",
+       "      <td>322152.0</td>\n",
+       "      <td>302756.0</td>\n",
+       "      <td>232040.0</td>\n",
+       "      <td>403043.0</td>\n",
+       "      <td>591424.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>90995.0</td>\n",
+       "      <td>196872.0</td>\n",
+       "      <td>850259.0</td>\n",
+       "      <td>383806.0</td>\n",
+       "      <td>184011.0</td>\n",
+       "      <td>144686.0</td>\n",
+       "      <td>85061.0</td>\n",
+       "      <td>242084.0</td>\n",
+       "      <td>89457.0</td>\n",
+       "      <td>689477.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000210195.2</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>ENSG00000210196.2</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>56202 rows × 1019 columns</p>\n",
+       "</div>"
+      ],
       "text/plain": [
-       "<cmapPy.pandasGEXpress.GCToo.GCToo at 0x7fa9ed7bbc88>"
+       "cid                22RV1_PROSTATE  2313287_STOMACH  253JBV_URINARY_TRACT  \\\n",
+       "rid                                                                        \n",
+       "ENSG00000223972.4            12.0              8.0                   8.0   \n",
+       "ENSG00000227232.4          1340.0            821.0                 678.0   \n",
+       "ENSG00000243485.2             4.0              1.0                   3.0   \n",
+       "ENSG00000237613.2             6.0              3.0                   2.0   \n",
+       "ENSG00000268020.2             0.0              2.0                   3.0   \n",
+       "...                           ...              ...                   ...   \n",
+       "ENSG00000198695.2        124017.0         112857.0              136078.0   \n",
+       "ENSG00000210194.1            42.0             23.0                  11.0   \n",
+       "ENSG00000198727.2        695276.0         457726.0              250709.0   \n",
+       "ENSG00000210195.2             2.0              0.0                   5.0   \n",
+       "ENSG00000210196.2             4.0              2.0                  11.0   \n",
+       "\n",
+       "cid                253J_URINARY_TRACT  42MGBA_CENTRAL_NERVOUS_SYSTEM  \\\n",
+       "rid                                                                    \n",
+       "ENSG00000223972.4                 6.0                            2.0   \n",
+       "ENSG00000227232.4               677.0                          884.0   \n",
+       "ENSG00000243485.2                 3.0                            2.0   \n",
+       "ENSG00000237613.2                 4.0                            1.0   \n",
+       "ENSG00000268020.2                 1.0                            1.0   \n",
+       "...                               ...                            ...   \n",
+       "ENSG00000198695.2            254975.0                       106503.0   \n",
+       "ENSG00000210194.1                33.0                           22.0   \n",
+       "ENSG00000198727.2            589478.0                       316056.0   \n",
+       "ENSG00000210195.2                 7.0                            1.0   \n",
+       "ENSG00000210196.2                21.0                            1.0   \n",
+       "\n",
+       "cid                5637_URINARY_TRACT  59M_OVARY  639V_URINARY_TRACT  \\\n",
+       "rid                                                                    \n",
+       "ENSG00000223972.4                 1.0        4.0                 3.0   \n",
+       "ENSG00000227232.4               868.0      611.0               692.0   \n",
+       "ENSG00000243485.2                 6.0        3.0                 4.0   \n",
+       "ENSG00000237613.2                 4.0        3.0                 1.0   \n",
+       "ENSG00000268020.2                 0.0        1.0                 2.0   \n",
+       "...                               ...        ...                 ...   \n",
+       "ENSG00000198695.2             92152.0   134020.0             96755.0   \n",
+       "ENSG00000210194.1                29.0      349.0                23.0   \n",
+       "ENSG00000198727.2            322152.0   302756.0            232040.0   \n",
+       "ENSG00000210195.2                 2.0        6.0                 2.0   \n",
+       "ENSG00000210196.2                 2.0       12.0                 6.0   \n",
+       "\n",
+       "cid                647V_URINARY_TRACT  697_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE  \\\n",
+       "rid                                                                             \n",
+       "ENSG00000223972.4                 4.0                                     7.0   \n",
+       "ENSG00000227232.4               639.0                                   728.0   \n",
+       "ENSG00000243485.2                 4.0                                     2.0   \n",
+       "ENSG00000237613.2                 2.0                                     3.0   \n",
+       "ENSG00000268020.2                 0.0                                     2.0   \n",
+       "...                               ...                                     ...   \n",
+       "ENSG00000198695.2             78693.0                                101470.0   \n",
+       "ENSG00000210194.1                15.0                                    24.0   \n",
+       "ENSG00000198727.2            403043.0                                591424.0   \n",
+       "ENSG00000210195.2                 3.0                                     5.0   \n",
+       "ENSG00000210196.2                18.0                                     6.0   \n",
+       "\n",
+       "cid                ...  WSUDLCL2_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE  \\\n",
+       "rid                ...                                                \n",
+       "ENSG00000223972.4  ...                                         18.0   \n",
+       "ENSG00000227232.4  ...                                        562.0   \n",
+       "ENSG00000243485.2  ...                                         11.0   \n",
+       "ENSG00000237613.2  ...                                         14.0   \n",
+       "ENSG00000268020.2  ...                                          8.0   \n",
+       "...                ...                                          ...   \n",
+       "ENSG00000198695.2  ...                                      64989.0   \n",
+       "ENSG00000210194.1  ...                                         13.0   \n",
+       "ENSG00000198727.2  ...                                      90995.0   \n",
+       "ENSG00000210195.2  ...                                          6.0   \n",
+       "ENSG00000210196.2  ...                                          6.0   \n",
+       "\n",
+       "cid                YAPC_PANCREAS  YD10B_UPPER_AERODIGESTIVE_TRACT  \\\n",
+       "rid                                                                 \n",
+       "ENSG00000223972.4           14.0                             40.0   \n",
+       "ENSG00000227232.4          328.0                            663.0   \n",
+       "ENSG00000243485.2            7.0                             24.0   \n",
+       "ENSG00000237613.2           16.0                             31.0   \n",
+       "ENSG00000268020.2            3.0                             15.0   \n",
+       "...                          ...                              ...   \n",
+       "ENSG00000198695.2        55308.0                         167546.0   \n",
+       "ENSG00000210194.1            6.0                             20.0   \n",
+       "ENSG00000198727.2       196872.0                         850259.0   \n",
+       "ENSG00000210195.2            5.0                             22.0   \n",
+       "ENSG00000210196.2           19.0                            128.0   \n",
+       "\n",
+       "cid                YD15_SALIVARY_GLAND  YD38_UPPER_AERODIGESTIVE_TRACT  \\\n",
+       "rid                                                                      \n",
+       "ENSG00000223972.4                 39.0                            25.0   \n",
+       "ENSG00000227232.4                270.0                           233.0   \n",
+       "ENSG00000243485.2                 24.0                            20.0   \n",
+       "ENSG00000237613.2                 19.0                            24.0   \n",
+       "ENSG00000268020.2                  7.0                             5.0   \n",
+       "...                                ...                             ...   \n",
+       "ENSG00000198695.2             158012.0                         65175.0   \n",
+       "ENSG00000210194.1                 56.0                            19.0   \n",
+       "ENSG00000198727.2             383806.0                        184011.0   \n",
+       "ENSG00000210195.2                  7.0                             1.0   \n",
+       "ENSG00000210196.2                  9.0                            12.0   \n",
+       "\n",
+       "cid                YD8_UPPER_AERODIGESTIVE_TRACT  YH13_CENTRAL_NERVOUS_SYSTEM  \\\n",
+       "rid                                                                             \n",
+       "ENSG00000223972.4                           14.0                         11.0   \n",
+       "ENSG00000227232.4                          558.0                        309.0   \n",
+       "ENSG00000243485.2                            6.0                          3.0   \n",
+       "ENSG00000237613.2                            8.0                          7.0   \n",
+       "ENSG00000268020.2                            3.0                          5.0   \n",
+       "...                                          ...                          ...   \n",
+       "ENSG00000198695.2                        56555.0                      37417.0   \n",
+       "ENSG00000210194.1                           15.0                         12.0   \n",
+       "ENSG00000198727.2                       144686.0                      85061.0   \n",
+       "ENSG00000210195.2                           10.0                         14.0   \n",
+       "ENSG00000210196.2                           10.0                          4.0   \n",
+       "\n",
+       "cid                YKG1_CENTRAL_NERVOUS_SYSTEM  ZR751_BREAST  ZR7530_BREAST  \n",
+       "rid                                                                          \n",
+       "ENSG00000223972.4                          5.0          13.0            6.0  \n",
+       "ENSG00000227232.4                        811.0         500.0          945.0  \n",
+       "ENSG00000243485.2                          1.0           6.0            5.0  \n",
+       "ENSG00000237613.2                          0.0          10.0            4.0  \n",
+       "ENSG00000268020.2                          4.0           3.0            2.0  \n",
+       "...                                        ...           ...            ...  \n",
+       "ENSG00000198695.2                      55576.0       42767.0       159531.0  \n",
+       "ENSG00000210194.1                         23.0           9.0           21.0  \n",
+       "ENSG00000198727.2                     242084.0       89457.0       689477.0  \n",
+       "ENSG00000210195.2                          0.0           3.0            0.0  \n",
+       "ENSG00000210196.2                          1.0           8.0            1.0  \n",
+       "\n",
+       "[56202 rows x 1019 columns]"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df"
+    "df.data_df"
    ]
   }
  ],
diff --git a/app/app.py b/app/app.py
index b04d4dc..ff56f04 100755
--- a/app/app.py
+++ b/app/app.py
@@ -38,8 +38,8 @@
 app.css.config.serve_locally = True
 
 
-urlCss = './assets/css/main.css'
-urlLogo = './assets/img/logo_mixture.png'
+urlCss = 'assets/css/main.css'
+urlLogo = 'assets/img/logo.svg'
 urlTil10 = 'data/TIL10_signature.xlsx'
 urlLm22 = 'data/LM22Signature.xlsx'
 
@@ -53,22 +53,37 @@ def find_data_file(filename):
         datadir = os.path.dirname(__file__)
     return os.path.join(datadir, filename)
 
-#urlLogo = find_data_file(urlLogo)
+styleSheetFile =open(find_data_file(urlCss), "r")
+logoFile = open(find_data_file(urlLogo), "r")
 
-#print(urlLogo.replace('\\', '/'))
+app.index_string = '''
+<!DOCTYPE html>
+<html>
+    <head>
+        {%metas%}
+        <title>{%title%}</title>
+        {%favicon%}
+        {%css%}
+        <style>
+        ''' + str(styleSheetFile.read()) + '''
+        </style>
+    </head>
+    <body>
+        ''' + str(logoFile.read()) + '''
+        {%app_entry%}
+        <footer>
+            {%config%}
+            {%scripts%}
+            {%renderer%}
+        </footer>
+    </body>
+</html>
+'''
 
 app.layout = html.Div([
-    html.Link(
-        rel='stylesheet',
-        href=urlCss
-    ),
     html.Div([
-      html.Img(src=urlLogo, style = {
-          'width': '300px'
-      }),
-      #html.H2('MIXTURE'),
       html.H6('an improved algorithm for immune tumor microenvironment estimation based on gene expression data', style = {
-          'margin-top': '-20px'
+          'margin-top': '-10px'
       })
     ]),
     html.Div([
diff --git a/app/assets/img/logo.svg b/app/assets/img/logo.svg
new file mode 100644
index 0000000..d9871e1
--- /dev/null
+++ b/app/assets/img/logo.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="336" height="59" viewBox="0 0 336 59" xmlns:xlink="http://www.w3.org/1999/xlink"><defs><filter id="a"><feOffset dy="-59" in="SourceGraphic" result="b"></feOffset><feColorMatrix in="b" result="b" type="matrix" values="0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0"></feColorMatrix><feComposite in="SourceGraphic" in2="b" operator="in"></feComposite></filter></defs><image width="100%" height="200%" 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From a5f7309aeca7d8237eb1afd19e009f2a512b1e30 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Wed, 23 Oct 2019 12:22:35 -0300
Subject: [PATCH 24/52] add data folder gitignore

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 9687ed3..6cb3c1a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,5 +7,6 @@ build/
 dist/
 app/dist/
 app/build/
+data/
 
 MixturePy.spec
\ No newline at end of file

From dc5b66eeb877fd81abe478a3e2114b2bad9da0fb Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Wed, 23 Oct 2019 12:23:34 -0300
Subject: [PATCH 25/52] cellines

---
 .ipynb_checkpoints/cellines-checkpoint.ipynb | 19444 +++++++++++++++--
 cellines.ipynb                               |   439 +-
 2 files changed, 17695 insertions(+), 2188 deletions(-)

diff --git a/.ipynb_checkpoints/cellines-checkpoint.ipynb b/.ipynb_checkpoints/cellines-checkpoint.ipynb
index 29ea59d..8046d27 100644
--- a/.ipynb_checkpoints/cellines-checkpoint.ipynb
+++ b/.ipynb_checkpoints/cellines-checkpoint.ipynb
@@ -24,19 +24,40 @@
     "from rpy2.robjects.packages import importr"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.linalg import expm, sinm, cosm"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 4,
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "import Mixture\n",
+    "import Mixture.Utils as mut"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.6’\n",
+      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.5’\n",
       "(as ‘lib’ is unspecified)\n",
       "\n",
-      "R[write to console]: probando la URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
+      "R[write to console]: trying URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
       "\n",
       "R[write to console]: Content type 'application/x-gzip'\n",
       "R[write to console]:  length 38020 bytes (37 KB)\n",
@@ -100,7 +121,7 @@
       "\n",
       "R[write to console]: \n",
       "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
+      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
       "R[write to console]: \n",
       "R[write to console]: \n",
       "\n"
@@ -109,10 +130,10 @@
     {
      "data": {
       "text/plain": [
-       "<rpy2.rinterface.NULLType object at 0x7f05381c5ac8> [RTYPES.NILSXP]"
+       "<rpy2.rinterface.NULLType object at 0x7f6a1c167ec8> [RTYPES.NILSXP]"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -125,23 +146,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {
-    "scrolled": true
+    "collapsed": true
    },
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "R[write to console]: Bioconductor version 3.9 (BiocManager 1.30.7), R 3.6.1 (2019-07-05)\n",
+      "R[write to console]: Bioconductor version 3.8 (BiocManager 1.30.7), R 3.5.3 (2019-03-11)\n",
       "\n",
       "R[write to console]: Installing package(s) 'limma'\n",
       "\n",
-      "R[write to console]: probando la URL 'https://bioconductor.org/packages/3.9/bioc/src/contrib/limma_3.40.6.tar.gz'\n",
+      "R[write to console]: trying URL 'https://bioconductor.org/packages/3.8/bioc/src/contrib/limma_3.38.3.tar.gz'\n",
       "\n",
       "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 1481309 bytes (1.4 MB)\n",
+      "R[write to console]:  length 1471609 bytes (1.4 MB)\n",
       "\n",
       "R[write to console]: =\n",
       "R[write to console]: =\n",
@@ -202,11 +223,12 @@
       "\n",
       "R[write to console]: \n",
       "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
+      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
       "R[write to console]: \n",
       "R[write to console]: \n",
       "\n",
-      "R[write to console]: installation path not writeable, unable to update packages: KernSmooth\n",
+      "R[write to console]: installation path not writeable, unable to update packages: boot, cluster,\n",
+      "  foreign, KernSmooth, MASS, Matrix, mgcv, nlme, rpart, survival\n",
       "\n"
      ]
     }
@@ -219,7 +241,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -228,7 +250,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -238,7 +260,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -247,1802 +269,17692 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 10,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ValueError",
-     "evalue": "all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-13-55d56e2787b4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Gene Symbol'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/numpy/lib/shape_base.py\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(tup)\u001b[0m\n\u001b[1;32m    639\u001b[0m             \u001b[0marr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msubok\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    640\u001b[0m         \u001b[0marrays\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 641\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_nx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    642\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    643\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mconcatenate\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
-      "\u001b[0;31mValueError\u001b[0m: all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "vector = [x[2] for x in df]\n",
-    "vector.insert(0, df[0].rownames)\n",
-    "columns = ['V' + str(x+1) for x in range(len(df))]\n",
-    "columns.insert(0, 'Gene Symbol')\n",
-    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)"
+    "#applying antilog\n",
+    "vector_exp = np.exp2(vector)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
-    "df = readRDS('./data/BRCA_rna.rds')\n",
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    brcapd = robjects.conversion.rpy2py(df)"
+    "dfcellines_exp = pd.DataFrame(vector_exp, columns = df[0].colnames)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <span>FloatMatrix with 24909930 elements.</span>\n",
-       "        <table>\n",
-       "        <tbody>\n",
-       "          <tr>\n",
-       "          \n",
-       "            <td>\n",
-       "            571.840000\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            0.000000\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            0.000000\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            ...\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            9778.000000\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            1622.000000\n",
-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            1328.000000\n",
-       "            </td>\n",
-       "          \n",
-       "          </tr>\n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "R object with classes: ('matrix',) mapped to:\n",
-       "[571.840000, 0.000000, 0.000000, 298.740000, ..., 1648.000000, 9778.000000, 1622.000000, 1328.000000]"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df[0]"
+    "dfcellines_exp.insert(0, 'Gene symbol', df[2][0])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 113,
+   "execution_count": 13,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "24909930"
-      ]
-     },
-     "execution_count": 113,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
+   "source": [
+    "Y = dfcellines_exp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
    "source": [
-    "len(brcapd[0])"
+    "cores = 4\n",
+    "iters = 1000\n",
+    "output = 'outputCellines_TIL10'"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 136,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
-    "vector = np.array(brcapd[0])"
+    "X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 142,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "df1 = pd.DataFrame(vector, index = brcapd[0].rownames, columns = brcapd[0].colnames)"
+    "with pd.ExcelWriter('Celllines.xlsx') as writer:\n",
+    "            Y.to_excel(writer, sheet_name='E')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 143,
+   "execution_count": null,
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "print('terminado')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "scrolled": true,
+    "slideshow": {
+     "slide_type": "-"
+    }
+   },
    "outputs": [
     {
-     "data": {
-      "text/html": [
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-       "<style scoped>\n",
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-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>TCGA.3C.AAAU.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.3C.AALI.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.3C.AALJ.01A.31R.A41B.07</th>\n",
-       "      <th>TCGA.3C.AALK.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.4H.AAAK.01A.12R.A41B.07</th>\n",
-       "      <th>TCGA.5L.AAT0.01A.12R.A41B.07</th>\n",
-       "      <th>TCGA.5L.AAT1.01A.12R.A41B.07</th>\n",
-       "      <th>TCGA.5T.A9QA.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.A1.A0SB.01A.11R.A144.07</th>\n",
-       "      <th>TCGA.A1.A0SD.01A.11R.A115.07</th>\n",
-       "      <th>...</th>\n",
-       "      <th>TCGA.UL.AAZ6.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.UU.A93S.01A.21R.A41B.07</th>\n",
-       "      <th>TCGA.V7.A7HQ.01A.11R.A33J.07</th>\n",
-       "      <th>TCGA.W8.A86G.01A.21R.A36F.07</th>\n",
-       "      <th>TCGA.WT.AB41.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.WT.AB44.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.XX.A899.01A.11R.A36F.07</th>\n",
-       "      <th>TCGA.XX.A89A.01A.11R.A36F.07</th>\n",
-       "      <th>TCGA.Z7.A8R5.01A.42R.A41B.07</th>\n",
-       "      <th>TCGA.Z7.A8R6.01A.11R.A41B.07</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>A1BG</th>\n",
-       "      <td>571.84</td>\n",
-       "      <td>436.55</td>\n",
-       "      <td>466.83</td>\n",
-       "      <td>461.69</td>\n",
-       "      <td>631.87</td>\n",
-       "      <td>347.38</td>\n",
-       "      <td>259.26</td>\n",
-       "      <td>600.72</td>\n",
-       "      <td>109.21</td>\n",
-       "      <td>430.13</td>\n",
-       "      <td>...</td>\n",
-       "      <td>110.60</td>\n",
-       "      <td>444.97</td>\n",
-       "      <td>1675.86</td>\n",
-       "      <td>1123.11</td>\n",
-       "      <td>151.92</td>\n",
-       "      <td>578.62</td>\n",
-       "      <td>566.98</td>\n",
-       "      <td>540.12</td>\n",
-       "      <td>735.86</td>\n",
-       "      <td>713.63</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A1CF</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2BP1</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>9.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>10.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>11.00</td>\n",
-       "      <td>6.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2LD1</th>\n",
-       "      <td>298.74</td>\n",
-       "      <td>130.32</td>\n",
-       "      <td>177.87</td>\n",
-       "      <td>151.08</td>\n",
-       "      <td>362.77</td>\n",
-       "      <td>190.14</td>\n",
-       "      <td>125.12</td>\n",
-       "      <td>446.68</td>\n",
-       "      <td>84.12</td>\n",
-       "      <td>202.11</td>\n",
-       "      <td>...</td>\n",
-       "      <td>473.07</td>\n",
-       "      <td>311.08</td>\n",
-       "      <td>203.27</td>\n",
-       "      <td>125.82</td>\n",
-       "      <td>395.69</td>\n",
-       "      <td>75.79</td>\n",
-       "      <td>333.32</td>\n",
-       "      <td>169.21</td>\n",
-       "      <td>136.11</td>\n",
-       "      <td>72.38</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2M</th>\n",
-       "      <td>16823.52</td>\n",
-       "      <td>13924.87</td>\n",
-       "      <td>9750.96</td>\n",
-       "      <td>26490.85</td>\n",
-       "      <td>22525.79</td>\n",
-       "      <td>21021.82</td>\n",
-       "      <td>18903.93</td>\n",
-       "      <td>6084.91</td>\n",
-       "      <td>70203.92</td>\n",
-       "      <td>71921.78</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11632.72</td>\n",
-       "      <td>4878.98</td>\n",
-       "      <td>13074.10</td>\n",
-       "      <td>38610.76</td>\n",
-       "      <td>12148.67</td>\n",
-       "      <td>6641.28</td>\n",
-       "      <td>51685.84</td>\n",
-       "      <td>36189.77</td>\n",
-       "      <td>61673.21</td>\n",
-       "      <td>21090.94</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2ML1</th>\n",
-       "      <td>4.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>23.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>360.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>26.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>118.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>12.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A4GALT</th>\n",
-       "      <td>198.00</td>\n",
-       "      <td>290.00</td>\n",
-       "      <td>633.00</td>\n",
-       "      <td>1224.00</td>\n",
-       "      <td>804.00</td>\n",
-       "      <td>631.00</td>\n",
-       "      <td>323.00</td>\n",
-       "      <td>787.00</td>\n",
-       "      <td>749.00</td>\n",
-       "      <td>1140.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1304.00</td>\n",
-       "      <td>87.00</td>\n",
-       "      <td>2384.00</td>\n",
-       "      <td>585.00</td>\n",
-       "      <td>2553.00</td>\n",
-       "      <td>438.00</td>\n",
-       "      <td>1284.00</td>\n",
-       "      <td>1303.00</td>\n",
-       "      <td>764.00</td>\n",
-       "      <td>2209.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A4GNT</th>\n",
-       "      <td>25.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>6.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAA1</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAAS</th>\n",
-       "      <td>1884.00</td>\n",
-       "      <td>1633.00</td>\n",
-       "      <td>798.00</td>\n",
-       "      <td>1878.00</td>\n",
-       "      <td>1925.00</td>\n",
-       "      <td>1627.00</td>\n",
-       "      <td>971.00</td>\n",
-       "      <td>1670.00</td>\n",
-       "      <td>1580.00</td>\n",
-       "      <td>1594.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3957.00</td>\n",
-       "      <td>698.00</td>\n",
-       "      <td>2314.00</td>\n",
-       "      <td>2485.00</td>\n",
-       "      <td>1680.00</td>\n",
-       "      <td>1555.00</td>\n",
-       "      <td>1796.00</td>\n",
-       "      <td>1909.00</td>\n",
-       "      <td>1747.00</td>\n",
-       "      <td>2510.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AACS</th>\n",
-       "      <td>3155.00</td>\n",
-       "      <td>1538.00</td>\n",
-       "      <td>1691.00</td>\n",
-       "      <td>2074.00</td>\n",
-       "      <td>1974.00</td>\n",
-       "      <td>1421.00</td>\n",
-       "      <td>1147.00</td>\n",
-       "      <td>2291.00</td>\n",
-       "      <td>4848.00</td>\n",
-       "      <td>2372.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4700.00</td>\n",
-       "      <td>3079.00</td>\n",
-       "      <td>2783.00</td>\n",
-       "      <td>1230.00</td>\n",
-       "      <td>1152.00</td>\n",
-       "      <td>794.00</td>\n",
-       "      <td>2938.00</td>\n",
-       "      <td>1824.00</td>\n",
-       "      <td>1779.00</td>\n",
-       "      <td>2179.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AACSL</th>\n",
-       "      <td>4.00</td>\n",
-       "      <td>65.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1821.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADAC</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>90.00</td>\n",
-       "      <td>6.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>11.00</td>\n",
-       "      <td>30.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADACL2</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADACL3</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADACL4</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADAT</th>\n",
-       "      <td>16.00</td>\n",
-       "      <td>45.00</td>\n",
-       "      <td>59.00</td>\n",
-       "      <td>138.00</td>\n",
-       "      <td>148.00</td>\n",
-       "      <td>59.00</td>\n",
-       "      <td>40.00</td>\n",
-       "      <td>219.00</td>\n",
-       "      <td>445.00</td>\n",
-       "      <td>120.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>257.00</td>\n",
-       "      <td>14.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>68.00</td>\n",
-       "      <td>49.00</td>\n",
-       "      <td>38.00</td>\n",
-       "      <td>106.00</td>\n",
-       "      <td>96.00</td>\n",
-       "      <td>67.00</td>\n",
-       "      <td>69.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAGAB</th>\n",
-       "      <td>3773.00</td>\n",
-       "      <td>6512.00</td>\n",
-       "      <td>1501.00</td>\n",
-       "      <td>4069.00</td>\n",
-       "      <td>4236.00</td>\n",
-       "      <td>3226.00</td>\n",
-       "      <td>2611.00</td>\n",
-       "      <td>4941.00</td>\n",
-       "      <td>1884.00</td>\n",
-       "      <td>5901.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6756.00</td>\n",
-       "      <td>1751.00</td>\n",
-       "      <td>5407.00</td>\n",
-       "      <td>2451.00</td>\n",
-       "      <td>1836.00</td>\n",
-       "      <td>985.00</td>\n",
-       "      <td>3774.00</td>\n",
-       "      <td>3241.00</td>\n",
-       "      <td>2702.00</td>\n",
-       "      <td>4202.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAK1</th>\n",
-       "      <td>1501.00</td>\n",
-       "      <td>1560.00</td>\n",
-       "      <td>627.00</td>\n",
-       "      <td>1759.00</td>\n",
-       "      <td>1594.00</td>\n",
-       "      <td>1613.00</td>\n",
-       "      <td>850.00</td>\n",
-       "      <td>659.00</td>\n",
-       "      <td>2327.00</td>\n",
-       "      <td>3341.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1918.00</td>\n",
-       "      <td>1137.00</td>\n",
-       "      <td>552.00</td>\n",
-       "      <td>1612.00</td>\n",
-       "      <td>802.00</td>\n",
-       "      <td>612.00</td>\n",
-       "      <td>2446.00</td>\n",
-       "      <td>1914.00</td>\n",
-       "      <td>1082.00</td>\n",
-       "      <td>1500.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAMP</th>\n",
-       "      <td>5957.00</td>\n",
-       "      <td>5480.00</td>\n",
-       "      <td>2528.00</td>\n",
-       "      <td>6677.00</td>\n",
-       "      <td>7733.00</td>\n",
-       "      <td>6122.00</td>\n",
-       "      <td>3801.00</td>\n",
-       "      <td>6436.00</td>\n",
-       "      <td>4880.00</td>\n",
-       "      <td>7242.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11362.00</td>\n",
-       "      <td>3702.00</td>\n",
-       "      <td>7863.00</td>\n",
-       "      <td>5566.00</td>\n",
-       "      <td>5717.00</td>\n",
-       "      <td>2628.00</td>\n",
-       "      <td>5563.00</td>\n",
-       "      <td>5799.00</td>\n",
-       "      <td>5214.00</td>\n",
-       "      <td>7569.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AANAT</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AARS</th>\n",
-       "      <td>12794.00</td>\n",
-       "      <td>8406.00</td>\n",
-       "      <td>2820.00</td>\n",
-       "      <td>5131.00</td>\n",
-       "      <td>5548.00</td>\n",
-       "      <td>3466.00</td>\n",
-       "      <td>2726.00</td>\n",
-       "      <td>16427.00</td>\n",
-       "      <td>7661.00</td>\n",
-       "      <td>6601.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>28173.00</td>\n",
-       "      <td>8516.00</td>\n",
-       "      <td>3673.00</td>\n",
-       "      <td>3053.00</td>\n",
-       "      <td>4800.00</td>\n",
-       "      <td>1232.00</td>\n",
-       "      <td>5437.00</td>\n",
-       "      <td>5518.00</td>\n",
-       "      <td>3945.00</td>\n",
-       "      <td>5876.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AARS2</th>\n",
-       "      <td>2001.68</td>\n",
-       "      <td>868.93</td>\n",
-       "      <td>485.00</td>\n",
-       "      <td>1043.99</td>\n",
-       "      <td>1357.94</td>\n",
-       "      <td>993.99</td>\n",
-       "      <td>657.00</td>\n",
-       "      <td>1480.95</td>\n",
-       "      <td>1138.93</td>\n",
-       "      <td>1405.99</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1305.00</td>\n",
-       "      <td>504.99</td>\n",
-       "      <td>757.00</td>\n",
-       "      <td>1291.75</td>\n",
-       "      <td>603.00</td>\n",
-       "      <td>723.00</td>\n",
-       "      <td>1120.86</td>\n",
-       "      <td>1392.56</td>\n",
-       "      <td>707.96</td>\n",
-       "      <td>1518.93</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AARSD1</th>\n",
-       "      <td>1354.00</td>\n",
-       "      <td>770.00</td>\n",
-       "      <td>431.00</td>\n",
-       "      <td>1193.00</td>\n",
-       "      <td>1557.00</td>\n",
-       "      <td>1191.00</td>\n",
-       "      <td>958.00</td>\n",
-       "      <td>2305.00</td>\n",
-       "      <td>1481.00</td>\n",
-       "      <td>1099.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1319.00</td>\n",
-       "      <td>810.00</td>\n",
-       "      <td>3626.00</td>\n",
-       "      <td>1406.00</td>\n",
-       "      <td>1857.00</td>\n",
-       "      <td>1100.00</td>\n",
-       "      <td>1359.00</td>\n",
-       "      <td>864.00</td>\n",
-       "      <td>1749.00</td>\n",
-       "      <td>2086.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AASDH</th>\n",
-       "      <td>805.00</td>\n",
-       "      <td>339.00</td>\n",
-       "      <td>210.00</td>\n",
-       "      <td>475.00</td>\n",
-       "      <td>736.00</td>\n",
-       "      <td>536.00</td>\n",
-       "      <td>339.00</td>\n",
-       "      <td>639.00</td>\n",
-       "      <td>853.00</td>\n",
-       "      <td>1008.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>266.00</td>\n",
-       "      <td>175.00</td>\n",
-       "      <td>346.00</td>\n",
-       "      <td>414.00</td>\n",
-       "      <td>264.00</td>\n",
-       "      <td>211.00</td>\n",
-       "      <td>683.00</td>\n",
-       "      <td>538.00</td>\n",
-       "      <td>615.00</td>\n",
-       "      <td>564.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AASDHPPT</th>\n",
-       "      <td>2347.00</td>\n",
-       "      <td>1248.00</td>\n",
-       "      <td>860.00</td>\n",
-       "      <td>1608.00</td>\n",
-       "      <td>1093.00</td>\n",
-       "      <td>1090.00</td>\n",
-       "      <td>844.00</td>\n",
-       "      <td>1240.00</td>\n",
-       "      <td>2191.00</td>\n",
-       "      <td>1877.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1712.82</td>\n",
-       "      <td>824.00</td>\n",
-       "      <td>671.00</td>\n",
-       "      <td>1422.00</td>\n",
-       "      <td>382.00</td>\n",
-       "      <td>880.00</td>\n",
-       "      <td>1441.00</td>\n",
-       "      <td>1004.00</td>\n",
-       "      <td>796.71</td>\n",
-       "      <td>1442.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AASS</th>\n",
-       "      <td>133.00</td>\n",
-       "      <td>132.00</td>\n",
-       "      <td>84.00</td>\n",
-       "      <td>443.00</td>\n",
-       "      <td>907.00</td>\n",
-       "      <td>809.00</td>\n",
-       "      <td>402.00</td>\n",
-       "      <td>277.00</td>\n",
-       "      <td>919.00</td>\n",
-       "      <td>998.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>61.00</td>\n",
-       "      <td>112.00</td>\n",
-       "      <td>1202.00</td>\n",
-       "      <td>95.00</td>\n",
-       "      <td>631.00</td>\n",
-       "      <td>1325.00</td>\n",
-       "      <td>336.00</td>\n",
-       "      <td>409.00</td>\n",
-       "      <td>115.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AATF</th>\n",
-       "      <td>4407.00</td>\n",
-       "      <td>14067.00</td>\n",
-       "      <td>2314.00</td>\n",
-       "      <td>4629.00</td>\n",
-       "      <td>3091.00</td>\n",
-       "      <td>1969.00</td>\n",
-       "      <td>1538.00</td>\n",
-       "      <td>3654.00</td>\n",
-       "      <td>2041.00</td>\n",
-       "      <td>4008.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3326.00</td>\n",
-       "      <td>1358.00</td>\n",
-       "      <td>3048.00</td>\n",
-       "      <td>2098.00</td>\n",
-       "      <td>3105.00</td>\n",
-       "      <td>1205.00</td>\n",
-       "      <td>2819.00</td>\n",
-       "      <td>1540.00</td>\n",
-       "      <td>2741.00</td>\n",
-       "      <td>3621.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AATK</th>\n",
-       "      <td>1797.70</td>\n",
-       "      <td>198.00</td>\n",
-       "      <td>160.00</td>\n",
-       "      <td>290.00</td>\n",
-       "      <td>83.00</td>\n",
-       "      <td>93.00</td>\n",
-       "      <td>28.00</td>\n",
-       "      <td>461.13</td>\n",
-       "      <td>274.00</td>\n",
-       "      <td>222.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>156.00</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>173.03</td>\n",
-       "      <td>198.00</td>\n",
-       "      <td>98.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>439.00</td>\n",
-       "      <td>75.00</td>\n",
-       "      <td>106.00</td>\n",
-       "      <td>90.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ABAT</th>\n",
-       "      <td>1801.00</td>\n",
-       "      <td>442.00</td>\n",
-       "      <td>414.00</td>\n",
-       "      <td>4161.00</td>\n",
-       "      <td>2004.00</td>\n",
-       "      <td>1453.00</td>\n",
-       "      <td>984.00</td>\n",
-       "      <td>657.00</td>\n",
-       "      <td>1009.00</td>\n",
-       "      <td>2732.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1524.00</td>\n",
-       "      <td>190.00</td>\n",
-       "      <td>2305.00</td>\n",
-       "      <td>2593.00</td>\n",
-       "      <td>410.00</td>\n",
-       "      <td>1166.00</td>\n",
-       "      <td>3271.00</td>\n",
-       "      <td>1271.00</td>\n",
-       "      <td>806.00</td>\n",
-       "      <td>2211.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN16</th>\n",
-       "      <td>653.00</td>\n",
-       "      <td>321.00</td>\n",
-       "      <td>122.00</td>\n",
-       "      <td>394.00</td>\n",
-       "      <td>319.95</td>\n",
-       "      <td>374.96</td>\n",
-       "      <td>194.98</td>\n",
-       "      <td>540.93</td>\n",
-       "      <td>357.00</td>\n",
-       "      <td>353.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>710.00</td>\n",
-       "      <td>186.97</td>\n",
-       "      <td>290.00</td>\n",
-       "      <td>434.00</td>\n",
-       "      <td>288.97</td>\n",
-       "      <td>353.00</td>\n",
-       "      <td>334.95</td>\n",
-       "      <td>246.00</td>\n",
-       "      <td>462.95</td>\n",
-       "      <td>457.88</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN18</th>\n",
-       "      <td>384.00</td>\n",
-       "      <td>2850.00</td>\n",
-       "      <td>2455.00</td>\n",
-       "      <td>3085.00</td>\n",
-       "      <td>3683.00</td>\n",
-       "      <td>3743.00</td>\n",
-       "      <td>1127.00</td>\n",
-       "      <td>1248.00</td>\n",
-       "      <td>1765.00</td>\n",
-       "      <td>4949.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3549.00</td>\n",
-       "      <td>114.00</td>\n",
-       "      <td>4131.00</td>\n",
-       "      <td>3691.00</td>\n",
-       "      <td>1862.00</td>\n",
-       "      <td>2669.00</td>\n",
-       "      <td>2270.00</td>\n",
-       "      <td>3899.00</td>\n",
-       "      <td>3266.00</td>\n",
-       "      <td>3759.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN2</th>\n",
-       "      <td>1690.00</td>\n",
-       "      <td>435.00</td>\n",
-       "      <td>296.00</td>\n",
-       "      <td>737.00</td>\n",
-       "      <td>780.00</td>\n",
-       "      <td>732.00</td>\n",
-       "      <td>285.00</td>\n",
-       "      <td>599.00</td>\n",
-       "      <td>1021.00</td>\n",
-       "      <td>1250.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>969.00</td>\n",
-       "      <td>388.00</td>\n",
-       "      <td>633.00</td>\n",
-       "      <td>574.00</td>\n",
-       "      <td>275.00</td>\n",
-       "      <td>132.00</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>658.00</td>\n",
-       "      <td>493.00</td>\n",
-       "      <td>859.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN20</th>\n",
-       "      <td>461.00</td>\n",
-       "      <td>51.00</td>\n",
-       "      <td>58.00</td>\n",
-       "      <td>89.00</td>\n",
-       "      <td>172.00</td>\n",
-       "      <td>118.00</td>\n",
-       "      <td>106.00</td>\n",
-       "      <td>128.00</td>\n",
-       "      <td>240.00</td>\n",
-       "      <td>181.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>62.00</td>\n",
-       "      <td>44.00</td>\n",
-       "      <td>69.00</td>\n",
-       "      <td>63.00</td>\n",
-       "      <td>31.00</td>\n",
-       "      <td>38.00</td>\n",
-       "      <td>222.00</td>\n",
-       "      <td>130.00</td>\n",
-       "      <td>77.00</td>\n",
-       "      <td>197.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN21</th>\n",
-       "      <td>735.54</td>\n",
-       "      <td>1284.58</td>\n",
-       "      <td>312.00</td>\n",
-       "      <td>726.61</td>\n",
-       "      <td>740.07</td>\n",
-       "      <td>581.38</td>\n",
-       "      <td>339.54</td>\n",
-       "      <td>429.11</td>\n",
-       "      <td>540.44</td>\n",
-       "      <td>767.27</td>\n",
-       "      <td>...</td>\n",
-       "      <td>551.28</td>\n",
-       "      <td>319.32</td>\n",
-       "      <td>407.59</td>\n",
-       "      <td>660.59</td>\n",
-       "      <td>345.73</td>\n",
-       "      <td>572.76</td>\n",
-       "      <td>638.18</td>\n",
-       "      <td>470.09</td>\n",
-       "      <td>402.37</td>\n",
-       "      <td>746.31</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN22</th>\n",
-       "      <td>873.00</td>\n",
-       "      <td>363.00</td>\n",
-       "      <td>153.00</td>\n",
-       "      <td>296.00</td>\n",
-       "      <td>376.00</td>\n",
-       "      <td>253.00</td>\n",
-       "      <td>163.00</td>\n",
-       "      <td>263.00</td>\n",
-       "      <td>244.00</td>\n",
-       "      <td>385.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>213.00</td>\n",
-       "      <td>204.00</td>\n",
-       "      <td>137.00</td>\n",
-       "      <td>315.00</td>\n",
-       "      <td>67.00</td>\n",
-       "      <td>85.00</td>\n",
-       "      <td>281.00</td>\n",
-       "      <td>206.00</td>\n",
-       "      <td>176.00</td>\n",
-       "      <td>403.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN23</th>\n",
-       "      <td>111.00</td>\n",
-       "      <td>13.00</td>\n",
-       "      <td>51.00</td>\n",
-       "      <td>64.00</td>\n",
-       "      <td>23.00</td>\n",
-       "      <td>9.00</td>\n",
-       "      <td>10.00</td>\n",
-       "      <td>22.00</td>\n",
-       "      <td>193.00</td>\n",
-       "      <td>99.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>35.00</td>\n",
-       "      <td>128.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>9.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN29</th>\n",
-       "      <td>2786.00</td>\n",
-       "      <td>1082.00</td>\n",
-       "      <td>567.00</td>\n",
-       "      <td>989.00</td>\n",
-       "      <td>699.00</td>\n",
-       "      <td>838.00</td>\n",
-       "      <td>461.00</td>\n",
-       "      <td>878.00</td>\n",
-       "      <td>1351.00</td>\n",
-       "      <td>1993.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>664.00</td>\n",
-       "      <td>593.00</td>\n",
-       "      <td>258.00</td>\n",
-       "      <td>720.00</td>\n",
-       "      <td>135.00</td>\n",
-       "      <td>289.00</td>\n",
-       "      <td>1538.00</td>\n",
-       "      <td>982.00</td>\n",
-       "      <td>397.00</td>\n",
-       "      <td>1250.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN4</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN5A</th>\n",
-       "      <td>94.00</td>\n",
-       "      <td>235.00</td>\n",
-       "      <td>69.00</td>\n",
-       "      <td>139.00</td>\n",
-       "      <td>148.00</td>\n",
-       "      <td>99.00</td>\n",
-       "      <td>111.00</td>\n",
-       "      <td>159.00</td>\n",
-       "      <td>205.00</td>\n",
-       "      <td>101.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>550.00</td>\n",
-       "      <td>17.00</td>\n",
-       "      <td>110.00</td>\n",
-       "      <td>85.00</td>\n",
-       "      <td>51.00</td>\n",
-       "      <td>49.00</td>\n",
-       "      <td>90.00</td>\n",
-       "      <td>137.00</td>\n",
-       "      <td>140.00</td>\n",
-       "      <td>170.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN5B</th>\n",
-       "      <td>3.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>13.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>3.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM1</th>\n",
-       "      <td>1252.00</td>\n",
-       "      <td>933.00</td>\n",
-       "      <td>389.00</td>\n",
-       "      <td>692.00</td>\n",
-       "      <td>654.00</td>\n",
-       "      <td>618.00</td>\n",
-       "      <td>426.00</td>\n",
-       "      <td>728.00</td>\n",
-       "      <td>659.00</td>\n",
-       "      <td>1115.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>667.00</td>\n",
-       "      <td>325.00</td>\n",
-       "      <td>753.00</td>\n",
-       "      <td>822.00</td>\n",
-       "      <td>463.00</td>\n",
-       "      <td>435.00</td>\n",
-       "      <td>611.00</td>\n",
-       "      <td>578.00</td>\n",
-       "      <td>741.00</td>\n",
-       "      <td>1171.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM2</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM3</th>\n",
-       "      <td>523.00</td>\n",
-       "      <td>256.00</td>\n",
-       "      <td>90.00</td>\n",
-       "      <td>162.00</td>\n",
-       "      <td>186.00</td>\n",
-       "      <td>238.00</td>\n",
-       "      <td>160.00</td>\n",
-       "      <td>157.00</td>\n",
-       "      <td>337.00</td>\n",
-       "      <td>342.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>169.00</td>\n",
-       "      <td>198.00</td>\n",
-       "      <td>153.00</td>\n",
-       "      <td>331.00</td>\n",
-       "      <td>229.00</td>\n",
-       "      <td>156.00</td>\n",
-       "      <td>186.00</td>\n",
-       "      <td>228.00</td>\n",
-       "      <td>264.00</td>\n",
-       "      <td>283.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM4</th>\n",
-       "      <td>1420.00</td>\n",
-       "      <td>875.00</td>\n",
-       "      <td>536.00</td>\n",
-       "      <td>1514.00</td>\n",
-       "      <td>2144.00</td>\n",
-       "      <td>965.00</td>\n",
-       "      <td>458.00</td>\n",
-       "      <td>260.00</td>\n",
-       "      <td>1659.00</td>\n",
-       "      <td>945.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>649.00</td>\n",
-       "      <td>1930.00</td>\n",
-       "      <td>395.00</td>\n",
-       "      <td>1649.00</td>\n",
-       "      <td>525.00</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>1250.00</td>\n",
-       "      <td>580.00</td>\n",
-       "      <td>753.00</td>\n",
-       "      <td>911.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM5</th>\n",
-       "      <td>1320.00</td>\n",
-       "      <td>209.00</td>\n",
-       "      <td>199.00</td>\n",
-       "      <td>260.00</td>\n",
-       "      <td>144.00</td>\n",
-       "      <td>92.00</td>\n",
-       "      <td>52.00</td>\n",
-       "      <td>53.00</td>\n",
-       "      <td>170.00</td>\n",
-       "      <td>480.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>337.00</td>\n",
-       "      <td>110.00</td>\n",
-       "      <td>78.00</td>\n",
-       "      <td>245.00</td>\n",
-       "      <td>102.00</td>\n",
-       "      <td>34.00</td>\n",
-       "      <td>233.00</td>\n",
-       "      <td>142.00</td>\n",
-       "      <td>137.00</td>\n",
-       "      <td>314.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM6</th>\n",
-       "      <td>1804.00</td>\n",
-       "      <td>446.00</td>\n",
-       "      <td>559.00</td>\n",
-       "      <td>823.00</td>\n",
-       "      <td>717.00</td>\n",
-       "      <td>824.00</td>\n",
-       "      <td>189.00</td>\n",
-       "      <td>1933.00</td>\n",
-       "      <td>810.00</td>\n",
-       "      <td>1216.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>945.00</td>\n",
-       "      <td>295.00</td>\n",
-       "      <td>191.00</td>\n",
-       "      <td>1056.00</td>\n",
-       "      <td>151.00</td>\n",
-       "      <td>232.00</td>\n",
-       "      <td>1030.00</td>\n",
-       "      <td>1206.00</td>\n",
-       "      <td>282.00</td>\n",
-       "      <td>1465.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM7</th>\n",
-       "      <td>563.19</td>\n",
-       "      <td>399.31</td>\n",
-       "      <td>181.15</td>\n",
-       "      <td>474.06</td>\n",
-       "      <td>429.85</td>\n",
-       "      <td>421.25</td>\n",
-       "      <td>570.99</td>\n",
-       "      <td>895.52</td>\n",
-       "      <td>665.19</td>\n",
-       "      <td>465.27</td>\n",
-       "      <td>...</td>\n",
-       "      <td>942.87</td>\n",
-       "      <td>517.53</td>\n",
-       "      <td>2444.26</td>\n",
-       "      <td>661.07</td>\n",
-       "      <td>625.95</td>\n",
-       "      <td>634.00</td>\n",
-       "      <td>927.76</td>\n",
-       "      <td>488.35</td>\n",
-       "      <td>1139.18</td>\n",
-       "      <td>489.56</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZUFSP</th>\n",
-       "      <td>261.00</td>\n",
-       "      <td>194.00</td>\n",
-       "      <td>260.00</td>\n",
-       "      <td>359.00</td>\n",
-       "      <td>337.00</td>\n",
-       "      <td>299.00</td>\n",
-       "      <td>238.00</td>\n",
-       "      <td>268.00</td>\n",
-       "      <td>331.00</td>\n",
-       "      <td>628.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>496.00</td>\n",
-       "      <td>129.00</td>\n",
-       "      <td>121.00</td>\n",
-       "      <td>273.00</td>\n",
-       "      <td>177.00</td>\n",
-       "      <td>156.00</td>\n",
-       "      <td>424.00</td>\n",
-       "      <td>333.00</td>\n",
-       "      <td>270.00</td>\n",
-       "      <td>623.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZW10</th>\n",
-       "      <td>1250.00</td>\n",
-       "      <td>626.00</td>\n",
-       "      <td>336.00</td>\n",
-       "      <td>759.00</td>\n",
-       "      <td>700.00</td>\n",
-       "      <td>662.00</td>\n",
-       "      <td>600.00</td>\n",
-       "      <td>775.00</td>\n",
-       "      <td>1365.00</td>\n",
-       "      <td>1111.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>1120.00</td>\n",
-       "      <td>658.00</td>\n",
-       "      <td>678.00</td>\n",
-       "      <td>296.00</td>\n",
-       "      <td>424.00</td>\n",
-       "      <td>861.00</td>\n",
-       "      <td>750.00</td>\n",
-       "      <td>576.00</td>\n",
-       "      <td>986.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZWILCH</th>\n",
-       "      <td>1206.48</td>\n",
-       "      <td>2135.68</td>\n",
-       "      <td>336.88</td>\n",
-       "      <td>953.52</td>\n",
-       "      <td>953.42</td>\n",
-       "      <td>563.18</td>\n",
-       "      <td>330.08</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>1053.86</td>\n",
-       "      <td>1125.81</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1273.79</td>\n",
-       "      <td>515.54</td>\n",
-       "      <td>261.00</td>\n",
-       "      <td>477.92</td>\n",
-       "      <td>225.00</td>\n",
-       "      <td>184.18</td>\n",
-       "      <td>1158.36</td>\n",
-       "      <td>1122.43</td>\n",
-       "      <td>289.81</td>\n",
-       "      <td>1497.71</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZWINT</th>\n",
-       "      <td>2704.00</td>\n",
-       "      <td>1775.00</td>\n",
-       "      <td>2792.00</td>\n",
-       "      <td>1616.00</td>\n",
-       "      <td>1585.00</td>\n",
-       "      <td>753.00</td>\n",
-       "      <td>659.00</td>\n",
-       "      <td>3228.00</td>\n",
-       "      <td>713.00</td>\n",
-       "      <td>1961.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1707.00</td>\n",
-       "      <td>2178.00</td>\n",
-       "      <td>403.00</td>\n",
-       "      <td>470.00</td>\n",
-       "      <td>626.00</td>\n",
-       "      <td>222.00</td>\n",
-       "      <td>1161.00</td>\n",
-       "      <td>1470.00</td>\n",
-       "      <td>433.00</td>\n",
-       "      <td>7000.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZXDA</th>\n",
-       "      <td>376.00</td>\n",
-       "      <td>110.00</td>\n",
-       "      <td>39.00</td>\n",
-       "      <td>133.00</td>\n",
-       "      <td>115.00</td>\n",
-       "      <td>117.00</td>\n",
-       "      <td>55.00</td>\n",
-       "      <td>55.00</td>\n",
-       "      <td>213.00</td>\n",
-       "      <td>291.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>134.00</td>\n",
-       "      <td>29.00</td>\n",
-       "      <td>38.00</td>\n",
-       "      <td>68.00</td>\n",
-       "      <td>25.00</td>\n",
-       "      <td>30.00</td>\n",
-       "      <td>180.00</td>\n",
-       "      <td>103.00</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>99.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZXDB</th>\n",
-       "      <td>2924.00</td>\n",
-       "      <td>825.00</td>\n",
-       "      <td>589.00</td>\n",
-       "      <td>1058.00</td>\n",
-       "      <td>997.00</td>\n",
-       "      <td>1097.00</td>\n",
-       "      <td>697.00</td>\n",
-       "      <td>547.00</td>\n",
-       "      <td>1153.00</td>\n",
-       "      <td>1748.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1282.00</td>\n",
-       "      <td>278.00</td>\n",
-       "      <td>298.00</td>\n",
-       "      <td>641.00</td>\n",
-       "      <td>283.00</td>\n",
-       "      <td>299.00</td>\n",
-       "      <td>1635.00</td>\n",
-       "      <td>723.00</td>\n",
-       "      <td>416.00</td>\n",
-       "      <td>1120.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZXDC</th>\n",
-       "      <td>4812.00</td>\n",
-       "      <td>2470.00</td>\n",
-       "      <td>848.00</td>\n",
-       "      <td>2088.00</td>\n",
-       "      <td>2467.00</td>\n",
-       "      <td>1902.00</td>\n",
-       "      <td>1213.00</td>\n",
-       "      <td>1548.00</td>\n",
-       "      <td>3143.00</td>\n",
-       "      <td>3705.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3435.00</td>\n",
-       "      <td>1255.00</td>\n",
-       "      <td>989.00</td>\n",
-       "      <td>1995.00</td>\n",
-       "      <td>581.00</td>\n",
-       "      <td>949.00</td>\n",
-       "      <td>3217.00</td>\n",
-       "      <td>2912.00</td>\n",
-       "      <td>1333.00</td>\n",
-       "      <td>2724.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZYG11A</th>\n",
-       "      <td>750.00</td>\n",
-       "      <td>365.00</td>\n",
-       "      <td>366.00</td>\n",
-       "      <td>424.00</td>\n",
-       "      <td>33.00</td>\n",
-       "      <td>27.00</td>\n",
-       "      <td>66.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>43.00</td>\n",
-       "      <td>100.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>185.00</td>\n",
-       "      <td>16.00</td>\n",
-       "      <td>65.00</td>\n",
-       "      <td>237.00</td>\n",
-       "      <td>59.00</td>\n",
-       "      <td>121.00</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>348.00</td>\n",
-       "      <td>87.00</td>\n",
-       "      <td>401.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZYG11B</th>\n",
-       "      <td>3506.00</td>\n",
-       "      <td>1110.00</td>\n",
-       "      <td>587.00</td>\n",
-       "      <td>1468.00</td>\n",
-       "      <td>1823.00</td>\n",
-       "      <td>1068.00</td>\n",
-       "      <td>630.00</td>\n",
-       "      <td>615.00</td>\n",
-       "      <td>3029.00</td>\n",
-       "      <td>2624.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1214.00</td>\n",
-       "      <td>773.00</td>\n",
-       "      <td>618.00</td>\n",
-       "      <td>1125.00</td>\n",
-       "      <td>294.00</td>\n",
-       "      <td>387.00</td>\n",
-       "      <td>1748.00</td>\n",
-       "      <td>1581.00</td>\n",
-       "      <td>847.00</td>\n",
-       "      <td>1648.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZYX</th>\n",
-       "      <td>10176.00</td>\n",
-       "      <td>10123.00</td>\n",
-       "      <td>6021.00</td>\n",
-       "      <td>13756.00</td>\n",
-       "      <td>9498.00</td>\n",
-       "      <td>7044.00</td>\n",
-       "      <td>5421.00</td>\n",
-       "      <td>6160.00</td>\n",
-       "      <td>13733.00</td>\n",
-       "      <td>10760.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10429.00</td>\n",
-       "      <td>7731.00</td>\n",
-       "      <td>10479.00</td>\n",
-       "      <td>11695.00</td>\n",
-       "      <td>8465.00</td>\n",
-       "      <td>13428.00</td>\n",
-       "      <td>13000.00</td>\n",
-       "      <td>11596.00</td>\n",
-       "      <td>11176.00</td>\n",
-       "      <td>9778.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZZEF1</th>\n",
-       "      <td>5498.00</td>\n",
-       "      <td>2425.00</td>\n",
-       "      <td>1040.00</td>\n",
-       "      <td>1888.00</td>\n",
-       "      <td>1955.00</td>\n",
-       "      <td>1572.00</td>\n",
-       "      <td>1732.00</td>\n",
-       "      <td>2132.00</td>\n",
-       "      <td>4287.00</td>\n",
-       "      <td>3866.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3112.00</td>\n",
-       "      <td>744.00</td>\n",
-       "      <td>1214.00</td>\n",
-       "      <td>2044.00</td>\n",
-       "      <td>708.00</td>\n",
-       "      <td>983.00</td>\n",
-       "      <td>4912.00</td>\n",
-       "      <td>3043.00</td>\n",
-       "      <td>1263.00</td>\n",
-       "      <td>1622.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZZZ3</th>\n",
-       "      <td>3425.00</td>\n",
-       "      <td>748.00</td>\n",
-       "      <td>562.00</td>\n",
-       "      <td>1694.00</td>\n",
-       "      <td>2072.00</td>\n",
-       "      <td>1810.00</td>\n",
-       "      <td>698.00</td>\n",
-       "      <td>843.00</td>\n",
-       "      <td>3188.00</td>\n",
-       "      <td>3614.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>778.00</td>\n",
-       "      <td>534.00</td>\n",
-       "      <td>493.00</td>\n",
-       "      <td>1835.00</td>\n",
-       "      <td>364.00</td>\n",
-       "      <td>544.00</td>\n",
-       "      <td>1702.00</td>\n",
-       "      <td>2019.00</td>\n",
-       "      <td>1257.00</td>\n",
-       "      <td>1328.00</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>20502 rows × 1215 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
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-       "A1BG                          571.84                        436.55   \n",
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-       "A2BP1                           0.00                          0.00   \n",
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-       "A2M                         16823.52                      13924.87   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                        750.00                        365.00   \n",
-       "ZYG11B                       3506.00                       1110.00   \n",
-       "ZYX                         10176.00                      10123.00   \n",
-       "ZZEF1                        5498.00                       2425.00   \n",
-       "ZZZ3                         3425.00                        748.00   \n",
-       "\n",
-       "        TCGA.3C.AALJ.01A.31R.A41B.07  TCGA.3C.AALK.01A.11R.A41B.07  \\\n",
-       "A1BG                          466.83                        461.69   \n",
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-       "A2M                          9750.96                      26490.85   \n",
-       "...                              ...                           ...   \n",
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-       "ZYG11B                        587.00                       1468.00   \n",
-       "ZYX                          6021.00                      13756.00   \n",
-       "ZZEF1                        1040.00                       1888.00   \n",
-       "ZZZ3                          562.00                       1694.00   \n",
-       "\n",
-       "        TCGA.4H.AAAK.01A.12R.A41B.07  TCGA.5L.AAT0.01A.12R.A41B.07  \\\n",
-       "A1BG                          631.87                        347.38   \n",
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-       "A2BP1                           9.00                          1.00   \n",
-       "A2LD1                         362.77                        190.14   \n",
-       "A2M                         22525.79                      21021.82   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         33.00                         27.00   \n",
-       "ZYG11B                       1823.00                       1068.00   \n",
-       "ZYX                          9498.00                       7044.00   \n",
-       "ZZEF1                        1955.00                       1572.00   \n",
-       "ZZZ3                         2072.00                       1810.00   \n",
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-       "        TCGA.5L.AAT1.01A.12R.A41B.07  TCGA.5T.A9QA.01A.11R.A41B.07  \\\n",
-       "A1BG                          259.26                        600.72   \n",
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-       "A2BP1                           0.00                          1.00   \n",
-       "A2LD1                         125.12                        446.68   \n",
-       "A2M                         18903.93                       6084.91   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         66.00                          4.00   \n",
-       "ZYG11B                        630.00                        615.00   \n",
-       "ZYX                          5421.00                       6160.00   \n",
-       "ZZEF1                        1732.00                       2132.00   \n",
-       "ZZZ3                          698.00                        843.00   \n",
-       "\n",
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-       "A2M                         70203.92                      71921.78  ...   \n",
-       "...                              ...                           ...  ...   \n",
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-       "ZYX                         13733.00                      10760.00  ...   \n",
-       "ZZEF1                        4287.00                       3866.00  ...   \n",
-       "ZZZ3                         3188.00                       3614.00  ...   \n",
-       "\n",
-       "        TCGA.UL.AAZ6.01A.11R.A41B.07  TCGA.UU.A93S.01A.21R.A41B.07  \\\n",
-       "A1BG                          110.60                        444.97   \n",
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-       "A2M                         11632.72                       4878.98   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                        185.00                         16.00   \n",
-       "ZYG11B                       1214.00                        773.00   \n",
-       "ZYX                         10429.00                       7731.00   \n",
-       "ZZEF1                        3112.00                        744.00   \n",
-       "ZZZ3                          778.00                        534.00   \n",
-       "\n",
-       "        TCGA.V7.A7HQ.01A.11R.A33J.07  TCGA.W8.A86G.01A.21R.A36F.07  \\\n",
-       "A1BG                         1675.86                       1123.11   \n",
-       "A1CF                            0.00                          1.00   \n",
-       "A2BP1                           1.00                         11.00   \n",
-       "A2LD1                         203.27                        125.82   \n",
-       "A2M                         13074.10                      38610.76   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         65.00                        237.00   \n",
-       "ZYG11B                        618.00                       1125.00   \n",
-       "ZYX                         10479.00                      11695.00   \n",
-       "ZZEF1                        1214.00                       2044.00   \n",
-       "ZZZ3                          493.00                       1835.00   \n",
-       "\n",
-       "        TCGA.WT.AB41.01A.11R.A41B.07  TCGA.WT.AB44.01A.11R.A41B.07  \\\n",
-       "A1BG                          151.92                        578.62   \n",
-       "A1CF                            0.00                          0.00   \n",
-       "A2BP1                           6.00                          0.00   \n",
-       "A2LD1                         395.69                         75.79   \n",
-       "A2M                         12148.67                       6641.28   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         59.00                        121.00   \n",
-       "ZYG11B                        294.00                        387.00   \n",
-       "ZYX                          8465.00                      13428.00   \n",
-       "ZZEF1                         708.00                        983.00   \n",
-       "ZZZ3                          364.00                        544.00   \n",
-       "\n",
-       "        TCGA.XX.A899.01A.11R.A36F.07  TCGA.XX.A89A.01A.11R.A36F.07  \\\n",
-       "A1BG                          566.98                        540.12   \n",
-       "A1CF                            0.00                          5.00   \n",
-       "A2BP1                           1.00                          3.00   \n",
-       "A2LD1                         333.32                        169.21   \n",
-       "A2M                         51685.84                      36189.77   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         54.00                        348.00   \n",
-       "ZYG11B                       1748.00                       1581.00   \n",
-       "ZYX                         13000.00                      11596.00   \n",
-       "ZZEF1                        4912.00                       3043.00   \n",
-       "ZZZ3                         1702.00                       2019.00   \n",
-       "\n",
-       "        TCGA.Z7.A8R5.01A.42R.A41B.07  TCGA.Z7.A8R6.01A.11R.A41B.07  \n",
-       "A1BG                          735.86                        713.63  \n",
-       "A1CF                            0.00                          0.00  \n",
-       "A2BP1                           1.00                          0.00  \n",
-       "A2LD1                         136.11                         72.38  \n",
-       "A2M                         61673.21                      21090.94  \n",
-       "...                              ...                           ...  \n",
-       "ZYG11A                         87.00                        401.00  \n",
-       "ZYG11B                        847.00                       1648.00  \n",
-       "ZYX                         11176.00                       9778.00  \n",
-       "ZZEF1                        1263.00                       1622.00  \n",
-       "ZZZ3                         1257.00                       1328.00  \n",
-       "\n",
-       "[20502 rows x 1215 columns]"
-      ]
-     },
-     "execution_count": 143,
-     "metadata": {},
-     "output_type": "execute_result"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running mixer with subjects (Count: 1019)...\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687983\n",
+      "Iter: 1 Subject: 910927\n",
+      "Iter: 2 Subject: 687983\n",
+      "Iter: 1 Subject: 906826\n",
+      "Iter: 1 Subject: 1240138\n",
+      "Iter: 2 Subject: 910927\n",
+      "Iter: 3 Subject: 687983\n",
+      "Iter: 3 Subject: 910927\n",
+      "Iter: 2 Subject: 906826\n",
+      "Iter: 4 Subject: 687983\n",
+      "Iter: 2 Subject: 1240138\n",
+      "Iter: 4 Subject: 910927\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687983\n",
+      "Iter: 3 Subject: 906826\n",
+      "--------------------------------------------------\n",
+      "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240138\n",
+      "Iter: 4 Subject: 906826\n",
+      "Iter: 4 Subject: 1240138\n",
+      "Iter: 5 Subject: 906826\n",
+      "--------------------------------------------------\n",
+      "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240139\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240139\n",
+      "Iter: 3 Subject: 1240139\n",
+      "Iter: 1 Subject: 910688\n",
+      "Iter: 4 Subject: 1240139\n",
+      "Iter: 1 Subject: 1240135\n",
+      "Iter: 2 Subject: 910688\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906792\n",
+      "Iter: 2 Subject: 1240135\n",
+      "Iter: 3 Subject: 910688\n",
+      "Iter: 3 Subject: 1240135\n",
+      "Iter: 4 Subject: 910688\n",
+      "Iter: 4 Subject: 1240135\n",
+      "--------------------------------------------------\n",
+      "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906792\n",
+      "--------------------------------------------------\n",
+      "Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290812\n",
+      "Iter: 3 Subject: 906792\n",
+      "--------------------------------------------------\n",
+      "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907045\n",
+      "Iter: 2 Subject: 1290812\n",
+      "Iter: 1 Subject: 906861\n",
+      "Iter: 2 Subject: 907045\n",
+      "Iter: 3 Subject: 1290812\n",
+      "Iter: 2 Subject: 906861\n",
+      "Iter: 3 Subject: 907045\n",
+      "--------------------------------------------------\n",
+      "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906861\n",
+      "Iter: 4 Subject: 1290812\n",
+      "Iter: 1 Subject: 906830\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906861\n",
+      "Iter: 5 Subject: 906861\n",
+      "--------------------------------------------------\n",
+      "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906830\n",
+      "Iter: 3 Subject: 906830\n",
+      "Iter: 1 Subject: 1240137\n",
+      "Iter: 1 Subject: 909750\n",
+      "Iter: 1 Subject: 753552\n",
+      "Iter: 4 Subject: 906830\n",
+      "--------------------------------------------------\n",
+      "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240137\n",
+      "Iter: 2 Subject: 753552\n",
+      "Iter: 2 Subject: 909750\n",
+      "Iter: 3 Subject: 753552\n",
+      "Iter: 3 Subject: 1240137\n",
+      "Iter: 3 Subject: 909750\n",
+      "Iter: 4 Subject: 753552\n",
+      "Iter: 4 Subject: 1240137\n",
+      "Iter: 5 Subject: 753552\n",
+      "Iter: 4 Subject: 909750\n",
+      "Iter: 1 Subject: 907065\n",
+      "Iter: 5 Subject: 1240137\n",
+      "--------------------------------------------------\n",
+      "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907065\n",
+      "Iter: 3 Subject: 907065\n",
+      "Iter: 4 Subject: 907065\n",
+      "Iter: 1 Subject: 925338\n",
+      "--------------------------------------------------\n",
+      "Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290809\n",
+      "Iter: 2 Subject: 925338\n",
+      "Iter: 2 Subject: 1290809\n",
+      "Iter: 3 Subject: 925338\n",
+      "Iter: 3 Subject: 1290809\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924110\n",
+      "Iter: 1 Subject: 949158\n",
+      "Iter: 4 Subject: 1290809\n",
+      "--------------------------------------------------\n",
+      "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924110\n",
+      "Iter: 3 Subject: 924110\n",
+      "--------------------------------------------------\n",
+      "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907172\n",
+      "Iter: 1 Subject: 1240134\n",
+      "Iter: 2 Subject: 949158\n",
+      "Iter: 2 Subject: 907172\n",
+      "Iter: 3 Subject: 907172\n",
+      "Iter: 2 Subject: 1240134\n",
+      "--------------------------------------------------\n",
+      "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949158\n",
+      "Iter: 3 Subject: 1240134\n",
+      "Iter: 4 Subject: 1240134\n",
+      "Iter: 4 Subject: 949158\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905947\n",
+      "Iter: 5 Subject: 949158\n",
+      "--------------------------------------------------\n",
+      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687452\n",
+      "Iter: 2 Subject: 905947\n",
+      "Iter: 1 Subject: 1298134\n",
+      "Iter: 3 Subject: 905947\n",
+      "Iter: 4 Subject: 905947\n",
+      "Iter: 2 Subject: 1298134\n",
+      "Iter: 5 Subject: 905947\n",
+      "Iter: 2 Subject: 687452\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298134\n",
+      "Iter: 1 Subject: 907058\n",
+      "Iter: 4 Subject: 1298134\n",
+      "Iter: 3 Subject: 687452\n",
+      "--------------------------------------------------\n",
+      "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687452\n",
+      "Iter: 5 Subject: 687452\n",
+      "Iter: 1 Subject: 1290814\n",
+      "--------------------------------------------------\n",
+      "Subject: 905939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907058\n",
+      "Iter: 2 Subject: 1290814\n",
+      "Iter: 3 Subject: 1290814\n",
+      "Iter: 1 Subject: 905975\n",
+      "Iter: 3 Subject: 907058\n",
+      "--------------------------------------------------\n",
+      "Subject: 910704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905939\n",
+      "Iter: 4 Subject: 907058\n",
+      "--------------------------------------------------\n",
+      "Subject: 908460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905939\n",
+      "Iter: 2 Subject: 905975\n",
+      "Iter: 3 Subject: 905939\n",
+      "Iter: 1 Subject: 910704\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 905975\n",
+      "--------------------------------------------------\n",
+      "Subject: 909745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905939\n",
+      "Iter: 1 Subject: 908460\n",
+      "Iter: 5 Subject: 905939\n",
+      "Iter: 2 Subject: 910704\n",
+      "--------------------------------------------------\n",
+      "Subject: 907173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908460\n",
+      "Iter: 3 Subject: 910704\n",
+      "Iter: 3 Subject: 908460\n",
+      "Iter: 1 Subject: 909745\n",
+      "Iter: 4 Subject: 910704\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 905936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909745\n",
+      "Iter: 1 Subject: 907173\n",
+      "Iter: 1 Subject: 1303896\n",
+      "Iter: 1 Subject: 905936\n",
+      "Iter: 3 Subject: 909745\n",
+      "Iter: 2 Subject: 1303896\n",
+      "Iter: 4 Subject: 909745\n",
+      "Iter: 2 Subject: 905936\n",
+      "Iter: 2 Subject: 907173\n",
+      "Iter: 3 Subject: 1303896\n",
+      "--------------------------------------------------\n",
+      "Subject: 907320 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905936\n",
+      "--------------------------------------------------\n",
+      "Subject: 688058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907173\n",
+      "Iter: 4 Subject: 905936\n",
+      "Iter: 4 Subject: 907173\n",
+      "Iter: 1 Subject: 907320\n",
+      "--------------------------------------------------\n",
+      "Subject: 905974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905936\n",
+      "--------------------------------------------------\n",
+      "Subject: 907060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907320\n",
+      "Iter: 3 Subject: 907320\n",
+      "Iter: 1 Subject: 688058\n",
+      "Iter: 4 Subject: 907320\n",
+      "--------------------------------------------------\n",
+      "Subject: 908470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688058\n",
+      "Iter: 1 Subject: 907060\n",
+      "Iter: 3 Subject: 688058\n",
+      "Iter: 4 Subject: 688058\n",
+      "Iter: 2 Subject: 907060\n",
+      "--------------------------------------------------\n",
+      "Subject: 908465 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907060\n",
+      "--------------------------------------------------\n",
+      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908470\n",
+      "Iter: 1 Subject: 908465\n",
+      "Iter: 2 Subject: 908470\n",
+      "Iter: 1 Subject: 905974\n",
+      "Iter: 2 Subject: 908465\n",
+      "Iter: 3 Subject: 908470\n",
+      "--------------------------------------------------\n",
+      "Subject: 909703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908465\n",
+      "Iter: 4 Subject: 908465\n",
+      "--------------------------------------------------\n",
+      "Subject: 724855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905974\n",
+      "Iter: 1 Subject: 909703\n",
+      "Iter: 3 Subject: 905974\n",
+      "Iter: 1 Subject: 906746\n",
+      "Iter: 2 Subject: 909703\n",
+      "Iter: 4 Subject: 905974\n",
+      "Iter: 1 Subject: 724855\n",
+      "Iter: 3 Subject: 909703\n",
+      "--------------------------------------------------\n",
+      "Subject: 724831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909703\n",
+      "Iter: 2 Subject: 906746\n",
+      "Iter: 2 Subject: 724855\n",
+      "--------------------------------------------------\n",
+      "Subject: 906813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724855\n",
+      "Iter: 3 Subject: 906746\n",
+      "Iter: 1 Subject: 724831\n",
+      "Iter: 4 Subject: 724855\n",
+      "--------------------------------------------------\n",
+      "Subject: 946359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906746\n",
+      "Iter: 2 Subject: 724831\n",
+      "--------------------------------------------------\n",
+      "Subject: 909707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724831\n",
+      "Iter: 4 Subject: 724831\n",
+      "Iter: 1 Subject: 946359\n",
+      "--------------------------------------------------\n",
+      "Subject: 910399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 946359\n",
+      "Iter: 1 Subject: 909707\n",
+      "Iter: 3 Subject: 946359\n",
+      "Iter: 1 Subject: 910399\n",
+      "Iter: 1 Subject: 906813\n",
+      "Iter: 4 Subject: 946359\n",
+      "Iter: 2 Subject: 909707\n",
+      "Iter: 2 Subject: 910399\n",
+      "--------------------------------------------------\n",
+      "Subject: 687816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909707\n",
+      "Iter: 3 Subject: 910399\n",
+      "Iter: 2 Subject: 906813Iter: 4 Subject: 909707\n",
+      "\n",
+      "Iter: 4 Subject: 910399--------------------------------------------------\n",
+      "Subject: 907794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687816\n",
+      "Iter: 3 Subject: 906813\n",
+      "--------------------------------------------------\n",
+      "Subject: 910903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907794\n",
+      "Iter: 2 Subject: 687816\n",
+      "Iter: 2 Subject: 907794\n",
+      "Iter: 3 Subject: 687816\n",
+      "Iter: 3 Subject: 907794\n",
+      "Iter: 4 Subject: 687816\n",
+      "Iter: 1 Subject: 909698\n",
+      "Iter: 4 Subject: 907794\n",
+      "Iter: 1 Subject: 910903\n",
+      "--------------------------------------------------\n",
+      "Subject: 910952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687816\n",
+      "--------------------------------------------------\n",
+      "Subject: 909784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909698\n",
+      "Iter: 2 Subject: 910903\n",
+      "Iter: 3 Subject: 909698\n",
+      "Iter: 3 Subject: 910903\n",
+      "Iter: 4 Subject: 909698\n",
+      "Iter: 1 Subject: 910952\n",
+      "--------------------------------------------------\n",
+      "Subject: 724873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909784\n",
+      "Iter: 4 Subject: 910903\n",
+      "--------------------------------------------------\n",
+      "Subject: 684055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910952\n",
+      "Iter: 2 Subject: 909784\n",
+      "Iter: 3 Subject: 909784\n",
+      "Iter: 1 Subject: 724873\n",
+      "--------------------------------------------------\n",
+      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910952\n",
+      "Iter: 4 Subject: 910952\n",
+      "Iter: 2 Subject: 724873\n",
+      "Iter: 5 Subject: 910952\n",
+      "Iter: 1 Subject: 684055\n",
+      "Iter: 3 Subject: 724873\n",
+      "Iter: 6 Subject: 910952\n",
+      "--------------------------------------------------\n",
+      "Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 724873\n",
+      "--------------------------------------------------\n",
+      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684055\n",
+      "Iter: 3 Subject: 684055\n",
+      "Iter: 1 Subject: 906815\n",
+      "Iter: 1 Subject: 906834\n",
+      "--------------------------------------------------\n",
+      "Subject: 910079 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906798\n",
+      "Iter: 2 Subject: 906834\n",
+      "Iter: 3 Subject: 906834\n",
+      "Iter: 2 Subject: 906815\n",
+      "Iter: 2 Subject: 906798Iter: 1 Subject: 910079\n",
+      "\n",
+      "Iter: 4 Subject: 906834\n",
+      "Iter: 5 Subject: 906834\n",
+      "Iter: 3 Subject: 906798\n",
+      "Iter: 3 Subject: 906815\n",
+      "Iter: 2 Subject: 910079\n",
+      "--------------------------------------------------\n",
+      "Subject: 908462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 906798\n",
+      "Iter: 3 Subject: 910079\n",
+      "Iter: 4 Subject: 906815\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910079\n",
+      "--------------------------------------------------\n",
+      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290798\n",
+      "Iter: 1 Subject: 908462\n",
+      "Iter: 2 Subject: 1290798\n",
+      "Iter: 2 Subject: 908462\n",
+      "Iter: 3 Subject: 1290798\n",
+      "Iter: 3 Subject: 908462\n",
+      "Iter: 4 Subject: 1290798\n",
+      "Iter: 1 Subject: 905976\n",
+      "Iter: 4 Subject: 908462\n",
+      "Iter: 5 Subject: 1290798\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906844\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905976\n",
+      "Iter: 2 Subject: 906844\n",
+      "Iter: 3 Subject: 905976\n",
+      "Iter: 3 Subject: 906844\n",
+      "Iter: 4 Subject: 905976\n",
+      "Iter: 1 Subject: 1298151\n",
+      "--------------------------------------------------\n",
+      "Subject: 906817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906844\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298151\n",
+      "Iter: 1 Subject: 906817\n",
+      "Iter: 3 Subject: 1298151\n",
+      "Iter: 1 Subject: 1240212\n",
+      "Iter: 2 Subject: 906817\n",
+      "Iter: 4 Subject: 1298151\n",
+      "Iter: 3 Subject: 906817\n",
+      "Iter: 4 Subject: 906817\n",
+      "Iter: 1 Subject: 1503367\n",
+      "Iter: 5 Subject: 1298151\n",
+      "--------------------------------------------------\n",
+      "Subject: 753541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240212\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1503367\n",
+      "Iter: 3 Subject: 1240212\n",
+      "Iter: 4 Subject: 1240212\n",
+      "Iter: 3 Subject: 1503367\n",
+      "Iter: 1 Subject: 753541\n",
+      "Iter: 4 Subject: 1503367\n",
+      "Iter: 1 Subject: 1290730\n",
+      "Iter: 5 Subject: 1240212\n",
+      "Iter: 5 Subject: 1503367\n",
+      "--------------------------------------------------\n",
+      "Subject: 905977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753541\n",
+      "--------------------------------------------------\n",
+      "Subject: 909255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290730\n",
+      "Iter: 3 Subject: 1290730\n",
+      "Iter: 3 Subject: 753541\n",
+      "Iter: 4 Subject: 1290730\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909255\n",
+      "Iter: 4 Subject: 753541\n",
+      "Iter: 2 Subject: 909255\n",
+      "Iter: 5 Subject: 753541\n",
+      "Iter: 3 Subject: 909255\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905977\n",
+      "Iter: 1 Subject: 1240131\n",
+      "Iter: 1 Subject: 1240141\n",
+      "Iter: 2 Subject: 1240141\n",
+      "Iter: 2 Subject: 1240131\n",
+      "Iter: 3 Subject: 1240141\n",
+      "Iter: 1 Subject: 1290810\n",
+      "--------------------------------------------------\n",
+      "Subject: 753618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905977\n",
+      "Iter: 3 Subject: 1240131\n",
+      "Iter: 2 Subject: 1290810\n",
+      "Iter: 4 Subject: 1240131\n",
+      "Iter: 3 Subject: 905977\n",
+      "--------------------------------------------------\n",
+      "Subject: 687829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905977\n",
+      "Iter: 3 Subject: 1290810\n",
+      "--------------------------------------------------\n",
+      "Subject: 949155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753618\n",
+      "Iter: 4 Subject: 1290810\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753618\n",
+      "Iter: 1 Subject: 949155\n",
+      "Iter: 3 Subject: 753618\n",
+      "Iter: 1 Subject: 687829\n",
+      "Iter: 4 Subject: 753618\n",
+      "Iter: 2 Subject: 949155\n",
+      "--------------------------------------------------\n",
+      "Subject: 909747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949155\n",
+      "Iter: 2 Subject: 687829\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687829\n",
+      "Iter: 1 Subject: 1290813\n",
+      "Iter: 1 Subject: 909747\n",
+      "Iter: 4 Subject: 687829\n",
+      "--------------------------------------------------\n",
+      "Subject: 906797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909747\n",
+      "Iter: 1 Subject: 1290808\n",
+      "Iter: 3 Subject: 909747\n",
+      "Iter: 2 Subject: 1290813\n",
+      "Iter: 4 Subject: 909747\n",
+      "Iter: 1 Subject: 906797\n",
+      "Iter: 5 Subject: 909747Iter: 2 Subject: 1290808\n",
+      "\n",
+      "Iter: 3 Subject: 1290813\n",
+      "Iter: 2 Subject: 906797\n",
+      "--------------------------------------------------\n",
+      "Subject: 910695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290808\n",
+      "Iter: 4 Subject: 1290813\n",
+      "Iter: 3 Subject: 906797\n",
+      "Iter: 4 Subject: 1290808\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906797\n",
+      "--------------------------------------------------\n",
+      "Subject: 908150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910695\n",
+      "Iter: 1 Subject: 1240132\n",
+      "Iter: 1 Subject: 908150\n",
+      "Iter: 2 Subject: 910695\n",
+      "Iter: 2 Subject: 1240132\n",
+      "Iter: 2 Subject: 908150\n",
+      "Iter: 3 Subject: 1240132\n",
+      "Iter: 3 Subject: 908150\n",
+      "Iter: 3 Subject: 910695\n",
+      "Iter: 4 Subject: 1240132\n",
+      "Iter: 4 Subject: 908150\n",
+      "Iter: 1 Subject: 907169\n",
+      "Iter: 5 Subject: 1240132\n",
+      "Iter: 4 Subject: 910695\n",
+      "--------------------------------------------------\n",
+      "Subject: 722045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 910695\n",
+      "--------------------------------------------------\n",
+      "Subject: 905961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907169\n",
+      "Iter: 3 Subject: 907169Iter: 1 Subject: 722045\n",
+      "\n",
+      "Iter: 1 Subject: 905961\n",
+      "Iter: 4 Subject: 907169\n",
+      "Iter: 2 Subject: 722045\n",
+      "Iter: 2 Subject: 905961\n",
+      "Iter: 1 Subject: 909723\n",
+      "Iter: 5 Subject: 907169\n",
+      "Iter: 3 Subject: 722045\n",
+      "--------------------------------------------------\n",
+      "Subject: 910926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905961\n",
+      "Iter: 4 Subject: 722045\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905961\n",
+      "Iter: 2 Subject: 909723\n",
+      "--------------------------------------------------\n",
+      "Subject: 909696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 910926\n",
+      "Iter: 3 Subject: 909723\n",
+      "Iter: 2 Subject: 910926\n",
+      "Iter: 4 Subject: 909723\n",
+      "Iter: 1 Subject: 1240136\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240210 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910926\n",
+      "Iter: 1 Subject: 909696\n",
+      "--------------------------------------------------\n",
+      "Subject: 910544 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240136\n",
+      "Iter: 2 Subject: 909696\n",
+      "Iter: 3 Subject: 909696\n",
+      "Iter: 3 Subject: 1240136\n",
+      "Iter: 4 Subject: 909696\n",
+      "--------------------------------------------------Iter: 4 Subject: 1240136\n",
+      "Subject: 925347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240136\n",
+      "Iter: 1 Subject: 910544\n",
+      "Iter: 6 Subject: 1240136\n",
+      "Iter: 2 Subject: 910544\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240206 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240210\n",
+      "Iter: 3 Subject: 910544\n",
+      "Iter: 1 Subject: 925347\n",
+      "--------------------------------------------------\n",
+      "Subject: 724868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240210\n",
+      "Iter: 1 Subject: 1240206\n",
+      "Iter: 2 Subject: 925347\n",
+      "Iter: 3 Subject: 1240210\n",
+      "Iter: 1 Subject: 724868\n",
+      "Iter: 3 Subject: 925347\n",
+      "Iter: 2 Subject: 1240206\n",
+      "Iter: 4 Subject: 1240210\n",
+      "Iter: 2 Subject: 724868\n",
+      "--------------------------------------------------Iter: 4 Subject: 925347\n",
+      "\n",
+      "Subject: 724866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240206\n",
+      "Iter: 3 Subject: 724868\n",
+      "--------------------------------------------------\n",
+      "Subject: 687995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240206\n",
+      "Iter: 4 Subject: 724868\n",
+      "--------------------------------------------------\n",
+      "Subject: 910548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724866\n",
+      "Iter: 1 Subject: 687995\n",
+      "Iter: 1 Subject: 910548\n",
+      "Iter: 1 Subject: 910549\n",
+      "Iter: 2 Subject: 724866\n",
+      "Iter: 2 Subject: 910549\n",
+      "Iter: 2 Subject: 910548\n",
+      "Iter: 3 Subject: 724866\n",
+      "Iter: 2 Subject: 687995\n",
+      "Iter: 3 Subject: 910549\n",
+      "Iter: 3 Subject: 910548\n",
+      "Iter: 4 Subject: 724866\n",
+      "Iter: 3 Subject: 687995\n",
+      "Iter: 4 Subject: 910549\n",
+      "--------------------------------------------------\n",
+      "Subject: 905991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910548\n",
+      "Iter: 4 Subject: 687995\n",
+      "Iter: 5 Subject: 910549\n",
+      "--------------------------------------------------\n",
+      "Subject: 910401 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 971774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905991\n",
+      "Iter: 2 Subject: 905991\n",
+      "Iter: 1 Subject: 971774\n",
+      "Iter: 3 Subject: 905991\n",
+      "Iter: 1 Subject: 910401\n",
+      "Iter: 4 Subject: 905991\n",
+      "Iter: 1 Subject: 1524416\n",
+      "Iter: 2 Subject: 971774\n",
+      "--------------------------------------------------\n",
+      "Subject: 687455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910401\n",
+      "Iter: 3 Subject: 971774\n",
+      "Iter: 3 Subject: 910401\n",
+      "Iter: 4 Subject: 971774\n",
+      "Iter: 2 Subject: 1524416\n",
+      "--------------------------------------------------\n",
+      "Subject: 925348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240207 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687455\n",
+      "Iter: 3 Subject: 1524416\n",
+      "Iter: 2 Subject: 687455\n",
+      "Iter: 1 Subject: 925348\n",
+      "Iter: 4 Subject: 1524416\n",
+      "Iter: 1 Subject: 1240207\n",
+      "--------------------------------------------------\n",
+      "Subject: 753599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687455\n",
+      "Iter: 2 Subject: 925348\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240207\n",
+      "Iter: 3 Subject: 925348\n",
+      "Iter: 3 Subject: 1240207\n",
+      "Iter: 1 Subject: 753599\n",
+      "--------------------------------------------------\n",
+      "Subject: 687798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 925348\n",
+      "Iter: 1 Subject: 1240184\n",
+      "--------------------------------------------------\n",
+      "Subject: 910947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240184\n",
+      "Iter: 2 Subject: 753599\n",
+      "Iter: 3 Subject: 1240184\n",
+      "Iter: 3 Subject: 753599\n",
+      "Iter: 1 Subject: 687798\n",
+      "Iter: 4 Subject: 1240184\n",
+      "Iter: 4 Subject: 753599\n",
+      "--------------------------------------------------\n",
+      "Subject: 909248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240198 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687798\n",
+      "Iter: 1 Subject: 910947\n",
+      "Iter: 3 Subject: 687798\n",
+      "Iter: 1 Subject: 909248\n",
+      "Iter: 4 Subject: 687798\n",
+      "Iter: 2 Subject: 910947\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240198\n",
+      "Iter: 3 Subject: 910947\n",
+      "Iter: 2 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 910861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240198\n",
+      "Iter: 1 Subject: 1330995\n",
+      "Iter: 3 Subject: 1240198\n",
+      "Iter: 3 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 909704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330995\n",
+      "Iter: 1 Subject: 910861\n",
+      "Iter: 4 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240201 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330995\n",
+      "Iter: 2 Subject: 910861\n",
+      "--------------------------------------------------\n",
+      "Subject: 909260 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910861\n",
+      "Iter: 1 Subject: 909704\n",
+      "Iter: 4 Subject: 910861\n",
+      "Iter: 1 Subject: 1240201\n",
+      "--------------------------------------------------\n",
+      "Subject: 684681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909704\n",
+      "Iter: 3 Subject: 909704\n",
+      "Iter: 4 Subject: 909704\n",
+      "--------------------------------------------------\n",
+      "Subject: 908475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240201\n",
+      "Iter: 1 Subject: 909260\n",
+      "Iter: 3 Subject: 1240201\n",
+      "Iter: 4 Subject: 1240201\n",
+      "Iter: 2 Subject: 909260\n",
+      "Iter: 1 Subject: 908475\n",
+      "Iter: 1 Subject: 684681\n",
+      "Iter: 5 Subject: 1240201\n",
+      "Iter: 2 Subject: 908475\n",
+      "--------------------------------------------------\n",
+      "Subject: 908463 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909260\n",
+      "Iter: 2 Subject: 684681\n",
+      "Iter: 4 Subject: 909260\n",
+      "Iter: 3 Subject: 908475\n",
+      "Iter: 3 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Subject: 905978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 908463\n",
+      "Iter: 4 Subject: 908475\n",
+      "Iter: 4 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908463\n",
+      "Iter: 5 Subject: 908475\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240199 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908463\n",
+      "Iter: 1 Subject: 905978Iter: 4 Subject: 908463\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905978\n",
+      "Iter: 1 Subject: 1240199\n",
+      "Iter: 1 Subject: 1524418\n",
+      "Iter: 1 Subject: 1298362\n",
+      "Iter: 3 Subject: 905978\n",
+      "Iter: 2 Subject: 1524418\n",
+      "Iter: 4 Subject: 905978\n",
+      "Iter: 2 Subject: 1298362\n",
+      "Iter: 2 Subject: 1240199\n",
+      "Iter: 3 Subject: 1524418\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298362\n",
+      "--------------------------------------------------\n",
+      "Subject: 909699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298362\n",
+      "Iter: 3 Subject: 1240199\n",
+      "--------------------------------------------------\n",
+      "Subject: 909706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240209\n",
+      "Iter: 4 Subject: 1240199\n",
+      "--------------------------------------------------\n",
+      "Subject: 753608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240209\n",
+      "Iter: 1 Subject: 909699\n",
+      "Iter: 3 Subject: 1240209\n",
+      "Iter: 4 Subject: 1240209\n",
+      "Iter: 1 Subject: 753608\n",
+      "--------------------------------------------------\n",
+      "Subject: 683667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909699\n",
+      "Iter: 2 Subject: 753608\n",
+      "Iter: 1 Subject: 909706\n",
+      "Iter: 3 Subject: 753608\n",
+      "Iter: 3 Subject: 909699\n",
+      "Iter: 1 Subject: 683667\n",
+      "Iter: 4 Subject: 753608\n",
+      "Iter: 4 Subject: 909699\n",
+      "--------------------------------------------------\n",
+      "Subject: 908471 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 683667\n",
+      "--------------------------------------------------\n",
+      "Subject: 688010 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909706\n",
+      "Iter: 3 Subject: 683667\n",
+      "--------------------------------------------------\n",
+      "Subject: 910899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908471\n",
+      "Iter: 2 Subject: 908471\n",
+      "Iter: 3 Subject: 909706\n",
+      "Iter: 1 Subject: 688010\n",
+      "Iter: 1 Subject: 910899\n",
+      "Iter: 3 Subject: 908471\n",
+      "Iter: 2 Subject: 688010\n",
+      "Iter: 4 Subject: 909706\n",
+      "Iter: 4 Subject: 908471\n",
+      "Iter: 2 Subject: 910899\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 688010\n",
+      "--------------------------------------------------\n",
+      "Subject: 909249 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910899\n",
+      "Iter: 4 Subject: 688010\n",
+      "Iter: 4 Subject: 910899\n",
+      "Iter: 5 Subject: 688010\n",
+      "Iter: 5 Subject: 910899\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240200 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298534\n",
+      "Iter: 2 Subject: 1298534\n",
+      "Iter: 1 Subject: 909263\n",
+      "Iter: 1 Subject: 909249\n",
+      "Iter: 3 Subject: 1298534\n",
+      "Iter: 2 Subject: 909263\n",
+      "Iter: 4 Subject: 1298534\n",
+      "--------------------------------------------------\n",
+      "Subject: 910931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909263\n",
+      "Iter: 2 Subject: 909249\n",
+      "Iter: 1 Subject: 1240200\n",
+      "Iter: 4 Subject: 909263\n",
+      "Iter: 3 Subject: 909249\n",
+      "Iter: 5 Subject: 909263\n",
+      "--------------------------------------------------Iter: 1 Subject: 910931\n",
+      "\n",
+      "Subject: 909700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909249\n",
+      "Iter: 2 Subject: 1240200\n",
+      "Iter: 5 Subject: 909249\n",
+      "Iter: 2 Subject: 910931\n",
+      "--------------------------------------------------\n",
+      "Subject: 910545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240200\n",
+      "Iter: 3 Subject: 910931\n",
+      "Iter: 4 Subject: 910931\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240202 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240200\n",
+      "Iter: 1 Subject: 910545\n",
+      "Iter: 5 Subject: 1240200\n",
+      "Iter: 1 Subject: 909700\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240208 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910545\n",
+      "Iter: 1 Subject: 1240202\n",
+      "Iter: 3 Subject: 910545\n",
+      "Iter: 2 Subject: 909700\n",
+      "Iter: 2 Subject: 1240202\n",
+      "--------------------------------------------------\n",
+      "Subject: 687997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240208\n",
+      "Iter: 3 Subject: 909700\n",
+      "Iter: 3 Subject: 1240202\n",
+      "--------------------------------------------------\n",
+      "Subject: 908472 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240202\n",
+      "Iter: 2 Subject: 1240208\n",
+      "--------------------------------------------------\n",
+      "Subject: 910900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240208\n",
+      "Iter: 1 Subject: 687997\n",
+      "Iter: 4 Subject: 1240208\n",
+      "Iter: 1 Subject: 908472\n",
+      "Iter: 2 Subject: 687997\n",
+      "Iter: 5 Subject: 1240208\n",
+      "Iter: 1 Subject: 910900\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687997\n",
+      "Iter: 2 Subject: 908472\n",
+      "Iter: 2 Subject: 910900\n",
+      "Iter: 4 Subject: 687997\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240196 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910900\n",
+      "Iter: 3 Subject: 908472\n",
+      "--------------------------------------------------\n",
+      "Subject: 910546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908472\n",
+      "--------------------------------------------------\n",
+      "Subject: 909697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240196\n",
+      "Iter: 1 Subject: 910546\n",
+      "Iter: 1 Subject: 909697\n",
+      "Iter: 2 Subject: 1240196\n",
+      "Iter: 1 Subject: 1298539\n",
+      "Iter: 2 Subject: 910546\n",
+      "Iter: 3 Subject: 1240196\n",
+      "Iter: 2 Subject: 909697\n",
+      "--------------------------------------------------\n",
+      "Subject: 930083 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910546\n",
+      "Iter: 3 Subject: 909697\n",
+      "Iter: 2 Subject: 1298539\n",
+      "--------------------------------------------------\n",
+      "Subject: 909251 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910546\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298529 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 930083Iter: 3 Subject: 1298539\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930083\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1298529\n",
+      "Iter: 3 Subject: 930083\n",
+      "Iter: 1 Subject: 909251\n",
+      "Iter: 1 Subject: 1330987\n",
+      "Iter: 4 Subject: 930083\n",
+      "Iter: 2 Subject: 1298529\n",
+      "Iter: 2 Subject: 909251\n",
+      "Iter: 5 Subject: 930083Iter: 2 Subject: 1330987\n",
+      "\n",
+      "Iter: 3 Subject: 1298529\n",
+      "--------------------------------------------------\n",
+      "Subject: 687799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330987\n",
+      "--------------------------------------------------\n",
+      "Subject: 722058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909251\n",
+      "Iter: 4 Subject: 1330987\n",
+      "--------------------------------------------------\n",
+      "Subject: 753600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687799\n",
+      "Iter: 1 Subject: 753600\n",
+      "Iter: 1 Subject: 722058\n",
+      "Iter: 2 Subject: 753600\n",
+      "Iter: 2 Subject: 687799\n",
+      "Iter: 3 Subject: 753600\n",
+      "Iter: 2 Subject: 722058\n",
+      "Iter: 4 Subject: 753600\n",
+      "Iter: 3 Subject: 687799\n",
+      "Iter: 1 Subject: 1524419\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240197 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 722058\n",
+      "Iter: 4 Subject: 687799\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1524419\n",
+      "Iter: 4 Subject: 722058\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524419\n",
+      "Iter: 4 Subject: 1524419\n",
+      "--------------------------------------------------\n",
+      "Subject: 909701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240197\n",
+      "Iter: 1 Subject: 1298538\n",
+      "Iter: 2 Subject: 1240197\n",
+      "Iter: 1 Subject: 909701\n",
+      "Iter: 3 Subject: 1240197\n",
+      "Iter: 2 Subject: 1298538\n",
+      "Iter: 2 Subject: 909701\n",
+      "Iter: 1 Subject: 1330991\n",
+      "Iter: 4 Subject: 1240197\n",
+      "Iter: 3 Subject: 1298538\n",
+      "Iter: 3 Subject: 909701\n",
+      "--------------------------------------------------\n",
+      "Subject: 909252 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298538\n",
+      "Iter: 4 Subject: 909701\n",
+      "Iter: 2 Subject: 1330991\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240204 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1298538\n",
+      "--------------------------------------------------\n",
+      "Subject: 946360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330991\n",
+      "Iter: 1 Subject: 1240204\n",
+      "Iter: 1 Subject: 909252\n",
+      "Iter: 1 Subject: 946360\n",
+      "Iter: 4 Subject: 1330991\n",
+      "Iter: 2 Subject: 1240204\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298349 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909252\n",
+      "Iter: 2 Subject: 946360\n",
+      "Iter: 3 Subject: 1240204\n",
+      "Iter: 3 Subject: 909252\n",
+      "Iter: 4 Subject: 1240204\n",
+      "Iter: 3 Subject: 946360\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 1298349\n",
+      "\n",
+      "Subject: 909256 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298349\n",
+      "Iter: 3 Subject: 1298349\n",
+      "Iter: 1 Subject: 1298348\n",
+      "Iter: 1 Subject: 905969\n",
+      "Iter: 1 Subject: 909256\n",
+      "Iter: 4 Subject: 1298349\n",
+      "Iter: 2 Subject: 1298348\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240185 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905969\n",
+      "Iter: 3 Subject: 1298348\n",
+      "Iter: 2 Subject: 909256\n",
+      "Iter: 4 Subject: 1298348\n",
+      "Iter: 3 Subject: 905969\n",
+      "Iter: 3 Subject: 909256\n",
+      "Iter: 4 Subject: 905969\n",
+      "--------------------------------------------------\n",
+      "Subject: 909264 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909256\n",
+      "--------------------------------------------------\n",
+      "Subject: 971773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240185\n",
+      "Iter: 2 Subject: 1240185\n",
+      "Iter: 1 Subject: 971773\n",
+      "Iter: 1 Subject: 905964\n",
+      "Iter: 3 Subject: 1240185\n",
+      "Iter: 1 Subject: 909264\n",
+      "--------------------------------------------------\n",
+      "Subject: 925346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 971773\n",
+      "Iter: 2 Subject: 905964\n",
+      "Iter: 2 Subject: 909264\n",
+      "Iter: 3 Subject: 971773\n",
+      "Iter: 3 Subject: 905964\n",
+      "Iter: 1 Subject: 925346\n",
+      "Iter: 3 Subject: 909264\n",
+      "Iter: 4 Subject: 905964\n",
+      "Iter: 4 Subject: 971773\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240205 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925346\n",
+      "--------------------------------------------------\n",
+      "Subject: 909257 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 971773\n",
+      "Iter: 3 Subject: 925346\n",
+      "--------------------------------------------------\n",
+      "Subject: 908476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908467 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240205\n",
+      "Iter: 1 Subject: 909257\n",
+      "Iter: 2 Subject: 1240205\n",
+      "Iter: 2 Subject: 909257\n",
+      "Iter: 1 Subject: 908476\n",
+      "Iter: 1 Subject: 908467\n",
+      "Iter: 3 Subject: 909257\n",
+      "Iter: 3 Subject: 1240205\n",
+      "Iter: 2 Subject: 908476\n",
+      "Iter: 2 Subject: 908467\n",
+      "Iter: 4 Subject: 909257\n",
+      "Iter: 4 Subject: 1240205\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298350 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908467\n",
+      "Iter: 3 Subject: 908476\n",
+      "Iter: 5 Subject: 1240205\n",
+      "Iter: 4 Subject: 908467\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908476\n",
+      "Iter: 5 Subject: 908467\n",
+      "Iter: 5 Subject: 908476\n",
+      "--------------------------------------------------\n",
+      "Subject: 909250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298350\n",
+      "--------------------------------------------------\n",
+      "Subject: 688007 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298359\n",
+      "Iter: 2 Subject: 1298350\n",
+      "Iter: 1 Subject: 688007\n",
+      "Iter: 3 Subject: 1298350\n",
+      "Iter: 4 Subject: 1298350\n",
+      "Iter: 2 Subject: 688007\n",
+      "Iter: 2 Subject: 1298359\n",
+      "Iter: 1 Subject: 909250\n",
+      "--------------------------------------------------\n",
+      "Subject: 753575 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 688007\n",
+      "--------------------------------------------------\n",
+      "Subject: 909975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298359\n",
+      "Iter: 2 Subject: 909250\n",
+      "Iter: 4 Subject: 1298359\n",
+      "Iter: 5 Subject: 1298359\n",
+      "Iter: 3 Subject: 909250\n",
+      "Iter: 1 Subject: 753575\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 907279 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909975\n",
+      "Iter: 4 Subject: 909250\n",
+      "Iter: 2 Subject: 753575\n",
+      "Iter: 2 Subject: 909975\n",
+      "--------------------------------------------------\n",
+      "Subject: 946361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753575\n",
+      "Iter: 3 Subject: 909975\n",
+      "Iter: 1 Subject: 907279\n",
+      "Iter: 4 Subject: 909975\n",
+      "Iter: 4 Subject: 753575Iter: 1 Subject: 946361\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 753575\n",
+      "Iter: 2 Subject: 946361\n",
+      "Iter: 2 Subject: 907279\n",
+      "--------------------------------------------------\n",
+      "Subject: 753588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946361\n",
+      "Iter: 3 Subject: 907279\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907796\n",
+      "Iter: 4 Subject: 907279\n",
+      "--------------------------------------------------Iter: 1 Subject: 753588\n",
+      "\n",
+      "Subject: 906868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907796\n",
+      "Iter: 2 Subject: 753588\n",
+      "Iter: 3 Subject: 753588\n",
+      "Iter: 3 Subject: 907796\n",
+      "Iter: 1 Subject: 906868\n",
+      "Iter: 4 Subject: 753588\n",
+      "Iter: 1 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 906873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907796\n",
+      "Iter: 2 Subject: 906868\n",
+      "Iter: 5 Subject: 907796\n",
+      "Iter: 2 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906868\n",
+      "Iter: 4 Subject: 906868\n",
+      "Iter: 3 Subject: 1298226\n",
+      "Iter: 5 Subject: 906868\n",
+      "Iter: 4 Subject: 1298226\n",
+      "Iter: 1 Subject: 1240174\n",
+      "Iter: 1 Subject: 906873\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1298226\n",
+      "Iter: 2 Subject: 1240174\n",
+      "--------------------------------------------------\n",
+      "Subject: 924187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240174\n",
+      "Iter: 2 Subject: 906873\n",
+      "Iter: 4 Subject: 1240174\n",
+      "--------------------------------------------------\n",
+      "Subject: 907300 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906873\n",
+      "Iter: 1 Subject: 924187\n",
+      "Iter: 1 Subject: 1330955\n",
+      "Iter: 4 Subject: 906873\n",
+      "--------------------------------------------------\n",
+      "Subject: 907276 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330955\n",
+      "Iter: 2 Subject: 924187\n",
+      "Iter: 3 Subject: 1330955\n",
+      "Iter: 3 Subject: 924187\n",
+      "Iter: 1 Subject: 907276\n",
+      "--------------------------------------------------\n",
+      "Subject: 907277 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907300\n",
+      "Iter: 2 Subject: 907276\n",
+      "Iter: 1 Subject: 753586\n",
+      "Iter: 3 Subject: 907276\n",
+      "Iter: 2 Subject: 907300\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907277\n",
+      "Iter: 2 Subject: 753586\n",
+      "Iter: 3 Subject: 907300\n",
+      "Iter: 2 Subject: 907277\n",
+      "Iter: 3 Subject: 753586\n",
+      "Iter: 4 Subject: 753586\n",
+      "Iter: 3 Subject: 907277\n",
+      "Iter: 4 Subject: 907300\n",
+      "--------------------------------------------------\n",
+      "Subject: 910694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907277\n",
+      "Iter: 1 Subject: 1330935\n",
+      "--------------------------------------------------\n",
+      "Subject: 907323 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330935\n",
+      "Iter: 3 Subject: 1330935\n",
+      "Iter: 1 Subject: 910694\n",
+      "Iter: 1 Subject: 907323\n",
+      "Iter: 4 Subject: 1330935\n",
+      "Iter: 5 Subject: 1330935\n",
+      "Iter: 2 Subject: 907323\n",
+      "Iter: 2 Subject: 910694\n",
+      "--------------------------------------------------\n",
+      "Subject: 907291 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910932\n",
+      "Iter: 3 Subject: 907323\n",
+      "Iter: 3 Subject: 910694\n",
+      "Iter: 4 Subject: 907323\n",
+      "Iter: 4 Subject: 910694\n",
+      "--------------------------------------------------\n",
+      "Subject: 910948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907291\n",
+      "--------------------------------------------------\n",
+      "Subject: 908127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910932\n",
+      "Iter: 2 Subject: 907291\n",
+      "Iter: 3 Subject: 907291\n",
+      "Iter: 1 Subject: 910948\n",
+      "Iter: 4 Subject: 907291\n",
+      "Iter: 3 Subject: 910932\n",
+      "--------------------------------------------------\n",
+      "Subject: 907319 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 910948\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908127\n",
+      "Iter: 4 Subject: 910932\n",
+      "Iter: 3 Subject: 910948\n",
+      "--------------------------------------------------\n",
+      "Subject: 753574 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908127\n",
+      "Iter: 1 Subject: 907319\n",
+      "Iter: 3 Subject: 908127\n",
+      "Iter: 2 Subject: 907319\n",
+      "Iter: 4 Subject: 908127\n",
+      "Iter: 3 Subject: 907319\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753574\n",
+      "Iter: 1 Subject: 1327774\n",
+      "Iter: 2 Subject: 753574\n",
+      "Iter: 1 Subject: 907786\n",
+      "Iter: 2 Subject: 1327774\n",
+      "Iter: 1 Subject: 1298219\n",
+      "Iter: 3 Subject: 1327774\n",
+      "Iter: 3 Subject: 753574\n",
+      "Iter: 2 Subject: 907786\n",
+      "--------------------------------------------------\n",
+      "Subject: 924239 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907786\n",
+      "Iter: 4 Subject: 753574\n",
+      "Iter: 2 Subject: 1298219\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298219\n",
+      "Iter: 4 Subject: 1298219\n",
+      "Iter: 1 Subject: 906863\n",
+      "--------------------------------------------------\n",
+      "Subject: 907299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240169\n",
+      "Iter: 2 Subject: 1240169\n",
+      "Iter: 1 Subject: 924239\n",
+      "Iter: 2 Subject: 906863\n",
+      "Iter: 3 Subject: 1240169\n",
+      "Iter: 3 Subject: 906863\n",
+      "Iter: 4 Subject: 1240169\n",
+      "Iter: 2 Subject: 924239\n",
+      "Iter: 4 Subject: 906863\n",
+      "Iter: 1 Subject: 907299\n",
+      "--------------------------------------------------\n",
+      "Subject: 906871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 925343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924239\n",
+      "--------------------------------------------------\n",
+      "Subject: 908126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907299\n",
+      "Iter: 3 Subject: 907299\n",
+      "Iter: 4 Subject: 907299\n",
+      "--------------------------------------------------\n",
+      "Subject: 907321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 925343\n",
+      "Iter: 1 Subject: 908126\n",
+      "Iter: 2 Subject: 925343\n",
+      "Iter: 3 Subject: 925343\n",
+      "Iter: 1 Subject: 907321\n",
+      "Iter: 1 Subject: 906871\n",
+      "Iter: 2 Subject: 908126\n",
+      "Iter: 4 Subject: 925343\n",
+      "--------------------------------------------------\n",
+      "Subject: 907311 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907321\n",
+      "Iter: 3 Subject: 908126\n",
+      "Iter: 3 Subject: 907321\n",
+      "Iter: 2 Subject: 906871\n",
+      "Iter: 4 Subject: 908126\n",
+      "Iter: 4 Subject: 907321\n",
+      "--------------------------------------------------\n",
+      "Subject: 907284 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907311\n",
+      "Iter: 3 Subject: 906871\n",
+      "Iter: 2 Subject: 907311\n",
+      "--------------------------------------------------\n",
+      "Subject: 949170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906871\n",
+      "--------------------------------------------------\n",
+      "Subject: 753592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907284\n",
+      "Iter: 2 Subject: 907284\n",
+      "Iter: 3 Subject: 907284\n",
+      "Iter: 4 Subject: 907284\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330931\n",
+      "Iter: 1 Subject: 753592\n",
+      "Iter: 1 Subject: 949170\n",
+      "Iter: 2 Subject: 1330931\n",
+      "Iter: 2 Subject: 949170\n",
+      "Iter: 2 Subject: 753592\n",
+      "Iter: 1 Subject: 1240168\n",
+      "Iter: 3 Subject: 949170\n",
+      "Iter: 3 Subject: 753592\n",
+      "Iter: 2 Subject: 1240168\n",
+      "Iter: 3 Subject: 1330931\n",
+      "Iter: 4 Subject: 949170\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240168Subject: 1290806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 4 Subject: 753592--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 1240168\n",
+      "Iter: 5 Subject: 753592\n",
+      "--------------------------------------------------\n",
+      "Subject: 906872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240168\n",
+      "--------------------------------------------------\n",
+      "Subject: 908129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906999\n",
+      "Iter: 1 Subject: 906872\n",
+      "Iter: 2 Subject: 906999\n",
+      "Iter: 1 Subject: 908129\n",
+      "Iter: 2 Subject: 906872\n",
+      "Iter: 1 Subject: 1290806\n",
+      "Iter: 3 Subject: 906999\n",
+      "Iter: 2 Subject: 908129\n",
+      "Iter: 3 Subject: 906872\n",
+      "Iter: 4 Subject: 906999\n",
+      "Iter: 3 Subject: 908129\n",
+      "Iter: 5 Subject: 906999\n",
+      "Iter: 2 Subject: 1290806\n",
+      "Iter: 4 Subject: 906872\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908129\n",
+      "--------------------------------------------------\n",
+      "Subject: 907313 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290806\n",
+      "Iter: 4 Subject: 1290806\n",
+      "Iter: 1 Subject: 1330944\n",
+      "--------------------------------------------------\n",
+      "Subject: 753570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330944\n",
+      "Iter: 1 Subject: 907313\n",
+      "Iter: 3 Subject: 1330944\n",
+      "--------------------------------------------------\n",
+      "Subject: 713899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298168\n",
+      "Iter: 2 Subject: 907313\n",
+      "Iter: 1 Subject: 753570\n",
+      "Iter: 3 Subject: 907313\n",
+      "Iter: 2 Subject: 1298168\n",
+      "Iter: 4 Subject: 907313\n",
+      "Iter: 2 Subject: 753570\n",
+      "Iter: 1 Subject: 713899\n",
+      "--------------------------------------------------\n",
+      "Subject: 907795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753570\n",
+      "Iter: 3 Subject: 1298168\n",
+      "Iter: 2 Subject: 713899\n",
+      "Iter: 4 Subject: 753570\n",
+      "Iter: 1 Subject: 907795\n",
+      "Iter: 3 Subject: 713899\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298168\n",
+      "Iter: 2 Subject: 907795\n",
+      "Iter: 4 Subject: 713899\n",
+      "Iter: 5 Subject: 1298168\n",
+      "--------------------------------------------------\n",
+      "Subject: 906865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907795\n",
+      "--------------------------------------------------\n",
+      "Subject: 906877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907795\n",
+      "Iter: 1 Subject: 1240170\n",
+      "--------------------------------------------------\n",
+      "Subject: 908147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240170\n",
+      "Iter: 1 Subject: 906865\n",
+      "Iter: 3 Subject: 1240170\n",
+      "Iter: 1 Subject: 906877\n",
+      "Iter: 1 Subject: 908147\n",
+      "Iter: 4 Subject: 1240170\n",
+      "Iter: 2 Subject: 908147\n",
+      "Iter: 2 Subject: 906865\n",
+      "Iter: 2 Subject: 906877\n",
+      "--------------------------------------------------\n",
+      "Subject: 908128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240170\n",
+      "Iter: 3 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 753576 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906877\n",
+      "Iter: 4 Subject: 906877\n",
+      "Iter: 4 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753576\n",
+      "Iter: 1 Subject: 908128\n",
+      "Iter: 1 Subject: 1298169\n",
+      "Iter: 1 Subject: 1330933\n",
+      "Iter: 2 Subject: 753576\n",
+      "Iter: 2 Subject: 1298169\n",
+      "Iter: 2 Subject: 1330933\n",
+      "Iter: 3 Subject: 1298169\n",
+      "Iter: 2 Subject: 908128\n",
+      "Iter: 3 Subject: 753576\n",
+      "Iter: 3 Subject: 1330933\n",
+      "--------------------------------------------------\n",
+      "Subject: 753578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298169\n",
+      "Iter: 4 Subject: 753576\n",
+      "Iter: 3 Subject: 908128\n",
+      "Iter: 5 Subject: 1298169\n",
+      "--------------------------------------------------\n",
+      "Subject: 724863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 753576\n",
+      "--------------------------------------------------\n",
+      "Subject: 998189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753578\n",
+      "Iter: 2 Subject: 753578\n",
+      "Iter: 1 Subject: 998189\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 753578\n",
+      "Iter: 4 Subject: 753578\n",
+      "Iter: 2 Subject: 998189\n",
+      "Iter: 1 Subject: 907783\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 998189\n",
+      "Iter: 1 Subject: 724863\n",
+      "Iter: 2 Subject: 907783\n",
+      "Iter: 4 Subject: 998189\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907783\n",
+      "Iter: 2 Subject: 724863\n",
+      "Iter: 1 Subject: 1240129\n",
+      "Iter: 4 Subject: 907783\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240129\n",
+      "Iter: 3 Subject: 724863\n",
+      "Iter: 3 Subject: 1240129\n",
+      "Iter: 4 Subject: 724863\n",
+      "Iter: 4 Subject: 1240129\n",
+      "--------------------------------------------------\n",
+      "Subject: 908146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687514 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290807\n",
+      "Iter: 1 Subject: 1240130\n",
+      "Iter: 2 Subject: 1290807\n",
+      "Iter: 3 Subject: 1290807\n",
+      "Iter: 1 Subject: 687514\n",
+      "Iter: 4 Subject: 1290807\n",
+      "Iter: 2 Subject: 1240130\n",
+      "Iter: 1 Subject: 908146\n",
+      "--------------------------------------------------\n",
+      "Subject: 753573 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687514\n",
+      "Iter: 3 Subject: 1240130Iter: 2 Subject: 908146\n",
+      "\n",
+      "Iter: 3 Subject: 908146\n",
+      "Iter: 4 Subject: 1240130\n",
+      "Iter: 1 Subject: 753573\n",
+      "Iter: 3 Subject: 687514\n",
+      "--------------------------------------------------\n",
+      "Subject: 907271 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924188 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753582 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753573\n",
+      "Iter: 3 Subject: 753573\n",
+      "Iter: 4 Subject: 753573\n",
+      "Iter: 1 Subject: 753582\n",
+      "Iter: 1 Subject: 907271\n",
+      "Iter: 5 Subject: 753573\n",
+      "--------------------------------------------------\n",
+      "Subject: 713878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753582\n",
+      "Iter: 2 Subject: 907271\n",
+      "Iter: 1 Subject: 924188\n",
+      "Iter: 3 Subject: 753582\n",
+      "Iter: 1 Subject: 713878\n",
+      "Iter: 3 Subject: 907271\n",
+      "Iter: 4 Subject: 753582\n",
+      "--------------------------------------------------\n",
+      "Subject: 907792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924188Iter: 2 Subject: 713878\n",
+      "\n",
+      "Iter: 4 Subject: 907271\n",
+      "Iter: 3 Subject: 713878\n",
+      "Iter: 5 Subject: 907271\n",
+      "--------------------------------------------------\n",
+      "Subject: 906869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924188\n",
+      "Iter: 1 Subject: 907792\n",
+      "Iter: 6 Subject: 907271\n",
+      "--------------------------------------------------\n",
+      "Subject: 906875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907792\n",
+      "Iter: 3 Subject: 907792\n",
+      "Iter: 1 Subject: 906869\n",
+      "Iter: 4 Subject: 907792\n",
+      "--------------------------------------------------\n",
+      "Subject: 908148 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906869\n",
+      "Iter: 1 Subject: 906875\n",
+      "Iter: 1 Subject: 907298\n",
+      "Iter: 3 Subject: 906869\n",
+      "Iter: 4 Subject: 906869\n",
+      "Iter: 2 Subject: 907298\n",
+      "Iter: 2 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 908124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907298\n",
+      "Iter: 3 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 907317 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907317\n",
+      "Iter: 1 Subject: 908148\n",
+      "Iter: 2 Subject: 907317\n",
+      "Iter: 3 Subject: 907317\n",
+      "Iter: 2 Subject: 908148\n",
+      "--------------------------------------------------\n",
+      "Subject: 924186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908124\n",
+      "Iter: 3 Subject: 908148\n",
+      "Iter: 1 Subject: 1327775\n",
+      "Iter: 1 Subject: 924186\n",
+      "Iter: 4 Subject: 908148\n",
+      "Iter: 2 Subject: 908124\n",
+      "Iter: 2 Subject: 1327775\n",
+      "--------------------------------------------------\n",
+      "Subject: 907787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924186\n",
+      "Iter: 3 Subject: 924186\n",
+      "Iter: 3 Subject: 908124\n",
+      "Iter: 3 Subject: 1327775\n",
+      "Iter: 4 Subject: 924186\n",
+      "--------------------------------------------------\n",
+      "Subject: 753589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 917486 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908124\n",
+      "--------------------------------------------------\n",
+      "Subject: 907789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907787\n",
+      "Iter: 1 Subject: 753589\n",
+      "Iter: 1 Subject: 917486\n",
+      "Iter: 2 Subject: 907787\n",
+      "Iter: 2 Subject: 753589\n",
+      "Iter: 3 Subject: 753589\n",
+      "Iter: 2 Subject: 917486\n",
+      "Iter: 1 Subject: 907789Iter: 3 Subject: 907787\n",
+      "\n",
+      "Iter: 4 Subject: 753589\n",
+      "--------------------------------------------------Iter: 4 Subject: 907787\n",
+      "\n",
+      "Subject: 687568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 917486\n",
+      "Iter: 2 Subject: 907789--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 924250 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 907041 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 917486\n",
+      "--------------------------------------------------\n",
+      "Subject: 908149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687568\n",
+      "Iter: 1 Subject: 924250\n",
+      "Iter: 1 Subject: 908149\n",
+      "Iter: 2 Subject: 687568\n",
+      "Iter: 2 Subject: 924250\n",
+      "Iter: 3 Subject: 687568\n",
+      "Iter: 2 Subject: 908149\n",
+      "Iter: 3 Subject: 924250\n",
+      "Iter: 4 Subject: 687568\n",
+      "Iter: 3 Subject: 908149\n",
+      "Iter: 1 Subject: 907041\n",
+      "Iter: 4 Subject: 924250\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330943\n",
+      "Iter: 2 Subject: 907041\n",
+      "Iter: 2 Subject: 1330943\n",
+      "Iter: 3 Subject: 907041\n",
+      "Iter: 3 Subject: 1330943\n",
+      "Iter: 1 Subject: 1240179\n",
+      "Iter: 4 Subject: 907041\n",
+      "Iter: 4 Subject: 1330943\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1240179\n",
+      "Iter: 3 Subject: 1240179\n",
+      "Iter: 1 Subject: 753596\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299078 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687588\n",
+      "Iter: 1 Subject: 1240173\n",
+      "Iter: 2 Subject: 687588\n",
+      "Iter: 1 Subject: 1299078\n",
+      "Iter: 3 Subject: 687588\n",
+      "Iter: 2 Subject: 753596\n",
+      "Iter: 2 Subject: 1240173\n",
+      "Iter: 4 Subject: 687588\n",
+      "Iter: 2 Subject: 1299078\n",
+      "--------------------------------------------------\n",
+      "Subject: 909905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299078\n",
+      "Iter: 3 Subject: 753596\n",
+      "Iter: 3 Subject: 1240173\n",
+      "Iter: 4 Subject: 1299078\n",
+      "Iter: 4 Subject: 753596\n",
+      "Iter: 4 Subject: 1240173\n",
+      "Iter: 5 Subject: 1299078\n",
+      "Iter: 1 Subject: 909905\n",
+      "--------------------------------------------------\n",
+      "Subject: 753621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930297 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909905\n",
+      "Iter: 3 Subject: 909905\n",
+      "--------------------------------------------------\n",
+      "Subject: 909709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753621\n",
+      "Iter: 1 Subject: 753623\n",
+      "Iter: 2 Subject: 753621\n",
+      "Iter: 2 Subject: 753623\n",
+      "Iter: 3 Subject: 753621\n",
+      "Iter: 1 Subject: 930297\n",
+      "Iter: 4 Subject: 753621\n",
+      "Iter: 3 Subject: 753623\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909709\n",
+      "Iter: 2 Subject: 930297\n",
+      "Iter: 4 Subject: 753623\n",
+      "Iter: 5 Subject: 753623\n",
+      "Iter: 3 Subject: 930297\n",
+      "--------------------------------------------------\n",
+      "Subject: 717431 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909709\n",
+      "Iter: 1 Subject: 1240216\n",
+      "Iter: 3 Subject: 909709\n",
+      "Iter: 2 Subject: 1240216\n",
+      "Iter: 4 Subject: 909709\n",
+      "Iter: 1 Subject: 717431\n",
+      "Iter: 1 Subject: 753594\n",
+      "--------------------------------------------------\n",
+      "Subject: 971777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240216\n",
+      "Iter: 2 Subject: 753594\n",
+      "Iter: 2 Subject: 717431\n",
+      "Iter: 4 Subject: 1240216\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753594\n",
+      "Iter: 3 Subject: 717431\n",
+      "Iter: 4 Subject: 753594\n",
+      "Iter: 1 Subject: 971777\n",
+      "Iter: 4 Subject: 717431\n",
+      "--------------------------------------------------\n",
+      "Subject: 909777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299081 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 971777\n",
+      "Iter: 1 Subject: 1330947\n",
+      "Iter: 3 Subject: 971777\n",
+      "Iter: 4 Subject: 971777\n",
+      "--------------------------------------------------\n",
+      "Subject: 909904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330947\n",
+      "Iter: 1 Subject: 909777\n",
+      "Iter: 3 Subject: 1330947\n",
+      "Iter: 1 Subject: 909904\n",
+      "Iter: 2 Subject: 909904\n",
+      "Iter: 4 Subject: 1330947\n",
+      "Iter: 2 Subject: 909777\n",
+      "--------------------------------------------------\n",
+      "Subject: 753622 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909777\n",
+      "Iter: 3 Subject: 909904\n",
+      "--------------------------------------------------\n",
+      "Subject: 946353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909904\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331032 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299081\n",
+      "Iter: 1 Subject: 753622\n",
+      "Iter: 2 Subject: 753622\n",
+      "Iter: 1 Subject: 1331032\n",
+      "Iter: 3 Subject: 753622\n",
+      "Iter: 2 Subject: 1299081\n",
+      "Iter: 2 Subject: 1331032\n",
+      "Iter: 4 Subject: 753622\n",
+      "Iter: 1 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 909738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331032\n",
+      "Iter: 3 Subject: 1299081\n",
+      "Iter: 4 Subject: 1331032\n",
+      "--------------------------------------------------\n",
+      "Subject: 687457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299081\n",
+      "Iter: 2 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 688087 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946353\n",
+      "Iter: 1 Subject: 909738\n",
+      "Iter: 4 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 908156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687457\n",
+      "Iter: 2 Subject: 909738\n",
+      "Iter: 1 Subject: 688087\n",
+      "Iter: 3 Subject: 909738\n",
+      "Iter: 2 Subject: 687457\n",
+      "Iter: 4 Subject: 909738\n",
+      "Iter: 2 Subject: 688087\n",
+      "--------------------------------------------------\n",
+      "Subject: 753595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687457\n",
+      "Iter: 3 Subject: 688087\n",
+      "--------------------------------------------------\n",
+      "Subject: 905958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687457\n",
+      "Iter: 1 Subject: 908156\n",
+      "--------------------------------------------------\n",
+      "Subject: 909778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908156\n",
+      "Iter: 1 Subject: 753595\n",
+      "Iter: 1 Subject: 909778\n",
+      "Iter: 1 Subject: 905958\n",
+      "Iter: 3 Subject: 908156\n",
+      "Iter: 2 Subject: 909778\n",
+      "Iter: 2 Subject: 905958Iter: 3 Subject: 909778\n",
+      "\n",
+      "Iter: 2 Subject: 753595\n",
+      "Iter: 4 Subject: 908156\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905958\n",
+      "Iter: 4 Subject: 905958\n",
+      "Iter: 3 Subject: 753595\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909907\n",
+      "Iter: 2 Subject: 909907\n",
+      "Iter: 3 Subject: 909907\n",
+      "Iter: 1 Subject: 1240222\n",
+      "Iter: 4 Subject: 909907\n",
+      "Iter: 1 Subject: 909770\n",
+      "Iter: 2 Subject: 1240222\n",
+      "--------------------------------------------------\n",
+      "Subject: 905982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240222\n",
+      "Iter: 1 Subject: 1240226\n",
+      "Iter: 2 Subject: 909770\n",
+      "Iter: 4 Subject: 1240222\n",
+      "Iter: 3 Subject: 909770\n",
+      "--------------------------------------------------\n",
+      "Subject: 724879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240226\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 724879\n",
+      "Iter: 3 Subject: 1240226\n",
+      "Iter: 1 Subject: 905982\n",
+      "Iter: 2 Subject: 724879\n",
+      "Iter: 3 Subject: 724879\n",
+      "Iter: 4 Subject: 1240226\n",
+      "Iter: 5 Subject: 1240226\n",
+      "Iter: 4 Subject: 724879\n",
+      "--------------------------------------------------Iter: 2 Subject: 905982\n",
+      "\n",
+      "Subject: 1240178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 724879\n",
+      "--------------------------------------------------\n",
+      "Subject: 908131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905982\n",
+      "Iter: 1 Subject: 909719\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298232 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908131\n",
+      "Iter: 1 Subject: 1240178\n",
+      "Iter: 2 Subject: 908131\n",
+      "Iter: 2 Subject: 909719\n",
+      "Iter: 1 Subject: 1298232\n",
+      "Iter: 2 Subject: 1240178\n",
+      "Iter: 3 Subject: 908131\n",
+      "Iter: 2 Subject: 1298232\n",
+      "Iter: 3 Subject: 1240178\n",
+      "Iter: 4 Subject: 908131\n",
+      "Iter: 3 Subject: 909719\n",
+      "Iter: 3 Subject: 1298232\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299075 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240178\n",
+      "--------------------------------------------------\n",
+      "Subject: 909785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909719\n",
+      "--------------------------------------------------\n",
+      "Subject: 687592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687592\n",
+      "Iter: 2 Subject: 687592\n",
+      "Iter: 1 Subject: 1299075\n",
+      "Iter: 1 Subject: 946356\n",
+      "Iter: 3 Subject: 687592Iter: 1 Subject: 909785\n",
+      "\n",
+      "Iter: 2 Subject: 946356\n",
+      "Iter: 4 Subject: 687592\n",
+      "Iter: 2 Subject: 1299075\n",
+      "Iter: 2 Subject: 909785\n",
+      "Iter: 3 Subject: 946356\n",
+      "Iter: 5 Subject: 687592\n",
+      "Iter: 3 Subject: 909785\n",
+      "Iter: 4 Subject: 946356\n",
+      "--------------------------------------------------\n",
+      "Subject: 909771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299075\n",
+      "--------------------------------------------------\n",
+      "Subject: 909739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1247871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299075\n",
+      "Iter: 5 Subject: 1299075\n",
+      "--------------------------------------------------\n",
+      "Subject: 905959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909739\n",
+      "Iter: 2 Subject: 909739\n",
+      "Iter: 1 Subject: 1247871\n",
+      "Iter: 1 Subject: 905959\n",
+      "Iter: 1 Subject: 909771\n",
+      "Iter: 3 Subject: 909739\n",
+      "Iter: 4 Subject: 909739Iter: 2 Subject: 1247871\n",
+      "\n",
+      "Iter: 2 Subject: 905959\n",
+      "--------------------------------------------------\n",
+      "Subject: 910906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1247871\n",
+      "Iter: 2 Subject: 909771\n",
+      "Iter: 3 Subject: 905959\n",
+      "Iter: 4 Subject: 1247871\n",
+      "Iter: 4 Subject: 905959\n",
+      "Iter: 5 Subject: 1247871\n",
+      "Iter: 3 Subject: 909771\n",
+      "Iter: 5 Subject: 905959\n",
+      "--------------------------------------------------\n",
+      "Subject: 908141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910906\n",
+      "Iter: 4 Subject: 909771\n",
+      "--------------------------------------------------\n",
+      "Subject: 753615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910906\n",
+      "Iter: 3 Subject: 910906\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331048\n",
+      "Iter: 1 Subject: 908136\n",
+      "Iter: 1 Subject: 753615\n",
+      "Iter: 2 Subject: 1331048\n",
+      "Iter: 2 Subject: 908136\n",
+      "Iter: 3 Subject: 1331048\n",
+      "Iter: 2 Subject: 753615\n",
+      "Iter: 3 Subject: 908136\n",
+      "Iter: 1 Subject: 908141\n",
+      "Iter: 4 Subject: 1331048\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299080 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753615\n",
+      "Iter: 4 Subject: 753615\n",
+      "Iter: 1 Subject: 905981\n",
+      "Iter: 5 Subject: 753615\n",
+      "--------------------------------------------------\n",
+      "Subject: 946354 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905981\n",
+      "Iter: 2 Subject: 908141\n",
+      "Iter: 3 Subject: 905981\n",
+      "Iter: 4 Subject: 905981\n",
+      "Iter: 1 Subject: 1299080\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946354\n",
+      "Iter: 2 Subject: 946354\n",
+      "Iter: 3 Subject: 908141\n",
+      "Iter: 3 Subject: 946354\n",
+      "Iter: 2 Subject: 1299080\n",
+      "Iter: 4 Subject: 946354\n",
+      "Iter: 1 Subject: 1299064\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331038 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299064\n",
+      "Iter: 3 Subject: 1299080\n",
+      "Iter: 3 Subject: 1299064\n",
+      "Iter: 4 Subject: 908141\n",
+      "--------------------------------------------------\n",
+      "Subject: 909725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299080\n",
+      "Iter: 1 Subject: 1331038\n",
+      "Iter: 5 Subject: 1299080\n",
+      "--------------------------------------------------\n",
+      "Subject: 724812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909755\n",
+      "Iter: 2 Subject: 1331038\n",
+      "Iter: 2 Subject: 909755\n",
+      "Iter: 3 Subject: 1331038\n",
+      "--------------------------------------------------\n",
+      "Subject: 908151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909755\n",
+      "Iter: 4 Subject: 909755\n",
+      "Iter: 1 Subject: 724812\n",
+      "--------------------------------------------------\n",
+      "Subject: 905946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909725\n",
+      "Iter: 1 Subject: 908151\n",
+      "Iter: 2 Subject: 724812\n",
+      "Iter: 2 Subject: 908151\n",
+      "Iter: 1 Subject: 905946\n",
+      "Iter: 3 Subject: 724812\n",
+      "Iter: 3 Subject: 908151\n",
+      "Iter: 4 Subject: 724812\n",
+      "Iter: 2 Subject: 909725\n",
+      "Iter: 2 Subject: 905946\n",
+      "Iter: 4 Subject: 908151\n",
+      "--------------------------------------------------\n",
+      "Subject: 724838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 908151\n",
+      "Iter: 3 Subject: 905946\n",
+      "Iter: 3 Subject: 909725\n",
+      "--------------------------------------------------\n",
+      "Subject: 909780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905946\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 713885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724838\n",
+      "Iter: 2 Subject: 724838\n",
+      "Iter: 1 Subject: 1331049\n",
+      "Iter: 1 Subject: 713885\n",
+      "Iter: 3 Subject: 724838\n",
+      "Iter: 1 Subject: 909780Iter: 2 Subject: 1331049\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Iter: 2 Subject: 713885\n",
+      "Iter: 3 Subject: 1331049\n",
+      "Iter: 4 Subject: 724838\n",
+      "Iter: 3 Subject: 713885\n",
+      "--------------------------------------------------\n",
+      "Subject: 753614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909780\n",
+      "Iter: 4 Subject: 713885\n",
+      "--------------------------------------------------\n",
+      "Subject: 905956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909780\n",
+      "Iter: 1 Subject: 753614\n",
+      "Iter: 2 Subject: 753614\n",
+      "Iter: 4 Subject: 909780\n",
+      "Iter: 1 Subject: 1240223\n",
+      "Iter: 3 Subject: 753614\n",
+      "Iter: 5 Subject: 909780\n",
+      "Iter: 4 Subject: 753614\n",
+      "--------------------------------------------------\n",
+      "Subject: 910907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240223\n",
+      "Iter: 5 Subject: 753614\n",
+      "--------------------------------------------------\n",
+      "Subject: 905962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240223\n",
+      "Iter: 4 Subject: 1240223\n",
+      "Iter: 1 Subject: 905956\n",
+      "Iter: 5 Subject: 1240223\n",
+      "--------------------------------------------------\n",
+      "Subject: 905945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905962\n",
+      "Iter: 1 Subject: 910907\n",
+      "Iter: 2 Subject: 905956\n",
+      "Iter: 1 Subject: 905945\n",
+      "Iter: 2 Subject: 905962\n",
+      "Iter: 3 Subject: 905956\n",
+      "Iter: 2 Subject: 910907\n",
+      "Iter: 3 Subject: 905962\n",
+      "Iter: 2 Subject: 905945\n",
+      "--------------------------------------------------\n",
+      "Subject: 908139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905945\n",
+      "Iter: 4 Subject: 905962\n",
+      "Iter: 3 Subject: 910907\n",
+      "--------------------------------------------------\n",
+      "Subject: 925339 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905945\n",
+      "Iter: 1 Subject: 908139\n",
+      "Iter: 5 Subject: 905945\n",
+      "Iter: 4 Subject: 910907\n",
+      "--------------------------------------------------\n",
+      "Subject: 905983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908139\n",
+      "Iter: 5 Subject: 910907\n",
+      "Iter: 3 Subject: 908139\n",
+      "Iter: 6 Subject: 910907\n",
+      "Iter: 4 Subject: 908139\n",
+      "Iter: 1 Subject: 925339\n",
+      "Iter: 1 Subject: 905983\n",
+      "--------------------------------------------------\n",
+      "Subject: 688121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905983\n",
+      "Iter: 2 Subject: 925339\n",
+      "Iter: 3 Subject: 905983\n",
+      "Iter: 3 Subject: 925339\n",
+      "--------------------------------------------------\n",
+      "Subject: 909708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331050\n",
+      "Iter: 4 Subject: 925339\n",
+      "--------------------------------------------------\n",
+      "Subject: 735784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331050\n",
+      "Iter: 1 Subject: 688121\n",
+      "Iter: 3 Subject: 1331050\n",
+      "Iter: 4 Subject: 1331050\n",
+      "Iter: 1 Subject: 735784--------------------------------------------------\n",
+      "Subject: 909773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 688121\n",
+      "Iter: 2 Subject: 735784\n",
+      "Iter: 1 Subject: 909708\n",
+      "Iter: 3 Subject: 688121Iter: 3 Subject: 735784\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 688121\n",
+      "Iter: 5 Subject: 688121\n",
+      "Iter: 2 Subject: 909708\n",
+      "Iter: 1 Subject: 909716\n",
+      "--------------------------------------------------\n",
+      "Subject: 909756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909773\n",
+      "Iter: 2 Subject: 909716\n",
+      "Iter: 3 Subject: 909708\n",
+      "Iter: 3 Subject: 909716\n",
+      "Iter: 1 Subject: 909756\n",
+      "Iter: 2 Subject: 909773\n",
+      "Iter: 4 Subject: 909716\n",
+      "Iter: 4 Subject: 909708\n",
+      "Iter: 2 Subject: 909756\n",
+      "Iter: 5 Subject: 909716\n",
+      "--------------------------------------------------\n",
+      "Subject: 909736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909773\n",
+      "Iter: 5 Subject: 909708\n",
+      "--------------------------------------------------\n",
+      "Subject: 687586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909756\n",
+      "Iter: 6 Subject: 909708\n",
+      "Iter: 4 Subject: 909756\n",
+      "--------------------------------------------------\n",
+      "Subject: 908138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687586\n",
+      "Iter: 2 Subject: 687586\n",
+      "Iter: 1 Subject: 907799\n",
+      "Iter: 3 Subject: 687586\n",
+      "Iter: 1 Subject: 908138\n",
+      "Iter: 4 Subject: 687586\n",
+      "Iter: 2 Subject: 907799\n",
+      "Iter: 2 Subject: 908138\n",
+      "Iter: 5 Subject: 687586\n",
+      "Iter: 3 Subject: 907799\n",
+      "Iter: 1 Subject: 909736\n",
+      "--------------------------------------------------\n",
+      "Subject: 687590 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908138\n",
+      "Iter: 4 Subject: 908138\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299076 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687590\n",
+      "Iter: 1 Subject: 909779\n",
+      "Iter: 2 Subject: 909736\n",
+      "Iter: 2 Subject: 687590\n",
+      "Iter: 2 Subject: 909779\n",
+      "Iter: 3 Subject: 909736\n",
+      "Iter: 3 Subject: 909779\n",
+      "Iter: 3 Subject: 687590\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909736\n",
+      "Iter: 4 Subject: 687590\n",
+      "--------------------------------------------------\n",
+      "Subject: 946355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687590\n",
+      "--------------------------------------------------\n",
+      "Subject: 687459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299076\n",
+      "Iter: 1 Subject: 946355\n",
+      "Iter: 2 Subject: 946355\n",
+      "Iter: 1 Subject: 687459\n",
+      "Iter: 2 Subject: 1299076\n",
+      "Iter: 3 Subject: 946355\n",
+      "Iter: 1 Subject: 1299051\n",
+      "Iter: 3 Subject: 1299076\n",
+      "Iter: 2 Subject: 687459\n",
+      "Iter: 4 Subject: 946355\n",
+      "Iter: 4 Subject: 1299076\n",
+      "Iter: 3 Subject: 687459\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331033 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 946355\n",
+      "Iter: 2 Subject: 1299051\n",
+      "Iter: 4 Subject: 687459\n",
+      "--------------------------------------------------\n",
+      "Subject: 905954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299051\n",
+      "Iter: 5 Subject: 687459\n",
+      "--------------------------------------------------\n",
+      "Subject: 909742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1299051\n",
+      "--------------------------------------------------\n",
+      "Subject: 909761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331033\n",
+      "Iter: 2 Subject: 1331033\n",
+      "Iter: 3 Subject: 1331033\n",
+      "Iter: 4 Subject: 1331033\n",
+      "Iter: 1 Subject: 909761\n",
+      "--------------------------------------------------\n",
+      "Subject: 1287381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 909761\n",
+      "Iter: 3 Subject: 909761\n",
+      "Iter: 4 Subject: 909761\n",
+      "--------------------------------------------------\n",
+      "Subject: 910784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909742\n",
+      "Iter: 1 Subject: 905954\n",
+      "Iter: 2 Subject: 909742\n",
+      "Iter: 1 Subject: 1287381\n",
+      "Iter: 1 Subject: 910784\n",
+      "Iter: 3 Subject: 909742\n",
+      "Iter: 4 Subject: 909742\n",
+      "Iter: 2 Subject: 905954\n",
+      "Iter: 2 Subject: 910784\n",
+      "Iter: 2 Subject: 1287381\n",
+      "--------------------------------------------------\n",
+      "Subject: 924104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910784\n",
+      "Iter: 3 Subject: 1287381\n",
+      "--------------------------------------------------\n",
+      "Subject: 906801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905954\n",
+      "Iter: 4 Subject: 1287381\n",
+      "Iter: 4 Subject: 905954\n",
+      "Iter: 5 Subject: 1287381Iter: 1 Subject: 924104\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905954\n",
+      "Iter: 1 Subject: 906801\n",
+      "--------------------------------------------------\n",
+      "Subject: 906820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924104\n",
+      "Iter: 2 Subject: 906801\n",
+      "Iter: 3 Subject: 924104\n",
+      "Iter: 3 Subject: 906801\n",
+      "Iter: 4 Subject: 924104\n",
+      "Iter: 4 Subject: 906801\n",
+      "Iter: 1 Subject: 753538\n",
+      "--------------------------------------------------\n",
+      "Subject: 910852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753547 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753538\n",
+      "Iter: 1 Subject: 910852\n",
+      "Iter: 3 Subject: 753538\n",
+      "Iter: 1 Subject: 753547\n",
+      "Iter: 2 Subject: 910852\n",
+      "Iter: 4 Subject: 753538\n",
+      "Iter: 1 Subject: 906820\n",
+      "--------------------------------------------------\n",
+      "Subject: 906807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910852\n",
+      "Iter: 2 Subject: 753547\n",
+      "Iter: 4 Subject: 910852\n",
+      "Iter: 3 Subject: 753547\n",
+      "--------------------------------------------------\n",
+      "Subject: 906839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753547\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906820\n",
+      "Subject: 906853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906839\n",
+      "Iter: 3 Subject: 906820\n",
+      "Iter: 1 Subject: 906853\n",
+      "Iter: 1 Subject: 906807\n",
+      "Iter: 4 Subject: 906820\n",
+      "Iter: 2 Subject: 906839\n",
+      "Iter: 2 Subject: 906853\n",
+      "--------------------------------------------------\n",
+      "Subject: 910924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906839\n",
+      "Iter: 3 Subject: 906853\n",
+      "Iter: 4 Subject: 906839\n",
+      "Iter: 2 Subject: 906807\n",
+      "Iter: 4 Subject: 906853\n",
+      "Iter: 1 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 905950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 906853\n",
+      "Iter: 3 Subject: 906807\n",
+      "Iter: 2 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 906763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910924\n",
+      "Iter: 1 Subject: 905950\n",
+      "Iter: 4 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 905963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905950\n",
+      "Iter: 3 Subject: 905950\n",
+      "Iter: 1 Subject: 906696\n",
+      "Iter: 1 Subject: 906763\n",
+      "Iter: 1 Subject: 905963\n",
+      "Iter: 4 Subject: 905950\n",
+      "--------------------------------------------------\n",
+      "Subject: 906818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906763\n",
+      "Iter: 2 Subject: 906696\n",
+      "Iter: 2 Subject: 905963\n",
+      "Iter: 3 Subject: 905963\n",
+      "Iter: 3 Subject: 906763\n",
+      "Iter: 3 Subject: 906696\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906696\n",
+      "Iter: 4 Subject: 906763\n",
+      "--------------------------------------------------\n",
+      "Subject: 910692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290765\n",
+      "Iter: 1 Subject: 906818\n",
+      "Iter: 2 Subject: 1290765\n",
+      "Iter: 1 Subject: 910692\n",
+      "Iter: 3 Subject: 1290765\n",
+      "Iter: 1 Subject: 946368\n",
+      "Iter: 4 Subject: 1290765\n",
+      "Iter: 2 Subject: 906818\n",
+      "Iter: 2 Subject: 946368\n",
+      "Iter: 2 Subject: 910692\n",
+      "Iter: 5 Subject: 1290765\n",
+      "--------------------------------------------------\n",
+      "Subject: 907295 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946368\n",
+      "Iter: 3 Subject: 906818\n",
+      "Iter: 3 Subject: 910692\n",
+      "Iter: 4 Subject: 946368\n",
+      "--------------------------------------------------\n",
+      "Subject: 906855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906818\n",
+      "Iter: 4 Subject: 910692\n",
+      "--------------------------------------------------\n",
+      "Subject: 687561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907295\n",
+      "Iter: 1 Subject: 687561\n",
+      "Iter: 1 Subject: 906793\n",
+      "Iter: 2 Subject: 907295\n",
+      "Iter: 2 Subject: 687561\n",
+      "Iter: 2 Subject: 906793\n",
+      "Iter: 3 Subject: 907295\n",
+      "Iter: 1 Subject: 906855\n",
+      "Iter: 3 Subject: 906793\n",
+      "Iter: 4 Subject: 907295\n",
+      "Iter: 3 Subject: 687561\n",
+      "--------------------------------------------------\n",
+      "Subject: 910933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906793\n",
+      "Iter: 4 Subject: 687561\n",
+      "--------------------------------------------------\n",
+      "Subject: 753616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906855\n",
+      "Iter: 1 Subject: 910933\n",
+      "Iter: 1 Subject: 905951\n",
+      "Iter: 1 Subject: 753616\n",
+      "Iter: 2 Subject: 910933\n",
+      "Iter: 2 Subject: 905951\n",
+      "Iter: 3 Subject: 906855\n",
+      "Iter: 3 Subject: 910933\n",
+      "Iter: 2 Subject: 753616\n",
+      "Iter: 3 Subject: 905951\n",
+      "Iter: 4 Subject: 910933\n",
+      "Iter: 3 Subject: 753616\n",
+      "Iter: 4 Subject: 905951\n",
+      "--------------------------------------------------\n",
+      "Subject: 910943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906855\n",
+      "Iter: 5 Subject: 905951\n",
+      "Iter: 4 Subject: 753616\n",
+      "--------------------------------------------------\n",
+      "Subject: 910689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910943\n",
+      "Iter: 5 Subject: 906855\n",
+      "--------------------------------------------------\n",
+      "Subject: 906808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910943\n",
+      "Iter: 1 Subject: 910689Iter: 1 Subject: 910915\n",
+      "\n",
+      "Iter: 3 Subject: 910943\n",
+      "Iter: 2 Subject: 910915\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 910689\n",
+      "Iter: 4 Subject: 910943\n",
+      "Iter: 1 Subject: 906808\n",
+      "Iter: 3 Subject: 910689\n",
+      "Iter: 3 Subject: 910915\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910689\n",
+      "Iter: 4 Subject: 910915\n",
+      "--------------------------------------------------\n",
+      "Subject: 910936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906808\n",
+      "--------------------------------------------------\n",
+      "Subject: 949156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906808\n",
+      "Iter: 4 Subject: 906808\n",
+      "--------------------------------------------------\n",
+      "Subject: 906800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910936\n",
+      "Iter: 1 Subject: 1290797\n",
+      "Iter: 1 Subject: 906800\n",
+      "Iter: 2 Subject: 910936\n",
+      "Iter: 2 Subject: 906800\n",
+      "Iter: 3 Subject: 910936\n",
+      "Iter: 2 Subject: 1290797\n",
+      "Iter: 3 Subject: 906800\n",
+      "Iter: 1 Subject: 949156\n",
+      "Iter: 4 Subject: 910936\n",
+      "Iter: 4 Subject: 906800\n",
+      "Iter: 3 Subject: 1290797\n",
+      "--------------------------------------------------\n",
+      "Subject: 910697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290797\n",
+      "Iter: 2 Subject: 949156\n",
+      "--------------------------------------------------\n",
+      "Subject: 753534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910781\n",
+      "Iter: 3 Subject: 949156\n",
+      "Iter: 2 Subject: 910781\n",
+      "Iter: 1 Subject: 753534\n",
+      "Iter: 4 Subject: 949156\n",
+      "Iter: 1 Subject: 910697\n",
+      "Iter: 2 Subject: 753534\n",
+      "Iter: 5 Subject: 949156\n",
+      "Iter: 3 Subject: 910781\n",
+      "--------------------------------------------------Iter: 3 Subject: 753534\n",
+      "\n",
+      "Subject: 949093 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910781\n",
+      "--------------------------------------------------\n",
+      "Subject: 946382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910697\n",
+      "Iter: 5 Subject: 910781\n",
+      "--------------------------------------------------\n",
+      "Subject: 910569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949093\n",
+      "Iter: 2 Subject: 949093\n",
+      "Iter: 3 Subject: 910697Iter: 1 Subject: 946382\n",
+      "\n",
+      "Iter: 3 Subject: 949093\n",
+      "Iter: 2 Subject: 946382\n",
+      "Iter: 4 Subject: 949093\n",
+      "Iter: 3 Subject: 946382\n",
+      "Iter: 4 Subject: 910697\n",
+      "Iter: 5 Subject: 949093\n",
+      "Iter: 4 Subject: 946382\n",
+      "--------------------------------------------------\n",
+      "Subject: 906824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910569\n",
+      "Iter: 1 Subject: 906824\n",
+      "Iter: 2 Subject: 910569\n",
+      "Iter: 1 Subject: 906805\n",
+      "Iter: 1 Subject: 946373\n",
+      "Iter: 2 Subject: 906824\n",
+      "Iter: 3 Subject: 910569\n",
+      "Iter: 2 Subject: 906805\n",
+      "Iter: 3 Subject: 906824\n",
+      "Iter: 2 Subject: 946373--------------------------------------------------\n",
+      "\n",
+      "Subject: 905935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906805\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910569\n",
+      "Iter: 3 Subject: 946373\n",
+      "Iter: 5 Subject: 910569\n",
+      "Iter: 4 Subject: 946373\n",
+      "Iter: 1 Subject: 905935\n",
+      "--------------------------------------------------\n",
+      "Subject: 910922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240127\n",
+      "Iter: 2 Subject: 905935\n",
+      "Iter: 2 Subject: 1240127\n",
+      "Iter: 3 Subject: 905935\n",
+      "Iter: 1 Subject: 910922\n",
+      "Iter: 3 Subject: 1240127Iter: 4 Subject: 905935\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910922\n",
+      "Iter: 5 Subject: 905935\n",
+      "--------------------------------------------------\n",
+      "Subject: 910698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910922\n",
+      "Iter: 1 Subject: 906765\n",
+      "Iter: 1 Subject: 910934\n",
+      "Iter: 4 Subject: 910922\n",
+      "--------------------------------------------------\n",
+      "Subject: 910710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906765\n",
+      "Iter: 1 Subject: 910698\n",
+      "Iter: 3 Subject: 906765\n",
+      "Iter: 4 Subject: 906765\n",
+      "Iter: 2 Subject: 910698\n",
+      "Iter: 2 Subject: 910934\n",
+      "Iter: 5 Subject: 906765\n",
+      "Iter: 3 Subject: 910698\n",
+      "--------------------------------------------------\n",
+      "Subject: 724859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910934\n",
+      "Iter: 1 Subject: 910710\n",
+      "Iter: 4 Subject: 910698\n",
+      "Iter: 4 Subject: 910934\n",
+      "--------------------------------------------------\n",
+      "Subject: 687505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910710\n",
+      "--------------------------------------------------\n",
+      "Subject: 906814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724859\n",
+      "Iter: 3 Subject: 910710\n",
+      "Iter: 2 Subject: 724859\n",
+      "Iter: 4 Subject: 910710\n",
+      "Iter: 1 Subject: 687505\n",
+      "Iter: 3 Subject: 724859\n",
+      "Iter: 5 Subject: 910710\n",
+      "--------------------------------------------------\n",
+      "Subject: 687780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687505\n",
+      "Iter: 4 Subject: 724859\n",
+      "--------------------------------------------------\n",
+      "Subject: 906833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687505\n",
+      "--------------------------------------------------\n",
+      "Subject: 906843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687780\n",
+      "Iter: 2 Subject: 687780\n",
+      "Iter: 1 Subject: 906814\n",
+      "Iter: 1 Subject: 906833\n",
+      "Iter: 2 Subject: 906833\n",
+      "Iter: 3 Subject: 687780\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906833\n",
+      "Iter: 4 Subject: 906833\n",
+      "Iter: 2 Subject: 906814\n",
+      "Iter: 1 Subject: 906843\n",
+      "--------------------------------------------------\n",
+      "Subject: 906795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906814\n",
+      "Iter: 2 Subject: 906843\n",
+      "Iter: 4 Subject: 906814\n",
+      "Iter: 5 Subject: 906814\n",
+      "Iter: 1 Subject: 1240128\n",
+      "Iter: 3 Subject: 906843\n",
+      "--------------------------------------------------\n",
+      "Subject: 910925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906795\n",
+      "Iter: 4 Subject: 906843\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240128\n",
+      "Subject: 910687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240128\n",
+      "Iter: 2 Subject: 906795\n",
+      "--------------------------------------------------\n",
+      "Subject: 753535 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910925\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 906795\n",
+      "Iter: 1 Subject: 910687\n",
+      "--------------------------------------------------\n",
+      "Subject: 910700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910925\n",
+      "Iter: 3 Subject: 910925\n",
+      "Iter: 2 Subject: 910687\n",
+      "--------------------------------------------------\n",
+      "Subject: 753624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753535\n",
+      "Iter: 1 Subject: 910700\n",
+      "Iter: 3 Subject: 910687\n",
+      "Iter: 2 Subject: 753535\n",
+      "Iter: 4 Subject: 910687\n",
+      "Iter: 2 Subject: 910700\n",
+      "--------------------------------------------------\n",
+      "Subject: 910703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753535\n",
+      "Iter: 1 Subject: 753624\n",
+      "Iter: 3 Subject: 910700\n",
+      "Iter: 4 Subject: 910700\n",
+      "Iter: 4 Subject: 753535\n",
+      "Iter: 5 Subject: 910700\n",
+      "Iter: 5 Subject: 753535\n",
+      "--------------------------------------------------\n",
+      "Subject: 906821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753624\n",
+      "--------------------------------------------------\n",
+      "Subject: 924105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910703\n",
+      "Iter: 3 Subject: 753624\n",
+      "Iter: 2 Subject: 910703\n",
+      "Iter: 4 Subject: 753624\n",
+      "Iter: 1 Subject: 906821\n",
+      "Iter: 3 Subject: 910703\n",
+      "--------------------------------------------------\n",
+      "Subject: 906837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910703\n",
+      "Iter: 1 Subject: 924105Iter: 2 Subject: 906821\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906821\n",
+      "Iter: 2 Subject: 924105\n",
+      "Iter: 4 Subject: 906821\n",
+      "Iter: 1 Subject: 906837\n",
+      "Iter: 3 Subject: 924105\n",
+      "--------------------------------------------------\n",
+      "Subject: 949167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 924105\n",
+      "Iter: 2 Subject: 906837\n",
+      "--------------------------------------------------\n",
+      "Subject: 910921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906832\n",
+      "Iter: 3 Subject: 906837\n",
+      "Iter: 4 Subject: 906837\n",
+      "Iter: 2 Subject: 906832\n",
+      "--------------------------------------------------\n",
+      "Subject: 905949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949167\n",
+      "Iter: 1 Subject: 910921Iter: 3 Subject: 906832\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 910705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910921\n",
+      "Iter: 2 Subject: 949167\n",
+      "Iter: 3 Subject: 910921\n",
+      "Iter: 3 Subject: 949167\n",
+      "Iter: 1 Subject: 910705\n",
+      "Iter: 4 Subject: 910921\n",
+      "Iter: 4 Subject: 949167Iter: 1 Subject: 905949\n",
+      "\n",
+      "Iter: 2 Subject: 910705\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910705\n",
+      "Iter: 5 Subject: 949167\n",
+      "--------------------------------------------------\n",
+      "Subject: 910850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905949\n",
+      "Iter: 3 Subject: 905949\n",
+      "Iter: 1 Subject: 1240122\n",
+      "Iter: 1 Subject: 910853\n",
+      "Iter: 4 Subject: 905949\n",
+      "Iter: 2 Subject: 1240122\n",
+      "--------------------------------------------------\n",
+      "Subject: 924107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910853\n",
+      "Iter: 3 Subject: 910853\n",
+      "Iter: 3 Subject: 1240122\n",
+      "Iter: 4 Subject: 910853\n",
+      "Iter: 4 Subject: 1240122\n",
+      "--------------------------------------------------\n",
+      "Subject: 906812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924107\n",
+      "Iter: 1 Subject: 910850\n",
+      "Iter: 1 Subject: 906812\n",
+      "Iter: 2 Subject: 906812\n",
+      "Iter: 2 Subject: 924107\n",
+      "Iter: 3 Subject: 906812\n",
+      "Iter: 1 Subject: 753548\n",
+      "Iter: 2 Subject: 910850\n",
+      "Iter: 4 Subject: 906812\n",
+      "Iter: 3 Subject: 924107\n",
+      "--------------------------------------------------\n",
+      "Subject: 906838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753548\n",
+      "--------------------------------------------------\n",
+      "Subject: 906851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910850\n",
+      "Iter: 3 Subject: 753548\n",
+      "Iter: 4 Subject: 753548\n",
+      "Iter: 4 Subject: 910850\n",
+      "Iter: 1 Subject: 906851\n",
+      "--------------------------------------------------\n",
+      "Subject: 684062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906851\n",
+      "Iter: 1 Subject: 906838\n",
+      "Iter: 3 Subject: 906851\n",
+      "Iter: 4 Subject: 906851\n",
+      "Iter: 2 Subject: 906838\n",
+      "Iter: 1 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 684052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906838\n",
+      "Iter: 4 Subject: 906838\n",
+      "Iter: 2 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 910919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684062\n",
+      "Iter: 3 Subject: 687563\n",
+      "Iter: 4 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 906829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684062\n",
+      "Iter: 3 Subject: 684062\n",
+      "Iter: 1 Subject: 684052\n",
+      "Iter: 4 Subject: 684062\n",
+      "--------------------------------------------------\n",
+      "Subject: 910941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906829\n",
+      "Iter: 2 Subject: 684052\n",
+      "Iter: 2 Subject: 906829\n",
+      "Iter: 1 Subject: 910919\n",
+      "Iter: 3 Subject: 684052\n",
+      "Iter: 3 Subject: 906829\n",
+      "Iter: 1 Subject: 910941\n",
+      "Iter: 4 Subject: 684052\n",
+      "Iter: 4 Subject: 906829\n",
+      "--------------------------------------------------\n",
+      "Subject: 906827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910941\n",
+      "Iter: 2 Subject: 910919\n",
+      "Iter: 3 Subject: 910941\n",
+      "--------------------------------------------------\n",
+      "Subject: 687596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906827\n",
+      "Iter: 2 Subject: 906827\n",
+      "Iter: 3 Subject: 910919\n",
+      "Iter: 3 Subject: 906827\n",
+      "Iter: 1 Subject: 1290773\n",
+      "Iter: 4 Subject: 906827\n",
+      "Iter: 5 Subject: 906827\n",
+      "Iter: 1 Subject: 687596\n",
+      "Iter: 4 Subject: 910919\n",
+      "--------------------------------------------------\n",
+      "Subject: 906841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290773\n",
+      "--------------------------------------------------\n",
+      "Subject: 906852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687596\n",
+      "Iter: 3 Subject: 1290773\n",
+      "Iter: 3 Subject: 687596\n",
+      "Iter: 4 Subject: 1290773\n",
+      "--------------------------------------------------\n",
+      "Subject: 949163 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 908125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906852\n",
+      "Iter: 2 Subject: 906852\n",
+      "Iter: 3 Subject: 906852\n",
+      "Iter: 1 Subject: 949163\n",
+      "Iter: 1 Subject: 906841\n",
+      "Iter: 4 Subject: 906852\n",
+      "Iter: 1 Subject: 908125\n",
+      "Iter: 5 Subject: 906852\n",
+      "--------------------------------------------------\n",
+      "Subject: 905984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949163\n",
+      "Iter: 2 Subject: 906841\n",
+      "Iter: 2 Subject: 908125\n",
+      "Iter: 3 Subject: 908125\n",
+      "Iter: 3 Subject: 949163\n",
+      "Iter: 3 Subject: 906841\n",
+      "Iter: 4 Subject: 908125\n",
+      "Iter: 4 Subject: 906841\n",
+      "Iter: 1 Subject: 905984\n",
+      "--------------------------------------------------\n",
+      "Subject: 909743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949163\n",
+      "--------------------------------------------------\n",
+      "Subject: 753572 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905984\n",
+      "Iter: 1 Subject: 753572\n",
+      "Iter: 3 Subject: 905984\n",
+      "Iter: 2 Subject: 753572\n",
+      "--------------------------------------------------Iter: 1 Subject: 909976\n",
+      "\n",
+      "Subject: 909720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753572\n",
+      "Iter: 1 Subject: 909743\n",
+      "Iter: 4 Subject: 753572\n",
+      "Iter: 2 Subject: 909976\n",
+      "--------------------------------------------------\n",
+      "Subject: 907290 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909720\n",
+      "Iter: 2 Subject: 909743\n",
+      "Iter: 3 Subject: 909743\n",
+      "Iter: 2 Subject: 909720\n",
+      "Iter: 3 Subject: 909976\n",
+      "--------------------------------------------------\n",
+      "Subject: 907050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909720\n",
+      "Iter: 1 Subject: 907290\n",
+      "Iter: 4 Subject: 909720\n",
+      "Iter: 2 Subject: 907290\n",
+      "Iter: 1 Subject: 909754\n",
+      "--------------------------------------------------\n",
+      "Subject: 905973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907050\n",
+      "Iter: 3 Subject: 907290\n",
+      "Iter: 2 Subject: 909754\n",
+      "Iter: 4 Subject: 907290\n",
+      "Iter: 3 Subject: 909754\n",
+      "Iter: 2 Subject: 907050\n",
+      "Iter: 1 Subject: 905973\n",
+      "--------------------------------------------------\n",
+      "Subject: 907176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909754\n",
+      "Iter: 2 Subject: 905973\n",
+      "Iter: 3 Subject: 907050\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907050\n",
+      "Iter: 3 Subject: 905973\n",
+      "Iter: 1 Subject: 907176\n",
+      "Iter: 5 Subject: 907050\n",
+      "Iter: 4 Subject: 905973\n",
+      "--------------------------------------------------\n",
+      "Subject: 905960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907176\n",
+      "Iter: 5 Subject: 905973\n",
+      "Iter: 1 Subject: 1240157\n",
+      "--------------------------------------------------\n",
+      "Subject: 724872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907176\n",
+      "Iter: 4 Subject: 907176\n",
+      "Iter: 2 Subject: 1240157\n",
+      "Iter: 1 Subject: 905960\n",
+      "Iter: 5 Subject: 907176\n",
+      "Iter: 1 Subject: 724872\n",
+      "--------------------------------------------------\n",
+      "Subject: 684072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240157\n",
+      "Iter: 2 Subject: 905960\n",
+      "Iter: 4 Subject: 1240157\n",
+      "Iter: 2 Subject: 724872\n",
+      "Iter: 3 Subject: 724872\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905960\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905960\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684072\n",
+      "Iter: 1 Subject: 1240166\n",
+      "Iter: 1 Subject: 1298141\n",
+      "Iter: 2 Subject: 1298141\n",
+      "Iter: 2 Subject: 1240166\n",
+      "Iter: 3 Subject: 1298141\n",
+      "Iter: 2 Subject: 684072\n",
+      "Iter: 4 Subject: 1298141\n",
+      "--------------------------------------------------\n",
+      "Subject: 907049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240166\n",
+      "Iter: 3 Subject: 684072\n",
+      "Iter: 1 Subject: 1298215\n",
+      "Iter: 4 Subject: 1240166\n",
+      "Iter: 4 Subject: 684072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907049\n",
+      "Iter: 2 Subject: 907049\n",
+      "Iter: 2 Subject: 1298215\n",
+      "Iter: 3 Subject: 907049\n",
+      "Iter: 1 Subject: 909757\n",
+      "Iter: 4 Subject: 907049\n",
+      "Iter: 1 Subject: 1240146\n",
+      "Iter: 3 Subject: 1298215\n",
+      "--------------------------------------------------\n",
+      "Subject: 753559 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909757\n",
+      "Iter: 3 Subject: 909757\n",
+      "Iter: 4 Subject: 1298215\n",
+      "Iter: 2 Subject: 1240146\n",
+      "Iter: 4 Subject: 909757\n",
+      "--------------------------------------------------\n",
+      "Subject: 907270 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753559\n",
+      "--------------------------------------------------Iter: 3 Subject: 1240146\n",
+      "Subject: 1240158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 753559\n",
+      "Iter: 3 Subject: 753559\n",
+      "Iter: 4 Subject: 1240146\n",
+      "Iter: 1 Subject: 907270\n",
+      "Iter: 4 Subject: 753559\n",
+      "--------------------------------------------------\n",
+      "Subject: 908121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 753559\n",
+      "Iter: 2 Subject: 907270\n",
+      "--------------------------------------------------\n",
+      "Subject: 909713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240158\n",
+      "Iter: 3 Subject: 907270\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908121\n",
+      "Iter: 2 Subject: 1240158\n",
+      "Iter: 2 Subject: 908121\n",
+      "Iter: 3 Subject: 1240158\n",
+      "--------------------------------------------------\n",
+      "Subject: 909730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908121\n",
+      "Iter: 4 Subject: 908121\n",
+      "Iter: 1 Subject: 1240219\n",
+      "--------------------------------------------------\n",
+      "Subject: 907282 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240219\n",
+      "Iter: 1 Subject: 907282\n",
+      "Iter: 3 Subject: 1240219\n",
+      "Iter: 1 Subject: 909730\n",
+      "Iter: 4 Subject: 1240219\n",
+      "Iter: 2 Subject: 907282\n",
+      "--------------------------------------------------\n",
+      "Subject: 907062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909730\n",
+      "Iter: 3 Subject: 907282\n",
+      "Iter: 1 Subject: 909713\n",
+      "Iter: 4 Subject: 907282\n",
+      "Iter: 5 Subject: 907282\n",
+      "Iter: 3 Subject: 909730\n",
+      "Iter: 1 Subject: 907062\n",
+      "--------------------------------------------------\n",
+      "Subject: 907059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 909730\n",
+      "--------------------------------------------------\n",
+      "Subject: 907064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907062\n",
+      "Iter: 3 Subject: 907062\n",
+      "Iter: 2 Subject: 909713\n",
+      "Iter: 1 Subject: 907064\n",
+      "Iter: 4 Subject: 907062\n",
+      "Iter: 1 Subject: 907059\n",
+      "--------------------------------------------------\n",
+      "Subject: 924247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907064\n",
+      "Iter: 3 Subject: 909713\n",
+      "Iter: 2 Subject: 907059\n",
+      "Iter: 3 Subject: 907064\n",
+      "Iter: 3 Subject: 907059\n",
+      "Iter: 4 Subject: 907064\n",
+      "Iter: 4 Subject: 909713\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907059\n",
+      "Iter: 1 Subject: 924247\n",
+      "--------------------------------------------------\n",
+      "Subject: 907171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924247\n",
+      "Iter: 1 Subject: 1327771\n",
+      "Iter: 3 Subject: 924247\n",
+      "Iter: 1 Subject: 1327769\n",
+      "Iter: 4 Subject: 924247\n",
+      "Iter: 1 Subject: 907171\n",
+      "--------------------------------------------------\n",
+      "Subject: 908122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1327771\n",
+      "Iter: 2 Subject: 1327769\n",
+      "Iter: 3 Subject: 1327771\n",
+      "Iter: 2 Subject: 907171\n",
+      "Iter: 3 Subject: 1327769\n",
+      "Iter: 4 Subject: 1327771\n",
+      "Iter: 1 Subject: 908122\n",
+      "--------------------------------------------------\n",
+      "Subject: 910946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907171\n",
+      "Iter: 5 Subject: 1327771\n",
+      "Iter: 2 Subject: 908122\n",
+      "Iter: 4 Subject: 907171\n",
+      "--------------------------------------------------\n",
+      "Subject: 909728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908122\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910946\n",
+      "Iter: 2 Subject: 910946\n",
+      "Iter: 1 Subject: 909728\n",
+      "Iter: 1 Subject: 1298216\n",
+      "Iter: 1 Subject: 909732\n",
+      "Iter: 3 Subject: 910946\n",
+      "Iter: 2 Subject: 909728\n",
+      "Iter: 4 Subject: 910946\n",
+      "Iter: 2 Subject: 909732\n",
+      "Iter: 2 Subject: 1298216\n",
+      "Iter: 3 Subject: 909728\n",
+      "Iter: 5 Subject: 910946\n",
+      "--------------------------------------------------\n",
+      "Subject: 907066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909732\n",
+      "Iter: 3 Subject: 1298216\n",
+      "Iter: 4 Subject: 909728\n",
+      "Iter: 4 Subject: 1298216\n",
+      "Iter: 4 Subject: 909732\n",
+      "--------------------------------------------------\n",
+      "Subject: 753558 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907066\n",
+      "--------------------------------------------------\n",
+      "Subject: 909758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907066\n",
+      "Iter: 1 Subject: 724869\n",
+      "Iter: 3 Subject: 907066\n",
+      "Iter: 1 Subject: 753558\n",
+      "Iter: 2 Subject: 724869\n",
+      "Iter: 1 Subject: 909758\n",
+      "Iter: 4 Subject: 907066\n",
+      "Iter: 2 Subject: 753558\n",
+      "Iter: 5 Subject: 907066\n",
+      "Iter: 3 Subject: 724869\n",
+      "Iter: 2 Subject: 909758\n",
+      "Iter: 6 Subject: 907066\n",
+      "Iter: 3 Subject: 753558\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 724869\n",
+      "Subject: 1327766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909758\n",
+      "--------------------------------------------------\n",
+      "Subject: 907391 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753558\n",
+      "--------------------------------------------------\n",
+      "Subject: 910779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909758\n",
+      "Iter: 5 Subject: 909758\n",
+      "--------------------------------------------------\n",
+      "Subject: 713880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1327766\n",
+      "Iter: 1 Subject: 910779\n",
+      "Iter: 2 Subject: 1327766\n",
+      "Iter: 1 Subject: 713880\n",
+      "Iter: 1 Subject: 907391\n",
+      "Iter: 2 Subject: 910779\n",
+      "Iter: 2 Subject: 713880\n",
+      "Iter: 3 Subject: 910779\n",
+      "Iter: 2 Subject: 907391\n",
+      "Iter: 3 Subject: 1327766\n",
+      "Iter: 3 Subject: 713880\n",
+      "Iter: 4 Subject: 910779\n",
+      "Iter: 3 Subject: 907391\n",
+      "Iter: 4 Subject: 713880\n",
+      "Iter: 4 Subject: 1327766\n",
+      "--------------------------------------------------\n",
+      "Subject: 905965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907391\n",
+      "--------------------------------------------------\n",
+      "Subject: 909729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909729\n",
+      "Iter: 1 Subject: 753569\n",
+      "Iter: 2 Subject: 909729\n",
+      "Iter: 1 Subject: 930298\n",
+      "Iter: 3 Subject: 909729\n",
+      "Iter: 2 Subject: 753569\n",
+      "--------------------------------------------------\n",
+      "Subject: 907042 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905965\n",
+      "Iter: 3 Subject: 753569\n",
+      "Iter: 2 Subject: 930298\n",
+      "Iter: 4 Subject: 753569\n",
+      "Iter: 2 Subject: 905965\n",
+      "Iter: 5 Subject: 753569\n",
+      "Iter: 3 Subject: 930298\n",
+      "Iter: 1 Subject: 907042\n",
+      "--------------------------------------------------\n",
+      "Subject: 907287 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 930298\n",
+      "Iter: 3 Subject: 905965\n",
+      "--------------------------------------------------\n",
+      "Subject: 753612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907042\n",
+      "Iter: 1 Subject: 907287\n",
+      "Iter: 4 Subject: 905965\n",
+      "Iter: 3 Subject: 907042\n",
+      "Iter: 4 Subject: 907042\n",
+      "Iter: 5 Subject: 905965\n",
+      "Iter: 2 Subject: 907287\n",
+      "--------------------------------------------------\n",
+      "Subject: 907268 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907287\n",
+      "Iter: 4 Subject: 907287\n",
+      "Iter: 5 Subject: 907287\n",
+      "Iter: 1 Subject: 907268\n",
+      "Iter: 1 Subject: 753612\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240159\n",
+      "Iter: 2 Subject: 907268\n",
+      "Iter: 2 Subject: 753612\n",
+      "Iter: 3 Subject: 907268\n",
+      "Iter: 2 Subject: 1240159\n",
+      "Iter: 1 Subject: 1240155\n",
+      "Iter: 4 Subject: 907268\n",
+      "Iter: 3 Subject: 753612\n",
+      "Iter: 3 Subject: 1240159\n",
+      "--------------------------------------------------\n",
+      "Subject: 910911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753612\n",
+      "Iter: 4 Subject: 1240159\n",
+      "Iter: 2 Subject: 1240155\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299070 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 1240155\n",
+      "Iter: 4 Subject: 1240155\n",
+      "--------------------------------------------------\n",
+      "Subject: 909721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240215\n",
+      "Iter: 1 Subject: 1299070\n",
+      "Iter: 1 Subject: 910911\n",
+      "Iter: 2 Subject: 1240215\n",
+      "Iter: 2 Subject: 1299070\n",
+      "Iter: 3 Subject: 1240215\n",
+      "Iter: 3 Subject: 1299070\n",
+      "Iter: 2 Subject: 910911\n",
+      "Iter: 1 Subject: 909721\n",
+      "Iter: 4 Subject: 1240215\n",
+      "Iter: 4 Subject: 1299070\n",
+      "Iter: 3 Subject: 910911\n",
+      "--------------------------------------------------\n",
+      "Subject: 907274 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907286 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909721\n",
+      "Iter: 3 Subject: 909721\n",
+      "--------------------------------------------------\n",
+      "Subject: 907057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907286\n",
+      "Iter: 1 Subject: 907274\n",
+      "Iter: 1 Subject: 949153\n",
+      "Iter: 2 Subject: 907286\n",
+      "Iter: 2 Subject: 949153\n",
+      "Iter: 2 Subject: 907274\n",
+      "Iter: 3 Subject: 907286\n",
+      "Iter: 1 Subject: 907057Iter: 3 Subject: 949153\n",
+      "\n",
+      "Iter: 3 Subject: 907274\n",
+      "--------------------------------------------------\n",
+      "Subject: 909731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907286\n",
+      "--------------------------------------------------\n",
+      "Subject: 753566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907057\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907057\n",
+      "Iter: 1 Subject: 753566\n",
+      "Iter: 4 Subject: 907057\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753566\n",
+      "Iter: 3 Subject: 753566\n",
+      "Iter: 1 Subject: 909731\n",
+      "Iter: 4 Subject: 753566\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909731\n",
+      "Iter: 1 Subject: 1240160\n",
+      "Iter: 3 Subject: 909731\n",
+      "--------------------------------------------------\n",
+      "Subject: 724878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240160\n",
+      "Iter: 1 Subject: 1240153\n",
+      "Iter: 1 Subject: 1299050\n",
+      "Iter: 3 Subject: 1240160\n",
+      "Iter: 2 Subject: 1299050\n",
+      "Iter: 4 Subject: 1240160\n",
+      "Iter: 3 Subject: 1299050\n",
+      "Iter: 1 Subject: 724878\n",
+      "Iter: 2 Subject: 1240153\n",
+      "Iter: 5 Subject: 1240160\n",
+      "Iter: 4 Subject: 1299050\n",
+      "Iter: 3 Subject: 1240153\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724878\n",
+      "--------------------------------------------------\n",
+      "Subject: 909726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724878\n",
+      "Iter: 1 Subject: 1299059\n",
+      "Iter: 4 Subject: 724878\n",
+      "Iter: 5 Subject: 724878\n",
+      "Iter: 1 Subject: 909722\n",
+      "Iter: 2 Subject: 1299059\n",
+      "--------------------------------------------------\n",
+      "Subject: 907073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909726\n",
+      "Iter: 3 Subject: 1299059\n",
+      "Iter: 2 Subject: 909722\n",
+      "Iter: 4 Subject: 1299059\n",
+      "Iter: 3 Subject: 909722\n",
+      "--------------------------------------------------\n",
+      "Subject: 905972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909726\n",
+      "Iter: 4 Subject: 909722\n",
+      "Iter: 5 Subject: 909722\n",
+      "Iter: 1 Subject: 907073\n",
+      "Iter: 3 Subject: 909726\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905972\n",
+      "Iter: 4 Subject: 909726\n",
+      "Iter: 2 Subject: 905972\n",
+      "Iter: 2 Subject: 907073\n",
+      "Iter: 5 Subject: 909726\n",
+      "Iter: 3 Subject: 905972\n",
+      "Iter: 3 Subject: 907073\n",
+      "--------------------------------------------------\n",
+      "Subject: 753564 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905972\n",
+      "Iter: 4 Subject: 907073\n",
+      "Iter: 5 Subject: 905972\n",
+      "--------------------------------------------------\n",
+      "Subject: 907175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240154\n",
+      "Iter: 1 Subject: 753564\n",
+      "Iter: 1 Subject: 907175\n",
+      "Iter: 2 Subject: 753564\n",
+      "Iter: 3 Subject: 753564\n",
+      "Iter: 2 Subject: 1240154\n",
+      "Iter: 2 Subject: 907175\n",
+      "--------------------------------------------------\n",
+      "Subject: 905968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240161\n",
+      "Iter: 3 Subject: 907175\n",
+      "Iter: 2 Subject: 1240161\n",
+      "Iter: 4 Subject: 907175\n",
+      "Iter: 3 Subject: 1240154\n",
+      "--------------------------------------------------\n",
+      "Subject: 753610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240161\n",
+      "Iter: 4 Subject: 1240154\n",
+      "Iter: 4 Subject: 1240161\n",
+      "Iter: 1 Subject: 905968\n",
+      "Iter: 5 Subject: 1240161\n",
+      "--------------------------------------------------Iter: 5 Subject: 1240154\n",
+      "\n",
+      "Subject: 910209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753610\n",
+      "Iter: 2 Subject: 905968\n",
+      "Iter: 3 Subject: 905968\n",
+      "Iter: 2 Subject: 753610\n",
+      "Iter: 4 Subject: 905968\n",
+      "--------------------------------------------------\n",
+      "Subject: 753563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753610\n",
+      "Iter: 1 Subject: 910209\n",
+      "Iter: 1 Subject: 909724\n",
+      "Iter: 1 Subject: 753563\n",
+      "Iter: 2 Subject: 910209\n",
+      "Iter: 4 Subject: 753610\n",
+      "Iter: 2 Subject: 909724\n",
+      "Iter: 3 Subject: 910209\n",
+      "Iter: 5 Subject: 753610\n",
+      "Iter: 2 Subject: 753563\n",
+      "Iter: 3 Subject: 909724\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910209\n",
+      "Iter: 3 Subject: 753563\n",
+      "--------------------------------------------------\n",
+      "Subject: 687509 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753563\n",
+      "--------------------------------------------------\n",
+      "Subject: 753565 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298222\n",
+      "Iter: 1 Subject: 687509\n",
+      "Iter: 2 Subject: 1298222\n",
+      "Iter: 1 Subject: 1290922\n",
+      "Iter: 2 Subject: 687509\n",
+      "Iter: 3 Subject: 1298222\n",
+      "Iter: 2 Subject: 1290922\n",
+      "Iter: 1 Subject: 753565\n",
+      "Iter: 4 Subject: 1298222\n",
+      "Iter: 3 Subject: 687509\n",
+      "Iter: 3 Subject: 1290922\n",
+      "--------------------------------------------------\n",
+      "Subject: 907170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290922\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 687509\n",
+      "Iter: 2 Subject: 753565\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 687509\n",
+      "Iter: 3 Subject: 753565\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907170\n",
+      "Iter: 4 Subject: 753565\n",
+      "Iter: 2 Subject: 907170\n",
+      "Iter: 5 Subject: 753565\n",
+      "Iter: 1 Subject: 1240162\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907170\n",
+      "Iter: 1 Subject: 1327765\n",
+      "Iter: 2 Subject: 1240162\n",
+      "Iter: 4 Subject: 907170\n",
+      "Iter: 3 Subject: 1240162\n",
+      "--------------------------------------------------\n",
+      "Subject: 906862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1327765\n",
+      "--------------------------------------------------\n",
+      "Subject: 753554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327765\n",
+      "Iter: 1 Subject: 1327761\n",
+      "Iter: 4 Subject: 1327765\n",
+      "Iter: 1 Subject: 906862\n",
+      "Iter: 1 Subject: 753554\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753554\n",
+      "Iter: 2 Subject: 906862Iter: 2 Subject: 1327761\n",
+      "\n",
+      "Iter: 3 Subject: 753554\n",
+      "Iter: 3 Subject: 906862\n",
+      "Iter: 3 Subject: 1327761\n",
+      "Iter: 4 Subject: 753554\n",
+      "Iter: 4 Subject: 906862\n",
+      "Iter: 4 Subject: 1327761\n",
+      "--------------------------------------------------\n",
+      "Subject: 924108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1327761\n",
+      "--------------------------------------------------\n",
+      "Subject: 946370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290722\n",
+      "Iter: 1 Subject: 946370\n",
+      "Iter: 2 Subject: 946370\n",
+      "Iter: 1 Subject: 753546\n",
+      "Iter: 3 Subject: 946370\n",
+      "Iter: 1 Subject: 924108\n",
+      "Iter: 2 Subject: 1290722\n",
+      "Iter: 4 Subject: 946370\n",
+      "Iter: 2 Subject: 753546\n",
+      "--------------------------------------------------\n",
+      "Subject: 949165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924108\n",
+      "Iter: 3 Subject: 1290722\n",
+      "Iter: 3 Subject: 753546\n",
+      "Iter: 3 Subject: 924108\n",
+      "Iter: 4 Subject: 753546\n",
+      "Iter: 4 Subject: 1290722\n",
+      "--------------------------------------------------\n",
+      "Subject: 905938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949165\n",
+      "Iter: 4 Subject: 924108\n",
+      "--------------------------------------------------\n",
+      "Subject: 907053 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 749714\n",
+      "Iter: 2 Subject: 949165\n",
+      "Iter: 1 Subject: 905938\n",
+      "Iter: 2 Subject: 749714\n",
+      "Iter: 3 Subject: 949165\n",
+      "Iter: 2 Subject: 905938\n",
+      "Iter: 3 Subject: 749714\n",
+      "Iter: 4 Subject: 949165\n",
+      "Iter: 3 Subject: 905938\n",
+      "Iter: 4 Subject: 749714\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905938\n",
+      "Iter: 1 Subject: 907053\n",
+      "Iter: 5 Subject: 749714\n",
+      "Iter: 5 Subject: 905938\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 684059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290906\n",
+      "Iter: 2 Subject: 907053\n",
+      "Iter: 3 Subject: 907053\n",
+      "Iter: 2 Subject: 1290906\n",
+      "Iter: 1 Subject: 1303900\n",
+      "Iter: 3 Subject: 1290906\n",
+      "Iter: 4 Subject: 907053\n",
+      "--------------------------------------------------\n",
+      "Subject: 1295741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1303900\n",
+      "--------------------------------------------------\n",
+      "Subject: 906804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684059\n",
+      "Iter: 3 Subject: 1303900\n",
+      "Iter: 4 Subject: 1303900\n",
+      "Iter: 2 Subject: 684059\n",
+      "--------------------------------------------------\n",
+      "Subject: 906836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1295741\n",
+      "Iter: 1 Subject: 906804\n",
+      "Iter: 3 Subject: 684059\n",
+      "Iter: 4 Subject: 684059\n",
+      "--------------------------------------------------\n",
+      "Subject: 906848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906804\n",
+      "Iter: 1 Subject: 906836\n",
+      "Iter: 2 Subject: 1295741\n",
+      "Iter: 2 Subject: 906836\n",
+      "Iter: 3 Subject: 906804\n",
+      "Iter: 3 Subject: 1295741\n",
+      "Iter: 1 Subject: 906848\n",
+      "--------------------------------------------------\n",
+      "Subject: 949166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906804\n",
+      "Iter: 3 Subject: 906836\n",
+      "--------------------------------------------------\n",
+      "Subject: 907061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906848\n",
+      "Iter: 3 Subject: 906848\n",
+      "Iter: 4 Subject: 906848\n",
+      "Iter: 5 Subject: 906848\n",
+      "Iter: 1 Subject: 907072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949166\n",
+      "Iter: 2 Subject: 907072\n",
+      "Iter: 3 Subject: 907072\n",
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+      "Iter: 1 Subject: 1298136\n",
+      "Iter: 5 Subject: 907072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298136\n",
+      "Iter: 3 Subject: 949166\n",
+      "Iter: 1 Subject: 907061\n",
+      "--------------------------------------------------\n",
+      "Subject: 905971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298136\n",
+      "Iter: 4 Subject: 1298136\n",
+      "Iter: 1 Subject: 1240149\n",
+      "Iter: 5 Subject: 1298136\n",
+      "--------------------------------------------------\n",
+      "Subject: 911905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905971\n",
+      "Iter: 2 Subject: 907061\n",
+      "Iter: 2 Subject: 1240149\n",
+      "Iter: 3 Subject: 1240149\n",
+      "Iter: 2 Subject: 905971\n",
+      "--------------------------------------------------\n",
+      "Subject: 1287706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905971\n",
+      "Iter: 3 Subject: 907061\n",
+      "Iter: 4 Subject: 905971\n",
+      "--------------------------------------------------\n",
+      "Subject: 753531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 911905\n",
+      "Iter: 1 Subject: 1290769\n",
+      "Iter: 1 Subject: 1287706\n",
+      "Iter: 2 Subject: 1290769\n",
+      "Iter: 2 Subject: 1287706\n",
+      "Iter: 3 Subject: 1290769\n",
+      "Iter: 2 Subject: 911905\n",
+      "Iter: 4 Subject: 1290769\n",
+      "--------------------------------------------------\n",
+      "Subject: 946369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1287706\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 906849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753531\n",
+      "Iter: 3 Subject: 911905\n",
+      "Iter: 1 Subject: 906849\n",
+      "Iter: 4 Subject: 911905\n",
+      "Iter: 5 Subject: 911905\n",
+      "Iter: 2 Subject: 906849\n",
+      "--------------------------------------------------\n",
+      "Subject: 905970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906849\n",
+      "--------------------------------------------------\n",
+      "Subject: 907285 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753531\n",
+      "Iter: 1 Subject: 946369\n",
+      "Iter: 2 Subject: 946369\n",
+      "Iter: 3 Subject: 753531\n",
+      "Iter: 3 Subject: 946369\n",
+      "--------------------------------------------------\n",
+      "Subject: 907051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907285\n",
+      "Iter: 4 Subject: 753531\n",
+      "Iter: 1 Subject: 905970\n",
+      "--------------------------------------------------\n",
+      "Subject: 907055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907051\n",
+      "Iter: 2 Subject: 907285\n",
+      "Iter: 2 Subject: 907051\n",
+      "Iter: 2 Subject: 905970\n",
+      "Iter: 3 Subject: 907285\n",
+      "Iter: 3 Subject: 907051\n",
+      "Iter: 1 Subject: 907055\n",
+      "Iter: 3 Subject: 905970\n",
+      "--------------------------------------------------\n",
+      "Subject: 907043 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907285Iter: 4 Subject: 907051\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949164 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907055\n",
+      "Iter: 3 Subject: 907055\n",
+      "Iter: 1 Subject: 907043\n",
+      "Iter: 4 Subject: 907055\n",
+      "Iter: 1 Subject: 1290907\n",
+      "Iter: 5 Subject: 907055\n",
+      "Iter: 2 Subject: 907043\n",
+      "--------------------------------------------------\n",
+      "Subject: 910851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290907\n",
+      "Iter: 1 Subject: 949164\n",
+      "Iter: 3 Subject: 907043\n",
+      "Iter: 3 Subject: 1290907\n",
+      "Iter: 2 Subject: 949164\n",
+      "--------------------------------------------------\n",
+      "Subject: 753532 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290907\n",
+      "Iter: 3 Subject: 949164\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910851\n",
+      "Iter: 2 Subject: 910851\n",
+      "Iter: 1 Subject: 1240123\n",
+      "Iter: 3 Subject: 910851\n",
+      "Iter: 1 Subject: 753532\n",
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+      "Iter: 4 Subject: 910851\n",
+      "Iter: 3 Subject: 1240123\n",
+      "Iter: 5 Subject: 910851\n",
+      "Iter: 2 Subject: 753532\n",
+      "Iter: 1 Subject: 946367\n",
+      "--------------------------------------------------\n",
+      "Subject: 684057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240123\n",
+      "Iter: 3 Subject: 753532\n",
+      "--------------------------------------------------\n",
+      "Subject: 906856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753532\n",
+      "Iter: 2 Subject: 946367\n",
+      "Iter: 5 Subject: 753532\n",
+      "--------------------------------------------------\n",
+      "Subject: 924111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946367\n",
+      "Iter: 1 Subject: 684057\n",
+      "Iter: 1 Subject: 906856\n",
+      "Iter: 4 Subject: 946367\n",
+      "Iter: 2 Subject: 684057\n",
+      "Iter: 2 Subject: 906856\n",
+      "Iter: 5 Subject: 946367\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684057\n",
+      "Iter: 1 Subject: 924111\n",
+      "Iter: 3 Subject: 906856\n",
+      "--------------------------------------------------\n",
+      "Subject: 924151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240145\n",
+      "Iter: 2 Subject: 924111\n",
+      "Iter: 2 Subject: 1240145\n",
+      "Iter: 3 Subject: 1240145\n",
+      "Iter: 3 Subject: 924111\n",
+      "Iter: 1 Subject: 924151\n",
+      "Iter: 4 Subject: 1240145\n",
+      "Iter: 5 Subject: 1240145\n",
+      "Iter: 4 Subject: 924111\n",
+      "Iter: 2 Subject: 924151\n",
+      "Iter: 6 Subject: 1240145\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 924111\n",
+      "Iter: 3 Subject: 924151\n",
+      "--------------------------------------------------\n",
+      "Subject: 906847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 924151\n",
+      "Iter: 1 Subject: 1290908\n",
+      "--------------------------------------------------\n",
+      "Subject: 905948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906847\n",
+      "Iter: 1 Subject: 905948\n",
+      "Iter: 2 Subject: 906847\n",
+      "Iter: 2 Subject: 1290908\n",
+      "Iter: 3 Subject: 906847\n",
+      "--------------------------------------------------\n",
+      "Subject: 753533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905948\n",
+      "Iter: 1 Subject: 1240143\n",
+      "Iter: 3 Subject: 905948\n",
+      "Iter: 3 Subject: 1290908\n",
+      "Iter: 4 Subject: 905948\n",
+      "--------------------------------------------------\n",
+      "Subject: 905952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753533\n",
+      "Iter: 2 Subject: 1240143\n",
+      "Iter: 4 Subject: 1290908\n",
+      "Iter: 2 Subject: 753533\n",
+      "Iter: 5 Subject: 1290908\n",
+      "Iter: 3 Subject: 1240143\n",
+      "Iter: 3 Subject: 753533\n",
+      "--------------------------------------------------\n",
+      "Subject: 753549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905952\n",
+      "Iter: 4 Subject: 753533\n",
+      "Iter: 4 Subject: 1240143\n",
+      "--------------------------------------------------\n",
+      "Subject: 949161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905952\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905952\n",
+      "Iter: 1 Subject: 753549\n",
+      "Iter: 4 Subject: 905952\n",
+      "--------------------------------------------------\n",
+      "Subject: 907069 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753549\n",
+      "Iter: 3 Subject: 753549\n",
+      "Iter: 4 Subject: 753549\n",
+      "--------------------------------------------------\n",
+      "Subject: 749711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503370\n",
+      "Iter: 1 Subject: 907069\n",
+      "Iter: 1 Subject: 949161\n",
+      "Iter: 2 Subject: 1503370\n",
+      "Iter: 2 Subject: 907069\n",
+      "Iter: 3 Subject: 1503370\n",
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+      "Iter: 1 Subject: 749711\n",
+      "Iter: 2 Subject: 949161\n",
+      "Iter: 4 Subject: 907069\n",
+      "Iter: 4 Subject: 1503370\n",
+      "--------------------------------------------------\n",
+      "Subject: 749715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949161\n",
+      "Iter: 2 Subject: 749711\n",
+      "Iter: 1 Subject: 749715\n",
+      "Iter: 3 Subject: 749711\n",
+      "Iter: 4 Subject: 949161\n",
+      "Iter: 2 Subject: 749715\n",
+      "Iter: 1 Subject: 1240151\n",
+      "Iter: 4 Subject: 749711\n",
+      "Iter: 3 Subject: 749715\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 749709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 949161\n",
+      "--------------------------------------------------\n",
+      "Subject: 753556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240151\n",
+      "Iter: 4 Subject: 749715\n",
+      "--------------------------------------------------\n",
+      "Subject: 906794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240151\n",
+      "Iter: 1 Subject: 749709\n",
+      "Iter: 4 Subject: 1240151\n",
+      "Iter: 2 Subject: 749709\n",
+      "Iter: 5 Subject: 1240151\n",
+      "Iter: 1 Subject: 906794\n",
+      "--------------------------------------------------\n",
+      "Subject: 753536 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 749709\n",
+      "Iter: 4 Subject: 749709\n",
+      "--------------------------------------------------\n",
+      "Subject: 910691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906794\n",
+      "Iter: 1 Subject: 753556\n",
+      "Iter: 3 Subject: 906794\n",
+      "Iter: 1 Subject: 753536\n",
+      "Iter: 4 Subject: 906794\n",
+      "Iter: 1 Subject: 910691\n",
+      "Iter: 2 Subject: 753556\n",
+      "--------------------------------------------------\n",
+      "Subject: 753551 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753536\n",
+      "Iter: 2 Subject: 910691\n",
+      "Iter: 3 Subject: 753556\n",
+      "Iter: 3 Subject: 753536\n",
+      "Iter: 3 Subject: 910691\n",
+      "--------------------------------------------------\n",
+      "Subject: 949160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910691\n",
+      "Iter: 4 Subject: 753536\n",
+      "Iter: 1 Subject: 753551\n",
+      "--------------------------------------------------\n",
+      "Subject: 906854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753551\n",
+      "Iter: 3 Subject: 753551\n",
+      "Iter: 1 Subject: 905937\n",
+      "Iter: 1 Subject: 949160\n",
+      "Iter: 1 Subject: 906854\n",
+      "Iter: 4 Subject: 753551\n",
+      "Iter: 2 Subject: 905937\n",
+      "--------------------------------------------------\n",
+      "Subject: 1247873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906854\n",
+      "Iter: 2 Subject: 949160\n",
+      "Iter: 3 Subject: 905937\n",
+      "Iter: 3 Subject: 906854\n",
+      "Iter: 4 Subject: 905937\n",
+      "Iter: 3 Subject: 949160\n",
+      "--------------------------------------------------\n",
+      "Subject: 749716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1247873\n",
+      "Iter: 4 Subject: 906854\n",
+      "Iter: 4 Subject: 949160\n",
+      "--------------------------------------------------\n",
+      "Subject: 907056 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1247873\n",
+      "Iter: 5 Subject: 949160\n",
+      "Iter: 1 Subject: 749716\n",
+      "--------------------------------------------------\n",
+      "Subject: 907067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1247873\n",
+      "Iter: 2 Subject: 749716\n",
+      "Iter: 1 Subject: 907056\n",
+      "Iter: 4 Subject: 1247873\n",
+      "Iter: 3 Subject: 749716\n",
+      "Iter: 2 Subject: 907056\n",
+      "--------------------------------------------------\n",
+      "Subject: 753555 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907056\n",
+      "--------------------------------------------------\n",
+      "Subject: 910916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907067\n",
+      "Iter: 1 Subject: 906791\n",
+      "Iter: 2 Subject: 906791\n",
+      "Iter: 2 Subject: 907067Iter: 3 Subject: 906791\n",
+      "\n",
+      "Iter: 4 Subject: 906791\n",
+      "Iter: 3 Subject: 907067\n",
+      "Iter: 1 Subject: 910916\n",
+      "--------------------------------------------------\n",
+      "Subject: 910568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907067\n",
+      "Iter: 2 Subject: 910916\n",
+      "Iter: 5 Subject: 907067\n",
+      "Iter: 3 Subject: 910916\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910568\n",
+      "Iter: 4 Subject: 910916\n",
+      "Iter: 1 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 949168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910568\n",
+      "Iter: 3 Subject: 910568\n",
+      "Iter: 4 Subject: 910568\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753555\n",
+      "Iter: 1 Subject: 1297446\n",
+      "Iter: 2 Subject: 1297446\n",
+      "Iter: 1 Subject: 1503369\n",
+      "Iter: 3 Subject: 753555\n",
+      "Iter: 3 Subject: 1297446\n",
+      "Iter: 2 Subject: 1503369\n",
+      "Iter: 4 Subject: 1297446\n",
+      "Iter: 4 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 907048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503369\n",
+      "Iter: 4 Subject: 1503369\n",
+      "Iter: 5 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240140 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949168\n",
+      "Iter: 1 Subject: 907048\n",
+      "Iter: 2 Subject: 907048\n",
+      "Iter: 6 Subject: 753555\n",
+      "--------------------------------------------------\n",
+      "Subject: 907046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907048\n",
+      "Iter: 4 Subject: 907048\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949168\n",
+      "Iter: 1 Subject: 1240142\n",
+      "Iter: 2 Subject: 1240142\n",
+      "Iter: 1 Subject: 1240140\n",
+      "Iter: 3 Subject: 1240142\n",
+      "Iter: 4 Subject: 1240142\n",
+      "--------------------------------------------------\n",
+      "Subject: 907289 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949168\n",
+      "Iter: 2 Subject: 1240140\n",
+      "Iter: 1 Subject: 907046\n",
+      "Iter: 3 Subject: 1240140Iter: 1 Subject: 907289\n",
+      "\n",
+      "Iter: 4 Subject: 949168\n",
+      "Iter: 4 Subject: 1240140\n",
+      "Iter: 2 Subject: 907289\n",
+      "Iter: 2 Subject: 907046\n",
+      "Iter: 5 Subject: 1240140\n",
+      "Iter: 5 Subject: 949168\n",
+      "Iter: 3 Subject: 907289\n",
+      "Iter: 4 Subject: 907289\n",
+      "Iter: 6 Subject: 1240140\n",
+      "Iter: 3 Subject: 907046\n",
+      "Iter: 5 Subject: 907289\n",
+      "--------------------------------------------------\n",
+      "Subject: 906846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 6 Subject: 949168\n",
+      "--------------------------------------------------\n",
+      "Subject: 910944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907046\n",
+      "Iter: 5 Subject: 907046\n",
+      "Iter: 1 Subject: 906846\n",
+      "--------------------------------------------------\n",
+      "Subject: 949088 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910944\n",
+      "Iter: 2 Subject: 906846\n",
+      "Iter: 2 Subject: 910944\n",
+      "Iter: 3 Subject: 906846\n",
+      "Iter: 1 Subject: 949088\n",
+      "--------------------------------------------------\n",
+      "Subject: 906842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910944\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503366 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 949088\n",
+      "Iter: 3 Subject: 949088\n",
+      "Iter: 1 Subject: 906842\n",
+      "Iter: 1 Subject: 1240121\n",
+      "Iter: 4 Subject: 949088\n",
+      "Iter: 1 Subject: 1503366\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906842\n",
+      "Iter: 3 Subject: 906842\n",
+      "Iter: 2 Subject: 1503366\n",
+      "Iter: 4 Subject: 906842\n",
+      "--------------------------------------------------\n",
+      "Subject: 907047 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240121\n",
+      "Iter: 1 Subject: 1240152\n",
+      "Iter: 3 Subject: 1503366\n",
+      "Iter: 4 Subject: 1503366\n",
+      "Iter: 2 Subject: 1240152\n",
+      "Iter: 5 Subject: 1503366\n",
+      "Iter: 3 Subject: 1240121\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240152\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907047\n",
+      "Iter: 4 Subject: 1240152\n",
+      "--------------------------------------------------\n",
+      "Subject: 907071 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907047\n",
+      "Iter: 1 Subject: 1290905\n",
+      "Iter: 3 Subject: 907047\n",
+      "Iter: 2 Subject: 1290905\n",
+      "Iter: 1 Subject: 1240150\n",
+      "--------------------------------------------------\n",
+      "Subject: 907068 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290905\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240183 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907071\n",
+      "Iter: 2 Subject: 1240150\n",
+      "Iter: 2 Subject: 907071\n",
+      "Iter: 3 Subject: 1240150\n",
+      "Iter: 1 Subject: 1240183\n",
+      "Iter: 3 Subject: 907071\n",
+      "Iter: 4 Subject: 1240150\n",
+      "Iter: 2 Subject: 1240183\n",
+      "Iter: 4 Subject: 907071--------------------------------------------------\n",
+      "Subject: 687820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 687815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240183\n",
+      "Iter: 4 Subject: 1240183\n",
+      "--------------------------------------------------\n",
+      "Subject: 753605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687815\n",
+      "Iter: 1 Subject: 687820\n",
+      "Iter: 2 Subject: 907068\n",
+      "Iter: 2 Subject: 687815\n",
+      "Iter: 1 Subject: 753605\n",
+      "Iter: 2 Subject: 687820\n",
+      "Iter: 3 Subject: 687815\n",
+      "Iter: 3 Subject: 687820\n",
+      "Iter: 4 Subject: 687815Iter: 2 Subject: 753605\n",
+      "\n",
+      "Iter: 3 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 925341 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753605\n",
+      "--------------------------------------------------\n",
+      "Subject: 908444 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907068\n",
+      "Iter: 5 Subject: 907068\n",
+      "Iter: 1 Subject: 908444\n",
+      "Iter: 1 Subject: 925341\n",
+      "Iter: 2 Subject: 908444\n",
+      "Iter: 6 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 949174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908444\n",
+      "Iter: 2 Subject: 925341\n",
+      "Iter: 4 Subject: 908444\n",
+      "--------------------------------------------------\n",
+      "Subject: 908449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925341\n",
+      "Iter: 4 Subject: 925341\n",
+      "Iter: 1 Subject: 949174\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949174\n",
+      "Iter: 1 Subject: 908455\n",
+      "Iter: 3 Subject: 949174\n",
+      "--------------------------------------------------\n",
+      "Subject: 908473 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908449\n",
+      "Iter: 2 Subject: 908449\n",
+      "Iter: 3 Subject: 908449\n",
+      "Iter: 2 Subject: 908455\n",
+      "Iter: 4 Subject: 908449\n",
+      "--------------------------------------------------\n",
+      "Subject: 909749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330985\n",
+      "Iter: 3 Subject: 908455\n",
+      "--------------------------------------------------\n",
+      "Subject: 687800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908473\n",
+      "Iter: 1 Subject: 909749\n",
+      "Iter: 2 Subject: 1330985\n",
+      "Iter: 1 Subject: 687800\n",
+      "Iter: 2 Subject: 908473\n",
+      "Iter: 2 Subject: 909749\n",
+      "Iter: 2 Subject: 687800\n",
+      "Iter: 3 Subject: 1330985\n",
+      "Iter: 3 Subject: 908473\n",
+      "Iter: 3 Subject: 687800\n",
+      "Iter: 3 Subject: 909749\n",
+      "Iter: 4 Subject: 687800\n",
+      "Iter: 4 Subject: 908473\n",
+      "Iter: 4 Subject: 1330985\n",
+      "--------------------------------------------------\n",
+      "Subject: 687821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688011 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909749\n",
+      "--------------------------------------------------\n",
+      "Subject: 905967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 909749\n",
+      "Iter: 1 Subject: 905967\n",
+      "Iter: 6 Subject: 909749\n",
+      "Iter: 1 Subject: 688011\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905967\n",
+      "Iter: 3 Subject: 905967\n",
+      "Iter: 2 Subject: 688011\n",
+      "Iter: 4 Subject: 905967\n",
+      "Iter: 3 Subject: 688011\n",
+      "Iter: 1 Subject: 687821\n",
+      "--------------------------------------------------\n",
+      "Subject: 908446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331055\n",
+      "Iter: 4 Subject: 688011\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331055\n",
+      "Iter: 2 Subject: 687821\n",
+      "Iter: 1 Subject: 908446\n",
+      "Iter: 3 Subject: 1331055\n",
+      "Iter: 4 Subject: 1331055\n",
+      "Iter: 3 Subject: 687821\n",
+      "Iter: 2 Subject: 908446\n",
+      "Iter: 5 Subject: 1331055\n",
+      "--------------------------------------------------\n",
+      "Subject: 925342 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908446\n",
+      "Iter: 4 Subject: 687821\n",
+      "Iter: 1 Subject: 1330982\n",
+      "Iter: 4 Subject: 908446\n",
+      "Iter: 5 Subject: 687821\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330982\n",
+      "Iter: 3 Subject: 1330982\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330984\n",
+      "Iter: 1 Subject: 1480371\n",
+      "Iter: 1 Subject: 1240186\n",
+      "Iter: 2 Subject: 1330984\n",
+      "Iter: 2 Subject: 1480371\n",
+      "Iter: 3 Subject: 1330984\n",
+      "Iter: 2 Subject: 1240186\n",
+      "Iter: 3 Subject: 1480371\n",
+      "Iter: 4 Subject: 1330984\n",
+      "Iter: 4 Subject: 1480371--------------------------------------------------\n",
+      "Subject: 909711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 1240186\n",
+      "--------------------------------------------------\n",
+      "Subject: 687807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 1240186\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909711\n",
+      "Iter: 1 Subject: 925342\n",
+      "Iter: 1 Subject: 687807\n",
+      "Iter: 2 Subject: 909711\n",
+      "Iter: 2 Subject: 687807\n",
+      "Iter: 3 Subject: 687807\n",
+      "Iter: 3 Subject: 909711\n",
+      "Iter: 4 Subject: 687807\n",
+      "Iter: 4 Subject: 909711\n",
+      "Iter: 2 Subject: 925342\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240187\n",
+      "--------------------------------------------------\n",
+      "Subject: 722066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925342\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240192 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240187\n",
+      "Iter: 3 Subject: 1240187\n",
+      "Iter: 1 Subject: 1240192\n",
+      "Iter: 4 Subject: 1240187\n",
+      "Iter: 1 Subject: 722066\n",
+      "--------------------------------------------------\n",
+      "Subject: 908158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240192\n",
+      "Iter: 3 Subject: 1240192\n",
+      "Iter: 4 Subject: 1240192\n",
+      "Iter: 2 Subject: 722066\n",
+      "Iter: 1 Subject: 1240189\n",
+      "--------------------------------------------------\n",
+      "Subject: 949178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 722066\n",
+      "Iter: 1 Subject: 908158\n",
+      "Iter: 4 Subject: 722066\n",
+      "Iter: 1 Subject: 949178\n",
+      "Iter: 2 Subject: 1240189\n",
+      "Iter: 5 Subject: 722066\n",
+      "Iter: 2 Subject: 908158\n",
+      "Iter: 2 Subject: 949178\n",
+      "--------------------------------------------------\n",
+      "Subject: 908450 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240189\n",
+      "Iter: 3 Subject: 949178\n",
+      "Iter: 3 Subject: 908158\n",
+      "Iter: 4 Subject: 1240189\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503363 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949178\n",
+      "Iter: 4 Subject: 908158\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503363\n",
+      "Iter: 1 Subject: 909737\n",
+      "Iter: 1 Subject: 1330983\n",
+      "Iter: 2 Subject: 1503363\n",
+      "Iter: 2 Subject: 909737\n",
+      "Iter: 2 Subject: 1330983\n",
+      "Iter: 3 Subject: 1503363\n",
+      "Iter: 3 Subject: 909737\n",
+      "Iter: 3 Subject: 1330983\n",
+      "Iter: 4 Subject: 1503363\n",
+      "Iter: 4 Subject: 909737\n",
+      "Iter: 4 Subject: 1330983\n",
+      "--------------------------------------------------\n",
+      "Subject: 908474 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688018 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 909737\n",
+      "--------------------------------------------------\n",
+      "Subject: 688013 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688018\n",
+      "Iter: 1 Subject: 908474\n",
+      "Iter: 1 Subject: 908450\n",
+      "Iter: 2 Subject: 688018\n",
+      "Iter: 1 Subject: 688013\n",
+      "Iter: 2 Subject: 908474\n",
+      "Iter: 3 Subject: 688018\n",
+      "--------------------------------------------------\n",
+      "Subject: 724874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908474\n",
+      "Iter: 2 Subject: 688013\n",
+      "Iter: 4 Subject: 908474\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240190 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724874\n",
+      "Iter: 3 Subject: 688013\n",
+      "Iter: 4 Subject: 688013\n",
+      "Iter: 2 Subject: 908450\n",
+      "Iter: 2 Subject: 724874\n",
+      "Iter: 1 Subject: 1240190\n",
+      "--------------------------------------------------\n",
+      "Subject: 908457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724874\n",
+      "Iter: 2 Subject: 1240190\n",
+      "Iter: 4 Subject: 724874\n",
+      "Iter: 3 Subject: 908450\n",
+      "Iter: 3 Subject: 1240190\n",
+      "--------------------------------------------------\n",
+      "Subject: 908445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908457\n",
+      "Iter: 4 Subject: 1240190\n",
+      "Iter: 4 Subject: 908450\n",
+      "--------------------------------------------------\n",
+      "Subject: 1509074 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908457\n",
+      "--------------------------------------------------\n",
+      "Subject: 910849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908457\n",
+      "Iter: 4 Subject: 908457\n",
+      "Iter: 1 Subject: 908445\n",
+      "--------------------------------------------------\n",
+      "Subject: 905990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1509074\n",
+      "Iter: 1 Subject: 910849\n",
+      "Iter: 2 Subject: 908445\n",
+      "Iter: 2 Subject: 1509074\n",
+      "Iter: 2 Subject: 910849\n",
+      "Iter: 1 Subject: 905990\n",
+      "Iter: 3 Subject: 908445\n",
+      "Iter: 3 Subject: 910849\n",
+      "Iter: 3 Subject: 1509074\n",
+      "Iter: 2 Subject: 905990\n",
+      "Iter: 4 Subject: 908445\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1509074\n",
+      "--------------------------------------------------\n",
+      "Subject: 905979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905990\n",
+      "--------------------------------------------------\n",
+      "Subject: 910701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687802\n",
+      "Iter: 1 Subject: 1503362\n",
+      "Iter: 2 Subject: 687802\n",
+      "Iter: 1 Subject: 910701\n",
+      "Iter: 1 Subject: 905979\n",
+      "Iter: 3 Subject: 687802\n",
+      "Iter: 2 Subject: 1503362\n",
+      "Iter: 2 Subject: 905979\n",
+      "Iter: 4 Subject: 687802\n",
+      "Iter: 2 Subject: 910701\n",
+      "Iter: 3 Subject: 1503362\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905979\n",
+      "Iter: 3 Subject: 910701\n",
+      "Iter: 4 Subject: 1503362\n",
+      "Iter: 4 Subject: 905979\n",
+      "--------------------------------------------------\n",
+      "Subject: 908443 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910701\n",
+      "--------------------------------------------------\n",
+      "Subject: 724825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298356\n",
+      "Iter: 1 Subject: 908443\n",
+      "Iter: 2 Subject: 908443\n",
+      "Iter: 2 Subject: 1298356\n",
+      "Iter: 3 Subject: 908443\n",
+      "Iter: 3 Subject: 1298356Iter: 4 Subject: 908443\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298356\n",
+      "Iter: 5 Subject: 1298356\n",
+      "Iter: 1 Subject: 688025\n",
+      "Iter: 1 Subject: 724825\n",
+      "--------------------------------------------------\n",
+      "Subject: 908448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908159\n",
+      "Iter: 2 Subject: 688025\n",
+      "Iter: 2 Subject: 908159\n",
+      "Iter: 1 Subject: 908448\n",
+      "Iter: 3 Subject: 908159\n",
+      "Iter: 3 Subject: 688025\n",
+      "--------------------------------------------------\n",
+      "Subject: 949177 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724825\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 905933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908448\n",
+      "Iter: 3 Subject: 908448\n",
+      "--------------------------------------------------\n",
+      "Subject: 688006 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905933\n",
+      "Iter: 3 Subject: 724825\n",
+      "Iter: 1 Subject: 949177\n",
+      "Iter: 4 Subject: 724825\n",
+      "Iter: 2 Subject: 905933\n",
+      "Iter: 2 Subject: 949177\n",
+      "Iter: 3 Subject: 905933Iter: 1 Subject: 688006\n",
+      "\n",
+      "Iter: 5 Subject: 724825\n",
+      "Iter: 3 Subject: 949177\n",
+      "Iter: 4 Subject: 905933\n",
+      "--------------------------------------------------\n",
+      "Subject: 909746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688006\n",
+      "Iter: 5 Subject: 905933\n",
+      "Iter: 4 Subject: 949177\n",
+      "--------------------------------------------------\n",
+      "Subject: 909740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 688006\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298352 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298352\n",
+      "Iter: 1 Subject: 909746\n",
+      "Iter: 1 Subject: 909740\n",
+      "Iter: 2 Subject: 1298352\n",
+      "Iter: 2 Subject: 909740Iter: 3 Subject: 1298352\n",
+      "\n",
+      "Iter: 2 Subject: 909746\n",
+      "Iter: 1 Subject: 687812\n",
+      "Iter: 4 Subject: 1298352\n",
+      "Iter: 3 Subject: 909740\n",
+      "Iter: 3 Subject: 909746\n",
+      "--------------------------------------------------\n",
+      "Subject: 688022 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687812\n",
+      "Iter: 4 Subject: 909740\n",
+      "Iter: 4 Subject: 909746\n",
+      "--------------------------------------------------\n",
+      "Subject: 688026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 909746\n",
+      "Iter: 3 Subject: 687812\n",
+      "Iter: 1 Subject: 688022\n",
+      "--------------------------------------------------\n",
+      "Subject: 688027 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687812\n",
+      "Iter: 2 Subject: 688022\n",
+      "Iter: 5 Subject: 687812\n",
+      "Iter: 3 Subject: 688022\n",
+      "Iter: 1 Subject: 688026\n",
+      "--------------------------------------------------\n",
+      "Subject: 949171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908451 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688027\n",
+      "Iter: 2 Subject: 688026\n",
+      "Iter: 2 Subject: 688027\n",
+      "Iter: 1 Subject: 949171\n",
+      "Iter: 3 Subject: 688026\n",
+      "Iter: 4 Subject: 688026\n",
+      "Iter: 2 Subject: 949171\n",
+      "Iter: 3 Subject: 688027\n",
+      "--------------------------------------------------\n",
+      "Subject: 949175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 688027\n",
+      "Iter: 3 Subject: 949171\n",
+      "Iter: 1 Subject: 908451\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949171\n",
+      "Iter: 2 Subject: 908451\n",
+      "Iter: 5 Subject: 949171\n",
+      "Iter: 3 Subject: 908451\n",
+      "--------------------------------------------------\n",
+      "Subject: 909748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949175\n",
+      "--------------------------------------------------\n",
+      "Subject: 909744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949175\n",
+      "Iter: 1 Subject: 1298358\n",
+      "Iter: 1 Subject: 909748\n",
+      "Iter: 3 Subject: 949175\n",
+      "Iter: 1 Subject: 909744\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240217 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298358\n",
+      "Iter: 2 Subject: 909748\n",
+      "Iter: 2 Subject: 909744\n",
+      "Iter: 3 Subject: 1298358\n",
+      "Iter: 3 Subject: 909748\n",
+      "Iter: 3 Subject: 909744\n",
+      "Iter: 4 Subject: 1298358\n",
+      "Iter: 4 Subject: 909748\n",
+      "Iter: 1 Subject: 1240217\n",
+      "--------------------------------------------------\n",
+      "Subject: 687814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 687819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908482 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240217\n",
+      "Iter: 1 Subject: 687819\n",
+      "Iter: 1 Subject: 687814Iter: 1 Subject: 908482\n",
+      "\n",
+      "Iter: 3 Subject: 1240217\n",
+      "Iter: 4 Subject: 1240217\n",
+      "Iter: 2 Subject: 687819\n",
+      "Iter: 2 Subject: 687814\n",
+      "Iter: 2 Subject: 908482\n",
+      "--------------------------------------------------\n",
+      "Subject: 908459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687819\n",
+      "Iter: 3 Subject: 687814\n",
+      "Iter: 3 Subject: 908482\n",
+      "Iter: 4 Subject: 687819--------------------------------------------------\n",
+      "Subject: 688031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 908482\n",
+      "Iter: 1 Subject: 908459\n",
+      "Iter: 5 Subject: 687819\n",
+      "--------------------------------------------------\n",
+      "Subject: 949172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688031\n",
+      "Iter: 2 Subject: 908459\n",
+      "Iter: 3 Subject: 908459\n",
+      "Iter: 2 Subject: 688031\n",
+      "Iter: 4 Subject: 908459\n",
+      "Iter: 3 Subject: 688031\n",
+      "Iter: 1 Subject: 949172\n",
+      "--------------------------------------------------\n",
+      "Subject: 949176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 908459\n",
+      "Iter: 1 Subject: 908447\n",
+      "--------------------------------------------------\n",
+      "Subject: 910930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949172\n",
+      "Iter: 2 Subject: 908447\n",
+      "Iter: 3 Subject: 949172\n",
+      "Iter: 3 Subject: 908447\n",
+      "Iter: 4 Subject: 949172\n",
+      "Iter: 4 Subject: 908447\n",
+      "Iter: 1 Subject: 910930\n",
+      "Iter: 5 Subject: 949172\n",
+      "--------------------------------------------------\n",
+      "Subject: 909751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910930\n",
+      "Iter: 1 Subject: 909751\n",
+      "Iter: 3 Subject: 910930\n",
+      "Iter: 4 Subject: 910930\n",
+      "Iter: 2 Subject: 909751\n",
+      "--------------------------------------------------\n",
+      "Subject: 905986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331035\n",
+      "Iter: 3 Subject: 909751\n",
+      "Iter: 1 Subject: 949176\n",
+      "Iter: 2 Subject: 1331035\n",
+      "--------------------------------------------------\n",
+      "Subject: 905942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905986\n",
+      "Iter: 2 Subject: 905986\n",
+      "Iter: 2 Subject: 949176\n",
+      "Iter: 3 Subject: 905986\n",
+      "Iter: 1 Subject: 905944\n",
+      "Iter: 4 Subject: 905986\n",
+      "Iter: 1 Subject: 905942\n",
+      "--------------------------------------------------\n",
+      "Subject: 753607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905944\n",
+      "Iter: 3 Subject: 949176\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 1240191 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905944\n",
+      "Iter: 2 Subject: 905942\n",
+      "Iter: 4 Subject: 905944\n",
+      "Iter: 1 Subject: 753607\n",
+      "--------------------------------------------------\n",
+      "Subject: 908440 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753607\n",
+      "Iter: 3 Subject: 905942\n",
+      "Iter: 3 Subject: 753607\n",
+      "Iter: 4 Subject: 753607\n",
+      "--------------------------------------------------\n",
+      "Subject: 908452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905942\n",
+      "Iter: 1 Subject: 908440\n",
+      "Iter: 1 Subject: 1240191\n",
+      "Iter: 5 Subject: 905942\n",
+      "Iter: 1 Subject: 908452\n",
+      "--------------------------------------------------\n",
+      "Subject: 908454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908440\n",
+      "Iter: 2 Subject: 908452\n",
+      "Iter: 2 Subject: 1240191\n",
+      "Iter: 3 Subject: 908440\n",
+      "Iter: 1 Subject: 908454\n",
+      "Iter: 4 Subject: 908440\n",
+      "Iter: 3 Subject: 908452\n",
+      "Iter: 3 Subject: 1240191\n",
+      "--------------------------------------------------\n",
+      "Subject: 910904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908452\n",
+      "Iter: 2 Subject: 908454\n",
+      "--------------------------------------------------\n",
+      "Subject: 924244 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240191\n",
+      "Iter: 3 Subject: 908454\n",
+      "--------------------------------------------------\n",
+      "Subject: 909759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910904\n",
+      "Iter: 4 Subject: 908454\n",
+      "--------------------------------------------------\n",
+      "Subject: 909712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910904\n",
+      "Iter: 1 Subject: 909759\n",
+      "Iter: 1 Subject: 924244\n",
+      "Iter: 3 Subject: 910904\n",
+      "Iter: 1 Subject: 909712\n",
+      "Iter: 2 Subject: 909759\n",
+      "Iter: 2 Subject: 924244\n",
+      "Iter: 4 Subject: 910904\n",
+      "Iter: 3 Subject: 909759\n",
+      "Iter: 2 Subject: 909712\n",
+      "Iter: 5 Subject: 910904\n",
+      "Iter: 3 Subject: 924244\n",
+      "Iter: 4 Subject: 909759\n",
+      "--------------------------------------------------\n",
+      "Subject: 910566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909712\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240181 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909712\n",
+      "Iter: 4 Subject: 924244\n",
+      "--------------------------------------------------\n",
+      "Subject: 688014 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924241 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688014\n",
+      "Iter: 1 Subject: 1240181\n",
+      "Iter: 1 Subject: 924241\n",
+      "Iter: 2 Subject: 688014\n",
+      "Iter: 1 Subject: 910566\n",
+      "Iter: 3 Subject: 688014\n",
+      "Iter: 2 Subject: 1240181\n",
+      "Iter: 2 Subject: 924241\n",
+      "Iter: 4 Subject: 688014\n",
+      "--------------------------------------------------\n",
+      "Subject: 906823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910566\n",
+      "Iter: 3 Subject: 924241\n",
+      "Iter: 3 Subject: 1240181\n",
+      "Iter: 3 Subject: 910566\n",
+      "Iter: 4 Subject: 1240181\n",
+      "Iter: 4 Subject: 924241\n",
+      "Iter: 4 Subject: 910566\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322213 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1240181\n",
+      "--------------------------------------------------\n",
+      "Subject: 905955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1322213\n",
+      "Iter: 1 Subject: 1479994\n",
+      "Iter: 2 Subject: 1479994\n",
+      "Iter: 2 Subject: 1322213\n",
+      "Iter: 1 Subject: 905955\n",
+      "Iter: 3 Subject: 1322213\n",
+      "Iter: 3 Subject: 1479994\n",
+      "Iter: 4 Subject: 1322213\n",
+      "Iter: 1 Subject: 906823\n",
+      "Iter: 4 Subject: 1479994\n",
+      "--------------------------------------------------\n",
+      "Subject: 905957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1479994\n",
+      "Iter: 2 Subject: 905955\n",
+      "--------------------------------------------------\n",
+      "Subject: 713869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905955\n",
+      "Iter: 2 Subject: 906823\n",
+      "Iter: 1 Subject: 905957\n",
+      "Iter: 1 Subject: 713869\n",
+      "Iter: 3 Subject: 906823\n",
+      "Iter: 4 Subject: 905955\n",
+      "Iter: 2 Subject: 905957\n",
+      "Iter: 2 Subject: 713869\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906823\n",
+      "Iter: 3 Subject: 713869\n",
+      "--------------------------------------------------\n",
+      "Subject: 910706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905957\n",
+      "Iter: 4 Subject: 713869\n",
+      "Iter: 4 Subject: 905957\n",
+      "Iter: 5 Subject: 713869\n",
+      "Iter: 5 Subject: 905957\n",
+      "Iter: 1 Subject: 1480364\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1322212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1480374 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910706\n",
+      "Iter: 2 Subject: 1480364\n",
+      "Iter: 2 Subject: 910706\n",
+      "Iter: 3 Subject: 910706\n",
+      "Iter: 3 Subject: 1480364\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1322212\n",
+      "Iter: 4 Subject: 1480364\n",
+      "Iter: 1 Subject: 1480374\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1322212\n",
+      "Iter: 2 Subject: 1480374\n",
+      "Iter: 3 Subject: 1322212\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480374\n",
+      "Iter: 1 Subject: 1330964\n",
+      "Iter: 1 Subject: 1297449\n",
+      "Iter: 4 Subject: 1480374\n",
+      "Iter: 1 Subject: 1330975\n",
+      "Iter: 2 Subject: 1330964\n",
+      "--------------------------------------------------\n",
+      "Subject: 907273 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297449\n",
+      "Iter: 2 Subject: 1330975\n",
+      "Iter: 3 Subject: 1330964\n",
+      "Iter: 3 Subject: 1297449\n",
+      "Iter: 4 Subject: 1297449\n",
+      "Iter: 4 Subject: 1330964\n",
+      "Iter: 3 Subject: 1330975\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1330975\n",
+      "Iter: 1 Subject: 907273\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907273\n",
+      "Iter: 3 Subject: 907273\n",
+      "Iter: 1 Subject: 687787\n",
+      "Iter: 1 Subject: 1298353\n",
+      "Iter: 4 Subject: 907273\n",
+      "Iter: 1 Subject: 1479991\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298353\n",
+      "Iter: 2 Subject: 1479991\n",
+      "Iter: 2 Subject: 687787\n",
+      "Iter: 3 Subject: 1298353\n",
+      "Iter: 3 Subject: 1479991\n",
+      "Iter: 3 Subject: 687787\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1298355\n",
+      "Iter: 4 Subject: 1298353\n",
+      "Iter: 4 Subject: 687787\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1479991\n",
+      "Iter: 5 Subject: 1298353\n",
+      "Iter: 2 Subject: 1298355\n",
+      "Iter: 5 Subject: 1479991\n",
+      "--------------------------------------------------\n",
+      "Subject: 724839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298355\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298355\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503364\n",
+      "Iter: 2 Subject: 1503364\n",
+      "Iter: 1 Subject: 1298357\n",
+      "Iter: 1 Subject: 724839\n",
+      "Iter: 3 Subject: 1503364\n",
+      "Iter: 4 Subject: 1503364\n",
+      "Iter: 2 Subject: 1298357\n",
+      "Iter: 2 Subject: 724839\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298357\n",
+      "Iter: 3 Subject: 724839\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298357\n",
+      "Iter: 5 Subject: 1298357Iter: 1 Subject: 1240144\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331026\n",
+      "Iter: 1 Subject: 1331025\n",
+      "Iter: 2 Subject: 1331026\n",
+      "Iter: 2 Subject: 1240144\n",
+      "Iter: 3 Subject: 1331026\n",
+      "Iter: 2 Subject: 1331025\n",
+      "Iter: 1 Subject: 1290767\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240144\n",
+      "Iter: 3 Subject: 1331025\n",
+      "Iter: 4 Subject: 1331025\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290767\n",
+      "Iter: 4 Subject: 1240144\n",
+      "Iter: 1 Subject: 1503368\n",
+      "Iter: 3 Subject: 1290767\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290767\n",
+      "Iter: 2 Subject: 1503368\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240193 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503368\n",
+      "Iter: 1 Subject: 1298150\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298150\n",
+      "Iter: 1 Subject: 1240193\n",
+      "Iter: 3 Subject: 1298150\n",
+      "Iter: 4 Subject: 1298150\n",
+      "Iter: 2 Subject: 1240193\n",
+      "--------------------------------------------------\n",
+      "Subject: 907791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240193Iter: 1 Subject: 1240125\n",
+      "\n",
+      "Iter: 1 Subject: 1330950\n",
+      "Iter: 4 Subject: 1240193\n",
+      "Iter: 5 Subject: 1240193\n",
+      "Iter: 2 Subject: 1240125\n",
+      "--------------------------------------------------\n",
+      "Subject: 908483 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330950\n",
+      "Iter: 3 Subject: 1240125\n",
+      "Iter: 3 Subject: 1330950\n",
+      "Iter: 1 Subject: 907791\n",
+      "Iter: 4 Subject: 1330950\n",
+      "Iter: 4 Subject: 1240125\n",
+      "--------------------------------------------------\n",
+      "Subject: 910942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908483\n",
+      "Iter: 2 Subject: 907791\n",
+      "Iter: 2 Subject: 908483\n",
+      "Iter: 3 Subject: 907791\n",
+      "Iter: 3 Subject: 908483\n",
+      "Iter: 1 Subject: 1303912\n",
+      "Iter: 4 Subject: 908483\n",
+      "Iter: 4 Subject: 907791\n",
+      "Iter: 1 Subject: 910942\n",
+      "--------------------------------------------------\n",
+      "Subject: 909702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 908483\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298351 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1303912\n",
+      "Iter: 2 Subject: 910942\n",
+      "Iter: 3 Subject: 1303912\n",
+      "Iter: 3 Subject: 910942\n",
+      "--------------------------------------------------\n",
+      "Subject: 753579 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1303912\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298351\n",
+      "Iter: 2 Subject: 1298351\n",
+      "Iter: 1 Subject: 1479993\n",
+      "Iter: 1 Subject: 909702\n",
+      "Iter: 3 Subject: 1298351\n",
+      "Iter: 2 Subject: 1479993\n",
+      "Iter: 4 Subject: 1298351\n",
+      "Iter: 2 Subject: 909702\n",
+      "Iter: 3 Subject: 1479993\n",
+      "--------------------------------------------------\n",
+      "Subject: 909774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1479993\n",
+      "Iter: 3 Subject: 909702\n",
+      "Iter: 1 Subject: 753579\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331039 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909702\n",
+      "--------------------------------------------------\n",
+      "Subject: 909718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753579\n",
+      "Iter: 1 Subject: 909718\n",
+      "Iter: 3 Subject: 753579\n",
+      "Iter: 2 Subject: 909718\n",
+      "Iter: 1 Subject: 1331039\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909718\n",
+      "Iter: 4 Subject: 909718\n",
+      "Iter: 5 Subject: 909718\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331039\n",
+      "Iter: 1 Subject: 909774\n",
+      "Iter: 3 Subject: 1331039\n",
+      "Iter: 4 Subject: 1331039\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909774\n",
+      "Iter: 1 Subject: 1297447\n",
+      "Iter: 3 Subject: 909774\n",
+      "Iter: 1 Subject: 1480359\n",
+      "--------------------------------------------------\n",
+      "Subject: 949090 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240124\n",
+      "Iter: 2 Subject: 1480359\n",
+      "Iter: 3 Subject: 1480359\n",
+      "Iter: 2 Subject: 1297447\n",
+      "Iter: 1 Subject: 949090\n",
+      "Iter: 4 Subject: 1480359\n",
+      "Iter: 2 Subject: 1240124\n",
+      "--------------------------------------------------\n",
+      "Subject: 11223344 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1297447\n",
+      "Iter: 2 Subject: 949090\n",
+      "Iter: 4 Subject: 1297447\n",
+      "Iter: 3 Subject: 949090\n",
+      "Iter: 3 Subject: 1240124\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240182 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949090\n",
+      "Iter: 1 Subject: 11223344\n",
+      "Iter: 4 Subject: 1240124\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 11223344\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1240182\n",
+      "Iter: 3 Subject: 11223344\n",
+      "Iter: 4 Subject: 11223344\n",
+      "Iter: 2 Subject: 1240182\n",
+      "Iter: 5 Subject: 11223344\n",
+      "Iter: 3 Subject: 1240182\n",
+      "Iter: 1 Subject: 749710\n",
+      "--------------------------------------------------\n",
+      "Subject: 908144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298146\n",
+      "Iter: 4 Subject: 1240182\n",
+      "Iter: 5 Subject: 1240182\n",
+      "Iter: 2 Subject: 749710\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298146\n",
+      "Iter: 3 Subject: 749710\n",
+      "Iter: 1 Subject: 908144\n",
+      "Iter: 3 Subject: 1298146\n",
+      "Iter: 4 Subject: 749710\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1480361\n",
+      "Iter: 2 Subject: 908144\n",
+      "Iter: 5 Subject: 749710\n",
+      "Iter: 3 Subject: 908144\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1480361\n",
+      "--------------------------------------------------\n",
+      "Subject: 687980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480361\n",
+      "Iter: 1 Subject: 1290724\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290724\n",
+      "Iter: 1 Subject: 1330945\n",
+      "Iter: 1 Subject: 1298347\n",
+      "Iter: 3 Subject: 1290724\n",
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+      "Iter: 5 Subject: 1290724\n",
+      "Iter: 3 Subject: 1330945\n",
+      "Iter: 2 Subject: 1298347\n",
+      "--------------------------------------------------\n",
+      "Subject: 688001 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298347\n",
+      "--------------------------------------------------\n",
+      "Subject: 908142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687980\n",
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+      "Iter: 2 Subject: 688001\n",
+      "Iter: 1 Subject: 908142\n",
+      "Iter: 3 Subject: 688001\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910937\n",
+      "Iter: 2 Subject: 687980\n",
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+      "Iter: 3 Subject: 908142\n",
+      "Iter: 3 Subject: 910937\n",
+      "Iter: 3 Subject: 687980\n",
+      "--------------------------------------------------\n",
+      "Subject: 753581 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910937\n",
+      "--------------------------------------------------\n",
+      "Subject: 908123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687980\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331037 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908123\n",
+      "Iter: 1 Subject: 1240147\n",
+      "Iter: 1 Subject: 753581\n",
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+      "Iter: 1 Subject: 1331037\n",
+      "Iter: 4 Subject: 908123\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298537 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753581\n",
+      "Iter: 2 Subject: 1240147\n",
+      "Iter: 2 Subject: 1331037\n",
+      "Iter: 3 Subject: 753581\n",
+      "Iter: 3 Subject: 1331037\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297439 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240147\n",
+      "Iter: 4 Subject: 753581\n",
+      "--------------------------------------------------\n",
+      "Subject: 908132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240147\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297438 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1297439\n",
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+      "Iter: 4 Subject: 1297439\n",
+      "Iter: 2 Subject: 908132\n",
+      "Iter: 3 Subject: 1297438\n",
+      "--------------------------------------------------\n",
+      "Subject: 924240 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908132\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298537\n",
+      "Iter: 4 Subject: 908132\n",
+      "--------------------------------------------------\n",
+      "Subject: 1323913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924240\n",
+      "Iter: 4 Subject: 1298537\n",
+      "Iter: 5 Subject: 1298537\n",
+      "Iter: 2 Subject: 924240\n",
+      "Iter: 1 Subject: 1480358\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924240\n",
+      "Iter: 1 Subject: 1323913\n",
+      "Iter: 2 Subject: 1480358\n",
+      "Iter: 4 Subject: 924240\n",
+      "--------------------------------------------------\n",
+      "Subject: 998179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480358\n",
+      "Iter: 2 Subject: 1323913\n",
+      "Iter: 4 Subject: 1480358\n",
+      "Iter: 1 Subject: 998179Iter: 5 Subject: 1480358\n",
+      "\n",
+      "Iter: 3 Subject: 1323913\n",
+      "--------------------------------------------------Iter: 1 Subject: 1479992\n",
+      "\n",
+      "Subject: 1331060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 998179\n",
+      "Iter: 3 Subject: 998179\n",
+      "Iter: 2 Subject: 1479992\n",
+      "Iter: 4 Subject: 998179\n",
+      "Iter: 1 Subject: 1480360\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479992\n",
+      "Iter: 2 Subject: 1480360\n",
+      "Iter: 4 Subject: 1479992\n",
+      "Iter: 1 Subject: 1331060\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480360\n",
+      "Iter: 1 Subject: 1290725\n",
+      "Iter: 4 Subject: 1480360\n",
+      "Iter: 1 Subject: 1330941\n",
+      "Iter: 2 Subject: 1331060\n",
+      "Iter: 5 Subject: 1480360\n",
+      "Iter: 2 Subject: 1290725\n",
+      "--------------------------------------------------\n",
+      "Subject: 908133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330941\n",
+      "Iter: 3 Subject: 1331060\n",
+      "Iter: 3 Subject: 1290725\n",
+      "Iter: 3 Subject: 1330941\n",
+      "Iter: 4 Subject: 1290725\n",
+      "Iter: 4 Subject: 1331060\n",
+      "Iter: 4 Subject: 1330941\n",
+      "Iter: 5 Subject: 1290725\n",
+      "--------------------------------------------------\n",
+      "Subject: 683665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908133\n",
+      "--------------------------------------------------\n",
+      "Subject: 910780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908469 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 683665\n",
+      "Iter: 2 Subject: 908133\n",
+      "Iter: 3 Subject: 908133\n",
+      "Iter: 2 Subject: 683665\n",
+      "Iter: 1 Subject: 908469\n",
+      "--------------------------------------------------\n",
+      "Subject: 753539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 683665\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908469\n",
+      "Iter: 3 Subject: 908469\n",
+      "Iter: 1 Subject: 910780\n",
+      "Iter: 1 Subject: 753539\n",
+      "--------------------------------------------------\n",
+      "Subject: 946358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753539\n",
+      "Iter: 2 Subject: 910780\n",
+      "Iter: 1 Subject: 1479995\n",
+      "Iter: 3 Subject: 753539\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910780\n",
+      "Iter: 1 Subject: 946358\n",
+      "Iter: 2 Subject: 1479995\n",
+      "Iter: 4 Subject: 910780\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331028 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479995\n",
+      "Iter: 2 Subject: 946358\n",
+      "Iter: 1 Subject: 1503365\n",
+      "Iter: 4 Subject: 1479995\n",
+      "Iter: 3 Subject: 946358\n",
+      "--------------------------------------------------\n",
+      "Subject: 910910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 946358\n",
+      "Iter: 2 Subject: 1503365\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331028\n",
+      "Iter: 3 Subject: 1503365\n",
+      "Iter: 2 Subject: 1331028\n",
+      "Iter: 4 Subject: 1503365\n",
+      "Iter: 1 Subject: 1660035\n",
+      "--------------------------------------------------\n",
+      "Subject: 909715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331028\n",
+      "Iter: 2 Subject: 1660035\n",
+      "Iter: 1 Subject: 910910\n",
+      "Iter: 4 Subject: 1331028\n",
+      "--------------------------------------------------\n",
+      "Subject: 1295740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1660035\n",
+      "Iter: 4 Subject: 1660035\n",
+      "Iter: 2 Subject: 910910\n",
+      "--------------------------------------------------\n",
+      "Subject: 907281 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910910\n",
+      "Iter: 4 Subject: 910910\n",
+      "--------------------------------------------------\n",
+      "Subject: 906864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909715\n",
+      "Iter: 1 Subject: 1295740\n",
+      "Iter: 1 Subject: 907281\n",
+      "Iter: 2 Subject: 1295740\n",
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+      "Iter: 3 Subject: 1295740\n",
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+      "Iter: 1 Subject: 906864\n",
+      "Iter: 4 Subject: 1295740\n",
+      "Iter: 3 Subject: 907281\n",
+      "--------------------------------------------------\n",
+      "Subject: 909974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909715\n",
+      "Iter: 4 Subject: 907281\n",
+      "Iter: 2 Subject: 906864\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503362.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 925340 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906864\n",
+      "Iter: 4 Subject: 906864\n",
+      "Iter: 1 Subject: 925340\n",
+      "--------------------------------------------------\n",
+      "Subject: 924248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925340\n",
+      "Iter: 3 Subject: 925340\n",
+      "Iter: 1 Subject: 1503362.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909974\n",
+      "Iter: 2 Subject: 1503362.1\n",
+      "Iter: 1 Subject: 924248\n",
+      "Iter: 3 Subject: 1503362.1\n",
+      "Iter: 2 Subject: 924248\n",
+      "Iter: 1 Subject: 1659928\n",
+      "Iter: 4 Subject: 1503362.1\n",
+      "Iter: 2 Subject: 909974\n",
+      "--------------------------------------------------\n",
+      "Subject: 905985 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 924248\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659928\n",
+      "Iter: 3 Subject: 909974\n",
+      "Iter: 4 Subject: 924248\n",
+      "--------------------------------------------------\n",
+      "Subject: 910702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907318 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1659928\n",
+      "Iter: 4 Subject: 1659928\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905985\n",
+      "Iter: 1 Subject: 907318\n",
+      "Iter: 2 Subject: 907318\n",
+      "Iter: 2 Subject: 905985\n",
+      "Iter: 1 Subject: 1290795\n",
+      "Iter: 1 Subject: 910702\n",
+      "Iter: 3 Subject: 907318\n",
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+      "Iter: 2 Subject: 1290795\n",
+      "Iter: 4 Subject: 907318\n",
+      "Iter: 4 Subject: 905985\n",
+      "Iter: 2 Subject: 910702\n",
+      "Iter: 3 Subject: 1290795\n",
+      "--------------------------------------------------\n",
+      "Subject: 909262 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908461 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910702\n",
+      "Iter: 1 Subject: 908461\n",
+      "Iter: 1 Subject: 724870\n",
+      "Iter: 4 Subject: 910702\n",
+      "Iter: 1 Subject: 909262\n",
+      "Iter: 2 Subject: 724870\n",
+      "Iter: 5 Subject: 910702\n",
+      "Iter: 2 Subject: 908461\n",
+      "--------------------------------------------------\n",
+      "Subject: 946357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724870\n",
+      "Iter: 2 Subject: 909262\n",
+      "Iter: 3 Subject: 908461\n",
+      "Iter: 3 Subject: 909262\n",
+      "Iter: 4 Subject: 724870\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909262\n",
+      "Iter: 5 Subject: 724870\n",
+      "--------------------------------------------------\n",
+      "Subject: 910935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659929\n",
+      "Iter: 1 Subject: 946357\n",
+      "Iter: 2 Subject: 1659929\n",
+      "Iter: 1 Subject: 906695\n",
+      "Iter: 3 Subject: 1659929\n",
+      "Iter: 4 Subject: 1659929\n",
+      "Iter: 2 Subject: 906695\n",
+      "Iter: 2 Subject: 946357\n",
+      "Iter: 1 Subject: 910935\n",
+      "--------------------------------------------------\n",
+      "Subject: 907280 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906695\n",
+      "Iter: 3 Subject: 946357\n",
+      "Iter: 2 Subject: 910935\n",
+      "Iter: 4 Subject: 946357\n",
+      "Iter: 4 Subject: 906695\n",
+      "--------------------------------------------------\n",
+      "Subject: 906850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907280\n",
+      "Iter: 5 Subject: 906695\n",
+      "Iter: 3 Subject: 910935\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910935\n",
+      "Iter: 2 Subject: 907280\n",
+      "Iter: 5 Subject: 910935\n",
+      "Iter: 1 Subject: 1330993\n",
+      "Iter: 3 Subject: 907280\n",
+      "--------------------------------------------------\n",
+      "Subject: 909194 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907280\n",
+      "Iter: 2 Subject: 1330993\n",
+      "--------------------------------------------------\n",
+      "Subject: 908135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 906850\n",
+      "Iter: 3 Subject: 1330993\n",
+      "Iter: 1 Subject: 909194\n",
+      "Iter: 4 Subject: 1330993\n",
+      "Iter: 5 Subject: 1330993\n",
+      "Iter: 2 Subject: 909194\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331040 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906850\n",
+      "Iter: 1 Subject: 908135\n",
+      "Iter: 3 Subject: 909194\n",
+      "Iter: 4 Subject: 909194\n",
+      "Iter: 3 Subject: 906850\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908135\n",
+      "Iter: 4 Subject: 906850\n",
+      "Iter: 3 Subject: 908135\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240211 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908135\n",
+      "Iter: 1 Subject: 1659823\n",
+      "--------------------------------------------------\n",
+      "Subject: 906693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659823\n",
+      "Iter: 1 Subject: 1331040\n",
+      "Iter: 3 Subject: 1659823\n",
+      "Iter: 2 Subject: 1331040\n",
+      "Iter: 4 Subject: 1659823\n",
+      "Iter: 1 Subject: 906693\n",
+      "--------------------------------------------------\n",
+      "Subject: 909977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331040\n",
+      "Iter: 2 Subject: 906693\n",
+      "Iter: 4 Subject: 1331040\n",
+      "Iter: 1 Subject: 1240211\n",
+      "--------------------------------------------------\n",
+      "Subject: 687777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906693\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240211\n",
+      "Iter: 3 Subject: 1240211\n",
+      "Iter: 1 Subject: 687777\n",
+      "Iter: 4 Subject: 1240211\n",
+      "--------------------------------------------------\n",
+      "Subject: 908481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298531\n",
+      "Iter: 2 Subject: 687777\n",
+      "Iter: 3 Subject: 687777\n",
+      "Iter: 2 Subject: 1298531\n",
+      "Iter: 4 Subject: 687777\n",
+      "Iter: 1 Subject: 908481\n",
+      "Iter: 1 Subject: 909977\n",
+      "Iter: 5 Subject: 687777\n",
+      "Iter: 3 Subject: 1298531\n",
+      "--------------------------------------------------\n",
+      "Subject: 910920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908481\n",
+      "Iter: 4 Subject: 1298531\n",
+      "Iter: 3 Subject: 908481\n",
+      "--------------------------------------------------\n",
+      "Subject: 1674021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1298531\n",
+      "--------------------------------------------------\n",
+      "Subject: 688086 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1674021\n",
+      "Iter: 2 Subject: 909977\n",
+      "Iter: 1 Subject: 910920\n",
+      "Iter: 2 Subject: 1674021\n",
+      "Iter: 1 Subject: 688086\n",
+      "Iter: 3 Subject: 1674021\n",
+      "Iter: 2 Subject: 910920\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909977Iter: 2 Subject: 688086\n",
+      "\n",
+      "Iter: 3 Subject: 688086\n",
+      "Iter: 3 Subject: 910920\n",
+      "Iter: 4 Subject: 688086\n",
+      "Iter: 4 Subject: 909977\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910920\n",
+      "Iter: 1 Subject: 1299049\n",
+      "--------------------------------------------------\n",
+      "Subject: 907275 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 5 Subject: 909977\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299049\n",
+      "Iter: 3 Subject: 1299049\n",
+      "Iter: 4 Subject: 1299049\n",
+      "Iter: 1 Subject: 910567\n",
+      "--------------------------------------------------\n",
+      "Subject: 905934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1524414\n",
+      "Iter: 1 Subject: 907275\n",
+      "Iter: 2 Subject: 910567\n",
+      "Iter: 1 Subject: 905934\n",
+      "Iter: 2 Subject: 907275\n",
+      "Iter: 3 Subject: 910567\n",
+      "Iter: 2 Subject: 1524414\n",
+      "Iter: 2 Subject: 905934\n",
+      "Iter: 4 Subject: 910567\n",
+      "Iter: 3 Subject: 907275\n",
+      "Iter: 3 Subject: 905934\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524414\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240220 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907275\n",
+      "Iter: 4 Subject: 1524414\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330973\n",
+      "Iter: 1 Subject: 1240220\n",
+      "Iter: 2 Subject: 1330973\n",
+      "Iter: 3 Subject: 1330973\n",
+      "Iter: 2 Subject: 1240220\n",
+      "Iter: 1 Subject: 724828\n",
+      "Iter: 4 Subject: 1330973Iter: 1 Subject: 1331036\n",
+      "\n",
+      "Iter: 3 Subject: 1240220\n",
+      "--------------------------------------------------\n",
+      "Subject: 687562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240220\n",
+      "Iter: 2 Subject: 1331036\n",
+      "Iter: 2 Subject: 724828\n",
+      "--------------------------------------------------\n",
+      "Subject: 908119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331036\n",
+      "Iter: 3 Subject: 724828\n",
+      "Iter: 4 Subject: 1331036\n",
+      "Iter: 5 Subject: 1331036\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 724828\n",
+      "Iter: 1 Subject: 908119\n",
+      "Iter: 1 Subject: 687562\n",
+      "Iter: 5 Subject: 724828\n",
+      "--------------------------------------------------\n",
+      "Subject: 753540 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908119\n",
+      "Iter: 2 Subject: 687562\n",
+      "Iter: 3 Subject: 908119\n",
+      "Iter: 4 Subject: 908119\n",
+      "Iter: 3 Subject: 687562\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687562\n",
+      "Iter: 1 Subject: 1298145\n",
+      "Iter: 1 Subject: 753540\n",
+      "--------------------------------------------------\n",
+      "Subject: 908468 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298475\n",
+      "Iter: 2 Subject: 753540\n",
+      "Iter: 1 Subject: 908468\n",
+      "Iter: 2 Subject: 1298145\n",
+      "Iter: 2 Subject: 1298475\n",
+      "Iter: 2 Subject: 908468\n",
+      "Iter: 3 Subject: 753540\n",
+      "Iter: 3 Subject: 1298145\n",
+      "--------------------------------------------------\n",
+      "Subject: 907790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908468Iter: 3 Subject: 1298475\n",
+      "\n",
+      "Iter: 4 Subject: 753540\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298475\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1660036\n",
+      "Iter: 1 Subject: 907790\n",
+      "Iter: 2 Subject: 1660036\n",
+      "Iter: 1 Subject: 909727\n",
+      "Iter: 2 Subject: 907790\n",
+      "Iter: 3 Subject: 1660036\n",
+      "Iter: 4 Subject: 1660036\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 907790\n",
+      "Iter: 2 Subject: 909727Iter: 1 Subject: 1331031\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907790\n",
+      "Iter: 3 Subject: 909727\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322224 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909727\n",
+      "Iter: 2 Subject: 1331031\n",
+      "--------------------------------------------------\n",
+      "Subject: 924106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331031\n",
+      "Iter: 1 Subject: 1330942\n",
+      "Iter: 4 Subject: 1331031\n",
+      "Iter: 1 Subject: 1322224\n",
+      "--------------------------------------------------\n",
+      "Subject: 909253 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924106\n",
+      "Iter: 2 Subject: 1330942\n",
+      "Iter: 2 Subject: 1322224\n",
+      "Iter: 3 Subject: 1330942\n",
+      "Iter: 2 Subject: 924106\n",
+      "Iter: 3 Subject: 1322224\n",
+      "--------------------------------------------------Iter: 3 Subject: 924106\n",
+      "Subject: 908441 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 1330942\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 924106\n",
+      "Iter: 1 Subject: 909253\n",
+      "--------------------------------------------------\n",
+      "Subject: 753620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908441\n",
+      "Iter: 1 Subject: 1660034\n",
+      "Iter: 2 Subject: 909253\n",
+      "Iter: 2 Subject: 908441\n",
+      "Iter: 2 Subject: 1660034\n",
+      "Iter: 1 Subject: 753620\n",
+      "Iter: 3 Subject: 908441\n",
+      "Iter: 3 Subject: 909253\n",
+      "Iter: 3 Subject: 1660034\n",
+      "Iter: 4 Subject: 908441\n",
+      "Iter: 2 Subject: 753620\n",
+      "--------------------------------------------------Iter: 4 Subject: 1660034\n",
+      "\n",
+      "Subject: 906790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909253\n",
+      "Iter: 3 Subject: 753620\n",
+      "--------------------------------------------------\n",
+      "Subject: 907785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1660034\n",
+      "--------------------------------------------------\n",
+      "Subject: 949162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753620\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906790\n",
+      "Iter: 1 Subject: 907785\n",
+      "Iter: 2 Subject: 906790\n",
+      "Iter: 3 Subject: 906790\n",
+      "Iter: 1 Subject: 949162\n",
+      "Iter: 2 Subject: 907785\n",
+      "Iter: 4 Subject: 906790\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330983.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907785\n",
+      "Iter: 1 Subject: 1524417\n",
+      "Iter: 4 Subject: 907785\n",
+      "Iter: 2 Subject: 949162\n",
+      "Iter: 5 Subject: 907785\n",
+      "Iter: 3 Subject: 949162\n",
+      "Iter: 2 Subject: 1524417\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330983.1\n",
+      "Iter: 4 Subject: 949162\n",
+      "--------------------------------------------------\n",
+      "Subject: 907272 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524417\n",
+      "Iter: 2 Subject: 1330983.1\n",
+      "Iter: 4 Subject: 1524417\n",
+      "Iter: 3 Subject: 1330983.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298526 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1330983.1\n",
+      "Iter: 5 Subject: 1330983.1\n",
+      "Iter: 1 Subject: 1659818\n",
+      "--------------------------------------------------\n",
+      "Subject: 949157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659818\n",
+      "Iter: 3 Subject: 1659818\n",
+      "Iter: 1 Subject: 907272\n",
+      "Iter: 1 Subject: 949157\n",
+      "Iter: 1 Subject: 1298526\n",
+      "Iter: 4 Subject: 1659818\n",
+      "Iter: 2 Subject: 907272\n",
+      "Iter: 2 Subject: 949157\n",
+      "--------------------------------------------------\n",
+      "Subject: 906867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907272\n",
+      "Iter: 3 Subject: 949157\n",
+      "--------------------------------------------------\n",
+      "Subject: 753561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907272\n",
+      "--------------------------------------------------\n",
+      "Subject: 1723793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298526\n",
+      "Iter: 3 Subject: 1298526\n",
+      "Iter: 4 Subject: 1298526\n",
+      "Iter: 1 Subject: 906867\n",
+      "Iter: 5 Subject: 1298526\n",
+      "Iter: 1 Subject: 1723793\n",
+      "--------------------------------------------------\n",
+      "Subject: 910905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906867\n",
+      "Iter: 1 Subject: 753561\n",
+      "Iter: 3 Subject: 906867\n",
+      "Iter: 2 Subject: 1723793\n",
+      "Iter: 4 Subject: 906867\n",
+      "--------------------------------------------------\n",
+      "Subject: 949179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753561\n",
+      "Iter: 1 Subject: 910905\n",
+      "Iter: 3 Subject: 1723793\n",
+      "Iter: 3 Subject: 753561\n",
+      "Iter: 2 Subject: 910905\n",
+      "Iter: 4 Subject: 1723793\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753561\n",
+      "Iter: 3 Subject: 910905\n",
+      "Iter: 1 Subject: 949179\n",
+      "Iter: 5 Subject: 753561\n",
+      "Iter: 4 Subject: 910905\n",
+      "--------------------------------------------------\n",
+      "Subject: 907278 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299052\n",
+      "Iter: 2 Subject: 949179\n",
+      "Iter: 2 Subject: 1299052\n",
+      "Iter: 3 Subject: 949179\n",
+      "Iter: 3 Subject: 1299052\n",
+      "Iter: 1 Subject: 907278\n",
+      "Iter: 4 Subject: 1299052\n",
+      "Iter: 4 Subject: 949179\n",
+      "Iter: 2 Subject: 907278\n",
+      "Iter: 1 Subject: 905940\n",
+      "--------------------------------------------------\n",
+      "Subject: 753604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 949179\n",
+      "Iter: 3 Subject: 907278\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905940\n",
+      "Iter: 4 Subject: 907278\n",
+      "--------------------------------------------------\n",
+      "Subject: 907788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905940\n",
+      "--------------------------------------------------\n",
+      "Subject: 687506 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753604\n",
+      "Iter: 1 Subject: 1298476\n",
+      "Iter: 1 Subject: 907788\n",
+      "Iter: 2 Subject: 1298476\n",
+      "Iter: 2 Subject: 907788\n",
+      "Iter: 2 Subject: 753604\n",
+      "Iter: 3 Subject: 1298476\n",
+      "Iter: 1 Subject: 687506\n",
+      "Iter: 3 Subject: 907788\n",
+      "Iter: 4 Subject: 1298476\n",
+      "Iter: 3 Subject: 753604\n",
+      "--------------------------------------------------\n",
+      "Subject: 907000 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907788\n",
+      "Iter: 2 Subject: 687506\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240221 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753604\n",
+      "Iter: 3 Subject: 687506\n",
+      "Iter: 5 Subject: 753604\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 687506\n",
+      "Iter: 5 Subject: 687506\n",
+      "--------------------------------------------------\n",
+      "Subject: 749712 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240221\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298218\n",
+      "Iter: 1 Subject: 907000\n",
+      "Iter: 2 Subject: 1240221\n",
+      "Iter: 2 Subject: 1298218\n",
+      "Iter: 3 Subject: 1298218\n",
+      "Iter: 3 Subject: 1240221\n",
+      "Iter: 1 Subject: 749712\n",
+      "Iter: 4 Subject: 1298218\n",
+      "Iter: 2 Subject: 907000\n",
+      "Iter: 4 Subject: 1240221\n",
+      "--------------------------------------------------\n",
+      "Subject: 1723794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 749712\n",
+      "Iter: 5 Subject: 1240221\n",
+      "Iter: 3 Subject: 749712\n",
+      "Iter: 3 Subject: 907000\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749712\n",
+      "--------------------------------------------------\n",
+      "Subject: 753562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907000\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1723794\n",
+      "Iter: 1 Subject: 1299061\n",
+      "Iter: 1 Subject: 1298156\n",
+      "Iter: 2 Subject: 1723794\n",
+      "Iter: 2 Subject: 1299061\n",
+      "Iter: 3 Subject: 1723794\n",
+      "Iter: 3 Subject: 1299061\n",
+      "Iter: 4 Subject: 1723794\n",
+      "--------------------------------------------------\n",
+      "Subject: 753585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298156\n",
+      "Iter: 4 Subject: 1299061\n",
+      "--------------------------------------------------\n",
+      "Subject: 909735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753562\n",
+      "Iter: 3 Subject: 1298156\n",
+      "Iter: 4 Subject: 1298156Iter: 1 Subject: 909735\n",
+      "\n",
+      "Iter: 1 Subject: 753585\n",
+      "Iter: 2 Subject: 753562\n",
+      "Iter: 2 Subject: 909735\n",
+      "Iter: 5 Subject: 1298156\n",
+      "--------------------------------------------------\n",
+      "Subject: 949173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909735\n",
+      "Iter: 2 Subject: 753585\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753562\n",
+      "Iter: 3 Subject: 753585\n",
+      "Iter: 4 Subject: 753585\n",
+      "--------------------------------------------------\n",
+      "Subject: 907269 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753562\n",
+      "Iter: 1 Subject: 949173\n",
+      "Iter: 1 Subject: 1240156\n",
+      "Iter: 5 Subject: 753562\n",
+      "Iter: 2 Subject: 949173\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907269\n",
+      "Iter: 2 Subject: 1240156\n",
+      "Iter: 3 Subject: 949173\n",
+      "Iter: 3 Subject: 1240156\n",
+      "Iter: 2 Subject: 907269\n",
+      "--------------------------------------------------\n",
+      "Subject: 906835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 949173\n",
+      "Iter: 3 Subject: 907269\n",
+      "--------------------------------------------------\n",
+      "Subject: 907314 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906835\n",
+      "Iter: 1 Subject: 1331045\n",
+      "Iter: 1 Subject: 907314\n",
+      "Iter: 2 Subject: 906835\n",
+      "Iter: 1 Subject: 687804\n",
+      "Iter: 2 Subject: 907314\n",
+      "Iter: 3 Subject: 906835\n",
+      "Iter: 2 Subject: 1331045\n",
+      "Iter: 3 Subject: 907314\n",
+      "Iter: 4 Subject: 906835\n",
+      "Iter: 3 Subject: 1331045\n",
+      "Iter: 4 Subject: 907314\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524415 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687804\n",
+      "--------------------------------------------------\n",
+      "Subject: 688023 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1331045\n",
+      "--------------------------------------------------\n",
+      "Subject: 905980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687804\n",
+      "Iter: 4 Subject: 687804\n",
+      "--------------------------------------------------\n",
+      "Subject: 907322 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688023\n",
+      "Iter: 1 Subject: 1524415\n",
+      "Iter: 1 Subject: 905980\n",
+      "Iter: 2 Subject: 688023\n",
+      "Iter: 2 Subject: 1524415\n",
+      "Iter: 3 Subject: 688023\n",
+      "Iter: 2 Subject: 905980\n",
+      "Iter: 1 Subject: 907322\n",
+      "Iter: 4 Subject: 688023\n",
+      "Iter: 3 Subject: 1524415\n",
+      "--------------------------------------------------\n",
+      "Subject: 906831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905980\n",
+      "Iter: 4 Subject: 1524415\n",
+      "Iter: 4 Subject: 905980\n",
+      "Iter: 2 Subject: 907322\n",
+      "--------------------------------------------------\n",
+      "Subject: 910554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905980\n",
+      "Iter: 3 Subject: 907322\n",
+      "Iter: 6 Subject: 905980\n",
+      "Iter: 1 Subject: 906831\n",
+      "--------------------------------------------------\n",
+      "Subject: 906870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907322\n",
+      "Iter: 2 Subject: 906831\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906831\n",
+      "Iter: 1 Subject: 910554\n",
+      "Iter: 4 Subject: 906831\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240167\n",
+      "Iter: 1 Subject: 906870\n",
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+      "Iter: 3 Subject: 1240167\n",
+      "Iter: 4 Subject: 910554\n",
+      "Iter: 4 Subject: 1240167\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906870\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906870\n",
+      "--------------------------------------------------\n",
+      "Subject: 749717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240172\n",
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+      "Iter: 4 Subject: 1240172\n",
+      "--------------------------------------------------\n",
+      "Subject: 930082 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749717\n",
+      "Iter: 1 Subject: 1290455\n",
+      "--------------------------------------------------\n",
+      "Subject: 724834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330948\n",
+      "Iter: 3 Subject: 1330948\n",
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+      "Iter: 4 Subject: 1330948\n",
+      "Iter: 1 Subject: 930082\n",
+      "Iter: 3 Subject: 1290455\n",
+      "--------------------------------------------------\n",
+      "Subject: 946372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724834\n",
+      "Iter: 4 Subject: 1290455\n",
+      "Iter: 2 Subject: 930082\n",
+      "--------------------------------------------------\n",
+      "Subject: 924102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724834\n",
+      "Iter: 1 Subject: 946372\n",
+      "Iter: 3 Subject: 930082\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 724834\n",
+      "Iter: 2 Subject: 946372\n",
+      "Iter: 4 Subject: 930082\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924102\n",
+      "Iter: 3 Subject: 946372\n",
+      "Iter: 4 Subject: 724834\n",
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+      "Iter: 5 Subject: 724834\n",
+      "Iter: 2 Subject: 924102\n",
+      "--------------------------------------------------\n",
+      "Subject: 910951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949094 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924102\n",
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+      "--------------------------------------------------\n",
+      "Subject: 1290768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949094\n",
+      "Iter: 1 Subject: 1327768\n",
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+      "Iter: 3 Subject: 949094Iter: 1 Subject: 1290768\n",
+      "\n",
+      "Iter: 2 Subject: 1327768\n",
+      "Iter: 3 Subject: 910951\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290768\n",
+      "Iter: 4 Subject: 949094\n",
+      "--------------------------------------------------\n",
+      "Subject: 906828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327768\n",
+      "Iter: 3 Subject: 1290768\n",
+      "Iter: 4 Subject: 1327768\n",
+      "Iter: 4 Subject: 1290768\n",
+      "Iter: 1 Subject: 1290771\n",
+      "--------------------------------------------------\n",
+      "Subject: 909753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906828\n",
+      "Iter: 5 Subject: 1290768\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290771\n",
+      "Iter: 2 Subject: 906828\n",
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+      "Iter: 3 Subject: 906828\n",
+      "Iter: 4 Subject: 1290771\n",
+      "Iter: 4 Subject: 906828\n",
+      "--------------------------------------------------\n",
+      "Subject: 687985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299067\n",
+      "Iter: 1 Subject: 909753\n",
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+      "Iter: 4 Subject: 1299067\n",
+      "Iter: 3 Subject: 687985\n",
+      "Iter: 4 Subject: 909753\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 749713\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749713\n",
+      "Iter: 1 Subject: 1479988\n",
+      "Iter: 5 Subject: 749713\n",
+      "Iter: 1 Subject: 908152\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908152\n",
+      "Iter: 2 Subject: 1479988\n",
+      "Iter: 3 Subject: 908152\n",
+      "Iter: 1 Subject: 1330994\n",
+      "Iter: 3 Subject: 1479988\n",
+      "Iter: 4 Subject: 908152\n",
+      "Iter: 1 Subject: 1331034\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330994\n",
+      "Iter: 4 Subject: 1479988\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330994\n",
+      "Iter: 2 Subject: 1331034\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1303897\n",
+      "Iter: 3 Subject: 1331034\n",
+      "Iter: 4 Subject: 1331034\n",
+      "Iter: 1 Subject: 1503371\n",
+      "Iter: 2 Subject: 1303897\n",
+      "--------------------------------------------------\n",
+      "Subject: 909769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1303897\n",
+      "Iter: 2 Subject: 1503371\n",
+      "--------------------------------------------------\n",
+      "Subject: 925345 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503371\n",
+      "Iter: 1 Subject: 909769\n",
+      "Iter: 4 Subject: 1503371Iter: 1 Subject: 1298160\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909769\n",
+      "Iter: 3 Subject: 909769\n",
+      "--------------------------------------------------\n",
+      "Subject: 908143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 925345\n",
+      "Iter: 2 Subject: 1298160\n",
+      "Iter: 1 Subject: 909717\n",
+      "Iter: 2 Subject: 925345\n",
+      "Iter: 3 Subject: 1298160\n",
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+      "Iter: 1 Subject: 908143\n",
+      "Iter: 4 Subject: 1298160\n",
+      "Iter: 3 Subject: 909717\n",
+      "Iter: 4 Subject: 925345\n",
+      "Iter: 5 Subject: 1298160\n",
+      "--------------------------------------------------\n",
+      "Subject: 905989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1509073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908143\n",
+      "--------------------------------------------------\n",
+      "Subject: 924100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908143\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905989\n",
+      "Iter: 1 Subject: 924100\n",
+      "Iter: 1 Subject: 1509073\n",
+      "Iter: 2 Subject: 924100\n",
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+      "Iter: 3 Subject: 924100\n",
+      "Iter: 2 Subject: 1509073\n",
+      "Iter: 3 Subject: 905989\n",
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+      "Iter: 4 Subject: 924100\n",
+      "Iter: 5 Subject: 924100\n",
+      "Iter: 3 Subject: 1509073\n",
+      "Iter: 3 Subject: 1327773\n",
+      "Iter: 4 Subject: 905989\n",
+      "--------------------------------------------------\n",
+      "Subject: 753583 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 905989\n",
+      "Iter: 4 Subject: 1509073\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753583\n",
+      "Iter: 1 Subject: 687600\n",
+      "Iter: 2 Subject: 753583\n",
+      "Iter: 3 Subject: 753583\n",
+      "Iter: 2 Subject: 687600\n",
+      "Iter: 4 Subject: 753583\n",
+      "Iter: 1 Subject: 1479987\n",
+      "Iter: 3 Subject: 687600\n",
+      "Iter: 4 Subject: 687600\n",
+      "Iter: 5 Subject: 753583\n",
+      "Iter: 1 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 909781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1479987\n",
+      "Iter: 2 Subject: 753545\n",
+      "Iter: 3 Subject: 1479987\n",
+      "Iter: 1 Subject: 688021\n",
+      "Iter: 4 Subject: 1479987\n",
+      "Iter: 1 Subject: 909781\n",
+      "Iter: 3 Subject: 753545\n",
+      "Iter: 5 Subject: 1479987Iter: 2 Subject: 688021\n",
+      "\n",
+      "Iter: 4 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 753577 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909781\n",
+      "Iter: 3 Subject: 688021\n",
+      "Iter: 5 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 907312 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909781\n",
+      "Iter: 4 Subject: 688021\n",
+      "Iter: 4 Subject: 909781\n",
+      "Iter: 5 Subject: 688021\n",
+      "--------------------------------------------------\n",
+      "Subject: 906803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753577\n",
+      "Iter: 1 Subject: 907312\n",
+      "Iter: 2 Subject: 907312\n",
+      "Iter: 2 Subject: 753577\n",
+      "Iter: 3 Subject: 907312\n",
+      "Iter: 3 Subject: 753577\n",
+      "Iter: 4 Subject: 907312\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753577\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906803\n",
+      "Iter: 1 Subject: 1480362\n",
+      "Iter: 1 Subject: 1298365\n",
+      "Iter: 2 Subject: 906803\n",
+      "Iter: 1 Subject: 1503361\n",
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+      "Iter: 3 Subject: 906803\n",
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+      "Iter: 4 Subject: 906803\n",
+      "Iter: 2 Subject: 1480362\n",
+      "Iter: 3 Subject: 1298365\n",
+      "Iter: 3 Subject: 1503361\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298365\n",
+      "Iter: 4 Subject: 1503361\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1503361\n",
+      "Iter: 3 Subject: 1480362\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1322218\n",
+      "Iter: 4 Subject: 1480362\n",
+      "Iter: 2 Subject: 1322218\n",
+      "Iter: 1 Subject: 1659817\n",
+      "Iter: 1 Subject: 1330972\n",
+      "Iter: 5 Subject: 1480362\n",
+      "Iter: 3 Subject: 1322218\n",
+      "--------------------------------------------------\n",
+      "Subject: 909776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330972\n",
+      "--------------------------------------------------\n",
+      "Subject: 722046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330972\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659817\n",
+      "Iter: 1 Subject: 909776\n",
+      "Iter: 3 Subject: 1659817\n",
+      "Iter: 2 Subject: 909776\n",
+      "Iter: 3 Subject: 909776\n",
+      "Iter: 4 Subject: 1659817\n",
+      "Iter: 4 Subject: 909776\n",
+      "--------------------------------------------------Iter: 1 Subject: 1659819\n",
+      "\n",
+      "Subject: 687448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 1659817\n",
+      "--------------------------------------------------\n",
+      "Subject: 908130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 722046\n",
+      "Iter: 2 Subject: 1659819\n",
+      "Iter: 3 Subject: 1659819\n",
+      "--------------------------------------------------\n",
+      "Subject: 946377 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908130\n",
+      "Iter: 2 Subject: 722046\n",
+      "Iter: 2 Subject: 908130\n",
+      "Iter: 1 Subject: 946377\n",
+      "Iter: 1 Subject: 687448\n",
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+      "Iter: 3 Subject: 722046\n",
+      "Iter: 4 Subject: 908130\n",
+      "Iter: 3 Subject: 946377\n",
+      "Iter: 4 Subject: 722046\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687448\n",
+      "Iter: 4 Subject: 946377\n",
+      "--------------------------------------------------\n",
+      "Subject: 924238 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687448\n",
+      "Iter: 4 Subject: 687448\n",
+      "Iter: 1 Subject: 1298154\n",
+      "Iter: 5 Subject: 687448\n",
+      "Iter: 1 Subject: 1298223\n",
+      "--------------------------------------------------\n",
+      "Subject: 905941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298154\n",
+      "Iter: 2 Subject: 1298223\n",
+      "Iter: 3 Subject: 1298154\n",
+      "Iter: 3 Subject: 1298223\n",
+      "Iter: 4 Subject: 1298154\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1298223\n",
+      "Iter: 1 Subject: 905941\n",
+      "Iter: 1 Subject: 924238\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905941\n",
+      "Iter: 3 Subject: 905941\n",
+      "Iter: 2 Subject: 924238\n",
+      "Iter: 1 Subject: 1299062\n",
+      "--------------------------------------------------\n",
+      "Subject: 909976.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299062\n",
+      "Iter: 1 Subject: 1240218\n",
+      "Iter: 3 Subject: 924238\n",
+      "Iter: 3 Subject: 1299062\n",
+      "Iter: 4 Subject: 1299062\n",
+      "Iter: 1 Subject: 909976.1\n",
+      "Iter: 4 Subject: 924238\n",
+      "--------------------------------------------------\n",
+      "Subject: 908458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240218\n",
+      "--------------------------------------------------\n",
+      "Subject: 753584 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909976.1\n",
+      "Iter: 3 Subject: 1240218\n",
+      "Iter: 3 Subject: 909976.1\n",
+      "Iter: 4 Subject: 1240218\n",
+      "Iter: 1 Subject: 908458\n",
+      "Iter: 1 Subject: 753584\n",
+      "Iter: 4 Subject: 909976.1\n",
+      "Iter: 2 Subject: 753584\n",
+      "Iter: 5 Subject: 1240218\n",
+      "--------------------------------------------------\n",
+      "Subject: 907044 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908458\n",
+      "--------------------------------------------------\n",
+      "Subject: 998184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753584\n",
+      "Iter: 3 Subject: 908458\n",
+      "Iter: 4 Subject: 753584\n",
+      "Iter: 1 Subject: 907044\n",
+      "--------------------------------------------------\n",
+      "Subject: 908145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908458\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907044\n",
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+      "Iter: 1 Subject: 908145\n",
+      "Iter: 4 Subject: 907044\n",
+      "Iter: 1 Subject: 998184\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659787\n",
+      "Iter: 2 Subject: 908145\n",
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+      "Iter: 2 Subject: 998184\n",
+      "Iter: 3 Subject: 908145\n",
+      "Iter: 3 Subject: 998184\n",
+      "Iter: 3 Subject: 1659787\n",
+      "Iter: 1 Subject: 1298157\n",
+      "Iter: 4 Subject: 908145\n",
+      "Iter: 4 Subject: 998184\n",
+      "Iter: 4 Subject: 1659787\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1298157\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298157\n",
+      "Iter: 4 Subject: 1298157\n",
+      "Iter: 1 Subject: 1480372\n",
+      "Iter: 1 Subject: 1298533\n",
+      "--------------------------------------------------\n",
+      "Subject: 905954.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298533\n",
+      "Iter: 2 Subject: 1480372\n",
+      "Iter: 1 Subject: 930299\n",
+      "Iter: 3 Subject: 1480372\n",
+      "Iter: 3 Subject: 1298533\n",
+      "Iter: 4 Subject: 1480372\n",
+      "Iter: 4 Subject: 1298533\n",
+      "Iter: 2 Subject: 930299\n",
+      "Iter: 3 Subject: 930299\n",
+      "Iter: 4 Subject: 930299\n",
+      "Iter: 1 Subject: 905954.1\n",
+      "Iter: 2 Subject: 905954.1\n",
+      "Iter: 3 Subject: 905954.1\n",
+      "Iter: 4 Subject: 905954.1\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish mixer\n",
+      "Get Medias\n",
+      "Creating population (Count: 1000)...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 49 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 50 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 51 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 52 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 53 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 54 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 55 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 56 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 57 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 59 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 60 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 61 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 62 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 63 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 65 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 66 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 69 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 70 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 71 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 72 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 73 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 74 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 77 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 76 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 78 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 79 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 81 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 82 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 83 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 84 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 87 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 88 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 89 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 90 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 91 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 92 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 93 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 94 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 95 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Creating Subject: 98 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 101 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 103 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 112 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 116 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Creating Subject: 133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Creating Subject: 134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Creating Subject: 852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 857 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Creating Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 860 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Creating Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
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+      "\n",
+      "Creating Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Finish creating population\n",
+      "Finish\n",
+      "Running mixer with porpulationBased (Count: 1001)\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1\n",
+      "Iter: 1 Subject: 3\n",
+      "Iter: 1 Subject: 2\n",
+      "Iter: 1 Subject: 0\n",
+      "Iter: 2 Subject: 1\n",
+      "Iter: 2 Subject: 3\n",
+      "Iter: 2 Subject: 0\n",
+      "Iter: 2 Subject: 2\n",
+      "Iter: 3 Subject: 1\n",
+      "Iter: 3 Subject: 3\n",
+      "Iter: 3 Subject: 0\n",
+      "Iter: 3 Subject: 2\n",
+      "Iter: 4 Subject: 3\n",
+      "Iter: 4 Subject: 1\n",
+      "--------------------------------------------------\n",
+      "Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 0\n",
+      "Iter: 5 Subject: 1\n",
+      "--------------------------------------------------\n",
+      "Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 5\n",
+      "Iter: 2 Subject: 5\n",
+      "Iter: 1 Subject: 4\n",
+      "Iter: 1 Subject: 6\n",
+      "Iter: 3 Subject: 5\n",
+      "Iter: 1 Subject: 7\n",
+      "--------------------------------------------------\n",
+      "Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 4\n",
+      "Iter: 2 Subject: 6\n",
+      "Iter: 3 Subject: 4\n",
+      "Iter: 3 Subject: 6\n",
+      "Iter: 4 Subject: 4\n",
+      "Iter: 2 Subject: 7\n",
+      "--------------------------------------------------\n",
+      "Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 8\n",
+      "Iter: 4 Subject: 6\n",
+      "Iter: 3 Subject: 7\n",
+      "--------------------------------------------------\n",
+      "Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 7\n",
+      "Iter: 2 Subject: 8\n",
+      "Iter: 5 Subject: 7\n",
+      "Iter: 1 Subject: 9\n",
+      "Iter: 3 Subject: 8\n",
+      "--------------------------------------------------\n",
+      "Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 10\n",
+      "Iter: 2 Subject: 9\n",
+      "Iter: 4 Subject: 8\n",
+      "--------------------------------------------------\n",
+      "Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 9\n",
+      "Iter: 2 Subject: 10\n",
+      "Iter: 1 Subject: 11\n",
+      "--------------------------------------------------\n",
+      "Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 11\n",
+      "Iter: 3 Subject: 10\n",
+      "Iter: 1 Subject: 12\n",
+      "Iter: 4 Subject: 10\n",
+      "Iter: 3 Subject: 11\n",
+      "Iter: 1 Subject: 13\n",
+      "--------------------------------------------------\n",
+      "Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 12\n",
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+      "Iter: 3 Subject: 12\n",
+      "Iter: 1 Subject: 14\n",
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+      "Iter: 4 Subject: 12\n",
+      "Iter: 1 Subject: 15\n",
+      "--------------------------------------------------\n",
+      "Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 14\n",
+      "Iter: 5 Subject: 12\n",
+      "--------------------------------------------------\n",
+      "Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 14\n",
+      "Iter: 2 Subject: 15\n",
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+      "Iter: 1 Subject: 17\n",
+      "Iter: 5 Subject: 14\n",
+      "--------------------------------------------------\n",
+      "Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 15\n",
+      "Iter: 3 Subject: 16\n",
+      "Iter: 2 Subject: 17\n",
+      "--------------------------------------------------\n",
+      "Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 15\n",
+      "Iter: 3 Subject: 17\n",
+      "--------------------------------------------------\n",
+      "Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 18\n",
+      "--------------------------------------------------\n",
+      "Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 19\n",
+      "Iter: 2 Subject: 18\n",
+      "Iter: 2 Subject: 19\n",
+      "Iter: 1 Subject: 20\n",
+      "Iter: 3 Subject: 18\n",
+      "Iter: 1 Subject: 21Iter: 3 Subject: 19\n",
+      "\n",
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+      "Iter: 4 Subject: 18\n",
+      "Iter: 4 Subject: 19\n",
+      "Iter: 5 Subject: 18\n",
+      "Iter: 3 Subject: 20\n",
+      "--------------------------------------------------\n",
+      "Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 21\n",
+      "--------------------------------------------------\n",
+      "Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 21\n",
+      "Iter: 4 Subject: 21\n",
+      "Iter: 1 Subject: 22\n",
+      "Iter: 1 Subject: 24\n",
+      "--------------------------------------------------\n",
+      "Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 23\n",
+      "Iter: 2 Subject: 22\n",
+      "Iter: 2 Subject: 24\n",
+      "Iter: 2 Subject: 23\n",
+      "Iter: 3 Subject: 22\n",
+      "Iter: 3 Subject: 24\n",
+      "Iter: 1 Subject: 25\n",
+      "Iter: 3 Subject: 23\n",
+      "--------------------------------------------------\n",
+      "Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 24\n",
+      "Iter: 4 Subject: 23\n",
+      "--------------------------------------------------Iter: 2 Subject: 25\n",
+      "\n",
+      "Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 25\n",
+      "Iter: 1 Subject: 26\n",
+      "Iter: 1 Subject: 28\n",
+      "Iter: 1 Subject: 27\n",
+      "Iter: 4 Subject: 25\n",
+      "Iter: 2 Subject: 26\n",
+      "--------------------------------------------------\n",
+      "Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 28\n",
+      "Iter: 2 Subject: 27\n",
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+      "Iter: 4 Subject: 26\n",
+      "Iter: 3 Subject: 27\n",
+      "Iter: 1 Subject: 29Iter: 5 Subject: 28\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 27\n",
+      "--------------------------------------------------\n",
+      "Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 29\n",
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+      "Iter: 1 Subject: 30\n",
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+      "Iter: 4 Subject: 29\n",
+      "Iter: 1 Subject: 32\n",
+      "Iter: 2 Subject: 30\n",
+      "--------------------------------------------------\n",
+      "Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 31\n",
+      "Iter: 2 Subject: 32\n",
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+      "Iter: 1 Subject: 33\n",
+      "--------------------------------------------------\n",
+      "Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 32\n",
+      "Iter: 2 Subject: 33\n",
+      "--------------------------------------------------\n",
+      "Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 33\n",
+      "Iter: 1 Subject: 34\n",
+      "Iter: 1 Subject: 35\n",
+      "Iter: 4 Subject: 33\n",
+      "--------------------------------------------------\n",
+      "Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 34\n",
+      "Iter: 1 Subject: 36\n",
+      "Iter: 3 Subject: 34\n",
+      "Iter: 2 Subject: 35\n",
+      "--------------------------------------------------\n",
+      "Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 36\n",
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+      "Iter: 3 Subject: 36\n",
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+      "Iter: 4 Subject: 36\n",
+      "--------------------------------------------------\n",
+      "Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 37\n",
+      "Iter: 1 Subject: 38\n",
+      "Iter: 4 Subject: 37\n",
+      "--------------------------------------------------\n",
+      "Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 38\n",
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+      "Iter: 4 Subject: 39\n",
+      "Iter: 4 Subject: 41\n",
+      "--------------------------------------------------\n",
+      "Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 40\n",
+      "--------------------------------------------------\n",
+      "Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 40\n",
+      "Iter: 4 Subject: 40\n",
+      "--------------------------------------------------\n",
+      "Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 42Iter: 1 Subject: 44\n",
+      "\n",
+      "Iter: 1 Subject: 43\n",
+      "Iter: 2 Subject: 44\n",
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+      "Iter: 4 Subject: 44Iter: 4 Subject: 42\n",
+      "\n",
+      "Iter: 4 Subject: 43\n",
+      "Iter: 2 Subject: 45\n",
+      "--------------------------------------------------\n",
+      "Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 45\n",
+      "Iter: 1 Subject: 46\n",
+      "Iter: 4 Subject: 45\n",
+      "Iter: 1 Subject: 47\n",
+      "Iter: 1 Subject: 48\n",
+      "Iter: 5 Subject: 45\n",
+      "Iter: 2 Subject: 46\n",
+      "--------------------------------------------------\n",
+      "Subject: 49 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 47\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 48\n",
+      "Iter: 3 Subject: 46\n",
+      "Iter: 3 Subject: 48\n",
+      "Iter: 3 Subject: 47\n",
+      "Iter: 4 Subject: 46\n",
+      "Iter: 4 Subject: 48\n",
+      "--------------------------------------------------\n",
+      "Subject: 50 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 51 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 49\n",
+      "--------------------------------------------------\n",
+      "Subject: 52 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 49\n",
+      "Iter: 1 Subject: 51\n",
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+      "Iter: 5 Subject: 49\n",
+      "Iter: 4 Subject: 51\n",
+      "--------------------------------------------------\n",
+      "Subject: 53 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 52\n",
+      "Iter: 3 Subject: 50\n",
+      "--------------------------------------------------\n",
+      "Subject: 54 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 52\n",
+      "Iter: 4 Subject: 50\n",
+      "--------------------------------------------------\n",
+      "Subject: 55 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 50\n",
+      "Iter: 1 Subject: 53\n",
+      "--------------------------------------------------\n",
+      "Subject: 56 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 54\n",
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+      "Iter: 2 Subject: 55Iter: 3 Subject: 53\n",
+      "\n",
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+      "Iter: 4 Subject: 55\n",
+      "Iter: 3 Subject: 56\n",
+      "--------------------------------------------------\n",
+      "Subject: 57 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 59 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 60 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 58\n",
+      "Iter: 1 Subject: 57\n",
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+      "--------------------------------------------------\n",
+      "Subject: 61 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 60\n",
+      "--------------------------------------------------\n",
+      "Subject: 62 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 63 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 60\n",
+      "--------------------------------------------------\n",
+      "Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 65 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 61\n",
+      "--------------------------------------------------\n",
+      "Subject: 66 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 64\n",
+      "--------------------------------------------------\n",
+      "Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 4 Subject: 66\n",
+      "--------------------------------------------------\n",
+      "Subject: 69 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 70 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 67\n",
+      "--------------------------------------------------\n",
+      "Subject: 71 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 67\n",
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+      "Iter: 1 Subject: 69\n",
+      "--------------------------------------------------\n",
+      "Subject: 72 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 72\n",
+      "--------------------------------------------------\n",
+      "Subject: 73 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 74 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 72\n",
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+      "Iter: 1 Subject: 74\n",
+      "--------------------------------------------------\n",
+      "Subject: 76 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 76\n",
+      "--------------------------------------------------\n",
+      "Subject: 77 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 78 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 79 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 76\n",
+      "--------------------------------------------------\n",
+      "Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 77\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 81 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 2 Subject: 80\n",
+      "--------------------------------------------------\n",
+      "Subject: 82 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 78\n",
+      "--------------------------------------------------\n",
+      "Subject: 83 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 83\n",
+      "--------------------------------------------------\n",
+      "Subject: 84 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 81\n",
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+      "--------------------------------------------------\n",
+      "Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 1 Subject: 84\n",
+      "--------------------------------------------------\n",
+      "Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 85\n",
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+      "--------------------------------------------------\n",
+      "Subject: 87 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 88 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 89 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 90 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 91 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 92\n",
+      "Iter: 3 Subject: 91\n",
+      "Iter: 4 Subject: 90--------------------------------------------------\n",
+      "Subject: 93 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 91\n",
+      "Iter: 2 Subject: 92\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 94 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 95 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 96 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 97 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 98 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 99 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 97\n",
+      "\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 101 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 103 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 109 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 108\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 4 Subject: 110Iter: 2 Subject: 111\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 113 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 112\n",
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+      "--------------------------------------------------\n",
+      "Subject: 114 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 115 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 116 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 117 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 116Iter: 2 Subject: 115\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 118 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 123\n",
+      "Iter: 2 Subject: 124--------------------------------------------------\n",
+      "Subject: 126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 125\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 130--------------------------------------------------\n",
+      "\n",
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+      "Subject: 132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 158\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "--------------------------------------------------Iter: 3 Subject: 257\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 341 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 350 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 355\n",
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+      "Subject: 358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 387 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 390 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 387\n",
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+      "\n",
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+      "Iter: 3 Subject: 405--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 413 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 415 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 3 Subject: 416--------------------------------------------------\n",
+      "\n",
+      "Subject: 418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 420 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 422 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 423 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 420\n",
+      "--------------------------------------------------\n",
+      "Subject: 424 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Subject: 436 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 3 Subject: 447\n",
+      "\n",
+      "Subject: 448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 451 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 456 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 3 Subject: 462\n",
+      "\n",
+      "Subject: 463 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 464 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 472 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 469\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 488 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 489 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 490 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 491 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 489\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 496 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 509 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Subject: 521 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 523 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 520Iter: 1 Subject: 521\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 524 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Iter: 3 Subject: 548--------------------------------------------------\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 553\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 574 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 576 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 579 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 580 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 583 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 584 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 581\n",
+      "--------------------------------------------------\n",
+      "Subject: 586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 587 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "Iter: 1 Subject: 587\n",
+      "--------------------------------------------------\n",
+      "Subject: 588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 584\n",
+      "Iter: 3 Subject: 586\n",
+      "Iter: 2 Subject: 587--------------------------------------------------\n",
+      "Subject: 589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 586\n",
+      "Iter: 1 Subject: 588\n",
+      "--------------------------------------------------\n",
+      "Subject: 590 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
+      "Iter: 5 Subject: 587\n",
+      "--------------------------------------------------\n",
+      "Subject: 591 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 592\n",
+      "Iter: 4 Subject: 591--------------------------------------------------\n",
+      "\n",
+      "Subject: 594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 597 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 598 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 601 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 598\n",
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+      "--------------------------------------------------\n",
+      "Subject: 602 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 603 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 606 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 609 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 606\n",
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+      "Iter: 3 Subject: 608Iter: 2 Subject: 609\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 609\n",
+      "--------------------------------------------------\n",
+      "Subject: 611 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 609\n",
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+      "Iter: 1 Subject: 611\n",
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+      "--------------------------------------------------\n",
+      "Subject: 613 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 613\n",
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+      "--------------------------------------------------\n",
+      "Subject: 616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 613\n",
+      "Iter: 1 Subject: 614\n",
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+      "--------------------------------------------------\n",
+      "Subject: 617 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 619 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 616\n",
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+      "--------------------------------------------------\n",
+      "Subject: 620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 618\n",
+      "--------------------------------------------------\n",
+      "Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 618\n",
+      "Iter: 1 Subject: 620\n",
+      "Iter: 2 Subject: 619Iter: 1 Subject: 621\n",
+      "\n",
+      "Iter: 3 Subject: 618\n",
+      "Iter: 2 Subject: 621\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 619\n",
+      "Iter: 4 Subject: 618\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 626 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 627 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 626\n",
+      "--------------------------------------------------\n",
+      "Subject: 628 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 627\n",
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+      "--------------------------------------------------\n",
+      "Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 632 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 633 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 634 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 635 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 636 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 638 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 635\n",
+      "--------------------------------------------------\n",
+      "Subject: 639 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 637\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 636\n",
+      "--------------------------------------------------\n",
+      "Subject: 640 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 641 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 639\n",
+      "--------------------------------------------------\n",
+      "Subject: 642 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 643 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 641\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 645 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 646 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 647 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 648 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 645\n",
+      "--------------------------------------------------\n",
+      "Subject: 649 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 650 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 650\n",
+      "--------------------------------------------------\n",
+      "Subject: 651 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 652 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 649\n",
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+      "Iter: 1 Subject: 651\n",
+      "Iter: 5 Subject: 649\n",
+      "Iter: 4 Subject: 650\n",
+      "Iter: 1 Subject: 652\n",
+      "--------------------------------------------------\n",
+      "Subject: 653 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 650\n",
+      "Iter: 2 Subject: 651\n",
+      "Iter: 2 Subject: 652\n",
+      "--------------------------------------------------\n",
+      "Subject: 654 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 652\n",
+      "Iter: 3 Subject: 651\n",
+      "Iter: 1 Subject: 653\n",
+      "--------------------------------------------------\n",
+      "Subject: 655 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 651\n",
+      "Iter: 2 Subject: 653--------------------------------------------------\n",
+      "Subject: 656 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 657 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 657\n",
+      "Iter: 5 Subject: 655--------------------------------------------------\n",
+      "Subject: 658 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 659 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 657\n",
+      "--------------------------------------------------\n",
+      "Subject: 660 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 657\n",
+      "--------------------------------------------------\n",
+      "Subject: 661 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 661Iter: 4 Subject: 659\n",
+      "\n",
+      "Iter: 4 Subject: 660\n",
+      "--------------------------------------------------\n",
+      "Subject: 662 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 658\n",
+      "Iter: 3 Subject: 661\n",
+      "--------------------------------------------------\n",
+      "Subject: 663 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 664 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 658\n",
+      "--------------------------------------------------\n",
+      "Subject: 665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 664\n",
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+      "Iter: 2 Subject: 662\n",
+      "Iter: 2 Subject: 663Iter: 3 Subject: 664\n",
+      "\n",
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+      "Iter: 3 Subject: 665\n",
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+      "Iter: 3 Subject: 663\n",
+      "Iter: 5 Subject: 664\n",
+      "Iter: 4 Subject: 662\n",
+      "--------------------------------------------------\n",
+      "Subject: 666 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 665\n",
+      "Iter: 4 Subject: 663\n",
+      "--------------------------------------------------\n",
+      "Subject: 667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 668 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 669 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 666\n",
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+      "Iter: 3 Subject: 667\n",
+      "Iter: 3 Subject: 666\n",
+      "Iter: 3 Subject: 668--------------------------------------------------\n",
+      "Subject: 670 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 667\n",
+      "--------------------------------------------------\n",
+      "Subject: 671 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 672 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 673 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 670\n",
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+      "Iter: 4 Subject: 671\n",
+      "--------------------------------------------------\n",
+      "Subject: 674 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 672\n",
+      "Iter: 3 Subject: 673Iter: 5 Subject: 671\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 675 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 672\n",
+      "Iter: 4 Subject: 673\n",
+      "--------------------------------------------------\n",
+      "Subject: 676 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 674\n",
+      "Iter: 5 Subject: 672\n",
+      "--------------------------------------------------\n",
+      "Subject: 677 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 674\n",
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+      "Iter: 2 Subject: 675\n",
+      "--------------------------------------------------\n",
+      "Subject: 678 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 677\n",
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+      "Iter: 4 Subject: 675\n",
+      "Iter: 4 Subject: 676\n",
+      "--------------------------------------------------\n",
+      "Subject: 679 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 677\n",
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+      "--------------------------------------------------\n",
+      "Subject: 680 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 677\n",
+      "Iter: 2 Subject: 678\n",
+      "--------------------------------------------------Iter: 1 Subject: 679\n",
+      "\n",
+      "Subject: 681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 678\n",
+      "Iter: 1 Subject: 680\n",
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+      "--------------------------------------------------\n",
+      "Subject: 682 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 679\n",
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+      "Iter: 1 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 683 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 681\n",
+      "Iter: 4 Subject: 680\n",
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+      "Iter: 5 Subject: 680\n",
+      "Iter: 2 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 684 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 685 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 682\n",
+      "Iter: 1 Subject: 683\n",
+      "Iter: 4 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 686 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 685\n",
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+      "Iter: 4 Subject: 683\n",
+      "Iter: 2 Subject: 686\n",
+      "--------------------------------------------------\n",
+      "Subject: 687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 684\n",
+      "--------------------------------------------------\n",
+      "Subject: 688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 686\n",
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+      "--------------------------------------------------\n",
+      "Subject: 689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 690 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687\n",
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+      "--------------------------------------------------\n",
+      "Subject: 691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 688\n",
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+      "Iter: 3 Subject: 688Iter: 1 Subject: 691Iter: 2 Subject: 690\n",
+      "\n",
+      "\n",
+      "Iter: 4 Subject: 688\n",
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+      "Iter: 2 Subject: 691\n",
+      "--------------------------------------------------\n",
+      "Subject: 692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 688\n",
+      "Iter: 4 Subject: 689\n",
+      "--------------------------------------------------\n",
+      "Subject: 693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 691\n",
+      "--------------------------------------------------\n",
+      "Subject: 694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 691\n",
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+      "--------------------------------------------------\n",
+      "Subject: 695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 693\n",
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+      "Iter: 4 Subject: 693\n",
+      "--------------------------------------------------\n",
+      "Subject: 697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 696\n",
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+      "--------------------------------------------------\n",
+      "Subject: 699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 699\n",
+      "Iter: 3 Subject: 698\n",
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+      "--------------------------------------------------\n",
+      "Subject: 701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 698\n",
+      "Iter: 4 Subject: 699\n",
+      "--------------------------------------------------\n",
+      "Subject: 702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 699\n",
+      "Iter: 1 Subject: 700\n",
+      "--------------------------------------------------\n",
+      "Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 701\n",
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+      "Iter: 1 Subject: 703\n",
+      "Iter: 3 Subject: 700\n",
+      "--------------------------------------------------Iter: 2 Subject: 702\n",
+      "\n",
+      "Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 702\n",
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+      "Iter: 4 Subject: 702\n",
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+      "--------------------------------------------------\n",
+      "Subject: 706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 705\n",
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+      "Iter: 1 Subject: 704\n",
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+      "--------------------------------------------------\n",
+      "Subject: 707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 704\n",
+      "Iter: 3 Subject: 705\n",
+      "Iter: 1 Subject: 706\n",
+      "--------------------------------------------------\n",
+      "Subject: 708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 704\n",
+      "Iter: 2 Subject: 706\n",
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+      "Iter: 1 Subject: 708\n",
+      "--------------------------------------------------\n",
+      "Subject: 709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 707\n",
+      "Iter: 4 Subject: 706\n",
+      "--------------------------------------------------\n",
+      "Subject: 710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 708\n",
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+      "--------------------------------------------------\n",
+      "Subject: 711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 710\n",
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+      "Iter: 3 Subject: 710\n",
+      "--------------------------------------------------\n",
+      "Subject: 712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 710\n",
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+      "Iter: 1 Subject: 711\n",
+      "--------------------------------------------------\n",
+      "Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 6 Subject: 707\n",
+      "--------------------------------------------------\n",
+      "Subject: 714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 713\n",
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+      "Iter: 2 Subject: 712\n",
+      "--------------------------------------------------\n",
+      "Subject: 715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 713\n",
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+      "Iter: 2 Subject: 714\n",
+      "Iter: 3 Subject: 712\n",
+      "--------------------------------------------------\n",
+      "Subject: 716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 715\n",
+      "Iter: 3 Subject: 714\n",
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+      "Iter: 4 Subject: 714\n",
+      "Iter: 2 Subject: 715\n",
+      "--------------------------------------------------\n",
+      "Subject: 717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 712\n",
+      "Iter: 3 Subject: 715\n",
+      "Iter: 1 Subject: 716\n",
+      "--------------------------------------------------\n",
+      "Subject: 718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 716\n",
+      "Iter: 1 Subject: 717\n",
+      "Iter: 3 Subject: 716\n",
+      "--------------------------------------------------\n",
+      "Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 719\n",
+      "Iter: 1 Subject: 718\n",
+      "Iter: 2 Subject: 717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 719\n",
+      "Iter: 2 Subject: 718\n",
+      "Iter: 1 Subject: 720\n",
+      "Iter: 3 Subject: 719\n",
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+      "Iter: 4 Subject: 717\n",
+      "--------------------------------------------------\n",
+      "Subject: 721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 720\n",
+      "Iter: 5 Subject: 717\n",
+      "Iter: 4 Subject: 720\n",
+      "--------------------------------------------------\n",
+      "Subject: 723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 721\n",
+      "Iter: 1 Subject: 722\n",
+      "Iter: 1 Subject: 724\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 722\n",
+      "--------------------------------------------------\n",
+      "Subject: 727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 723\n",
+      "Iter: 1 Subject: 725\n",
+      "Iter: 1 Subject: 726\n",
+      "Iter: 1 Subject: 727Iter: 4 Subject: 723\n",
+      "\n",
+      "Iter: 2 Subject: 725\n",
+      "--------------------------------------------------\n",
+      "Subject: 728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 726\n",
+      "Iter: 3 Subject: 725\n",
+      "Iter: 3 Subject: 726\n",
+      "Iter: 2 Subject: 727\n",
+      "--------------------------------------------------\n",
+      "Subject: 729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 725\n",
+      "Iter: 3 Subject: 727\n",
+      "Iter: 1 Subject: 728\n",
+      "Iter: 5 Subject: 725\n",
+      "--------------------------------------------------\n",
+      "Subject: 730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 728\n",
+      "Iter: 1 Subject: 729\n",
+      "Iter: 3 Subject: 728\n",
+      "Iter: 4 Subject: 728\n",
+      "Iter: 2 Subject: 729\n",
+      "Iter: 1 Subject: 730\n",
+      "Iter: 1 Subject: 731\n",
+      "--------------------------------------------------\n",
+      "Subject: 732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 731\n",
+      "Iter: 3 Subject: 729\n",
+      "Iter: 2 Subject: 730\n",
+      "Iter: 3 Subject: 731\n",
+      "Iter: 4 Subject: 729\n",
+      "Iter: 1 Subject: 732\n",
+      "Iter: 3 Subject: 730\n",
+      "--------------------------------------------------\n",
+      "Subject: 733 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 731\n",
+      "Iter: 4 Subject: 730\n",
+      "Iter: 2 Subject: 732\n",
+      "Iter: 5 Subject: 731\n",
+      "--------------------------------------------------\n",
+      "Subject: 734 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 733Iter: 3 Subject: 732\n",
+      "\n",
+      "Iter: 4 Subject: 732\n",
+      "Iter: 2 Subject: 733\n",
+      "Iter: 1 Subject: 735\n",
+      "Iter: 5 Subject: 732\n",
+      "Iter: 1 Subject: 734\n",
+      "Iter: 3 Subject: 733\n",
+      "Iter: 2 Subject: 735Iter: 6 Subject: 732\n",
+      "\n",
+      "Iter: 2 Subject: 734\n",
+      "Iter: 4 Subject: 733\n",
+      "--------------------------------------------------\n",
+      "Subject: 736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 735\n",
+      "--------------------------------------------------\n",
+      "Subject: 737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 734\n",
+      "Iter: 4 Subject: 734\n",
+      "Iter: 1 Subject: 736\n",
+      "--------------------------------------------------\n",
+      "Subject: 739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 737\n",
+      "Iter: 1 Subject: 738\n",
+      "Iter: 2 Subject: 736\n",
+      "Iter: 2 Subject: 737\n",
+      "Iter: 2 Subject: 738\n",
+      "Iter: 3 Subject: 736\n",
+      "Iter: 3 Subject: 738\n",
+      "Iter: 1 Subject: 739\n",
+      "Iter: 3 Subject: 737\n",
+      "--------------------------------------------------\n",
+      "Subject: 740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 736\n",
+      "Iter: 4 Subject: 737\n",
+      "Iter: 2 Subject: 739\n",
+      "--------------------------------------------------\n",
+      "Subject: 741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 736\n",
+      "Iter: 3 Subject: 739\n",
+      "--------------------------------------------------\n",
+      "Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 739\n",
+      "Iter: 1 Subject: 740\n",
+      "--------------------------------------------------\n",
+      "Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 741\n",
+      "Iter: 1 Subject: 742\n",
+      "Iter: 2 Subject: 740\n",
+      "Iter: 2 Subject: 742\n",
+      "Iter: 3 Subject: 740\n",
+      "Iter: 1 Subject: 743\n",
+      "Iter: 2 Subject: 741\n",
+      "Iter: 3 Subject: 742\n",
+      "Iter: 4 Subject: 740\n",
+      "Iter: 4 Subject: 742\n",
+      "Iter: 3 Subject: 741\n",
+      "--------------------------------------------------\n",
+      "Subject: 744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 743\n",
+      "Iter: 4 Subject: 741\n",
+      "--------------------------------------------------\n",
+      "Subject: 746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 743\n",
+      "Iter: 1 Subject: 744\n",
+      "Iter: 4 Subject: 743\n",
+      "--------------------------------------------------\n",
+      "Subject: 747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 745\n",
+      "Iter: 2 Subject: 744\n",
+      "Iter: 3 Subject: 744\n",
+      "Iter: 2 Subject: 745\n",
+      "Iter: 1 Subject: 746\n",
+      "Iter: 4 Subject: 744\n",
+      "Iter: 3 Subject: 745\n",
+      "Iter: 1 Subject: 747\n",
+      "--------------------------------------------------\n",
+      "Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 746\n",
+      "Iter: 3 Subject: 746\n",
+      "Iter: 2 Subject: 747\n",
+      "Iter: 3 Subject: 747\n",
+      "Iter: 4 Subject: 746\n",
+      "Iter: 1 Subject: 748\n",
+      "Iter: 1 Subject: 749\n",
+      "--------------------------------------------------\n",
+      "Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 747\n",
+      "Iter: 5 Subject: 747\n",
+      "Iter: 2 Subject: 748\n",
+      "Iter: 2 Subject: 749\n",
+      "--------------------------------------------------\n",
+      "Subject: 751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 750\n",
+      "Iter: 3 Subject: 748\n",
+      "Iter: 3 Subject: 749\n",
+      "Iter: 2 Subject: 750\n",
+      "Iter: 4 Subject: 748\n",
+      "Iter: 4 Subject: 749\n",
+      "Iter: 1 Subject: 751\n",
+      "Iter: 3 Subject: 750\n",
+      "Iter: 5 Subject: 748\n",
+      "--------------------------------------------------\n",
+      "Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 750\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 751\n",
+      "--------------------------------------------------\n",
+      "Subject: 754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 751\n",
+      "Iter: 1 Subject: 752\n",
+      "Iter: 4 Subject: 751\n",
+      "--------------------------------------------------\n",
+      "Subject: 755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753\n",
+      "Iter: 1 Subject: 754\n",
+      "Iter: 2 Subject: 752\n",
+      "Iter: 2 Subject: 753\n",
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+      "Iter: 3 Subject: 752\n",
+      "Iter: 1 Subject: 755\n",
+      "Iter: 3 Subject: 753\n",
+      "--------------------------------------------------\n",
+      "Subject: 756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 754\n",
+      "Iter: 4 Subject: 753\n",
+      "Iter: 2 Subject: 755\n",
+      "--------------------------------------------------\n",
+      "Subject: 757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 754\n",
+      "Iter: 3 Subject: 755\n",
+      "Iter: 1 Subject: 756\n",
+      "--------------------------------------------------\n",
+      "Subject: 758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 755\n",
+      "Iter: 1 Subject: 757\n",
+      "Iter: 2 Subject: 756\n",
+      "--------------------------------------------------\n",
+      "Subject: 759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 757\n",
+      "Iter: 3 Subject: 756\n",
+      "Iter: 4 Subject: 756\n",
+      "Iter: 3 Subject: 757\n",
+      "--------------------------------------------------\n",
+      "Subject: 760 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 758\n",
+      "Iter: 1 Subject: 759\n",
+      "Iter: 4 Subject: 757\n",
+      "Iter: 2 Subject: 758\n",
+      "--------------------------------------------------\n",
+      "Subject: 761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 760\n",
+      "Iter: 2 Subject: 759\n",
+      "Iter: 3 Subject: 758\n",
+      "--------------------------------------------------\n",
+      "Subject: 762 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 759\n",
+      "Iter: 2 Subject: 760\n",
+      "Iter: 1 Subject: 761\n",
+      "Iter: 4 Subject: 759\n",
+      "--------------------------------------------------\n",
+      "Subject: 763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 760\n",
+      "Iter: 2 Subject: 761\n",
+      "Iter: 1 Subject: 762\n",
+      "Iter: 4 Subject: 760\n",
+      "Iter: 3 Subject: 761\n",
+      "--------------------------------------------------Iter: 1 Subject: 763\n",
+      "Subject: 764 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 761\n",
+      "Iter: 2 Subject: 762\n",
+      "--------------------------------------------------\n",
+      "Subject: 765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 763\n",
+      "Iter: 3 Subject: 762\n",
+      "Iter: 3 Subject: 763\n",
+      "Iter: 1 Subject: 764\n",
+      "Iter: 4 Subject: 762\n",
+      "Iter: 4 Subject: 763\n",
+      "Iter: 2 Subject: 764\n",
+      "Iter: 1 Subject: 765\n",
+      "--------------------------------------------------\n",
+      "Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 762\n",
+      "--------------------------------------------------\n",
+      "Subject: 767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 764\n",
+      "Iter: 2 Subject: 765\n",
+      "--------------------------------------------------\n",
+      "Subject: 768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 766\n",
+      "Iter: 3 Subject: 765\n",
+      "Iter: 4 Subject: 765\n",
+      "Iter: 1 Subject: 767\n",
+      "Iter: 1 Subject: 768\n",
+      "Iter: 2 Subject: 766\n",
+      "Iter: 5 Subject: 765\n",
+      "--------------------------------------------------\n",
+      "Subject: 769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 766\n",
+      "Iter: 2 Subject: 768\n",
+      "Iter: 2 Subject: 767\n",
+      "Iter: 4 Subject: 766\n",
+      "Iter: 3 Subject: 768\n",
+      "Iter: 3 Subject: 767\n",
+      "Iter: 1 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 768\n",
+      "Iter: 4 Subject: 767\n",
+      "--------------------------------------------------\n",
+      "Subject: 771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 772 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 770\n",
+      "Iter: 3 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 771\n",
+      "Iter: 2 Subject: 770\n",
+      "Iter: 1 Subject: 772\n",
+      "Iter: 1 Subject: 773\n",
+      "Iter: 3 Subject: 770\n",
+      "Iter: 2 Subject: 771\n",
+      "Iter: 2 Subject: 772\n",
+      "--------------------------------------------------\n",
+      "Subject: 774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 771\n",
+      "Iter: 2 Subject: 773\n",
+      "Iter: 4 Subject: 771\n",
+      "Iter: 3 Subject: 772\n",
+      "Iter: 3 Subject: 773\n",
+      "--------------------------------------------------\n",
+      "Subject: 775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 774\n",
+      "Iter: 4 Subject: 773\n",
+      "Iter: 1 Subject: 775\n",
+      "Iter: 5 Subject: 773\n",
+      "Iter: 2 Subject: 774\n",
+      "Iter: 1 Subject: 776\n",
+      "Iter: 6 Subject: 773\n",
+      "Iter: 2 Subject: 775\n",
+      "Iter: 3 Subject: 774--------------------------------------------------\n",
+      "Subject: 777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 776\n",
+      "Iter: 3 Subject: 775\n",
+      "Iter: 4 Subject: 775\n",
+      "Iter: 4 Subject: 774\n",
+      "Iter: 3 Subject: 776\n",
+      "Iter: 5 Subject: 775\n",
+      "Iter: 1 Subject: 777\n",
+      "Iter: 5 Subject: 774\n",
+      "Iter: 4 Subject: 776\n",
+      "--------------------------------------------------\n",
+      "Subject: 778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 777\n",
+      "Iter: 3 Subject: 777\n",
+      "Iter: 1 Subject: 779\n",
+      "Iter: 1 Subject: 778\n",
+      "Iter: 1 Subject: 780\n",
+      "Iter: 4 Subject: 777\n",
+      "Iter: 2 Subject: 779\n",
+      "--------------------------------------------------\n",
+      "Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 780\n",
+      "Iter: 2 Subject: 778\n",
+      "Iter: 3 Subject: 779\n",
+      "Iter: 3 Subject: 780\n",
+      "Iter: 3 Subject: 778\n",
+      "Iter: 4 Subject: 779\n",
+      "Iter: 4 Subject: 780\n",
+      "--------------------------------------------------\n",
+      "Subject: 782 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 781\n",
+      "--------------------------------------------------\n",
+      "Subject: 783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 781\n",
+      "Iter: 1 Subject: 782\n",
+      "Iter: 1 Subject: 784\n",
+      "Iter: 3 Subject: 781\n",
+      "Iter: 4 Subject: 781\n",
+      "Iter: 1 Subject: 783\n",
+      "Iter: 2 Subject: 782\n",
+      "Iter: 2 Subject: 784\n",
+      "--------------------------------------------------\n",
+      "Subject: 785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 782\n",
+      "Iter: 3 Subject: 784\n",
+      "Iter: 2 Subject: 783\n",
+      "--------------------------------------------------\n",
+      "Subject: 786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 784\n",
+      "Iter: 3 Subject: 783\n",
+      "Iter: 1 Subject: 785\n",
+      "--------------------------------------------------\n",
+      "Subject: 787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 783\n",
+      "Iter: 1 Subject: 786\n",
+      "--------------------------------------------------\n",
+      "Subject: 788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 785\n",
+      "Iter: 3 Subject: 785\n",
+      "Iter: 2 Subject: 786\n",
+      "Iter: 1 Subject: 788\n",
+      "Iter: 4 Subject: 785\n",
+      "Iter: 1 Subject: 787\n",
+      "--------------------------------------------------\n",
+      "Subject: 789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 786\n",
+      "Iter: 2 Subject: 788\n",
+      "Iter: 2 Subject: 787\n",
+      "Iter: 4 Subject: 786\n",
+      "Iter: 3 Subject: 788\n",
+      "--------------------------------------------------\n",
+      "Subject: 790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 787\n",
+      "Iter: 1 Subject: 789--------------------------------------------------\n",
+      "\n",
+      "Subject: 791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 787\n",
+      "--------------------------------------------------\n",
+      "Subject: 792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 789\n",
+      "Iter: 1 Subject: 791\n",
+      "Iter: 3 Subject: 789Iter: 2 Subject: 791\n",
+      "\n",
+      "Iter: 1 Subject: 790\n",
+      "--------------------------------------------------\n",
+      "Subject: 793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 792\n",
+      "Iter: 3 Subject: 791\n",
+      "Iter: 2 Subject: 790\n",
+      "Iter: 4 Subject: 791\n",
+      "Iter: 2 Subject: 792\n",
+      "--------------------------------------------------\n",
+      "Subject: 794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 793\n",
+      "Iter: 3 Subject: 790\n",
+      "Iter: 3 Subject: 792\n",
+      "Iter: 4 Subject: 792\n",
+      "Iter: 4 Subject: 790\n",
+      "Iter: 2 Subject: 793\n",
+      "Iter: 1 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 790\n",
+      "Iter: 3 Subject: 793\n",
+      "Iter: 2 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 793\n",
+      "Iter: 3 Subject: 794\n",
+      "Iter: 1 Subject: 795\n",
+      "--------------------------------------------------\n",
+      "Subject: 797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 796\n",
+      "Iter: 2 Subject: 795\n",
+      "Iter: 3 Subject: 795\n",
+      "Iter: 2 Subject: 796\n",
+      "Iter: 1 Subject: 797\n",
+      "Iter: 1 Subject: 798\n",
+      "Iter: 2 Subject: 797\n",
+      "Iter: 4 Subject: 795\n",
+      "Iter: 3 Subject: 796\n",
+      "Iter: 2 Subject: 798\n",
+      "Iter: 3 Subject: 797\n",
+      "--------------------------------------------------\n",
+      "Subject: 799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 796Iter: 3 Subject: 798\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 800\n",
+      "Iter: 1 Subject: 802\n",
+      "Iter: 1 Subject: 801\n",
+      "Iter: 1 Subject: 799\n",
+      "Iter: 2 Subject: 800\n",
+      "Iter: 2 Subject: 802\n",
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+      "Iter: 3 Subject: 801\n",
+      "Iter: 4 Subject: 800\n",
+      "--------------------------------------------------\n",
+      "Subject: 803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 799\n",
+      "Iter: 4 Subject: 799\n",
+      "Iter: 1 Subject: 803\n",
+      "Iter: 5 Subject: 799\n",
+      "--------------------------------------------------\n",
+      "Subject: 806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 805\n",
+      "Iter: 2 Subject: 803\n",
+      "Iter: 1 Subject: 804\n",
+      "Iter: 3 Subject: 803\n",
+      "Iter: 2 Subject: 804\n",
+      "Iter: 2 Subject: 805\n",
+      "--------------------------------------------------\n",
+      "Subject: 807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 806\n",
+      "Iter: 3 Subject: 805\n",
+      "Iter: 3 Subject: 804\n",
+      "Iter: 4 Subject: 805\n",
+      "Iter: 2 Subject: 806\n",
+      "Iter: 4 Subject: 804\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Subject: 808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 807\n",
+      "Iter: 3 Subject: 806\n",
+      "Iter: 4 Subject: 806\n",
+      "Iter: 1 Subject: 808\n",
+      "--------------------------------------------------\n",
+      "Subject: 810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 807\n",
+      "Iter: 1 Subject: 809\n",
+      "Iter: 2 Subject: 808\n",
+      "Iter: 3 Subject: 807\n",
+      "Iter: 1 Subject: 810\n",
+      "Iter: 2 Subject: 809\n",
+      "Iter: 3 Subject: 808\n",
+      "Iter: 4 Subject: 807\n",
+      "Iter: 4 Subject: 808\n",
+      "Iter: 3 Subject: 809\n",
+      "--------------------------------------------------\n",
+      "Subject: 811 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 810\n",
+      "--------------------------------------------------\n",
+      "Subject: 812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 810\n",
+      "Iter: 4 Subject: 810\n",
+      "Iter: 1 Subject: 811\n",
+      "--------------------------------------------------\n",
+      "Subject: 814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 813\n",
+      "Iter: 1 Subject: 812\n",
+      "Iter: 2 Subject: 811\n",
+      "Iter: 2 Subject: 813\n",
+      "Iter: 1 Subject: 814\n",
+      "Iter: 2 Subject: 812\n",
+      "Iter: 3 Subject: 811\n",
+      "Iter: 3 Subject: 813\n",
+      "Iter: 4 Subject: 811\n",
+      "Iter: 2 Subject: 814\n",
+      "Iter: 3 Subject: 812\n",
+      "--------------------------------------------------\n",
+      "Subject: 815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 813\n",
+      "Iter: 3 Subject: 814\n",
+      "Iter: 5 Subject: 813\n",
+      "Iter: 4 Subject: 812\n",
+      "Iter: 4 Subject: 814\n",
+      "Iter: 6 Subject: 813\n",
+      "Iter: 1 Subject: 815\n",
+      "Iter: 5 Subject: 812\n",
+      "Iter: 5 Subject: 814\n",
+      "--------------------------------------------------\n",
+      "Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 6 Subject: 814\n",
+      "Iter: 2 Subject: 815\n",
+      "--------------------------------------------------\n",
+      "Subject: 818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 815\n",
+      "Iter: 1 Subject: 816\n",
+      "Iter: 4 Subject: 815\n",
+      "Iter: 1 Subject: 817\n",
+      "Iter: 1 Subject: 818\n",
+      "--------------------------------------------------\n",
+      "Subject: 819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 816\n",
+      "Iter: 2 Subject: 817\n",
+      "Iter: 2 Subject: 818\n",
+      "Iter: 1 Subject: 819\n",
+      "Iter: 3 Subject: 818\n",
+      "Iter: 3 Subject: 817Iter: 3 Subject: 816\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 816\n",
+      "Iter: 4 Subject: 818\n",
+      "Iter: 2 Subject: 819\n",
+      "--------------------------------------------------\n",
+      "Subject: 821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 819\n",
+      "Iter: 1 Subject: 821\n",
+      "Iter: 4 Subject: 819\n",
+      "Iter: 1 Subject: 822\n",
+      "Iter: 1 Subject: 820\n",
+      "--------------------------------------------------\n",
+      "Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 821\n",
+      "Iter: 2 Subject: 820\n",
+      "Iter: 2 Subject: 822\n",
+      "Iter: 3 Subject: 821\n",
+      "Iter: 3 Subject: 820\n",
+      "Iter: 3 Subject: 822\n",
+      "Iter: 1 Subject: 823\n",
+      "Iter: 4 Subject: 821\n",
+      "--------------------------------------------------\n",
+      "Subject: 824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 821\n",
+      "Iter: 4 Subject: 822\n",
+      "--------------------------------------------------\n",
+      "Subject: 825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 823\n",
+      "--------------------------------------------------\n",
+      "Subject: 826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 824\n",
+      "Iter: 3 Subject: 823\n",
+      "Iter: 2 Subject: 824\n",
+      "--------------------------------------------------\n",
+      "Subject: 827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 825\n",
+      "Iter: 3 Subject: 824\n",
+      "Iter: 1 Subject: 826\n",
+      "Iter: 2 Subject: 825\n",
+      "Iter: 4 Subject: 824\n",
+      "Iter: 2 Subject: 826\n",
+      "--------------------------------------------------\n",
+      "Subject: 828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 825\n",
+      "Iter: 1 Subject: 827\n",
+      "Iter: 3 Subject: 826\n",
+      "Iter: 4 Subject: 825\n",
+      "Iter: 1 Subject: 828\n",
+      "Iter: 2 Subject: 827\n",
+      "Iter: 5 Subject: 825\n",
+      "Iter: 4 Subject: 826\n",
+      "Iter: 3 Subject: 827\n",
+      "--------------------------------------------------\n",
+      "Subject: 829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 828\n",
+      "Iter: 4 Subject: 827\n",
+      "Iter: 3 Subject: 828\n",
+      "--------------------------------------------------\n",
+      "Subject: 831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 828\n",
+      "Iter: 1 Subject: 829\n",
+      "Iter: 1 Subject: 830\n",
+      "--------------------------------------------------\n",
+      "Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 829\n",
+      "Iter: 2 Subject: 830\n",
+      "Iter: 3 Subject: 829\n",
+      "Iter: 3 Subject: 830\n",
+      "Iter: 1 Subject: 831\n",
+      "--------------------------------------------------\n",
+      "Subject: 833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 832\n",
+      "Iter: 4 Subject: 830\n",
+      "--------------------------------------------------\n",
+      "Subject: 834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 831\n",
+      "Iter: 2 Subject: 832\n",
+      "Iter: 3 Subject: 832\n",
+      "Iter: 3 Subject: 831\n",
+      "Iter: 1 Subject: 833\n",
+      "--------------------------------------------------\n",
+      "Subject: 835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 834\n",
+      "Iter: 4 Subject: 832\n",
+      "--------------------------------------------------\n",
+      "Subject: 836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 834\n",
+      "Iter: 2 Subject: 833\n",
+      "Iter: 3 Subject: 834\n",
+      "Iter: 3 Subject: 833\n",
+      "Iter: 1 Subject: 835\n",
+      "--------------------------------------------------\n",
+      "Subject: 837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 836\n",
+      "Iter: 2 Subject: 835\n",
+      "Iter: 2 Subject: 836\n",
+      "Iter: 1 Subject: 837\n",
+      "Iter: 3 Subject: 835\n",
+      "Iter: 1 Subject: 838\n",
+      "Iter: 3 Subject: 836\n",
+      "Iter: 4 Subject: 835\n",
+      "Iter: 2 Subject: 837\n",
+      "Iter: 4 Subject: 836\n",
+      "Iter: 2 Subject: 838\n",
+      "--------------------------------------------------\n",
+      "Subject: 839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 837\n",
+      "--------------------------------------------------\n",
+      "Subject: 840 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 838\n",
+      "Iter: 4 Subject: 837\n",
+      "Iter: 4 Subject: 838\n",
+      "Iter: 5 Subject: 838\n",
+      "Iter: 1 Subject: 839\n",
+      "Iter: 5 Subject: 837\n",
+      "Iter: 1 Subject: 840\n",
+      "--------------------------------------------------\n",
+      "Subject: 841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 839\n",
+      "Iter: 2 Subject: 840\n",
+      "Iter: 3 Subject: 839\n",
+      "Iter: 3 Subject: 840\n",
+      "Iter: 1 Subject: 842\n",
+      "--------------------------------------------------\n",
+      "Subject: 843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 840\n",
+      "Iter: 1 Subject: 841\n",
+      "Iter: 5 Subject: 840Iter: 2 Subject: 842\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 843\n",
+      "Iter: 3 Subject: 842\n",
+      "Iter: 2 Subject: 841\n",
+      "Iter: 2 Subject: 843\n",
+      "Iter: 4 Subject: 842\n",
+      "Iter: 1 Subject: 844\n",
+      "Iter: 5 Subject: 842\n",
+      "Iter: 3 Subject: 843\n",
+      "Iter: 3 Subject: 841\n",
+      "Iter: 6 Subject: 842\n",
+      "Iter: 4 Subject: 843\n",
+      "Iter: 2 Subject: 844\n",
+      "Iter: 4 Subject: 841\n",
+      "--------------------------------------------------\n",
+      "Subject: 845 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 843\n",
+      "Iter: 3 Subject: 844--------------------------------------------------\n",
+      "Subject: 846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 844\n",
+      "Iter: 1 Subject: 845\n",
+      "--------------------------------------------------\n",
+      "Subject: 848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 847\n",
+      "Iter: 2 Subject: 845\n",
+      "Iter: 1 Subject: 846\n",
+      "Iter: 2 Subject: 847\n",
+      "Iter: 3 Subject: 845\n",
+      "Iter: 1 Subject: 848\n",
+      "Iter: 3 Subject: 847\n",
+      "Iter: 2 Subject: 846\n",
+      "Iter: 4 Subject: 845\n",
+      "Iter: 4 Subject: 847\n",
+      "--------------------------------------------------\n",
+      "Subject: 849 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 848\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 847\n",
+      "Iter: 3 Subject: 846\n",
+      "--------------------------------------------------\n",
+      "Subject: 850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 848\n",
+      "Iter: 4 Subject: 846\n",
+      "Iter: 1 Subject: 849\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 848\n",
+      "--------------------------------------------------\n",
+      "Subject: 851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 850\n",
+      "Iter: 5 Subject: 848\n",
+      "Iter: 2 Subject: 849\n",
+      "--------------------------------------------------\n",
+      "Subject: 852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 850\n",
+      "Iter: 3 Subject: 849\n",
+      "Iter: 1 Subject: 851\n",
+      "Iter: 3 Subject: 850\n",
+      "Iter: 4 Subject: 849\n",
+      "Iter: 4 Subject: 850\n",
+      "Iter: 2 Subject: 851\n",
+      "--------------------------------------------------\n",
+      "Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 852\n",
+      "Iter: 3 Subject: 851\n",
+      "Iter: 2 Subject: 852\n",
+      "Iter: 4 Subject: 851\n",
+      "Iter: 1 Subject: 853\n",
+      "--------------------------------------------------\n",
+      "Subject: 855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 852\n",
+      "Iter: 1 Subject: 854\n",
+      "Iter: 2 Subject: 853\n",
+      "Iter: 4 Subject: 852\n",
+      "Iter: 1 Subject: 855\n",
+      "Iter: 3 Subject: 853\n",
+      "Iter: 5 Subject: 852\n",
+      "Iter: 2 Subject: 854\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 853Subject: 856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 855\n",
+      "Iter: 3 Subject: 854\n",
+      "--------------------------------------------------\n",
+      "Subject: 857 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 855\n",
+      "Iter: 4 Subject: 855\n",
+      "Iter: 4 Subject: 854\n",
+      "Iter: 1 Subject: 856\n",
+      "--------------------------------------------------\n",
+      "Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 857\n",
+      "Iter: 2 Subject: 856\n",
+      "Iter: 1 Subject: 859\n",
+      "Iter: 2 Subject: 857\n",
+      "Iter: 3 Subject: 856\n",
+      "Iter: 1 Subject: 858\n",
+      "Iter: 4 Subject: 856\n",
+      "Iter: 2 Subject: 859\n",
+      "Iter: 3 Subject: 857\n",
+      "Iter: 2 Subject: 858\n",
+      "Iter: 5 Subject: 856\n",
+      "Iter: 3 Subject: 859\n",
+      "Iter: 4 Subject: 857\n",
+      "--------------------------------------------------\n",
+      "Subject: 860 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 859\n",
+      "Iter: 3 Subject: 858\n",
+      "--------------------------------------------------\n",
+      "Subject: 861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 857\n",
+      "Iter: 4 Subject: 858\n",
+      "--------------------------------------------------\n",
+      "Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 860\n",
+      "Iter: 2 Subject: 860\n",
+      "Iter: 1 Subject: 861\n",
+      "Iter: 1 Subject: 863\n",
+      "Iter: 3 Subject: 860\n",
+      "Iter: 1 Subject: 862\n",
+      "Iter: 4 Subject: 860\n",
+      "Iter: 2 Subject: 861\n",
+      "Iter: 2 Subject: 863\n",
+      "--------------------------------------------------\n",
+      "Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 861\n",
+      "Iter: 2 Subject: 862\n",
+      "Iter: 3 Subject: 863\n",
+      "Iter: 4 Subject: 861\n",
+      "Iter: 3 Subject: 862\n",
+      "--------------------------------------------------\n",
+      "Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 864\n",
+      "Iter: 4 Subject: 862\n",
+      "--------------------------------------------------\n",
+      "Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 864\n",
+      "Iter: 1 Subject: 865\n",
+      "Iter: 1 Subject: 866\n",
+      "Iter: 3 Subject: 864\n",
+      "Iter: 2 Subject: 865\n",
+      "Iter: 4 Subject: 864\n",
+      "Iter: 5 Subject: 864\n",
+      "Iter: 2 Subject: 866\n",
+      "Iter: 1 Subject: 867\n",
+      "Iter: 3 Subject: 865\n",
+      "--------------------------------------------------\n",
+      "Subject: 868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 865\n",
+      "Iter: 2 Subject: 867\n",
+      "Iter: 3 Subject: 866\n",
+      "Iter: 5 Subject: 865\n",
+      "Iter: 1 Subject: 868\n",
+      "--------------------------------------------------\n",
+      "Subject: 869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 866\n",
+      "Iter: 3 Subject: 867\n",
+      "Iter: 5 Subject: 866\n",
+      "Iter: 4 Subject: 867\n",
+      "Iter: 2 Subject: 868\n",
+      "Iter: 1 Subject: 869\n",
+      "--------------------------------------------------\n",
+      "Subject: 870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 868Iter: 2 Subject: 869\n",
+      "\n",
+      "Iter: 3 Subject: 869\n",
+      "Iter: 1 Subject: 871\n",
+      "Iter: 4 Subject: 868\n",
+      "Iter: 1 Subject: 870\n",
+      "Iter: 4 Subject: 869\n",
+      "Iter: 2 Subject: 871\n",
+      "Iter: 5 Subject: 868\n",
+      "--------------------------------------------------\n",
+      "Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 870\n",
+      "Iter: 3 Subject: 871\n",
+      "--------------------------------------------------\n",
+      "Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 871\n",
+      "Iter: 3 Subject: 870\n",
+      "--------------------------------------------------\n",
+      "Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 872\n",
+      "Iter: 4 Subject: 870\n",
+      "Iter: 1 Subject: 873\n",
+      "--------------------------------------------------\n",
+      "Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 872\n",
+      "Iter: 1 Subject: 874\n",
+      "Iter: 3 Subject: 872\n",
+      "Iter: 2 Subject: 873\n",
+      "Iter: 2 Subject: 874\n",
+      "Iter: 4 Subject: 872\n",
+      "Iter: 3 Subject: 873\n",
+      "Iter: 1 Subject: 875\n",
+      "--------------------------------------------------\n",
+      "Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 874\n",
+      "Iter: 4 Subject: 873\n",
+      "Iter: 4 Subject: 874\n",
+      "--------------------------------------------------\n",
+      "Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 875\n",
+      "Iter: 5 Subject: 874\n",
+      "Iter: 1 Subject: 876\n",
+      "Iter: 3 Subject: 875\n",
+      "--------------------------------------------------\n",
+      "Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 875\n",
+      "Iter: 5 Subject: 875\n",
+      "Iter: 1 Subject: 877\n",
+      "Iter: 2 Subject: 876\n",
+      "--------------------------------------------------\n",
+      "Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 878\n",
+      "Iter: 3 Subject: 876\n",
+      "Iter: 2 Subject: 877\n",
+      "Iter: 2 Subject: 878\n",
+      "Iter: 4 Subject: 876\n",
+      "Iter: 3 Subject: 878Iter: 3 Subject: 877\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 877\n",
+      "Iter: 1 Subject: 879Iter: 5 Subject: 876\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 880\n",
+      "Iter: 2 Subject: 879\n",
+      "--------------------------------------------------\n",
+      "Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 880\n",
+      "Iter: 1 Subject: 881\n",
+      "Iter: 3 Subject: 880\n",
+      "Iter: 2 Subject: 881\n",
+      "Iter: 1 Subject: 882\n",
+      "--------------------------------------------------\n",
+      "Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 883\n",
+      "Iter: 3 Subject: 881\n",
+      "Iter: 2 Subject: 883\n",
+      "Iter: 2 Subject: 882\n",
+      "Iter: 4 Subject: 881\n",
+      "Iter: 1 Subject: 884\n",
+      "Iter: 3 Subject: 883\n",
+      "--------------------------------------------------\n",
+      "Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 882\n",
+      "Iter: 2 Subject: 884\n",
+      "Iter: 1 Subject: 885\n",
+      "Iter: 4 Subject: 882\n",
+      "Iter: 3 Subject: 884\n",
+      "Iter: 2 Subject: 885\n",
+      "Iter: 5 Subject: 882\n",
+      "Iter: 1 Subject: 886\n",
+      "--------------------------------------------------\n",
+      "Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 885\n",
+      "Iter: 4 Subject: 884\n",
+      "Iter: 2 Subject: 886\n",
+      "--------------------------------------------------\n",
+      "Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 885\n",
+      "--------------------------------------------------\n",
+      "Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 887\n",
+      "Iter: 3 Subject: 886\n",
+      "Iter: 2 Subject: 887\n",
+      "Iter: 4 Subject: 886\n",
+      "Iter: 1 Subject: 888\n",
+      "--------------------------------------------------\n",
+      "Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 887\n",
+      "--------------------------------------------------\n",
+      "Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 889\n",
+      "Iter: 2 Subject: 888\n",
+      "Iter: 1 Subject: 890\n",
+      "Iter: 2 Subject: 889\n",
+      "Iter: 3 Subject: 888\n",
+      "Iter: 2 Subject: 890\n",
+      "Iter: 1 Subject: 891\n",
+      "Iter: 4 Subject: 888\n",
+      "Iter: 3 Subject: 889\n",
+      "Iter: 2 Subject: 891\n",
+      "Iter: 3 Subject: 890\n",
+      "--------------------------------------------------\n",
+      "Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 889\n",
+      "--------------------------------------------------\n",
+      "Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 891\n",
+      "Iter: 5 Subject: 889\n",
+      "--------------------------------------------------\n",
+      "Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 894\n",
+      "Iter: 1 Subject: 892\n",
+      "Iter: 1 Subject: 893\n",
+      "Iter: 1 Subject: 895\n",
+      "Iter: 2 Subject: 894\n",
+      "Iter: 2 Subject: 892\n",
+      "Iter: 2 Subject: 895\n",
+      "Iter: 3 Subject: 894\n",
+      "Iter: 2 Subject: 893\n",
+      "Iter: 3 Subject: 892\n",
+      "Iter: 3 Subject: 895\n",
+      "Iter: 3 Subject: 893\n",
+      "Iter: 4 Subject: 894\n",
+      "Iter: 4 Subject: 895Iter: 4 Subject: 892\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 896\n",
+      "Iter: 1 Subject: 899\n",
+      "Iter: 1 Subject: 897\n",
+      "Iter: 1 Subject: 898\n",
+      "Iter: 2 Subject: 896\n",
+      "Iter: 2 Subject: 897\n",
+      "Iter: 3 Subject: 896\n",
+      "Iter: 2 Subject: 899\n",
+      "Iter: 3 Subject: 897\n",
+      "Iter: 2 Subject: 898\n",
+      "--------------------------------------------------\n",
+      "Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 899\n",
+      "--------------------------------------------------\n",
+      "Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 899\n",
+      "Iter: 3 Subject: 898\n",
+      "Iter: 1 Subject: 900\n",
+      "--------------------------------------------------\n",
+      "Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 898\n",
+      "Iter: 2 Subject: 900\n",
+      "Iter: 1 Subject: 901\n",
+      "Iter: 5 Subject: 898\n",
+      "Iter: 1 Subject: 902\n",
+      "--------------------------------------------------\n",
+      "Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 900\n",
+      "Iter: 2 Subject: 901\n",
+      "--------------------------------------------------\n",
+      "Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 902\n",
+      "Iter: 3 Subject: 901\n",
+      "Iter: 4 Subject: 901\n",
+      "Iter: 3 Subject: 902\n",
+      "Iter: 1 Subject: 903\n",
+      "--------------------------------------------------\n",
+      "Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 904\n",
+      "Iter: 2 Subject: 904\n",
+      "Iter: 2 Subject: 903\n",
+      "Iter: 1 Subject: 906\n",
+      "Iter: 3 Subject: 904\n",
+      "Iter: 3 Subject: 903Iter: 1 Subject: 905\n",
+      "\n",
+      "Iter: 4 Subject: 904\n",
+      "Iter: 2 Subject: 906\n",
+      "Iter: 4 Subject: 903\n",
+      "--------------------------------------------------\n",
+      "Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905\n",
+      "--------------------------------------------------\n",
+      "Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906\n",
+      "Iter: 3 Subject: 905\n",
+      "Iter: 4 Subject: 906\n",
+      "--------------------------------------------------\n",
+      "Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907\n",
+      "Iter: 4 Subject: 905\n",
+      "Iter: 1 Subject: 908\n",
+      "--------------------------------------------------\n",
+      "Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907\n",
+      "Iter: 3 Subject: 907\n",
+      "Iter: 2 Subject: 908\n",
+      "Iter: 1 Subject: 909\n",
+      "Iter: 1 Subject: 910\n",
+      "Iter: 4 Subject: 907\n",
+      "Iter: 3 Subject: 908\n",
+      "Iter: 2 Subject: 909\n",
+      "Iter: 5 Subject: 907\n",
+      "Iter: 2 Subject: 910\n",
+      "--------------------------------------------------\n",
+      "Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909\n",
+      "Iter: 3 Subject: 910\n",
+      "--------------------------------------------------\n",
+      "Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 912\n",
+      "Iter: 1 Subject: 911\n",
+      "Iter: 2 Subject: 912\n",
+      "Iter: 1 Subject: 914\n",
+      "Iter: 1 Subject: 913\n",
+      "Iter: 3 Subject: 912\n",
+      "Iter: 2 Subject: 911Iter: 2 Subject: 914\n",
+      "\n",
+      "Iter: 4 Subject: 912\n",
+      "Iter: 2 Subject: 913\n",
+      "--------------------------------------------------\n",
+      "Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 911\n",
+      "Iter: 3 Subject: 914\n",
+      "Iter: 3 Subject: 913\n",
+      "Iter: 4 Subject: 914\n",
+      "Iter: 4 Subject: 911\n",
+      "--------------------------------------------------\n",
+      "Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 915\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 913\n",
+      "--------------------------------------------------\n",
+      "Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 913\n",
+      "Iter: 2 Subject: 915\n",
+      "--------------------------------------------------\n",
+      "Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 916\n",
+      "Iter: 3 Subject: 915\n",
+      "Iter: 1 Subject: 917\n",
+      "Iter: 2 Subject: 916\n",
+      "--------------------------------------------------\n",
+      "Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 917\n",
+      "Iter: 3 Subject: 916\n",
+      "Iter: 1 Subject: 918\n",
+      "Iter: 1 Subject: 919\n",
+      "Iter: 4 Subject: 916\n",
+      "Iter: 3 Subject: 917\n",
+      "Iter: 2 Subject: 918\n",
+      "Iter: 5 Subject: 916\n",
+      "Iter: 2 Subject: 919\n",
+      "Iter: 3 Subject: 918\n",
+      "Iter: 4 Subject: 917\n",
+      "--------------------------------------------------\n",
+      "Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 919\n",
+      "--------------------------------------------------\n",
+      "Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 919\n",
+      "Iter: 1 Subject: 920\n",
+      "--------------------------------------------------\n",
+      "Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 921\n",
+      "Iter: 1 Subject: 922\n",
+      "Iter: 2 Subject: 920\n",
+      "Iter: 2 Subject: 921\n",
+      "Iter: 1 Subject: 923\n",
+      "Iter: 3 Subject: 920\n",
+      "Iter: 3 Subject: 921\n",
+      "Iter: 2 Subject: 922\n",
+      "Iter: 4 Subject: 920--------------------------------------------------\n",
+      "Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 923\n",
+      "--------------------------------------------------\n",
+      "Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 922\n",
+      "Iter: 3 Subject: 923\n",
+      "Iter: 4 Subject: 923\n",
+      "Iter: 4 Subject: 922\n",
+      "Iter: 1 Subject: 924\n",
+      "Iter: 1 Subject: 925\n",
+      "--------------------------------------------------\n",
+      "Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924\n",
+      "Iter: 2 Subject: 925\n",
+      "Iter: 3 Subject: 924\n",
+      "--------------------------------------------------\n",
+      "Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 926\n",
+      "Iter: 4 Subject: 924\n",
+      "--------------------------------------------------\n",
+      "Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 927\n",
+      "Iter: 2 Subject: 926\n",
+      "Iter: 1 Subject: 928\n",
+      "Iter: 3 Subject: 926\n",
+      "Iter: 2 Subject: 927\n",
+      "Iter: 2 Subject: 928\n",
+      "--------------------------------------------------\n",
+      "Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 929\n",
+      "Iter: 3 Subject: 928\n",
+      "Iter: 3 Subject: 927\n",
+      "Iter: 4 Subject: 928\n",
+      "Iter: 2 Subject: 929\n",
+      "--------------------------------------------------\n",
+      "Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 927\n",
+      "Iter: 1 Subject: 930\n",
+      "Iter: 3 Subject: 929\n",
+      "Iter: 5 Subject: 927\n",
+      "Iter: 4 Subject: 929\n",
+      "--------------------------------------------------\n",
+      "Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930\n",
+      "--------------------------------------------------\n",
+      "Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 931\n",
+      "Iter: 3 Subject: 930\n",
+      "Iter: 2 Subject: 931\n",
+      "Iter: 4 Subject: 930\n",
+      "Iter: 1 Subject: 932\n",
+      "Iter: 3 Subject: 931\n",
+      "--------------------------------------------------\n",
+      "Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 933\n",
+      "Iter: 4 Subject: 931\n",
+      "--------------------------------------------------\n",
+      "Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 932\n",
+      "Iter: 2 Subject: 933\n",
+      "Iter: 3 Subject: 933\n",
+      "Iter: 1 Subject: 935\n",
+      "Iter: 3 Subject: 932\n",
+      "Iter: 1 Subject: 934\n",
+      "Iter: 4 Subject: 933\n",
+      "--------------------------------------------------\n",
+      "Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 935\n",
+      "Iter: 2 Subject: 934\n",
+      "Iter: 3 Subject: 935\n",
+      "--------------------------------------------------\n",
+      "Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 934\n",
+      "Iter: 1 Subject: 936\n",
+      "Iter: 1 Subject: 937\n",
+      "Iter: 4 Subject: 934\n",
+      "--------------------------------------------------\n",
+      "Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 936\n",
+      "Iter: 1 Subject: 938\n",
+      "Iter: 2 Subject: 937\n",
+      "Iter: 3 Subject: 936\n",
+      "Iter: 2 Subject: 938\n",
+      "Iter: 1 Subject: 939\n",
+      "Iter: 3 Subject: 937\n",
+      "Iter: 4 Subject: 936\n",
+      "Iter: 3 Subject: 938\n",
+      "Iter: 2 Subject: 939\n",
+      "Iter: 4 Subject: 937\n",
+      "Iter: 5 Subject: 936\n",
+      "Iter: 4 Subject: 938--------------------------------------------------\n",
+      "Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 939\n",
+      "\n",
+      "\n",
+      "Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 941\n",
+      "Iter: 1 Subject: 940\n",
+      "Iter: 1 Subject: 942\n",
+      "Iter: 1 Subject: 943\n",
+      "Iter: 2 Subject: 942\n",
+      "Iter: 2 Subject: 941Iter: 2 Subject: 940\n",
+      "Iter: 2 Subject: 943\n",
+      "\n",
+      "Iter: 3 Subject: 942\n",
+      "Iter: 3 Subject: 941\n",
+      "Iter: 3 Subject: 940\n",
+      "Iter: 3 Subject: 943\n",
+      "--------------------------------------------------\n",
+      "Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 941\n",
+      "--------------------------------------------------\n",
+      "Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 940\n",
+      "Iter: 5 Subject: 941\n",
+      "--------------------------------------------------\n",
+      "Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 944\n",
+      "Iter: 1 Subject: 945\n",
+      "Iter: 2 Subject: 944\n",
+      "Iter: 2 Subject: 945\n",
+      "Iter: 1 Subject: 946\n",
+      "Iter: 3 Subject: 944\n",
+      "Iter: 1 Subject: 947\n",
+      "Iter: 3 Subject: 945\n",
+      "Iter: 4 Subject: 944\n",
+      "Iter: 2 Subject: 947\n",
+      "Iter: 2 Subject: 946\n",
+      "--------------------------------------------------\n",
+      "Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 945\n",
+      "--------------------------------------------------\n",
+      "Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 947\n",
+      "Iter: 3 Subject: 946\n",
+      "Iter: 4 Subject: 947\n",
+      "Iter: 1 Subject: 949\n",
+      "Iter: 1 Subject: 948\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 946\n",
+      "--------------------------------------------------\n",
+      "Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949\n",
+      "Iter: 2 Subject: 948\n",
+      "Iter: 3 Subject: 949\n",
+      "Iter: 1 Subject: 950\n",
+      "Iter: 3 Subject: 948\n",
+      "Iter: 1 Subject: 951\n",
+      "--------------------------------------------------\n",
+      "Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 950\n",
+      "Iter: 2 Subject: 951\n",
+      "Iter: 3 Subject: 950\n",
+      "Iter: 1 Subject: 952\n",
+      "Iter: 3 Subject: 951\n",
+      "Iter: 1 Subject: 953\n",
+      "Iter: 4 Subject: 950\n",
+      "--------------------------------------------------\n",
+      "Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 952\n",
+      "Iter: 5 Subject: 950\n",
+      "Iter: 2 Subject: 953\n",
+      "--------------------------------------------------\n",
+      "Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 952\n",
+      "Iter: 1 Subject: 954\n",
+      "Iter: 3 Subject: 953\n",
+      "Iter: 4 Subject: 952\n",
+      "--------------------------------------------------\n",
+      "Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 954\n",
+      "Iter: 1 Subject: 955\n",
+      "Iter: 3 Subject: 954\n",
+      "Iter: 1 Subject: 957\n",
+      "Iter: 1 Subject: 956\n",
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+      "Iter: 3 Subject: 955\n",
+      "Iter: 5 Subject: 954\n",
+      "Iter: 2 Subject: 956\n",
+      "--------------------------------------------------\n",
+      "Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 957\n",
+      "Iter: 4 Subject: 955\n",
+      "Iter: 3 Subject: 956\n",
+      "--------------------------------------------------\n",
+      "Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 958\n",
+      "Iter: 4 Subject: 956\n",
+      "Iter: 5 Subject: 956\n",
+      "Iter: 2 Subject: 958\n",
+      "Iter: 1 Subject: 959--------------------------------------------------\n",
+      "\n",
+      "Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 960\n",
+      "Iter: 3 Subject: 958\n",
+      "Iter: 2 Subject: 960\n",
+      "--------------------------------------------------\n",
+      "Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 959\n",
+      "Iter: 3 Subject: 960\n",
+      "Iter: 3 Subject: 959\n",
+      "--------------------------------------------------\n",
+      "Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 961\n",
+      "Iter: 4 Subject: 959\n",
+      "Iter: 1 Subject: 962\n",
+      "--------------------------------------------------\n",
+      "Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 961\n",
+      "Iter: 1 Subject: 963\n",
+      "Iter: 2 Subject: 962\n",
+      "Iter: 1 Subject: 964\n",
+      "Iter: 3 Subject: 961\n",
+      "Iter: 2 Subject: 963\n",
+      "Iter: 3 Subject: 962\n",
+      "Iter: 2 Subject: 964\n",
+      "Iter: 3 Subject: 963\n",
+      "Iter: 4 Subject: 961\n",
+      "Iter: 4 Subject: 962\n",
+      "--------------------------------------------------\n",
+      "Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 964\n",
+      "Iter: 4 Subject: 963\n",
+      "Iter: 5 Subject: 962\n",
+      "Iter: 4 Subject: 964\n",
+      "--------------------------------------------------\n",
+      "Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 5 Subject: 963\n",
+      "--------------------------------------------------\n",
+      "Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 965\n",
+      "Iter: 6 Subject: 963\n",
+      "--------------------------------------------------\n",
+      "Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 965\n",
+      "Iter: 1 Subject: 966\n",
+      "Iter: 1 Subject: 967\n",
+      "Iter: 3 Subject: 965\n",
+      "--------------------------------------------------\n",
+      "Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 966\n",
+      "Iter: 1 Subject: 968\n",
+      "Iter: 2 Subject: 967\n",
+      "Iter: 3 Subject: 966\n",
+      "Iter: 1 Subject: 969\n",
+      "Iter: 3 Subject: 967\n",
+      "Iter: 4 Subject: 966Iter: 2 Subject: 968\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 968\n",
+      "Iter: 4 Subject: 967\n",
+      "Iter: 2 Subject: 969\n",
+      "--------------------------------------------------\n",
+      "Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 969\n",
+      "Iter: 4 Subject: 969\n",
+      "Iter: 1 Subject: 970\n",
+      "Iter: 1 Subject: 971\n",
+      "--------------------------------------------------\n",
+      "Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 972\n",
+      "Iter: 2 Subject: 970\n",
+      "Iter: 2 Subject: 971\n",
+      "Iter: 2 Subject: 972\n",
+      "Iter: 3 Subject: 970\n",
+      "Iter: 1 Subject: 973\n",
+      "Iter: 3 Subject: 972\n",
+      "Iter: 3 Subject: 971\n",
+      "Iter: 4 Subject: 970\n",
+      "Iter: 4 Subject: 971\n",
+      "Iter: 4 Subject: 972\n",
+      "Iter: 2 Subject: 973\n",
+      "--------------------------------------------------\n",
+      "Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 973\n",
+      "--------------------------------------------------\n",
+      "Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 976\n",
+      "Iter: 1 Subject: 977\n",
+      "Iter: 1 Subject: 974\n",
+      "Iter: 2 Subject: 977\n",
+      "Iter: 1 Subject: 975\n",
+      "Iter: 2 Subject: 976\n",
+      "Iter: 3 Subject: 977\n",
+      "Iter: 2 Subject: 974\n",
+      "Iter: 3 Subject: 976\n",
+      "Iter: 2 Subject: 975\n",
+      "--------------------------------------------------\n",
+      "Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 974\n",
+      "Iter: 3 Subject: 975\n",
+      "--------------------------------------------------\n",
+      "Subject: 980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 978\n",
+      "Iter: 4 Subject: 975\n",
+      "Iter: 1 Subject: 979\n",
+      "Iter: 2 Subject: 978Iter: 5 Subject: 975\n",
+      "\n",
+      "Iter: 1 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 979\n",
+      "Iter: 3 Subject: 978\n",
+      "Iter: 2 Subject: 980\n",
+      "Iter: 4 Subject: 978\n",
+      "Iter: 3 Subject: 979\n",
+      "Iter: 3 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 981\n",
+      "Iter: 4 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 981\n",
+      "Iter: 1 Subject: 982\n",
+      "Iter: 1 Subject: 983\n",
+      "Iter: 3 Subject: 981\n",
+      "Iter: 2 Subject: 982Iter: 1 Subject: 984\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 982\n",
+      "Iter: 2 Subject: 983\n",
+      "Iter: 2 Subject: 984\n",
+      "--------------------------------------------------\n",
+      "Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 984\n",
+      "Iter: 3 Subject: 983\n",
+      "--------------------------------------------------\n",
+      "Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 985\n",
+      "--------------------------------------------------\n",
+      "Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 985\n",
+      "Iter: 1 Subject: 986\n",
+      "Iter: 1 Subject: 987\n",
+      "Iter: 1 Subject: 988\n",
+      "Iter: 3 Subject: 985\n",
+      "Iter: 2 Subject: 988\n",
+      "Iter: 2 Subject: 986\n",
+      "Iter: 2 Subject: 987\n",
+      "Iter: 4 Subject: 985\n",
+      "Iter: 3 Subject: 988\n",
+      "Iter: 3 Subject: 986\n",
+      "Iter: 3 Subject: 987\n",
+      "--------------------------------------------------\n",
+      "Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 988\n",
+      "Iter: 4 Subject: 986\n",
+      "--------------------------------------------------\n",
+      "Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 989\n",
+      "Iter: 1 Subject: 990\n",
+      "Iter: 1 Subject: 992\n",
+      "Iter: 2 Subject: 989\n",
+      "Iter: 2 Subject: 990\n",
+      "Iter: 2 Subject: 992\n",
+      "Iter: 1 Subject: 991\n",
+      "Iter: 3 Subject: 989\n",
+      "Iter: 3 Subject: 990\n",
+      "Iter: 3 Subject: 992\n",
+      "Iter: 2 Subject: 991\n",
+      "Iter: 4 Subject: 989\n",
+      "Iter: 4 Subject: 990\n",
+      "Iter: 4 Subject: 992\n",
+      "--------------------------------------------------\n",
+      "Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 991\n",
+      "--------------------------------------------------\n",
+      "Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 994\n",
+      "Iter: 1 Subject: 993\n",
+      "Iter: 2 Subject: 994\n",
+      "Iter: 1 Subject: 996\n",
+      "Iter: 1 Subject: 995Iter: 2 Subject: 993\n",
+      "\n",
+      "Iter: 3 Subject: 994\n",
+      "Iter: 3 Subject: 993\n",
+      "Iter: 2 Subject: 996\n",
+      "Iter: 4 Subject: 994\n",
+      "Iter: 4 Subject: 993Iter: 2 Subject: 995\n",
+      "\n",
+      "Iter: 3 Subject: 996\n",
+      "--------------------------------------------------\n",
+      "Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 995\n",
+      "Iter: 4 Subject: 996\n",
+      "--------------------------------------------------\n",
+      "Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 997\n",
+      "Iter: 1 Subject: 998\n",
+      "Iter: 2 Subject: 997\n",
+      "Iter: 1 Subject: 999\n",
+      "Iter: 3 Subject: 997\n",
+      "Iter: 2 Subject: 998\n",
+      "Iter: 4 Subject: 997\n",
+      "Iter: 2 Subject: 999\n",
+      "Iter: 3 Subject: 998\n",
+      "Iter: 3 Subject: 999\n",
+      "Iter: 4 Subject: 998\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish\n"
+     ]
     }
    ],
    "source": [
-    "df1"
+    "# Run Mixer Function\n",
+    "if __name__ == '__main__':\n",
+    "    result2, pValues2 = Mixture.Mixture(X, Y , cores, iters, output)"
    ]
   }
  ],
diff --git a/cellines.ipynb b/cellines.ipynb
index 48e9079..8046d27 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -39,7 +39,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import Mixture"
+    "import Mixture\n",
+    "import Mixture.Utils as mut"
    ]
   },
   {
@@ -240,7 +241,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -249,7 +250,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -259,7 +260,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -268,7 +269,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -278,7 +279,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -287,30 +288,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ValueError",
-     "evalue": "cannot insert Gene symbol, already exists",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-10-fcc4bd41382e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdfcellines_exp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Gene symbol'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, loc, column, value, allow_duplicates)\u001b[0m\n\u001b[1;32m   3574\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_ensure_valid_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3575\u001b[0m         \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sanitize_column\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcolumn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbroadcast\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3576\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mallow_duplicates\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mallow_duplicates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3577\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3578\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0massign\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, loc, item, value, allow_duplicates)\u001b[0m\n\u001b[1;32m   1171\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mallow_duplicates\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mitem\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1172\u001b[0m             \u001b[0;31m# Should this be a different kind of error??\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1173\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"cannot insert {}, already exists\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1174\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1175\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mValueError\u001b[0m: cannot insert Gene symbol, already exists"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "dfcellines_exp.insert(0, 'Gene symbol', df[2][0])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -319,411 +306,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
     "cores = 4\n",
     "iters = 1000\n",
-    "output = 'outputCellines'"
+    "output = 'outputCellines_TIL10'"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
-    "X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "<style scoped>\n",
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-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>906826</th>\n",
-       "      <th>687983</th>\n",
-       "      <th>910927</th>\n",
-       "      <th>1240138</th>\n",
-       "      <th>1240139</th>\n",
-       "      <th>906792</th>\n",
-       "      <th>910688</th>\n",
-       "      <th>1240135</th>\n",
-       "      <th>1290812</th>\n",
-       "      <th>...</th>\n",
-       "      <th>753584</th>\n",
-       "      <th>907044</th>\n",
-       "      <th>998184</th>\n",
-       "      <th>908145</th>\n",
-       "      <th>1659787</th>\n",
-       "      <th>1298157</th>\n",
-       "      <th>1480372</th>\n",
-       "      <th>1298533</th>\n",
-       "      <th>930299</th>\n",
-       "      <th>905954.1</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td>0</td>\n",
-       "      <td>TSPAN6</td>\n",
-       "      <td>198.366304</td>\n",
-       "      <td>187.230436</td>\n",
-       "      <td>419.444908</td>\n",
-       "      <td>222.419924</td>\n",
-       "      <td>212.198047</td>\n",
-       "      <td>134.786621</td>\n",
-       "      <td>9.748621</td>\n",
-       "      <td>124.638529</td>\n",
-       "      <td>61.522661</td>\n",
-       "      <td>...</td>\n",
-       "      <td>137.724074</td>\n",
-       "      <td>9.425070</td>\n",
-       "      <td>8.218597</td>\n",
-       "      <td>331.582284</td>\n",
-       "      <td>122.121882</td>\n",
-       "      <td>347.682936</td>\n",
-       "      <td>343.203766</td>\n",
-       "      <td>272.338050</td>\n",
-       "      <td>8.647798</td>\n",
-       "      <td>142.333051</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1</td>\n",
-       "      <td>TNMD</td>\n",
-       "      <td>7.806009</td>\n",
-       "      <td>6.857659</td>\n",
-       "      <td>6.248491</td>\n",
-       "      <td>7.051465</td>\n",
-       "      <td>7.769056</td>\n",
-       "      <td>7.411045</td>\n",
-       "      <td>7.101891</td>\n",
-       "      <td>7.334766</td>\n",
-       "      <td>6.439167</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.958841</td>\n",
-       "      <td>6.704533</td>\n",
-       "      <td>7.870230</td>\n",
-       "      <td>7.222767</td>\n",
-       "      <td>6.158717</td>\n",
-       "      <td>6.230190</td>\n",
-       "      <td>7.360939</td>\n",
-       "      <td>5.740469</td>\n",
-       "      <td>7.313022</td>\n",
-       "      <td>7.131893</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2</td>\n",
-       "      <td>DPM1</td>\n",
-       "      <td>1332.160907</td>\n",
-       "      <td>3583.966033</td>\n",
-       "      <td>942.750905</td>\n",
-       "      <td>944.541755</td>\n",
-       "      <td>1368.936470</td>\n",
-       "      <td>875.514199</td>\n",
-       "      <td>1229.950967</td>\n",
-       "      <td>1181.113002</td>\n",
-       "      <td>1260.479567</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1434.652440</td>\n",
-       "      <td>1392.007683</td>\n",
-       "      <td>1271.188200</td>\n",
-       "      <td>1403.516091</td>\n",
-       "      <td>1368.590676</td>\n",
-       "      <td>2824.425590</td>\n",
-       "      <td>1507.327754</td>\n",
-       "      <td>1773.950376</td>\n",
-       "      <td>938.297720</td>\n",
-       "      <td>1768.387206</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>3</td>\n",
-       "      <td>SCYL3</td>\n",
-       "      <td>12.250715</td>\n",
-       "      <td>16.759262</td>\n",
-       "      <td>15.521864</td>\n",
-       "      <td>16.722300</td>\n",
-       "      <td>20.273176</td>\n",
-       "      <td>19.305001</td>\n",
-       "      <td>62.603333</td>\n",
-       "      <td>13.132165</td>\n",
-       "      <td>14.401152</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.967555</td>\n",
-       "      <td>24.658494</td>\n",
-       "      <td>20.372112</td>\n",
-       "      <td>14.501411</td>\n",
-       "      <td>15.428870</td>\n",
-       "      <td>21.493812</td>\n",
-       "      <td>11.715849</td>\n",
-       "      <td>21.755929</td>\n",
-       "      <td>19.250548</td>\n",
-       "      <td>17.154241</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>4</td>\n",
-       "      <td>C1orf112</td>\n",
-       "      <td>10.415653</td>\n",
-       "      <td>13.291985</td>\n",
-       "      <td>9.425833</td>\n",
-       "      <td>11.781195</td>\n",
-       "      <td>14.324103</td>\n",
-       "      <td>14.074927</td>\n",
-       "      <td>8.066077</td>\n",
-       "      <td>9.636096</td>\n",
-       "      <td>10.216540</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.240021</td>\n",
-       "      <td>15.430837</td>\n",
-       "      <td>13.992517</td>\n",
-       "      <td>9.170420</td>\n",
-       "      <td>14.072733</td>\n",
-       "      <td>20.889876</td>\n",
-       "      <td>18.990272</td>\n",
-       "      <td>8.405648</td>\n",
-       "      <td>9.383959</td>\n",
-       "      <td>10.821246</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>16527</td>\n",
-       "      <td>LINC00526</td>\n",
-       "      <td>110.425145</td>\n",
-       "      <td>39.888776</td>\n",
-       "      <td>8.833626</td>\n",
-       "      <td>8.900557</td>\n",
-       "      <td>12.576511</td>\n",
-       "      <td>47.647336</td>\n",
-       "      <td>37.085502</td>\n",
-       "      <td>18.271588</td>\n",
-       "      <td>17.313812</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.998876</td>\n",
-       "      <td>34.114570</td>\n",
-       "      <td>11.426724</td>\n",
-       "      <td>35.361134</td>\n",
-       "      <td>24.331695</td>\n",
-       "      <td>34.246447</td>\n",
-       "      <td>18.941097</td>\n",
-       "      <td>33.938338</td>\n",
-       "      <td>31.693689</td>\n",
-       "      <td>20.565258</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>16528</td>\n",
-       "      <td>KRT18P55</td>\n",
-       "      <td>10.064016</td>\n",
-       "      <td>7.959133</td>\n",
-       "      <td>7.395121</td>\n",
-       "      <td>14.046309</td>\n",
-       "      <td>10.648559</td>\n",
-       "      <td>7.998002</td>\n",
-       "      <td>7.421796</td>\n",
-       "      <td>10.982643</td>\n",
-       "      <td>7.812968</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.562731</td>\n",
-       "      <td>10.010432</td>\n",
-       "      <td>9.524358</td>\n",
-       "      <td>8.231881</td>\n",
-       "      <td>9.026219</td>\n",
-       "      <td>10.152220</td>\n",
-       "      <td>10.648353</td>\n",
-       "      <td>12.470003</td>\n",
-       "      <td>8.831391</td>\n",
-       "      <td>7.608029</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>16529</td>\n",
-       "      <td>POLRMTP1</td>\n",
-       "      <td>8.758575</td>\n",
-       "      <td>9.586355</td>\n",
-       "      <td>9.039474</td>\n",
-       "      <td>8.423571</td>\n",
-       "      <td>9.276274</td>\n",
-       "      <td>10.425989</td>\n",
-       "      <td>9.190263</td>\n",
-       "      <td>7.106077</td>\n",
-       "      <td>8.930525</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.838728</td>\n",
-       "      <td>7.935110</td>\n",
-       "      <td>11.426698</td>\n",
-       "      <td>9.542098</td>\n",
-       "      <td>8.810404</td>\n",
-       "      <td>8.041709</td>\n",
-       "      <td>8.508124</td>\n",
-       "      <td>7.197547</td>\n",
-       "      <td>7.124755</td>\n",
-       "      <td>7.047236</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>16530</td>\n",
-       "      <td>UBL5P2</td>\n",
-       "      <td>1014.544078</td>\n",
-       "      <td>512.999579</td>\n",
-       "      <td>553.808337</td>\n",
-       "      <td>994.814559</td>\n",
-       "      <td>981.590689</td>\n",
-       "      <td>420.167311</td>\n",
-       "      <td>673.943381</td>\n",
-       "      <td>879.015640</td>\n",
-       "      <td>712.913048</td>\n",
-       "      <td>...</td>\n",
-       "      <td>772.704052</td>\n",
-       "      <td>727.126167</td>\n",
-       "      <td>986.195846</td>\n",
-       "      <td>948.986581</td>\n",
-       "      <td>1037.551842</td>\n",
-       "      <td>644.569877</td>\n",
-       "      <td>1713.405686</td>\n",
-       "      <td>373.430458</td>\n",
-       "      <td>955.789824</td>\n",
-       "      <td>538.179233</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>16531</td>\n",
-       "      <td>TBC1D3P5</td>\n",
-       "      <td>8.419436</td>\n",
-       "      <td>8.001009</td>\n",
-       "      <td>7.548942</td>\n",
-       "      <td>9.556614</td>\n",
-       "      <td>10.527754</td>\n",
-       "      <td>11.293640</td>\n",
-       "      <td>9.148307</td>\n",
-       "      <td>9.543633</td>\n",
-       "      <td>8.833999</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.609316</td>\n",
-       "      <td>9.559265</td>\n",
-       "      <td>9.125935</td>\n",
-       "      <td>8.910978</td>\n",
-       "      <td>10.250768</td>\n",
-       "      <td>10.818368</td>\n",
-       "      <td>9.972426</td>\n",
-       "      <td>9.028677</td>\n",
-       "      <td>9.471302</td>\n",
-       "      <td>10.017959</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>16532 rows × 1019 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      Gene symbol       906826       687983      910927     1240138  \\\n",
-       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
-       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
-       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
-       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
-       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
-       "...           ...          ...          ...         ...         ...   \n",
-       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
-       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
-       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
-       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
-       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
-       "\n",
-       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
-       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
-       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
-       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
-       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
-       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
-       "...            ...         ...          ...          ...          ...  ...   \n",
-       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
-       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
-       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
-       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
-       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
-       "\n",
-       "            753584       907044       998184       908145      1659787  \\\n",
-       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
-       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
-       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
-       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
-       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
-       "...            ...          ...          ...          ...          ...   \n",
-       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
-       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
-       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
-       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
-       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
-       "\n",
-       "           1298157      1480372      1298533      930299     905954.1  \n",
-       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
-       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
-       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
-       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
-       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
-       "...            ...          ...          ...         ...          ...  \n",
-       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
-       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
-       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
-       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
-       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
-       "\n",
-       "[16532 rows x 1019 columns]"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y"
+    "X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -733,17 +336,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "terminado\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "print('terminado')"
    ]

From f7f2eb86cd3b65ace9c8986fda663b2cf4419dca Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 25 Oct 2019 11:02:22 -0300
Subject: [PATCH 26/52] cellines test til10

---
 cellines.ipynb | 15000 ++++++++++++++++++++---------------------------
 1 file changed, 6352 insertions(+), 8648 deletions(-)

diff --git a/cellines.ipynb b/cellines.ipynb
index 8046d27..1db62a3 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -241,7 +241,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -250,7 +250,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -260,7 +260,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -269,7 +269,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -279,7 +279,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -288,7 +288,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -297,7 +297,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -306,7 +306,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -317,7 +317,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -336,16 +336,391 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>906826</th>\n",
+       "      <th>687983</th>\n",
+       "      <th>910927</th>\n",
+       "      <th>1240138</th>\n",
+       "      <th>1240139</th>\n",
+       "      <th>906792</th>\n",
+       "      <th>910688</th>\n",
+       "      <th>1240135</th>\n",
+       "      <th>1290812</th>\n",
+       "      <th>...</th>\n",
+       "      <th>753584</th>\n",
+       "      <th>907044</th>\n",
+       "      <th>998184</th>\n",
+       "      <th>908145</th>\n",
+       "      <th>1659787</th>\n",
+       "      <th>1298157</th>\n",
+       "      <th>1480372</th>\n",
+       "      <th>1298533</th>\n",
+       "      <th>930299</th>\n",
+       "      <th>905954.1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>TSPAN6</td>\n",
+       "      <td>198.366304</td>\n",
+       "      <td>187.230436</td>\n",
+       "      <td>419.444908</td>\n",
+       "      <td>222.419924</td>\n",
+       "      <td>212.198047</td>\n",
+       "      <td>134.786621</td>\n",
+       "      <td>9.748621</td>\n",
+       "      <td>124.638529</td>\n",
+       "      <td>61.522661</td>\n",
+       "      <td>...</td>\n",
+       "      <td>137.724074</td>\n",
+       "      <td>9.425070</td>\n",
+       "      <td>8.218597</td>\n",
+       "      <td>331.582284</td>\n",
+       "      <td>122.121882</td>\n",
+       "      <td>347.682936</td>\n",
+       "      <td>343.203766</td>\n",
+       "      <td>272.338050</td>\n",
+       "      <td>8.647798</td>\n",
+       "      <td>142.333051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>TNMD</td>\n",
+       "      <td>7.806009</td>\n",
+       "      <td>6.857659</td>\n",
+       "      <td>6.248491</td>\n",
+       "      <td>7.051465</td>\n",
+       "      <td>7.769056</td>\n",
+       "      <td>7.411045</td>\n",
+       "      <td>7.101891</td>\n",
+       "      <td>7.334766</td>\n",
+       "      <td>6.439167</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.958841</td>\n",
+       "      <td>6.704533</td>\n",
+       "      <td>7.870230</td>\n",
+       "      <td>7.222767</td>\n",
+       "      <td>6.158717</td>\n",
+       "      <td>6.230190</td>\n",
+       "      <td>7.360939</td>\n",
+       "      <td>5.740469</td>\n",
+       "      <td>7.313022</td>\n",
+       "      <td>7.131893</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>DPM1</td>\n",
+       "      <td>1332.160907</td>\n",
+       "      <td>3583.966033</td>\n",
+       "      <td>942.750905</td>\n",
+       "      <td>944.541755</td>\n",
+       "      <td>1368.936470</td>\n",
+       "      <td>875.514199</td>\n",
+       "      <td>1229.950967</td>\n",
+       "      <td>1181.113002</td>\n",
+       "      <td>1260.479567</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1434.652440</td>\n",
+       "      <td>1392.007683</td>\n",
+       "      <td>1271.188200</td>\n",
+       "      <td>1403.516091</td>\n",
+       "      <td>1368.590676</td>\n",
+       "      <td>2824.425590</td>\n",
+       "      <td>1507.327754</td>\n",
+       "      <td>1773.950376</td>\n",
+       "      <td>938.297720</td>\n",
+       "      <td>1768.387206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>SCYL3</td>\n",
+       "      <td>12.250715</td>\n",
+       "      <td>16.759262</td>\n",
+       "      <td>15.521864</td>\n",
+       "      <td>16.722300</td>\n",
+       "      <td>20.273176</td>\n",
+       "      <td>19.305001</td>\n",
+       "      <td>62.603333</td>\n",
+       "      <td>13.132165</td>\n",
+       "      <td>14.401152</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.967555</td>\n",
+       "      <td>24.658494</td>\n",
+       "      <td>20.372112</td>\n",
+       "      <td>14.501411</td>\n",
+       "      <td>15.428870</td>\n",
+       "      <td>21.493812</td>\n",
+       "      <td>11.715849</td>\n",
+       "      <td>21.755929</td>\n",
+       "      <td>19.250548</td>\n",
+       "      <td>17.154241</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>C1orf112</td>\n",
+       "      <td>10.415653</td>\n",
+       "      <td>13.291985</td>\n",
+       "      <td>9.425833</td>\n",
+       "      <td>11.781195</td>\n",
+       "      <td>14.324103</td>\n",
+       "      <td>14.074927</td>\n",
+       "      <td>8.066077</td>\n",
+       "      <td>9.636096</td>\n",
+       "      <td>10.216540</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.240021</td>\n",
+       "      <td>15.430837</td>\n",
+       "      <td>13.992517</td>\n",
+       "      <td>9.170420</td>\n",
+       "      <td>14.072733</td>\n",
+       "      <td>20.889876</td>\n",
+       "      <td>18.990272</td>\n",
+       "      <td>8.405648</td>\n",
+       "      <td>9.383959</td>\n",
+       "      <td>10.821246</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16527</th>\n",
+       "      <td>LINC00526</td>\n",
+       "      <td>110.425145</td>\n",
+       "      <td>39.888776</td>\n",
+       "      <td>8.833626</td>\n",
+       "      <td>8.900557</td>\n",
+       "      <td>12.576511</td>\n",
+       "      <td>47.647336</td>\n",
+       "      <td>37.085502</td>\n",
+       "      <td>18.271588</td>\n",
+       "      <td>17.313812</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.998876</td>\n",
+       "      <td>34.114570</td>\n",
+       "      <td>11.426724</td>\n",
+       "      <td>35.361134</td>\n",
+       "      <td>24.331695</td>\n",
+       "      <td>34.246447</td>\n",
+       "      <td>18.941097</td>\n",
+       "      <td>33.938338</td>\n",
+       "      <td>31.693689</td>\n",
+       "      <td>20.565258</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16528</th>\n",
+       "      <td>KRT18P55</td>\n",
+       "      <td>10.064016</td>\n",
+       "      <td>7.959133</td>\n",
+       "      <td>7.395121</td>\n",
+       "      <td>14.046309</td>\n",
+       "      <td>10.648559</td>\n",
+       "      <td>7.998002</td>\n",
+       "      <td>7.421796</td>\n",
+       "      <td>10.982643</td>\n",
+       "      <td>7.812968</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.562731</td>\n",
+       "      <td>10.010432</td>\n",
+       "      <td>9.524358</td>\n",
+       "      <td>8.231881</td>\n",
+       "      <td>9.026219</td>\n",
+       "      <td>10.152220</td>\n",
+       "      <td>10.648353</td>\n",
+       "      <td>12.470003</td>\n",
+       "      <td>8.831391</td>\n",
+       "      <td>7.608029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16529</th>\n",
+       "      <td>POLRMTP1</td>\n",
+       "      <td>8.758575</td>\n",
+       "      <td>9.586355</td>\n",
+       "      <td>9.039474</td>\n",
+       "      <td>8.423571</td>\n",
+       "      <td>9.276274</td>\n",
+       "      <td>10.425989</td>\n",
+       "      <td>9.190263</td>\n",
+       "      <td>7.106077</td>\n",
+       "      <td>8.930525</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.838728</td>\n",
+       "      <td>7.935110</td>\n",
+       "      <td>11.426698</td>\n",
+       "      <td>9.542098</td>\n",
+       "      <td>8.810404</td>\n",
+       "      <td>8.041709</td>\n",
+       "      <td>8.508124</td>\n",
+       "      <td>7.197547</td>\n",
+       "      <td>7.124755</td>\n",
+       "      <td>7.047236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16530</th>\n",
+       "      <td>UBL5P2</td>\n",
+       "      <td>1014.544078</td>\n",
+       "      <td>512.999579</td>\n",
+       "      <td>553.808337</td>\n",
+       "      <td>994.814559</td>\n",
+       "      <td>981.590689</td>\n",
+       "      <td>420.167311</td>\n",
+       "      <td>673.943381</td>\n",
+       "      <td>879.015640</td>\n",
+       "      <td>712.913048</td>\n",
+       "      <td>...</td>\n",
+       "      <td>772.704052</td>\n",
+       "      <td>727.126167</td>\n",
+       "      <td>986.195846</td>\n",
+       "      <td>948.986581</td>\n",
+       "      <td>1037.551842</td>\n",
+       "      <td>644.569877</td>\n",
+       "      <td>1713.405686</td>\n",
+       "      <td>373.430458</td>\n",
+       "      <td>955.789824</td>\n",
+       "      <td>538.179233</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16531</th>\n",
+       "      <td>TBC1D3P5</td>\n",
+       "      <td>8.419436</td>\n",
+       "      <td>8.001009</td>\n",
+       "      <td>7.548942</td>\n",
+       "      <td>9.556614</td>\n",
+       "      <td>10.527754</td>\n",
+       "      <td>11.293640</td>\n",
+       "      <td>9.148307</td>\n",
+       "      <td>9.543633</td>\n",
+       "      <td>8.833999</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.609316</td>\n",
+       "      <td>9.559265</td>\n",
+       "      <td>9.125935</td>\n",
+       "      <td>8.910978</td>\n",
+       "      <td>10.250768</td>\n",
+       "      <td>10.818368</td>\n",
+       "      <td>9.972426</td>\n",
+       "      <td>9.028677</td>\n",
+       "      <td>9.471302</td>\n",
+       "      <td>10.017959</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>16532 rows × 1019 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Gene symbol       906826       687983      910927     1240138  \\\n",
+       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
+       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
+       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
+       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
+       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
+       "...           ...          ...          ...         ...         ...   \n",
+       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
+       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
+       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
+       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
+       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
+       "\n",
+       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
+       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
+       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
+       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
+       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
+       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
+       "...            ...         ...          ...          ...          ...  ...   \n",
+       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
+       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
+       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
+       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
+       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
+       "\n",
+       "            753584       907044       998184       908145      1659787  \\\n",
+       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
+       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
+       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
+       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
+       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
+       "...            ...          ...          ...          ...          ...   \n",
+       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
+       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
+       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
+       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
+       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
+       "\n",
+       "           1298157      1480372      1298533      930299     905954.1  \n",
+       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
+       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
+       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
+       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
+       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
+       "...            ...          ...          ...         ...          ...  \n",
+       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
+       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
+       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
+       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
+       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
+       "\n",
+       "[16532 rows x 1019 columns]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "print('terminado')"
+    "Y"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {
     "scrolled": true,
     "slideshow": {
@@ -361,2982 +736,2360 @@
       "Normalizing data\n",
       "Processing...\n",
       "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
-      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "\n",
       "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
       "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687983\n",
-      "Iter: 1 Subject: 910927\n",
-      "Iter: 2 Subject: 687983\n",
-      "Iter: 1 Subject: 906826\n",
       "Iter: 1 Subject: 1240138\n",
+      "Iter: 1 Subject: 687983\n",
+      "Iter: 1 Subject: 910927Iter: 1 Subject: 906826\n",
+      "\n",
+      "Iter: 2 Subject: 1240138\n",
       "Iter: 2 Subject: 910927\n",
-      "Iter: 3 Subject: 687983\n",
-      "Iter: 3 Subject: 910927\n",
       "Iter: 2 Subject: 906826\n",
-      "Iter: 4 Subject: 687983\n",
-      "Iter: 2 Subject: 1240138\n",
-      "Iter: 4 Subject: 910927\n",
+      "Iter: 2 Subject: 687983\n",
+      "Iter: 3 Subject: 1240138\n",
+      "Iter: 3 Subject: 910927\n",
       "--------------------------------------------------\n",
       "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 687983\n",
-      "Iter: 3 Subject: 906826\n",
+      "Iter: 3 Subject: 687983\n",
       "--------------------------------------------------\n",
       "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240138\n",
-      "Iter: 4 Subject: 906826\n",
-      "Iter: 4 Subject: 1240138\n",
-      "Iter: 5 Subject: 906826\n",
       "--------------------------------------------------\n",
       "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687983\n",
       "Iter: 1 Subject: 1240139\n",
+      "Iter: 1 Subject: 906792\n",
+      "Iter: 1 Subject: 910688\n",
       "--------------------------------------------------\n",
       "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906792\n",
       "Iter: 2 Subject: 1240139\n",
+      "Iter: 2 Subject: 910688Iter: 1 Subject: 1240135\n",
+      "\n",
       "Iter: 3 Subject: 1240139\n",
-      "Iter: 1 Subject: 910688\n",
-      "Iter: 4 Subject: 1240139\n",
-      "Iter: 1 Subject: 1240135\n",
-      "Iter: 2 Subject: 910688\n",
+      "Iter: 3 Subject: 906792\n",
+      "Iter: 3 Subject: 910688Iter: 2 Subject: 1240135\n",
       "--------------------------------------------------\n",
+      "\n",
       "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906792\n",
-      "Iter: 2 Subject: 1240135\n",
-      "Iter: 3 Subject: 910688\n",
-      "Iter: 3 Subject: 1240135\n",
-      "Iter: 4 Subject: 910688\n",
-      "Iter: 4 Subject: 1240135\n",
       "--------------------------------------------------\n",
       "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906792\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 4 Subject: 910688\n",
+      "\n",
       "Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290812\n",
-      "Iter: 3 Subject: 906792\n",
+      "Iter: 1 Subject: 907045\n",
       "--------------------------------------------------\n",
       "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907045\n",
-      "Iter: 2 Subject: 1290812\n",
+      "Iter: 1 Subject: 1290812\n",
       "Iter: 1 Subject: 906861\n",
       "Iter: 2 Subject: 907045\n",
-      "Iter: 3 Subject: 1290812\n",
-      "Iter: 2 Subject: 906861\n",
-      "Iter: 3 Subject: 907045\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290812\n",
+      "Iter: 1 Subject: 906830\n",
+      "--------------------------------------------------Iter: 2 Subject: 906861\n",
       "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906861\n",
-      "Iter: 4 Subject: 1290812\n",
-      "Iter: 1 Subject: 906830\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906861\n",
-      "Iter: 5 Subject: 906861\n",
+      "Iter: 2 Subject: 906830\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909750\n",
       "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906830\n",
       "Iter: 3 Subject: 906830\n",
       "Iter: 1 Subject: 1240137\n",
-      "Iter: 1 Subject: 909750\n",
-      "Iter: 1 Subject: 753552\n",
-      "Iter: 4 Subject: 906830\n",
       "--------------------------------------------------\n",
       "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240137\n",
-      "Iter: 2 Subject: 753552\n",
       "Iter: 2 Subject: 909750\n",
-      "Iter: 3 Subject: 753552\n",
-      "Iter: 3 Subject: 1240137\n",
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-      "Iter: 4 Subject: 753552\n",
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-      "Iter: 5 Subject: 753552\n",
-      "Iter: 4 Subject: 909750\n",
-      "Iter: 1 Subject: 907065\n",
-      "Iter: 5 Subject: 1240137\n",
       "--------------------------------------------------\n",
       "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753552\n",
+      "Iter: 1 Subject: 925338\n",
+      "Iter: 2 Subject: 1240137\n",
+      "Iter: 1 Subject: 907065\n",
+      "Iter: 2 Subject: 753552\n",
+      "Iter: 2 Subject: 925338\n",
       "--------------------------------------------------\n",
       "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907065\n",
+      "Iter: 3 Subject: 753552\n",
       "--------------------------------------------------\n",
       "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907065\n",
-      "Iter: 3 Subject: 907065\n",
-      "Iter: 4 Subject: 907065\n",
-      "Iter: 1 Subject: 925338\n",
+      "Iter: 1 Subject: 1290809\n",
       "--------------------------------------------------\n",
       "Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290809\n",
-      "Iter: 2 Subject: 925338\n",
-      "Iter: 2 Subject: 1290809\n",
-      "Iter: 3 Subject: 925338\n",
-      "Iter: 3 Subject: 1290809\n",
       "--------------------------------------------------\n",
       "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 924110\n",
-      "Iter: 1 Subject: 949158\n",
-      "Iter: 4 Subject: 1290809\n",
+      "Iter: 2 Subject: 1290809\n",
+      "Iter: 1 Subject: 949158Iter: 1 Subject: 924110\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240134\n",
+      "Iter: 2 Subject: 949158\n",
       "Iter: 2 Subject: 924110\n",
+      "Iter: 2 Subject: 1240134Iter: 1 Subject: 907172\n",
+      "\n",
       "Iter: 3 Subject: 924110\n",
       "--------------------------------------------------\n",
       "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907172\n",
-      "Iter: 1 Subject: 1240134\n",
-      "Iter: 2 Subject: 949158\n",
-      "Iter: 2 Subject: 907172\n",
-      "Iter: 3 Subject: 907172\n",
-      "Iter: 2 Subject: 1240134\n",
+      "Iter: 3 Subject: 1240134Iter: 2 Subject: 907172\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 949158\n",
-      "Iter: 3 Subject: 1240134\n",
-      "Iter: 4 Subject: 1240134\n",
-      "Iter: 4 Subject: 949158\n",
       "--------------------------------------------------\n",
       "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905947\n",
-      "Iter: 5 Subject: 949158\n",
-      "--------------------------------------------------\n",
-      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 1 Subject: 687452\n",
-      "Iter: 2 Subject: 905947\n",
-      "Iter: 1 Subject: 1298134\n",
-      "Iter: 3 Subject: 905947\n",
-      "Iter: 4 Subject: 905947\n",
-      "Iter: 2 Subject: 1298134\n",
-      "Iter: 5 Subject: 905947\n",
-      "Iter: 2 Subject: 687452\n",
       "--------------------------------------------------\n",
-      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298134\n",
+      "Iter: 1 Subject: 905947\n",
+      "Iter: 1 Subject: 1298134Iter: 2 Subject: 687452\n",
+      "\n",
       "Iter: 1 Subject: 907058\n",
-      "Iter: 4 Subject: 1298134\n",
-      "Iter: 3 Subject: 687452\n",
+      "--------------------------------------------------Iter: 2 Subject: 905947--------------------------------------------------\n",
+      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "\n",
       "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687452\n",
-      "Iter: 5 Subject: 687452\n",
-      "Iter: 1 Subject: 1290814\n",
+      "Iter: 2 Subject: 907058\n",
       "--------------------------------------------------\n",
       "Subject: 905939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907058\n",
-      "Iter: 2 Subject: 1290814\n",
-      "Iter: 3 Subject: 1290814\n",
+      "Iter: 1 Subject: 1290814\n",
       "Iter: 1 Subject: 905975\n",
-      "Iter: 3 Subject: 907058\n",
       "--------------------------------------------------\n",
       "Subject: 910704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 905939\n",
-      "Iter: 4 Subject: 907058\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905975\n",
+      "Iter: 2 Subject: 1290814\n",
+      "Iter: 1 Subject: 910704\n",
+      "Iter: 2 Subject: 905939--------------------------------------------------\n",
       "Subject: 908460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905939\n",
-      "Iter: 2 Subject: 905975\n",
-      "Iter: 3 Subject: 905939\n",
-      "Iter: 1 Subject: 910704\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 905975\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 909745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905939\n",
-      "Iter: 1 Subject: 908460\n",
-      "Iter: 5 Subject: 905939\n",
       "Iter: 2 Subject: 910704\n",
+      "Iter: 3 Subject: 905939\n",
+      "Iter: 1 Subject: 908460\n",
+      "Iter: 1 Subject: 909745\n",
+      "Iter: 3 Subject: 910704\n",
       "--------------------------------------------------\n",
       "Subject: 907173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 908460\n",
-      "Iter: 3 Subject: 910704\n",
-      "Iter: 3 Subject: 908460\n",
-      "Iter: 1 Subject: 909745\n",
+      "Iter: 2 Subject: 909745\n",
       "Iter: 4 Subject: 910704\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
+      "Iter: 1 Subject: 907173\n",
+      "Iter: 3 Subject: 908460\n",
+      "--------------------------------------------------\n",
       "Subject: 905936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Subject: 1303896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909745\n",
-      "Iter: 1 Subject: 907173\n",
-      "Iter: 1 Subject: 1303896\n",
-      "Iter: 1 Subject: 905936\n",
-      "Iter: 3 Subject: 909745\n",
-      "Iter: 2 Subject: 1303896\n",
-      "Iter: 4 Subject: 909745\n",
-      "Iter: 2 Subject: 905936\n",
       "Iter: 2 Subject: 907173\n",
-      "Iter: 3 Subject: 1303896\n",
       "--------------------------------------------------\n",
       "Subject: 907320 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905936\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 905936\n",
+      "Iter: 1 Subject: 1303896\n",
+      "Iter: 3 Subject: 907173\n",
+      "Iter: 1 Subject: 907320\n",
       "--------------------------------------------------\n",
       "Subject: 688058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907173\n",
-      "Iter: 4 Subject: 905936\n",
-      "Iter: 4 Subject: 907173\n",
-      "Iter: 1 Subject: 907320\n",
+      "Iter: 2 Subject: 1303896Iter: 2 Subject: 905936\n",
+      "\n",
+      "Iter: 2 Subject: 907320\n",
       "--------------------------------------------------\n",
       "Subject: 905974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 905936\n",
+      "Iter: 1 Subject: 688058\n",
+      "Iter: 3 Subject: 1303896\n",
       "--------------------------------------------------\n",
       "Subject: 907060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907320\n",
-      "Iter: 3 Subject: 907320\n",
-      "Iter: 1 Subject: 688058\n",
-      "Iter: 4 Subject: 907320\n",
+      "Iter: 2 Subject: 688058\n",
       "--------------------------------------------------\n",
       "Subject: 908470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 688058\n",
-      "Iter: 1 Subject: 907060\n",
-      "Iter: 3 Subject: 688058\n",
-      "Iter: 4 Subject: 688058\n",
-      "Iter: 2 Subject: 907060\n",
+      "Iter: 1 Subject: 905974\n",
       "--------------------------------------------------\n",
       "Subject: 908465 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907060\n",
-      "--------------------------------------------------\n",
-      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907060\n",
+      "Iter: 2 Subject: 907060Iter: 2 Subject: 905974\n",
+      "\n",
       "Iter: 1 Subject: 908470\n",
       "Iter: 1 Subject: 908465\n",
-      "Iter: 2 Subject: 908470\n",
-      "Iter: 1 Subject: 905974\n",
-      "Iter: 2 Subject: 908465\n",
-      "Iter: 3 Subject: 908470\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 909703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908465\n",
-      "Iter: 4 Subject: 908465\n",
+      "\n",
+      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908465\n",
+      "Iter: 2 Subject: 908470\n",
       "--------------------------------------------------\n",
       "Subject: 724855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905974\n",
+      "Iter: 3 Subject: 908465\n",
       "Iter: 1 Subject: 909703\n",
-      "Iter: 3 Subject: 905974\n",
+      "Iter: 1 Subject: 724855\n",
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-      "Iter: 4 Subject: 905974\n",
-      "Iter: 1 Subject: 724855\n",
-      "Iter: 3 Subject: 909703\n",
       "--------------------------------------------------\n",
       "Subject: 724831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909703\n",
-      "Iter: 2 Subject: 906746\n",
       "Iter: 2 Subject: 724855\n",
+      "Iter: 2 Subject: 906746\n",
+      "Iter: 3 Subject: 909703\n",
+      "Iter: 1 Subject: 724831\n",
       "--------------------------------------------------\n",
       "Subject: 906813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 724855\n",
-      "Iter: 3 Subject: 906746\n",
-      "Iter: 1 Subject: 724831\n",
-      "Iter: 4 Subject: 724855\n",
       "--------------------------------------------------\n",
       "Subject: 946359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906746\n",
+      "Iter: 3 Subject: 906746\n",
       "Iter: 2 Subject: 724831\n",
+      "Iter: 1 Subject: 906813\n",
+      "Iter: 3 Subject: 724831\n",
       "--------------------------------------------------\n",
       "Subject: 909707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 724831\n",
-      "Iter: 4 Subject: 724831\n",
       "Iter: 1 Subject: 946359\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906813--------------------------------------------------\n",
       "Subject: 910399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 946359\n",
+      "\n",
       "Iter: 1 Subject: 909707\n",
-      "Iter: 3 Subject: 946359\n",
-      "Iter: 1 Subject: 910399\n",
-      "Iter: 1 Subject: 906813\n",
-      "Iter: 4 Subject: 946359\n",
-      "Iter: 2 Subject: 909707\n",
-      "Iter: 2 Subject: 910399\n",
+      "Iter: 2 Subject: 946359\n",
       "--------------------------------------------------\n",
       "Subject: 687816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910399\n",
+      "Iter: 3 Subject: 946359\n",
+      "Iter: 2 Subject: 909707\n",
+      "Iter: 1 Subject: 687816\n",
       "Iter: 3 Subject: 909707\n",
-      "Iter: 3 Subject: 910399\n",
-      "Iter: 2 Subject: 906813Iter: 4 Subject: 909707\n",
-      "\n",
-      "Iter: 4 Subject: 910399--------------------------------------------------\n",
+      "Iter: 2 Subject: 910399\n",
+      "--------------------------------------------------\n",
       "Subject: 907794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
       "Subject: 909698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687816\n",
-      "Iter: 3 Subject: 906813\n",
+      "Iter: 3 Subject: 910399\n",
+      "Iter: 2 Subject: 687816\n",
+      "Iter: 1 Subject: 907794\n",
       "--------------------------------------------------\n",
       "Subject: 910903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907794\n",
-      "Iter: 2 Subject: 687816\n",
-      "Iter: 2 Subject: 907794\n",
-      "Iter: 3 Subject: 687816\n",
-      "Iter: 3 Subject: 907794\n",
-      "Iter: 4 Subject: 687816\n",
       "Iter: 1 Subject: 909698\n",
-      "Iter: 4 Subject: 907794\n",
-      "Iter: 1 Subject: 910903\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687816\n",
+      "Iter: 2 Subject: 907794Iter: 2 Subject: 909698\n",
+      "\n",
+      "Iter: 1 Subject: 910903--------------------------------------------------\n",
       "Subject: 910952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 687816\n",
+      "Iter: 3 Subject: 909698\n",
+      "Iter: 4 Subject: 687816Iter: 2 Subject: 910903\n",
+      "\n",
+      "Iter: 1 Subject: 910952\n",
       "--------------------------------------------------\n",
       "Subject: 909784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909698\n",
-      "Iter: 2 Subject: 910903\n",
-      "Iter: 3 Subject: 909698\n",
       "Iter: 3 Subject: 910903\n",
-      "Iter: 4 Subject: 909698\n",
-      "Iter: 1 Subject: 910952\n",
       "--------------------------------------------------\n",
       "Subject: 724873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909784\n",
-      "Iter: 4 Subject: 910903\n",
+      "Iter: 2 Subject: 910952\n",
       "--------------------------------------------------\n",
       "Subject: 684055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910952\n",
-      "Iter: 2 Subject: 909784\n",
-      "Iter: 3 Subject: 909784\n",
+      "Iter: 1 Subject: 909784\n",
       "Iter: 1 Subject: 724873\n",
-      "--------------------------------------------------\n",
-      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 3 Subject: 910952\n",
-      "Iter: 4 Subject: 910952\n",
-      "Iter: 2 Subject: 724873\n",
-      "Iter: 5 Subject: 910952\n",
+      "Iter: 2 Subject: 909784\n",
       "Iter: 1 Subject: 684055\n",
-      "Iter: 3 Subject: 724873\n",
-      "Iter: 6 Subject: 910952\n",
-      "--------------------------------------------------\n",
-      "Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 724873--------------------------------------------------\n",
+      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 724873\n",
+      "\n",
+      "Iter: 2 Subject: 684055\n",
+      "Iter: 3 Subject: 909784\n",
+      "Iter: 1 Subject: 906815\n",
       "--------------------------------------------------\n",
-      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 684055\n",
       "Iter: 3 Subject: 684055\n",
-      "Iter: 1 Subject: 906815\n",
-      "Iter: 1 Subject: 906834\n",
+      "--------------------------------------------------\n",
+      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906815Iter: 1 Subject: 906834\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 910079 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 906798\n",
       "Iter: 2 Subject: 906834\n",
-      "Iter: 3 Subject: 906834\n",
-      "Iter: 2 Subject: 906815\n",
-      "Iter: 2 Subject: 906798Iter: 1 Subject: 910079\n",
-      "\n",
-      "Iter: 4 Subject: 906834\n",
-      "Iter: 5 Subject: 906834\n",
-      "Iter: 3 Subject: 906798\n",
-      "Iter: 3 Subject: 906815\n",
-      "Iter: 2 Subject: 910079\n",
       "--------------------------------------------------\n",
       "Subject: 908462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 906798\n",
-      "Iter: 3 Subject: 910079\n",
-      "Iter: 4 Subject: 906815\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910079\n",
       "--------------------------------------------------\n",
       "Subject: 1290798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906798\n",
+      "Iter: 1 Subject: 908462\n",
+      "Iter: 2 Subject: 910079\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 906798\n",
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-      "Iter: 4 Subject: 908462\n",
-      "Iter: 5 Subject: 1290798\n",
+      "--------------------------------------------------\n",
+      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1240212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905976\n",
+      "Iter: 2 Subject: 1290798\n",
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+      "Iter: 3 Subject: 905976\n",
+      "Iter: 1 Subject: 1240212\n",
+      "Iter: 3 Subject: 1290798\n",
+      "Iter: 2 Subject: 906844\n",
       "--------------------------------------------------\n",
       "Subject: 1298151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 1298151\n",
+      "Iter: 4 Subject: 1290798\n",
+      "Iter: 2 Subject: 1240212\n",
       "--------------------------------------------------\n",
       "Subject: 906817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906844\n",
+      "Iter: 1 Subject: 1298151\n",
       "--------------------------------------------------\n",
       "Subject: 1503367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298151\n",
+      "Iter: 3 Subject: 1240212\n",
       "Iter: 1 Subject: 906817\n",
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-      "Iter: 5 Subject: 1298151\n",
+      "Iter: 2 Subject: 1298151\n",
       "--------------------------------------------------\n",
       "Subject: 753541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240212\n",
+      "Iter: 3 Subject: 1298151\n",
+      "Iter: 1 Subject: 1503367\n",
+      "Iter: 2 Subject: 906817\n",
       "--------------------------------------------------\n",
       "Subject: 1290730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1503367\n",
-      "Iter: 3 Subject: 1240212\n",
-      "Iter: 4 Subject: 1240212\n",
-      "Iter: 3 Subject: 1503367\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 906817\n",
       "Iter: 1 Subject: 753541\n",
-      "Iter: 4 Subject: 1503367\n",
-      "Iter: 1 Subject: 1290730\n",
-      "Iter: 5 Subject: 1240212\n",
-      "Iter: 5 Subject: 1503367\n",
+      "Iter: 2 Subject: 1503367\n",
       "--------------------------------------------------\n",
       "Subject: 905977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753541\n",
+      "Iter: 2 Subject: 753541--------------------------------------------------Iter: 1 Subject: 1290730\n",
+      "\n",
+      "\n",
+      "Iter: 3 Subject: 1503367\n",
+      "Iter: 3 Subject: 753541\n",
+      "Iter: 1 Subject: 905977\n",
       "--------------------------------------------------\n",
       "Subject: 909255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 1240131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 753541\n",
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       "--------------------------------------------------\n",
       "Subject: 1240141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909255\n",
+      "Iter: 2 Subject: 905977\n",
+      "Iter: 3 Subject: 905977\n",
+      "Iter: 2 Subject: 909255\n",
+      "Iter: 1 Subject: 1240131\n",
+      "Iter: 1 Subject: 1240141\n",
       "--------------------------------------------------\n",
       "Subject: 1290810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 909255\n",
       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 1240141\n",
-      "Iter: 1 Subject: 1290810\n",
+      "Iter: 2 Subject: 1240141\n",
       "--------------------------------------------------\n",
       "Subject: 753618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905977\n",
+      "Iter: 1 Subject: 1290810\n",
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-      "Iter: 4 Subject: 1240131\n",
-      "Iter: 3 Subject: 905977\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240141\n",
+      "Iter: 1 Subject: 753618\n",
+      "Iter: 2 Subject: 1290810--------------------------------------------------\n",
       "Subject: 687829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905977\n",
+      "Iter: 4 Subject: 1240141\n",
+      "Iter: 2 Subject: 753618\n",
       "Iter: 3 Subject: 1290810\n",
+      "Iter: 1 Subject: 687829\n",
       "--------------------------------------------------\n",
       "Subject: 949155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753618\n",
-      "Iter: 4 Subject: 1290810\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 4 Subject: 1290810\n",
       "Subject: 1290813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753618\n",
-      "Iter: 1 Subject: 949155\n",
-      "Iter: 3 Subject: 753618\n",
-      "Iter: 1 Subject: 687829\n",
-      "Iter: 4 Subject: 753618\n",
-      "Iter: 2 Subject: 949155\n",
-      "--------------------------------------------------\n",
-      "Subject: 909747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 949155\n",
+      "\n",
       "Iter: 2 Subject: 687829\n",
       "--------------------------------------------------\n",
-      "Subject: 1290808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 909747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687829\n",
       "Iter: 1 Subject: 1290813\n",
+      "Iter: 1 Subject: 949155\n",
+      "Iter: 3 Subject: 687829\n",
       "Iter: 1 Subject: 909747\n",
-      "Iter: 4 Subject: 687829\n",
+      "Iter: 2 Subject: 1290813\n",
       "--------------------------------------------------\n",
-      "Subject: 906797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1290808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949155\n",
       "Iter: 2 Subject: 909747\n",
-      "Iter: 1 Subject: 1290808\n",
-      "Iter: 3 Subject: 909747\n",
-      "Iter: 2 Subject: 1290813\n",
-      "Iter: 4 Subject: 909747\n",
-      "Iter: 1 Subject: 906797\n",
-      "Iter: 5 Subject: 909747Iter: 2 Subject: 1290808\n",
-      "\n",
-      "Iter: 3 Subject: 1290813\n",
-      "Iter: 2 Subject: 906797\n",
       "--------------------------------------------------\n",
-      "Subject: 910695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 906797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1290808\n",
-      "Iter: 4 Subject: 1290813\n",
-      "Iter: 3 Subject: 906797\n",
-      "Iter: 4 Subject: 1290808\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 910695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Subject: 1240132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906797\n",
-      "--------------------------------------------------\n",
-      "Subject: 908150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 907169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290808\n",
+      "Iter: 1 Subject: 906797\n",
       "Iter: 1 Subject: 910695\n",
       "Iter: 1 Subject: 1240132\n",
-      "Iter: 1 Subject: 908150\n",
+      "Iter: 2 Subject: 1290808\n",
       "Iter: 2 Subject: 910695\n",
+      "Iter: 2 Subject: 906797\n",
       "Iter: 2 Subject: 1240132\n",
-      "Iter: 2 Subject: 908150\n",
+      "Iter: 3 Subject: 1290808\n",
+      "--------------------------------------------------\n",
+      "Subject: 908150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906797\n",
       "Iter: 3 Subject: 1240132\n",
-      "Iter: 3 Subject: 908150\n",
-      "Iter: 3 Subject: 910695\n",
-      "Iter: 4 Subject: 1240132\n",
-      "Iter: 4 Subject: 908150\n",
-      "Iter: 1 Subject: 907169\n",
-      "Iter: 5 Subject: 1240132\n",
-      "Iter: 4 Subject: 910695\n",
+      "--------------------------------------------------Iter: 1 Subject: 908150\n",
+      "\n",
+      "Subject: 907169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 722045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 909723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 910695\n",
+      "Iter: 2 Subject: 908150\n",
+      "Iter: 1 Subject: 907169\n",
+      "Iter: 1 Subject: 722045\n",
+      "Iter: 1 Subject: 909723\n",
       "--------------------------------------------------\n",
       "Subject: 905961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 2 Subject: 907169\n",
-      "Iter: 3 Subject: 907169Iter: 1 Subject: 722045\n",
-      "\n",
-      "Iter: 1 Subject: 905961\n",
-      "Iter: 4 Subject: 907169\n",
-      "Iter: 2 Subject: 722045\n",
-      "Iter: 2 Subject: 905961\n",
-      "Iter: 1 Subject: 909723\n",
-      "Iter: 5 Subject: 907169\n",
-      "Iter: 3 Subject: 722045\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 722045--------------------------------------------------\n",
+      "\n",
       "Subject: 910926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905961\n",
-      "Iter: 4 Subject: 722045\n",
       "--------------------------------------------------\n",
       "Subject: 1240136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905961\n",
-      "Iter: 2 Subject: 909723\n",
       "--------------------------------------------------\n",
       "Subject: 909696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905961\n",
       "Iter: 1 Subject: 910926\n",
-      "Iter: 3 Subject: 909723\n",
-      "Iter: 2 Subject: 910926\n",
-      "Iter: 4 Subject: 909723\n",
-      "Iter: 1 Subject: 1240136\n",
+      "Iter: 2 Subject: 905961\n",
       "--------------------------------------------------\n",
       "Subject: 1240210 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910926\n",
+      "Iter: 1 Subject: 1240136\n",
+      "Iter: 2 Subject: 910926\n",
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+      "Iter: 2 Subject: 1240136\n",
+      "Iter: 1 Subject: 1240210\n",
+      "Iter: 3 Subject: 910926\n",
+      "Iter: 3 Subject: 1240136\n",
+      "Iter: 2 Subject: 909696\n",
+      "Iter: 2 Subject: 1240210\n",
       "--------------------------------------------------\n",
       "Subject: 910544 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240136\n",
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-      "Iter: 3 Subject: 909696\n",
-      "Iter: 3 Subject: 1240136\n",
-      "Iter: 4 Subject: 909696\n",
-      "--------------------------------------------------Iter: 4 Subject: 1240136\n",
-      "Subject: 925347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1240136\n",
-      "Iter: 1 Subject: 910544\n",
-      "Iter: 6 Subject: 1240136\n",
-      "Iter: 2 Subject: 910544\n",
+      "Subject: 925347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909696--------------------------------------------------\n",
+      "\n",
       "Subject: 1240206 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240210\n",
-      "Iter: 3 Subject: 910544\n",
+      "Iter: 1 Subject: 910544\n",
+      "Iter: 4 Subject: 909696\n",
       "Iter: 1 Subject: 925347\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 1240206\n",
       "Subject: 724868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240210\n",
-      "Iter: 1 Subject: 1240206\n",
+      "\n",
+      "Iter: 2 Subject: 910544\n",
       "Iter: 2 Subject: 925347\n",
-      "Iter: 3 Subject: 1240210\n",
+      "Iter: 2 Subject: 1240206\n",
       "Iter: 1 Subject: 724868\n",
+      "Iter: 3 Subject: 910544\n",
       "Iter: 3 Subject: 925347\n",
-      "Iter: 2 Subject: 1240206\n",
-      "Iter: 4 Subject: 1240210\n",
+      "Iter: 3 Subject: 1240206\n",
       "Iter: 2 Subject: 724868\n",
-      "--------------------------------------------------Iter: 4 Subject: 925347\n",
-      "\n",
-      "Subject: 724866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240206\n",
-      "Iter: 3 Subject: 724868\n",
+      "Subject: 724866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 724868\n",
+      "\n",
       "Subject: 687995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240206\n",
-      "Iter: 4 Subject: 724868\n",
       "--------------------------------------------------\n",
       "Subject: 910548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 910549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 910549 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 724866\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 724866\n",
       "Iter: 1 Subject: 687995\n",
       "Iter: 1 Subject: 910548\n",
-      "Iter: 1 Subject: 910549\n",
-      "Iter: 2 Subject: 724866\n",
-      "Iter: 2 Subject: 910549\n",
+      "Iter: 1 Subject: 910549Iter: 2 Subject: 724866\n",
+      "\n",
       "Iter: 2 Subject: 910548\n",
-      "Iter: 3 Subject: 724866\n",
       "Iter: 2 Subject: 687995\n",
-      "Iter: 3 Subject: 910549\n",
+      "Iter: 3 Subject: 724866\n",
       "Iter: 3 Subject: 910548\n",
-      "Iter: 4 Subject: 724866\n",
-      "Iter: 3 Subject: 687995\n",
-      "Iter: 4 Subject: 910549\n",
+      "Iter: 2 Subject: 910549\n",
       "--------------------------------------------------\n",
       "Subject: 905991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910548\n",
-      "Iter: 4 Subject: 687995\n",
-      "Iter: 5 Subject: 910549\n",
-      "--------------------------------------------------\n",
       "Subject: 910401 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Subject: 1524416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910549\n",
+      "Iter: 1 Subject: 905991\n",
+      "Iter: 1 Subject: 910401\n",
       "--------------------------------------------------\n",
       "Subject: 971774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905991\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1524416\n",
       "Iter: 2 Subject: 905991\n",
       "Iter: 1 Subject: 971774\n",
+      "Iter: 2 Subject: 910401\n",
+      "Iter: 2 Subject: 1524416\n",
       "Iter: 3 Subject: 905991\n",
-      "Iter: 1 Subject: 910401\n",
-      "Iter: 4 Subject: 905991\n",
-      "Iter: 1 Subject: 1524416\n",
+      "Iter: 3 Subject: 910401\n",
       "Iter: 2 Subject: 971774\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 1524416\n",
+      "\n",
       "Subject: 687455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910401\n",
-      "Iter: 3 Subject: 971774\n",
-      "Iter: 3 Subject: 910401\n",
-      "Iter: 4 Subject: 971774\n",
-      "Iter: 2 Subject: 1524416\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1240207 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Subject: 925348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 1240207 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 753599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 687455\n",
-      "Iter: 3 Subject: 1524416\n",
-      "Iter: 2 Subject: 687455\n",
-      "Iter: 1 Subject: 925348\n",
-      "Iter: 4 Subject: 1524416\n",
       "Iter: 1 Subject: 1240207\n",
-      "--------------------------------------------------\n",
-      "Subject: 753599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687455\n",
+      "Iter: 1 Subject: 925348\n",
+      "Iter: 1 Subject: 753599\n",
+      "Iter: 2 Subject: 687455Iter: 2 Subject: 1240207\n",
+      "\n",
       "Iter: 2 Subject: 925348\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753599\n",
+      "Iter: 3 Subject: 1240207--------------------------------------------------\n",
+      "\n",
       "Subject: 1240184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240207\n",
       "Iter: 3 Subject: 925348\n",
-      "Iter: 3 Subject: 1240207\n",
-      "Iter: 1 Subject: 753599\n",
       "--------------------------------------------------\n",
       "Subject: 687798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 925348\n",
-      "Iter: 1 Subject: 1240184\n",
       "--------------------------------------------------\n",
       "Subject: 910947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240184\n",
-      "Iter: 2 Subject: 753599\n",
-      "Iter: 3 Subject: 1240184\n",
-      "Iter: 3 Subject: 753599\n",
-      "Iter: 1 Subject: 687798\n",
-      "Iter: 4 Subject: 1240184\n",
-      "Iter: 4 Subject: 753599\n",
       "--------------------------------------------------\n",
       "Subject: 909248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240184\n",
+      "Iter: 1 Subject: 910947\n",
+      "Iter: 1 Subject: 687798\n",
+      "Iter: 1 Subject: 909248\n",
+      "Iter: 2 Subject: 1240184\n",
+      "Iter: 2 Subject: 687798Iter: 2 Subject: 910947\n",
+      "\n",
+      "Iter: 2 Subject: 909248\n",
       "--------------------------------------------------\n",
       "Subject: 1240198 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687798\n",
-      "Iter: 1 Subject: 910947\n",
-      "Iter: 3 Subject: 687798\n",
-      "Iter: 1 Subject: 909248\n",
-      "Iter: 4 Subject: 687798\n",
-      "Iter: 2 Subject: 910947\n",
       "--------------------------------------------------\n",
       "Subject: 1330995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240198\n",
-      "Iter: 3 Subject: 910947\n",
-      "Iter: 2 Subject: 909248\n",
+      "Iter: 3 Subject: 1240184\n",
       "--------------------------------------------------\n",
       "Subject: 910861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240198\n",
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-      "Iter: 3 Subject: 1240198\n",
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       "--------------------------------------------------\n",
       "Subject: 909704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330995\n",
+      "Iter: 1 Subject: 1330995\n",
       "Iter: 1 Subject: 910861\n",
-      "Iter: 4 Subject: 909248\n",
+      "Iter: 1 Subject: 1240198\n",
+      "Iter: 1 Subject: 909704\n",
+      "Iter: 2 Subject: 1330995\n",
+      "Iter: 2 Subject: 1240198\n",
+      "Iter: 2 Subject: 910861\n",
+      "Iter: 2 Subject: 909704Iter: 3 Subject: 1240198\n",
+      "Iter: 3 Subject: 1330995\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1240201 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1330995\n",
-      "Iter: 2 Subject: 910861\n",
+      "Iter: 3 Subject: 910861\n",
       "--------------------------------------------------\n",
       "Subject: 909260 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910861\n",
-      "Iter: 1 Subject: 909704\n",
-      "Iter: 4 Subject: 910861\n",
       "Iter: 1 Subject: 1240201\n",
       "--------------------------------------------------\n",
       "Subject: 684681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909704\n",
-      "Iter: 3 Subject: 909704\n",
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       "--------------------------------------------------\n",
       "Subject: 908475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 1240201\n",
-      "Iter: 2 Subject: 908475\n",
       "--------------------------------------------------\n",
       "Subject: 908463 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909260\n",
+      "Iter: 2 Subject: 909260\n",
+      "Iter: 2 Subject: 908475\n",
       "Iter: 2 Subject: 684681\n",
-      "Iter: 4 Subject: 909260\n",
-      "Iter: 3 Subject: 908475\n",
-      "Iter: 3 Subject: 684681\n",
+      "Iter: 3 Subject: 909260\n",
+      "Iter: 1 Subject: 908463\n",
       "--------------------------------------------------\n",
       "Subject: 905978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 908463\n",
-      "Iter: 4 Subject: 908475\n",
-      "Iter: 4 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684681\n",
       "--------------------------------------------------\n",
       "Subject: 1298362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 908475\n",
+      "Iter: 1 Subject: 905978\n",
       "--------------------------------------------------\n",
       "Subject: 1240199 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298362\n",
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-      "Iter: 1 Subject: 905978Iter: 4 Subject: 908463\n",
-      "\n",
+      "Iter: 2 Subject: 905978\n",
+      "Iter: 1 Subject: 1240199\n",
       "--------------------------------------------------\n",
       "Subject: 1524418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 1524418\n",
       "--------------------------------------------------\n",
       "Subject: 1240209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298362\n",
+      "Iter: 2 Subject: 1240199\n",
+      "Iter: 1 Subject: 1524418\n",
+      "Iter: 3 Subject: 1240199Iter: 3 Subject: 1298362\n",
+      "\n",
+      "Iter: 1 Subject: 1240209\n",
+      "Iter: 2 Subject: 1524418\n",
       "--------------------------------------------------\n",
       "Subject: 909699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298362\n",
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       "Subject: 909706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240209\n",
-      "Iter: 4 Subject: 1240199\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240209\n",
+      "Iter: 3 Subject: 1524418\n",
+      "Iter: 1 Subject: 909706--------------------------------------------------\n",
+      "\n",
       "Subject: 753608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 909699\n",
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       "--------------------------------------------------\n",
       "Subject: 683667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909699\n",
+      "Iter: 2 Subject: 909706\n",
+      "Iter: 1 Subject: 753608\n",
       "Iter: 2 Subject: 909699\n",
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-      "Iter: 4 Subject: 909699\n",
       "--------------------------------------------------\n",
       "Subject: 908471 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 683667\n",
+      "Iter: 2 Subject: 753608\n",
+      "Iter: 1 Subject: 908471\n",
       "Iter: 2 Subject: 683667\n",
       "--------------------------------------------------\n",
       "Subject: 688010 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 683667\n",
       "--------------------------------------------------\n",
       "Subject: 910899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908471\n",
       "Iter: 2 Subject: 908471\n",
-      "Iter: 3 Subject: 909706\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 688010\n",
       "Iter: 1 Subject: 910899\n",
       "Iter: 3 Subject: 908471\n",
+      "Iter: 1 Subject: 1298534\n",
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-      "Iter: 4 Subject: 909706\n",
-      "Iter: 4 Subject: 908471\n",
       "Iter: 2 Subject: 910899\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 688010\n",
-      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908471\n",
+      "--------------------------------------------------Iter: 2 Subject: 1298534\n",
+      "\n",
       "Subject: 909249 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910899\n",
-      "Iter: 4 Subject: 688010\n",
-      "Iter: 4 Subject: 910899\n",
-      "Iter: 5 Subject: 688010\n",
-      "Iter: 5 Subject: 910899\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 1240200 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 909263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298534\n",
-      "Iter: 2 Subject: 1298534\n",
-      "Iter: 1 Subject: 909263\n",
-      "Iter: 1 Subject: 909249\n",
-      "Iter: 3 Subject: 1298534\n",
-      "Iter: 2 Subject: 909263\n",
-      "Iter: 4 Subject: 1298534\n",
       "--------------------------------------------------\n",
       "Subject: 910931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909263\n",
-      "Iter: 2 Subject: 909249\n",
+      "Iter: 1 Subject: 909249\n",
+      "Iter: 1 Subject: 909263\n",
       "Iter: 1 Subject: 1240200\n",
-      "Iter: 4 Subject: 909263\n",
-      "Iter: 3 Subject: 909249\n",
-      "Iter: 5 Subject: 909263\n",
-      "--------------------------------------------------Iter: 1 Subject: 910931\n",
-      "\n",
-      "Subject: 909700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909249\n",
-      "Iter: 2 Subject: 1240200\n",
-      "Iter: 5 Subject: 909249\n",
+      "Iter: 1 Subject: 910931\n",
+      "Iter: 2 Subject: 909249\n",
+      "Iter: 2 Subject: 909263\n",
       "Iter: 2 Subject: 910931\n",
+      "Iter: 2 Subject: 1240200\n",
+      "Iter: 3 Subject: 909249\n",
       "--------------------------------------------------\n",
+      "Subject: 909700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------Iter: 3 Subject: 909263\n",
+      "\n",
       "Subject: 910545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240200\n",
-      "Iter: 3 Subject: 910931\n",
-      "Iter: 4 Subject: 910931\n",
       "--------------------------------------------------\n",
       "Subject: 1240202 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240200\n",
-      "Iter: 1 Subject: 910545\n",
-      "Iter: 5 Subject: 1240200\n",
+      "Iter: 4 Subject: 909263\n",
       "Iter: 1 Subject: 909700\n",
+      "Iter: 1 Subject: 910545\n",
+      "Iter: 1 Subject: 1240202\n",
       "--------------------------------------------------\n",
       "Subject: 1240208 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 910545\n",
-      "Iter: 1 Subject: 1240202\n",
-      "Iter: 3 Subject: 910545\n",
       "Iter: 2 Subject: 909700\n",
       "Iter: 2 Subject: 1240202\n",
+      "Iter: 1 Subject: 1240208\n",
       "--------------------------------------------------\n",
       "Subject: 687997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240208\n",
-      "Iter: 3 Subject: 909700\n",
       "Iter: 3 Subject: 1240202\n",
+      "Iter: 3 Subject: 909700\n",
+      "Iter: 2 Subject: 1240208\n",
       "--------------------------------------------------\n",
       "Subject: 908472 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240202\n",
-      "Iter: 2 Subject: 1240208\n",
+      "Iter: 1 Subject: 687997\n",
       "--------------------------------------------------\n",
       "Subject: 910900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 1240208\n",
-      "Iter: 1 Subject: 687997\n",
-      "Iter: 4 Subject: 1240208\n",
-      "Iter: 1 Subject: 908472\n",
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-      "Iter: 5 Subject: 1240208\n",
-      "Iter: 1 Subject: 910900\n",
+      "Iter: 1 Subject: 908472\n",
       "--------------------------------------------------\n",
       "Subject: 1298539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687997\n",
-      "Iter: 2 Subject: 908472\n",
-      "Iter: 2 Subject: 910900\n",
-      "Iter: 4 Subject: 687997\n",
+      "Iter: 1 Subject: 910900\n",
       "--------------------------------------------------\n",
       "Subject: 1240196 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910900\n",
-      "Iter: 3 Subject: 908472\n",
+      "Iter: 2 Subject: 908472\n",
+      "Iter: 1 Subject: 1298539\n",
+      "Iter: 2 Subject: 910900\n",
       "--------------------------------------------------\n",
       "Subject: 910546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 1240196\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908472\n",
+      "Iter: 2 Subject: 1298539\n",
       "--------------------------------------------------\n",
       "Subject: 909697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240196\n",
       "Iter: 1 Subject: 910546\n",
-      "Iter: 1 Subject: 909697\n",
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-      "Iter: 1 Subject: 1298539\n",
-      "Iter: 2 Subject: 910546\n",
-      "Iter: 3 Subject: 1240196\n",
-      "Iter: 2 Subject: 909697\n",
+      "Iter: 3 Subject: 1298539\n",
+      "Iter: 1 Subject: 909697\n",
       "--------------------------------------------------\n",
       "Subject: 930083 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910546\n",
-      "Iter: 3 Subject: 909697\n",
-      "Iter: 2 Subject: 1298539\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910546\n",
+      "Iter: 4 Subject: 1298539\n",
+      "Iter: 3 Subject: 910546Iter: 2 Subject: 909697--------------------------------------------------\n",
+      "\n",
       "Subject: 909251 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910546\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 930083\n",
+      "--------------------------------------------------Iter: 1 Subject: 909251\n",
       "Subject: 1298529 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 930083Iter: 3 Subject: 1298539\n",
       "\n",
       "--------------------------------------------------\n",
       "Subject: 1330987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 930083\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 1298529\n",
-      "Iter: 3 Subject: 930083\n",
-      "Iter: 1 Subject: 909251\n",
-      "Iter: 1 Subject: 1330987\n",
-      "Iter: 4 Subject: 930083\n",
-      "Iter: 2 Subject: 1298529\n",
+      "Iter: 2 Subject: 930083\n",
       "Iter: 2 Subject: 909251\n",
-      "Iter: 5 Subject: 930083Iter: 2 Subject: 1330987\n",
+      "Iter: 1 Subject: 1298529Iter: 1 Subject: 1330987\n",
       "\n",
-      "Iter: 3 Subject: 1298529\n",
+      "Iter: 3 Subject: 930083\n",
       "--------------------------------------------------\n",
       "Subject: 687799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1330987\n",
+      "Iter: 2 Subject: 1330987\n",
+      "Iter: 2 Subject: 1298529\n",
       "--------------------------------------------------\n",
       "Subject: 722058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909251\n",
-      "Iter: 4 Subject: 1330987\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 687799\n",
+      "\n",
       "Subject: 753600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298529\n",
+      "Iter: 1 Subject: 722058\n",
+      "Iter: 2 Subject: 687799\n",
+      "Iter: 1 Subject: 753600\n",
       "--------------------------------------------------\n",
       "Subject: 1524419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687799\n",
-      "Iter: 1 Subject: 753600\n",
-      "Iter: 1 Subject: 722058\n",
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-      "Iter: 2 Subject: 687799\n",
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       "Iter: 2 Subject: 722058\n",
-      "Iter: 4 Subject: 753600\n",
-      "Iter: 3 Subject: 687799\n",
-      "Iter: 1 Subject: 1524419\n",
       "--------------------------------------------------\n",
       "Subject: 1240197 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 722058\n",
-      "Iter: 4 Subject: 687799\n",
       "--------------------------------------------------\n",
       "Subject: 1330991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1524419\n",
-      "Iter: 4 Subject: 722058\n",
+      "Iter: 1 Subject: 1524419\n",
       "--------------------------------------------------\n",
       "Subject: 1298538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1524419\n",
-      "Iter: 4 Subject: 1524419\n",
-      "--------------------------------------------------\n",
-      "Subject: 909701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 1 Subject: 1240197\n",
+      "Iter: 2 Subject: 1524419Iter: 1 Subject: 1330991\n",
+      "\n",
       "Iter: 1 Subject: 1298538\n",
       "Iter: 2 Subject: 1240197\n",
-      "Iter: 1 Subject: 909701\n",
-      "Iter: 3 Subject: 1240197\n",
+      "Iter: 3 Subject: 1524419Iter: 2 Subject: 1330991\n",
+      "\n",
       "Iter: 2 Subject: 1298538\n",
-      "Iter: 2 Subject: 909701\n",
-      "Iter: 1 Subject: 1330991\n",
-      "Iter: 4 Subject: 1240197\n",
-      "Iter: 3 Subject: 1298538\n",
-      "Iter: 3 Subject: 909701\n",
+      "--------------------------------------------------\n",
+      "Subject: 909701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 909252 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298538\n",
-      "Iter: 4 Subject: 909701\n",
-      "Iter: 2 Subject: 1330991\n",
       "--------------------------------------------------\n",
       "Subject: 1240204 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1298538\n",
       "--------------------------------------------------\n",
       "Subject: 946360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1330991\n",
-      "Iter: 1 Subject: 1240204\n",
-      "Iter: 1 Subject: 909252\n",
+      "Iter: 1 Subject: 909701\n",
       "Iter: 1 Subject: 946360\n",
-      "Iter: 4 Subject: 1330991\n",
-      "Iter: 2 Subject: 1240204\n",
+      "Iter: 1 Subject: 909252\n",
+      "Iter: 1 Subject: 1240204\n",
+      "Iter: 2 Subject: 909701\n",
       "--------------------------------------------------\n",
       "Subject: 1298349 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240204\n",
       "Iter: 2 Subject: 909252\n",
-      "Iter: 2 Subject: 946360\n",
-      "Iter: 3 Subject: 1240204\n",
-      "Iter: 3 Subject: 909252\n",
-      "Iter: 4 Subject: 1240204\n",
-      "Iter: 3 Subject: 946360\n",
       "--------------------------------------------------\n",
       "Subject: 1298348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Iter: 1 Subject: 1298349\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Subject: 909256 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 905969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298349\n",
-      "Iter: 3 Subject: 1298349\n",
+      "Iter: 1 Subject: 1298349\n",
       "Iter: 1 Subject: 1298348\n",
-      "Iter: 1 Subject: 905969\n",
-      "Iter: 1 Subject: 909256\n",
-      "Iter: 4 Subject: 1298349\n",
+      "Iter: 1 Subject: 905969Iter: 1 Subject: 909256\n",
+      "\n",
+      "Iter: 2 Subject: 1298349\n",
       "Iter: 2 Subject: 1298348\n",
+      "Iter: 2 Subject: 905969Iter: 2 Subject: 909256\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1240185 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905969\n",
-      "Iter: 3 Subject: 1298348\n",
-      "Iter: 2 Subject: 909256\n",
-      "Iter: 4 Subject: 1298348\n",
-      "Iter: 3 Subject: 905969\n",
-      "Iter: 3 Subject: 909256\n",
-      "Iter: 4 Subject: 905969\n",
       "--------------------------------------------------\n",
       "Subject: 909264 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909256\n",
+      "Iter: 3 Subject: 905969\n",
+      "Iter: 3 Subject: 909256Iter: 1 Subject: 1240185\n",
+      "\n",
+      "Iter: 1 Subject: 909264\n",
       "--------------------------------------------------\n",
       "Subject: 971773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 1240185\n",
       "Subject: 905964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240185\n",
-      "Iter: 2 Subject: 1240185\n",
+      "\n",
+      "Iter: 2 Subject: 909264\n",
       "Iter: 1 Subject: 971773\n",
-      "Iter: 1 Subject: 905964\n",
       "Iter: 3 Subject: 1240185\n",
-      "Iter: 1 Subject: 909264\n",
+      "Iter: 2 Subject: 971773Iter: 1 Subject: 905964\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 925346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 971773\n",
-      "Iter: 2 Subject: 905964\n",
-      "Iter: 2 Subject: 909264\n",
-      "Iter: 3 Subject: 971773\n",
-      "Iter: 3 Subject: 905964\n",
-      "Iter: 1 Subject: 925346\n",
-      "Iter: 3 Subject: 909264\n",
-      "Iter: 4 Subject: 905964\n",
-      "Iter: 4 Subject: 971773\n",
       "--------------------------------------------------\n",
       "Subject: 1240205 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905964\n",
+      "Iter: 3 Subject: 971773Iter: 1 Subject: 925346\n",
+      "\n",
       "Iter: 2 Subject: 925346\n",
       "--------------------------------------------------\n",
       "Subject: 909257 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 971773\n",
-      "Iter: 3 Subject: 925346\n",
       "--------------------------------------------------\n",
-      "Subject: 908476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 908476 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240205\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 908467 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240205\n",
-      "Iter: 1 Subject: 909257\n",
-      "Iter: 2 Subject: 1240205\n",
-      "Iter: 2 Subject: 909257\n",
+      "Iter: 3 Subject: 925346Iter: 1 Subject: 909257\n",
+      "\n",
       "Iter: 1 Subject: 908476\n",
-      "Iter: 1 Subject: 908467\n",
-      "Iter: 3 Subject: 909257\n",
-      "Iter: 3 Subject: 1240205\n",
-      "Iter: 2 Subject: 908476\n",
-      "Iter: 2 Subject: 908467\n",
-      "Iter: 4 Subject: 909257\n",
-      "Iter: 4 Subject: 1240205\n",
       "--------------------------------------------------\n",
       "Subject: 1298350 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908467\n",
+      "Iter: 2 Subject: 908476\n",
+      "Iter: 2 Subject: 909257Iter: 1 Subject: 908467\n",
+      "\n",
+      "Iter: 1 Subject: 1298350Iter: 2 Subject: 908467\n",
+      "\n",
       "Iter: 3 Subject: 908476\n",
-      "Iter: 5 Subject: 1240205\n",
-      "Iter: 4 Subject: 908467\n",
+      "Iter: 3 Subject: 909257\n",
       "--------------------------------------------------\n",
       "Subject: 1298359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908476\n",
-      "Iter: 5 Subject: 908467\n",
-      "Iter: 5 Subject: 908476\n",
+      "Iter: 2 Subject: 1298350\n",
+      "Iter: 3 Subject: 908467\n",
       "--------------------------------------------------\n",
       "Subject: 909250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298350\n",
       "--------------------------------------------------\n",
       "Subject: 688007 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1298359\n",
-      "Iter: 2 Subject: 1298350\n",
-      "Iter: 1 Subject: 688007\n",
       "Iter: 3 Subject: 1298350\n",
-      "Iter: 4 Subject: 1298350\n",
-      "Iter: 2 Subject: 688007\n",
-      "Iter: 2 Subject: 1298359\n",
       "Iter: 1 Subject: 909250\n",
+      "Iter: 1 Subject: 688007\n",
+      "Iter: 2 Subject: 1298359\n",
       "--------------------------------------------------\n",
       "Subject: 753575 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 688007\n",
+      "Iter: 2 Subject: 909250\n",
+      "Iter: 3 Subject: 1298359\n",
+      "Iter: 2 Subject: 688007\n",
+      "Iter: 1 Subject: 753575\n",
+      "Iter: 3 Subject: 909250\n",
       "--------------------------------------------------\n",
       "Subject: 909975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298359\n",
-      "Iter: 2 Subject: 909250\n",
-      "Iter: 4 Subject: 1298359\n",
-      "Iter: 5 Subject: 1298359\n",
-      "Iter: 3 Subject: 909250\n",
-      "Iter: 1 Subject: 753575\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
       "Subject: 907279 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909975\n",
-      "Iter: 4 Subject: 909250\n",
       "Iter: 2 Subject: 753575\n",
-      "Iter: 2 Subject: 909975\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 909975\n",
+      "\n",
       "Subject: 946361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753575\n",
-      "Iter: 3 Subject: 909975\n",
       "Iter: 1 Subject: 907279\n",
-      "Iter: 4 Subject: 909975\n",
-      "Iter: 4 Subject: 753575Iter: 1 Subject: 946361\n",
-      "\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753575\n",
+      "Iter: 2 Subject: 909975\n",
+      "--------------------------------------------------Iter: 2 Subject: 907279\n",
       "Subject: 907796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 753575\n",
-      "Iter: 2 Subject: 946361\n",
-      "Iter: 2 Subject: 907279\n",
+      "\n",
+      "Iter: 1 Subject: 946361\n",
       "--------------------------------------------------\n",
       "Subject: 753588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 946361\n",
-      "Iter: 3 Subject: 907279\n",
       "--------------------------------------------------\n",
       "Subject: 1298226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 907796\n",
-      "Iter: 4 Subject: 907279\n",
-      "--------------------------------------------------Iter: 1 Subject: 753588\n",
-      "\n",
-      "Subject: 906868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907796\n",
+      "Iter: 1 Subject: 753588\n",
+      "Iter: 2 Subject: 946361\n",
       "Iter: 2 Subject: 753588\n",
-      "Iter: 3 Subject: 753588\n",
-      "Iter: 3 Subject: 907796\n",
-      "Iter: 1 Subject: 906868\n",
-      "Iter: 4 Subject: 753588\n",
       "Iter: 1 Subject: 1298226\n",
+      "Iter: 2 Subject: 907796\n",
+      "Iter: 3 Subject: 946361\n",
+      "Iter: 2 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 906868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 906873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907796\n",
-      "Iter: 2 Subject: 906868\n",
-      "Iter: 5 Subject: 907796\n",
-      "Iter: 2 Subject: 1298226\n",
+      "Iter: 3 Subject: 1298226\n",
       "--------------------------------------------------\n",
       "Subject: 1240174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906868\n",
-      "Iter: 4 Subject: 906868\n",
-      "Iter: 3 Subject: 1298226\n",
-      "Iter: 5 Subject: 906868\n",
-      "Iter: 4 Subject: 1298226\n",
-      "Iter: 1 Subject: 1240174\n",
+      "Iter: 1 Subject: 906868\n",
       "Iter: 1 Subject: 906873\n",
       "--------------------------------------------------\n",
       "Subject: 1330955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1298226\n",
+      "Iter: 1 Subject: 1240174\n",
+      "Iter: 2 Subject: 906873\n",
+      "Iter: 2 Subject: 906868\n",
+      "Iter: 1 Subject: 1330955\n",
       "Iter: 2 Subject: 1240174\n",
+      "Iter: 3 Subject: 906873\n",
+      "Iter: 3 Subject: 906868\n",
       "--------------------------------------------------\n",
       "Subject: 924187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240174\n",
-      "Iter: 2 Subject: 906873\n",
-      "Iter: 4 Subject: 1240174\n",
+      "Iter: 2 Subject: 1330955\n",
       "--------------------------------------------------\n",
       "Subject: 907300 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906873\n",
+      "Iter: 4 Subject: 906868\n",
       "Iter: 1 Subject: 924187\n",
-      "Iter: 1 Subject: 1330955\n",
-      "Iter: 4 Subject: 906873\n",
       "--------------------------------------------------\n",
       "Subject: 907276 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330955\n",
-      "Iter: 2 Subject: 924187\n",
-      "Iter: 3 Subject: 1330955\n",
-      "Iter: 3 Subject: 924187\n",
-      "Iter: 1 Subject: 907276\n",
       "--------------------------------------------------\n",
       "Subject: 907277 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907300\n",
+      "Iter: 2 Subject: 924187\n",
+      "Iter: 1 Subject: 907276\n",
       "--------------------------------------------------\n",
       "Subject: 753586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907300\n",
+      "Iter: 1 Subject: 907277\n",
+      "Iter: 2 Subject: 907300\n",
       "Iter: 2 Subject: 907276\n",
+      "Iter: 2 Subject: 907277\n",
       "Iter: 1 Subject: 753586\n",
-      "Iter: 3 Subject: 907276\n",
-      "Iter: 2 Subject: 907300\n",
       "--------------------------------------------------\n",
       "Subject: 1330935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907277\n",
       "Iter: 2 Subject: 753586\n",
-      "Iter: 3 Subject: 907300\n",
-      "Iter: 2 Subject: 907277\n",
-      "Iter: 3 Subject: 753586\n",
-      "Iter: 4 Subject: 753586\n",
-      "Iter: 3 Subject: 907277\n",
-      "Iter: 4 Subject: 907300\n",
       "--------------------------------------------------\n",
       "Subject: 910694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907277\n",
       "Iter: 1 Subject: 1330935\n",
+      "Iter: 3 Subject: 907277\n",
       "--------------------------------------------------\n",
       "Subject: 907323 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910694\n",
+      "--------------------------------------------------Iter: 2 Subject: 1330935\n",
       "Subject: 910932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330935\n",
-      "Iter: 3 Subject: 1330935\n",
-      "Iter: 1 Subject: 910694\n",
+      "\n",
       "Iter: 1 Subject: 907323\n",
-      "Iter: 4 Subject: 1330935\n",
-      "Iter: 5 Subject: 1330935\n",
-      "Iter: 2 Subject: 907323\n",
       "Iter: 2 Subject: 910694\n",
+      "Iter: 1 Subject: 910932\n",
       "--------------------------------------------------\n",
       "Subject: 907291 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910932\n",
-      "Iter: 3 Subject: 907323\n",
-      "Iter: 3 Subject: 910694\n",
-      "Iter: 4 Subject: 907323\n",
-      "Iter: 4 Subject: 910694\n",
       "--------------------------------------------------\n",
       "Subject: 910948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907323\n",
+      "Iter: 2 Subject: 910932\n",
+      "Iter: 3 Subject: 907323\n",
       "Iter: 1 Subject: 907291\n",
+      "Iter: 3 Subject: 910932\n",
+      "Iter: 1 Subject: 910948\n",
       "--------------------------------------------------\n",
       "Subject: 908127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910932\n",
-      "Iter: 2 Subject: 907291\n",
-      "Iter: 3 Subject: 907291\n",
-      "Iter: 1 Subject: 910948\n",
-      "Iter: 4 Subject: 907291\n",
-      "Iter: 3 Subject: 910932\n",
       "--------------------------------------------------\n",
-      "Subject: 907319 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 910948\n",
-      "\n",
+      "Subject: 907319 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907291\n",
+      "Iter: 2 Subject: 910948\n",
+      "Iter: 1 Subject: 907319\n",
+      "Iter: 3 Subject: 907291\n",
       "Iter: 1 Subject: 908127\n",
-      "Iter: 4 Subject: 910932\n",
-      "Iter: 3 Subject: 910948\n",
       "--------------------------------------------------\n",
       "Subject: 753574 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910948\n",
+      "Iter: 2 Subject: 907319\n",
+      "Iter: 2 Subject: 908127\n",
       "--------------------------------------------------\n",
       "Subject: 1327774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908127\n",
-      "Iter: 1 Subject: 907319\n",
-      "Iter: 3 Subject: 908127\n",
-      "Iter: 2 Subject: 907319\n",
-      "Iter: 4 Subject: 908127\n",
-      "Iter: 3 Subject: 907319\n",
+      "Iter: 1 Subject: 753574\n",
       "--------------------------------------------------\n",
       "Subject: 1298219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908127\n",
+      "Iter: 2 Subject: 753574\n",
+      "Iter: 1 Subject: 1327774\n",
+      "Iter: 1 Subject: 1298219\n",
       "--------------------------------------------------\n",
       "Subject: 907786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753574\n",
-      "Iter: 1 Subject: 1327774\n",
-      "Iter: 2 Subject: 753574\n",
-      "Iter: 1 Subject: 907786\n",
-      "Iter: 2 Subject: 1327774\n",
-      "Iter: 1 Subject: 1298219\n",
-      "Iter: 3 Subject: 1327774\n",
       "Iter: 3 Subject: 753574\n",
-      "Iter: 2 Subject: 907786\n",
+      "Iter: 2 Subject: 1327774\n",
+      "Iter: 2 Subject: 1298219\n",
       "--------------------------------------------------\n",
-      "Subject: 924239 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 907786Subject: 924239 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907786\n",
-      "Iter: 4 Subject: 753574\n",
-      "Iter: 2 Subject: 1298219\n",
       "--------------------------------------------------\n",
       "Subject: 1240169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Subject: 906863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298219\n",
-      "Iter: 4 Subject: 1298219\n",
+      "Iter: 2 Subject: 907786\n",
+      "Iter: 1 Subject: 924239Iter: 1 Subject: 1240169\n",
+      "\n",
       "Iter: 1 Subject: 906863\n",
+      "Iter: 3 Subject: 907786\n",
+      "Iter: 2 Subject: 1240169\n",
+      "Iter: 2 Subject: 924239\n",
+      "Iter: 2 Subject: 906863\n",
       "--------------------------------------------------\n",
       "Subject: 907299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240169\n",
-      "Iter: 2 Subject: 1240169\n",
-      "Iter: 1 Subject: 924239\n",
-      "Iter: 2 Subject: 906863\n",
       "Iter: 3 Subject: 1240169\n",
-      "Iter: 3 Subject: 906863\n",
-      "Iter: 4 Subject: 1240169\n",
-      "Iter: 2 Subject: 924239\n",
-      "Iter: 4 Subject: 906863\n",
-      "Iter: 1 Subject: 907299\n",
       "--------------------------------------------------\n",
       "Subject: 906871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Subject: 925343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 924239\n",
       "--------------------------------------------------\n",
-      "Subject: 908126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 925343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907299\n",
-      "Iter: 3 Subject: 907299\n",
-      "Iter: 4 Subject: 907299\n",
       "--------------------------------------------------\n",
-      "Subject: 907321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 908126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907299\n",
       "Iter: 1 Subject: 925343\n",
       "Iter: 1 Subject: 908126\n",
-      "Iter: 2 Subject: 925343\n",
-      "Iter: 3 Subject: 925343\n",
-      "Iter: 1 Subject: 907321\n",
       "Iter: 1 Subject: 906871\n",
+      "Iter: 2 Subject: 925343\n",
+      "Iter: 2 Subject: 906871\n",
       "Iter: 2 Subject: 908126\n",
-      "Iter: 4 Subject: 925343\n",
+      "Iter: 2 Subject: 907299\n",
+      "--------------------------------------------------\n",
+      "Subject: 907321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 907311 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907321\n",
-      "Iter: 3 Subject: 908126\n",
-      "Iter: 3 Subject: 907321\n",
-      "Iter: 2 Subject: 906871\n",
-      "Iter: 4 Subject: 908126\n",
-      "Iter: 4 Subject: 907321\n",
       "--------------------------------------------------\n",
       "Subject: 907284 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907299\n",
+      "Iter: 1 Subject: 907311\n",
       "--------------------------------------------------\n",
       "Subject: 1330931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907311\n",
-      "Iter: 3 Subject: 906871\n",
+      "Iter: 1 Subject: 907284Iter: 1 Subject: 907321\n",
+      "\n",
+      "Iter: 2 Subject: 907321Iter: 1 Subject: 1330931\n",
+      "\n",
       "Iter: 2 Subject: 907311\n",
+      "Iter: 2 Subject: 907284\n",
       "--------------------------------------------------\n",
       "Subject: 949170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906871\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907311\n",
+      "Iter: 2 Subject: 1330931--------------------------------------------------\n",
+      "\n",
       "Subject: 753592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907284\n",
-      "Iter: 2 Subject: 907284\n",
-      "Iter: 3 Subject: 907284\n",
-      "Iter: 4 Subject: 907284\n",
       "--------------------------------------------------\n",
       "Subject: 1240168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1330931\n",
-      "Iter: 1 Subject: 753592\n",
       "Iter: 1 Subject: 949170\n",
-      "Iter: 2 Subject: 1330931\n",
-      "Iter: 2 Subject: 949170\n",
-      "Iter: 2 Subject: 753592\n",
-      "Iter: 1 Subject: 1240168\n",
-      "Iter: 3 Subject: 949170\n",
-      "Iter: 3 Subject: 753592\n",
-      "Iter: 2 Subject: 1240168\n",
       "Iter: 3 Subject: 1330931\n",
-      "Iter: 4 Subject: 949170\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240168Subject: 1290806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 753592\n",
+      "Iter: 1 Subject: 1240168\n",
+      "Iter: 2 Subject: 949170Iter: 4 Subject: 1330931\n",
+      "\n",
+      "Iter: 2 Subject: 753592\n",
+      "Iter: 2 Subject: 1240168--------------------------------------------------\n",
+      "Subject: 1290806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
       "--------------------------------------------------\n",
       "Subject: 906999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Iter: 4 Subject: 753592--------------------------------------------------\n",
-      "\n",
-      "Iter: 4 Subject: 1240168\n",
-      "Iter: 5 Subject: 753592\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 906872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1240168\n",
+      "Iter: 1 Subject: 1290806\n",
       "--------------------------------------------------\n",
       "Subject: 908129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 906999\n",
       "Iter: 1 Subject: 906872\n",
-      "Iter: 2 Subject: 906999\n",
       "Iter: 1 Subject: 908129\n",
-      "Iter: 2 Subject: 906872\n",
-      "Iter: 1 Subject: 1290806\n",
-      "Iter: 3 Subject: 906999\n",
-      "Iter: 2 Subject: 908129\n",
-      "Iter: 3 Subject: 906872\n",
-      "Iter: 4 Subject: 906999\n",
-      "Iter: 3 Subject: 908129\n",
-      "Iter: 5 Subject: 906999\n",
       "Iter: 2 Subject: 1290806\n",
-      "Iter: 4 Subject: 906872\n",
+      "Iter: 2 Subject: 906999\n",
+      "Iter: 2 Subject: 908129\n",
+      "Iter: 2 Subject: 906872\n",
+      "Iter: 3 Subject: 1290806\n",
       "--------------------------------------------------\n",
       "Subject: 1330944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908129\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1290806\n",
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-      "--------------------------------------------------\n",
-      "Subject: 753570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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       "Iter: 1 Subject: 907313\n",
-      "Iter: 3 Subject: 1330944\n",
       "--------------------------------------------------\n",
-      "Subject: 713899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 753570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1298168\n",
       "Iter: 2 Subject: 907313\n",
+      "Iter: 2 Subject: 1330944\n",
       "Iter: 1 Subject: 753570\n",
-      "Iter: 3 Subject: 907313\n",
       "Iter: 2 Subject: 1298168\n",
-      "Iter: 4 Subject: 907313\n",
-      "Iter: 2 Subject: 753570\n",
-      "Iter: 1 Subject: 713899\n",
+      "--------------------------------------------------\n",
+      "Subject: 713899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 907795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753570\n",
+      "Iter: 2 Subject: 753570\n",
       "Iter: 3 Subject: 1298168\n",
-      "Iter: 2 Subject: 713899\n",
-      "Iter: 4 Subject: 753570\n",
       "Iter: 1 Subject: 907795\n",
-      "Iter: 3 Subject: 713899\n",
+      "Iter: 3 Subject: 753570Iter: 1 Subject: 713899\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1240170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298168\n",
-      "Iter: 2 Subject: 907795\n",
-      "Iter: 4 Subject: 713899\n",
-      "Iter: 5 Subject: 1298168\n",
       "--------------------------------------------------\n",
       "Subject: 906865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 713899Iter: 2 Subject: 907795\n",
+      "\n",
+      "Iter: 1 Subject: 1240170Iter: 1 Subject: 906865\n",
+      "\n",
       "Iter: 3 Subject: 907795\n",
+      "Iter: 3 Subject: 713899\n",
       "--------------------------------------------------\n",
       "Subject: 906877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907795\n",
-      "Iter: 1 Subject: 1240170\n",
+      "Iter: 2 Subject: 1240170\n",
+      "Iter: 2 Subject: 906865\n",
       "--------------------------------------------------\n",
       "Subject: 908147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240170\n",
-      "Iter: 1 Subject: 906865\n",
-      "Iter: 3 Subject: 1240170\n",
-      "Iter: 1 Subject: 906877\n",
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-      "Iter: 4 Subject: 1240170\n",
-      "Iter: 2 Subject: 908147\n",
-      "Iter: 2 Subject: 906865\n",
-      "Iter: 2 Subject: 906877\n",
       "--------------------------------------------------\n",
       "Subject: 908128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1240170\n",
-      "Iter: 3 Subject: 906865\n",
       "--------------------------------------------------\n",
-      "Subject: 753576 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 753576 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 906877\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906877\n",
-      "Iter: 4 Subject: 906877\n",
-      "Iter: 4 Subject: 906865\n",
+      "Iter: 1 Subject: 908147\n",
+      "Iter: 1 Subject: 908128\n",
+      "Iter: 2 Subject: 906877\n",
+      "Iter: 2 Subject: 908147\n",
+      "Iter: 1 Subject: 753576\n",
+      "Iter: 2 Subject: 908128\n",
       "--------------------------------------------------\n",
       "Subject: 1330933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 906865\n",
+      "Iter: 3 Subject: 906877\n",
       "--------------------------------------------------\n",
       "Subject: 1298169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753576\n",
-      "Iter: 1 Subject: 908128\n",
-      "Iter: 1 Subject: 1298169\n",
+      "Iter: 4 Subject: 906877Iter: 3 Subject: 908128\n",
+      "\n",
       "Iter: 1 Subject: 1330933\n",
-      "Iter: 2 Subject: 753576\n",
-      "Iter: 2 Subject: 1298169\n",
-      "Iter: 2 Subject: 1330933\n",
-      "Iter: 3 Subject: 1298169\n",
-      "Iter: 2 Subject: 908128\n",
-      "Iter: 3 Subject: 753576\n",
-      "Iter: 3 Subject: 1330933\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 753578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298169\n",
-      "Iter: 4 Subject: 753576\n",
-      "Iter: 3 Subject: 908128\n",
-      "Iter: 5 Subject: 1298169\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 724863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 753576\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298169\n",
+      "Iter: 2 Subject: 1330933\n",
+      "Iter: 1 Subject: 753578\n",
+      "Iter: 1 Subject: 724863\n",
+      "Iter: 2 Subject: 1298169\n",
+      "--------------------------------------------------Iter: 3 Subject: 1330933\n",
+      "\n",
       "Subject: 998189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753578\n",
+      "Iter: 2 Subject: 724863--------------------------------------------------\n",
+      "\n",
       "Subject: 907783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753578\n",
-      "Iter: 2 Subject: 753578\n",
-      "Iter: 1 Subject: 998189\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "Iter: 3 Subject: 753578\n",
-      "Iter: 4 Subject: 753578\n",
-      "Iter: 2 Subject: 998189\n",
+      "Iter: 1 Subject: 998189\n",
       "Iter: 1 Subject: 907783\n",
       "--------------------------------------------------\n",
       "Subject: 1240129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 998189\n",
-      "Iter: 1 Subject: 724863\n",
-      "Iter: 2 Subject: 907783\n",
-      "Iter: 4 Subject: 998189\n",
+      "Iter: 3 Subject: 724863\n",
+      "Iter: 2 Subject: 998189\n",
       "--------------------------------------------------\n",
       "Subject: 1240130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907783\n",
-      "Iter: 2 Subject: 724863\n",
+      "Iter: 2 Subject: 907783\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 1 Subject: 1240129\n",
-      "Iter: 4 Subject: 907783\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 998189\n",
+      "Iter: 1 Subject: 1240130--------------------------------------------------\n",
+      "\n",
       "Subject: 1290807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 1240129\n",
-      "Iter: 3 Subject: 724863\n",
-      "Iter: 3 Subject: 1240129\n",
-      "Iter: 4 Subject: 724863\n",
-      "Iter: 4 Subject: 1240129\n",
       "--------------------------------------------------\n",
       "Subject: 908146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240130\n",
       "--------------------------------------------------\n",
       "Subject: 687514 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1290807\n",
-      "Iter: 1 Subject: 1240130\n",
-      "Iter: 2 Subject: 1290807\n",
-      "Iter: 3 Subject: 1290807\n",
-      "Iter: 1 Subject: 687514\n",
-      "Iter: 4 Subject: 1290807\n",
-      "Iter: 2 Subject: 1240130\n",
-      "Iter: 1 Subject: 908146\n",
       "--------------------------------------------------\n",
       "Subject: 753573 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687514\n",
-      "Iter: 3 Subject: 1240130Iter: 2 Subject: 908146\n",
-      "\n",
-      "Iter: 3 Subject: 908146\n",
-      "Iter: 4 Subject: 1240130\n",
+      "Iter: 1 Subject: 908146\n",
+      "Iter: 2 Subject: 1290807\n",
       "Iter: 1 Subject: 753573\n",
-      "Iter: 3 Subject: 687514\n",
+      "Iter: 2 Subject: 908146Iter: 1 Subject: 687514\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 907271 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 924188 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687514\n",
+      "Iter: 2 Subject: 753573Iter: 1 Subject: 907271\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753582 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753573\n",
+      "Iter: 1 Subject: 924188\n",
       "Iter: 3 Subject: 753573\n",
-      "Iter: 4 Subject: 753573\n",
-      "Iter: 1 Subject: 753582\n",
-      "Iter: 1 Subject: 907271\n",
-      "Iter: 5 Subject: 753573\n",
+      "Iter: 2 Subject: 907271\n",
       "--------------------------------------------------\n",
       "Subject: 713878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753582\n",
+      "Iter: 2 Subject: 924188\n",
+      "Iter: 3 Subject: 907271\n",
       "Iter: 2 Subject: 753582\n",
-      "Iter: 2 Subject: 907271\n",
-      "Iter: 1 Subject: 924188\n",
-      "Iter: 3 Subject: 753582\n",
       "Iter: 1 Subject: 713878\n",
-      "Iter: 3 Subject: 907271\n",
-      "Iter: 4 Subject: 753582\n",
       "--------------------------------------------------\n",
       "Subject: 907792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924188Iter: 2 Subject: 713878\n",
-      "\n",
-      "Iter: 4 Subject: 907271\n",
-      "Iter: 3 Subject: 713878\n",
-      "Iter: 5 Subject: 907271\n",
       "--------------------------------------------------\n",
       "Subject: 906869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 924188\n",
-      "Iter: 1 Subject: 907792\n",
-      "Iter: 6 Subject: 907271\n",
       "--------------------------------------------------\n",
       "Subject: 906875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 713878\n",
+      "Iter: 1 Subject: 907792\n",
+      "Iter: 1 Subject: 906869\n",
+      "Iter: 1 Subject: 906875\n",
       "--------------------------------------------------\n",
       "Subject: 907298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 907792\n",
-      "Iter: 3 Subject: 907792\n",
-      "Iter: 1 Subject: 906869\n",
-      "Iter: 4 Subject: 907792\n",
+      "Iter: 2 Subject: 906875\n",
+      "Iter: 2 Subject: 906869\n",
+      "Iter: 1 Subject: 907298\n",
       "--------------------------------------------------\n",
       "Subject: 908148 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906869\n",
-      "Iter: 1 Subject: 906875\n",
-      "Iter: 1 Subject: 907298\n",
+      "Iter: 3 Subject: 906875\n",
       "Iter: 3 Subject: 906869\n",
-      "Iter: 4 Subject: 906869\n",
       "Iter: 2 Subject: 907298\n",
-      "Iter: 2 Subject: 906875\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908148\n",
       "Subject: 908124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907298\n",
-      "Iter: 3 Subject: 906875\n",
       "--------------------------------------------------\n",
       "Subject: 907317 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906875\n",
       "--------------------------------------------------\n",
       "Subject: 1327775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907317\n",
-      "Iter: 1 Subject: 908148\n",
-      "Iter: 2 Subject: 907317\n",
-      "Iter: 3 Subject: 907317\n",
+      "Iter: 1 Subject: 908124\n",
       "Iter: 2 Subject: 908148\n",
+      "Iter: 1 Subject: 907317\n",
+      "Iter: 1 Subject: 1327775Iter: 2 Subject: 908124\n",
+      "\n",
+      "--------------------------------------------------Iter: 2 Subject: 907317\n",
+      "\n",
+      "--------------------------------------------------Subject: 924186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------Subject: 907787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 924186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908124\n",
-      "Iter: 3 Subject: 908148\n",
-      "Iter: 1 Subject: 1327775\n",
-      "Iter: 1 Subject: 924186\n",
-      "Iter: 4 Subject: 908148\n",
-      "Iter: 2 Subject: 908124\n",
+      "\n",
       "Iter: 2 Subject: 1327775\n",
-      "--------------------------------------------------\n",
-      "Subject: 907787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924186\n",
-      "Iter: 3 Subject: 924186\n",
-      "Iter: 3 Subject: 908124\n",
+      "Iter: 3 Subject: 907317\n",
+      "Iter: 1 Subject: 924186\n",
       "Iter: 3 Subject: 1327775\n",
-      "Iter: 4 Subject: 924186\n",
       "--------------------------------------------------\n",
       "Subject: 753589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907787\n",
+      "Iter: 2 Subject: 924186\n",
+      "Iter: 2 Subject: 907787--------------------------------------------------\n",
       "Subject: 917486 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908124\n",
+      "Iter: 1 Subject: 753589\n",
+      "Iter: 3 Subject: 924186\n",
+      "Iter: 3 Subject: 907787\n",
+      "Iter: 2 Subject: 753589\n",
       "--------------------------------------------------\n",
       "Subject: 907789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907787\n",
-      "Iter: 1 Subject: 753589\n",
       "Iter: 1 Subject: 917486\n",
-      "Iter: 2 Subject: 907787\n",
-      "Iter: 2 Subject: 753589\n",
       "Iter: 3 Subject: 753589\n",
-      "Iter: 2 Subject: 917486\n",
-      "Iter: 1 Subject: 907789Iter: 3 Subject: 907787\n",
-      "\n",
-      "Iter: 4 Subject: 753589\n",
-      "--------------------------------------------------Iter: 4 Subject: 907787\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Subject: 687568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Iter: 3 Subject: 917486\n",
-      "Iter: 2 Subject: 907789--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
-      "Subject: 924250 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Iter: 1 Subject: 907789\n",
+      "Iter: 4 Subject: 907787\n",
+      "Iter: 2 Subject: 917486\n",
+      "Iter: 1 Subject: 687568\n",
       "--------------------------------------------------\n",
-      "\n",
       "Subject: 907041 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 917486\n",
+      "Iter: 2 Subject: 907789\n",
+      "Iter: 3 Subject: 917486\n",
+      "Iter: 2 Subject: 687568\n",
+      "--------------------------------------------------\n",
+      "Subject: 924250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 908149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687568\n",
-      "Iter: 1 Subject: 924250\n",
-      "Iter: 1 Subject: 908149\n",
-      "Iter: 2 Subject: 687568\n",
-      "Iter: 2 Subject: 924250\n",
-      "Iter: 3 Subject: 687568\n",
-      "Iter: 2 Subject: 908149\n",
-      "Iter: 3 Subject: 924250\n",
-      "Iter: 4 Subject: 687568\n",
-      "Iter: 3 Subject: 908149\n",
       "Iter: 1 Subject: 907041\n",
-      "Iter: 4 Subject: 924250\n",
       "--------------------------------------------------\n",
       "Subject: 1330943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924250\n",
+      "Iter: 1 Subject: 908149\n",
+      "Iter: 2 Subject: 924250\n",
+      "Iter: 2 Subject: 907041\n",
+      "Iter: 1 Subject: 1330943\n",
+      "Iter: 2 Subject: 908149\n",
       "--------------------------------------------------\n",
       "Subject: 1240179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 753596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1330943\n",
-      "Iter: 2 Subject: 907041\n",
-      "Iter: 2 Subject: 1330943\n",
-      "Iter: 3 Subject: 907041\n",
-      "Iter: 3 Subject: 1330943\n",
-      "Iter: 1 Subject: 1240179\n",
-      "Iter: 4 Subject: 907041\n",
-      "Iter: 4 Subject: 1330943\n",
       "--------------------------------------------------\n",
       "Subject: 1240173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330943\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240179\n",
       "Subject: 687588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 2 Subject: 1240179\n",
-      "Iter: 3 Subject: 1240179\n",
-      "Iter: 1 Subject: 753596\n",
-      "--------------------------------------------------\n",
-      "Subject: 1299078 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687588\n",
+      "Iter: 1 Subject: 753596\n",
       "Iter: 1 Subject: 1240173\n",
-      "Iter: 2 Subject: 687588\n",
-      "Iter: 1 Subject: 1299078\n",
-      "Iter: 3 Subject: 687588\n",
+      "Iter: 2 Subject: 1240179\n",
+      "Iter: 1 Subject: 687588\n",
       "Iter: 2 Subject: 753596\n",
       "Iter: 2 Subject: 1240173\n",
-      "Iter: 4 Subject: 687588\n",
-      "Iter: 2 Subject: 1299078\n",
+      "Iter: 3 Subject: 1240179\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1299078 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Subject: 909905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 687588\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1299078\n",
-      "Iter: 3 Subject: 753596\n",
-      "Iter: 3 Subject: 1240173\n",
-      "Iter: 4 Subject: 1299078\n",
-      "Iter: 4 Subject: 753596\n",
-      "Iter: 4 Subject: 1240173\n",
-      "Iter: 5 Subject: 1299078\n",
-      "Iter: 1 Subject: 909905\n",
       "--------------------------------------------------\n",
       "Subject: 753621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687588\n",
+      "Iter: 1 Subject: 753621\n",
+      "Iter: 1 Subject: 1299078Iter: 1 Subject: 909905\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753621\n",
+      "Iter: 3 Subject: 753621\n",
+      "Iter: 2 Subject: 1299078Iter: 1 Subject: 753623\n",
+      "Iter: 2 Subject: 909905\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 930297 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909905\n",
-      "Iter: 3 Subject: 909905\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 753623\n",
       "Subject: 909709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753621\n",
-      "Iter: 1 Subject: 753623\n",
-      "Iter: 2 Subject: 753621\n",
-      "Iter: 2 Subject: 753623\n",
-      "Iter: 3 Subject: 753621\n",
-      "Iter: 1 Subject: 930297\n",
-      "Iter: 4 Subject: 753621\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Iter: 3 Subject: 909905\n",
       "Iter: 3 Subject: 753623\n",
+      "Iter: 1 Subject: 930297\n",
       "--------------------------------------------------\n",
       "Subject: 1240216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 909709\n",
       "Iter: 2 Subject: 930297\n",
-      "Iter: 4 Subject: 753623\n",
-      "Iter: 5 Subject: 753623\n",
-      "Iter: 3 Subject: 930297\n",
       "--------------------------------------------------\n",
       "Subject: 717431 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909709\n",
+      "Iter: 1 Subject: 1240216\n",
       "--------------------------------------------------\n",
       "Subject: 753594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 717431\n",
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 753594\n",
       "Subject: 971777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 753594\n",
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-      "Iter: 4 Subject: 717431\n",
       "--------------------------------------------------\n",
       "Subject: 909777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 971777\n",
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+      "Iter: 2 Subject: 971777\n",
+      "Iter: 1 Subject: 909777\n",
+      "Iter: 1 Subject: 1299081\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299081\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 909904\n",
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+      "Iter: 1 Subject: 909904\n",
       "Subject: 946353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Iter: 4 Subject: 909904\n",
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       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 909904\n",
       "Iter: 1 Subject: 946353\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753622\n",
+      "--------------------------------------------------Iter: 1 Subject: 1331032\n",
+      "\n",
       "Subject: 909738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1331032\n",
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-      "Iter: 4 Subject: 1331032\n",
+      "Iter: 2 Subject: 946353\n",
       "--------------------------------------------------\n",
       "Subject: 687457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1299081\n",
-      "Iter: 2 Subject: 946353\n",
+      "Iter: 2 Subject: 1331032\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 908156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 909738\n",
+      "Iter: 1 Subject: 908156\n",
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+      "Iter: 3 Subject: 909738\n",
       "--------------------------------------------------\n",
       "Subject: 753595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687457\n",
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       "--------------------------------------------------\n",
       "Subject: 905958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687457\n",
-      "Iter: 1 Subject: 908156\n",
+      "Iter: 2 Subject: 908156\n",
       "--------------------------------------------------\n",
       "Subject: 909778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908156\n",
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-      "\n",
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-      "Iter: 4 Subject: 908156\n",
       "--------------------------------------------------\n",
       "Subject: 1240226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753595\n",
+      "Iter: 1 Subject: 909778\n",
+      "Iter: 2 Subject: 905958\n",
+      "Iter: 2 Subject: 753595\n",
+      "Iter: 2 Subject: 909778\n",
+      "Iter: 1 Subject: 1240226\n",
       "--------------------------------------------------\n",
       "Subject: 909907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905958\n",
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+      "Iter: 2 Subject: 1240226\n",
+      "Iter: 3 Subject: 909778\n",
+      "Iter: 1 Subject: 909907\n",
       "--------------------------------------------------\n",
       "Subject: 1240222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 909770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909907\n",
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       "--------------------------------------------------\n",
       "Subject: 905982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240222\n",
-      "Iter: 1 Subject: 1240226\n",
+      "Iter: 2 Subject: 909907\n",
+      "Iter: 1 Subject: 905982\n",
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+      "Iter: 1 Subject: 1240222\n",
+      "Iter: 3 Subject: 909907\n",
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+      "Iter: 2 Subject: 1240222\n",
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-      "Iter: 4 Subject: 1240222\n",
-      "Iter: 3 Subject: 909770\n",
       "--------------------------------------------------\n",
       "Subject: 724879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905982\n",
+      "Iter: 3 Subject: 1240222\n",
+      "Iter: 1 Subject: 724879\n",
       "--------------------------------------------------\n",
       "Subject: 909719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240226\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 724879\n",
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-      "Iter: 4 Subject: 724879\n",
-      "--------------------------------------------------Iter: 2 Subject: 905982\n",
-      "\n",
+      "Iter: 3 Subject: 909770\n",
+      "--------------------------------------------------\n",
       "Subject: 1240178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 724879\n",
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-      "Iter: 1 Subject: 909719\n",
+      "Iter: 2 Subject: 724879\n",
+      "Iter: 1 Subject: 909719Iter: 1 Subject: 1240178\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1298232 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 1240178\n",
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+      "Iter: 2 Subject: 1240178\n",
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+      "Iter: 2 Subject: 908131\n",
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       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 909719\n",
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       "Subject: 909785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298232\n",
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+      "Iter: 3 Subject: 1298232\n",
+      "Iter: 1 Subject: 1299075\n",
+      "Iter: 1 Subject: 909785\n",
+      "Iter: 5 Subject: 909719\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299075\n",
+      "Iter: 2 Subject: 909785\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "\n",
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       "--------------------------------------------------\n",
       "Subject: 909771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 687592\n",
+      "Iter: 3 Subject: 909785\n",
+      "Iter: 1 Subject: 946356\n",
+      "Iter: 1 Subject: 909771\n",
+      "Iter: 2 Subject: 687592\n",
+      "Iter: 4 Subject: 909785\n",
+      "Iter: 2 Subject: 946356\n",
       "--------------------------------------------------\n",
       "Subject: 909739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 909771\n",
+      "\n",
+      "Iter: 3 Subject: 687592\n",
+      "Iter: 3 Subject: 946356\n",
       "--------------------------------------------------\n",
       "Subject: 1247871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1299075\n",
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       "Subject: 905959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 909739Iter: 2 Subject: 1247871\n",
-      "\n",
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       "--------------------------------------------------\n",
       "Subject: 910906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1247871\n",
-      "Iter: 2 Subject: 909771\n",
-      "Iter: 3 Subject: 905959\n",
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-      "Iter: 5 Subject: 1247871\n",
-      "Iter: 3 Subject: 909771\n",
-      "Iter: 5 Subject: 905959\n",
+      "Iter: 1 Subject: 909739\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1247871\n",
+      "Iter: 2 Subject: 909739\n",
+      "Iter: 1 Subject: 905959\n",
+      "Iter: 2 Subject: 1247871\n",
+      "Iter: 1 Subject: 910906\n",
       "--------------------------------------------------\n",
       "Subject: 908141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905959\n",
       "--------------------------------------------------\n",
       "Subject: 908136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910906\n",
-      "Iter: 4 Subject: 909771\n",
+      "Iter: 2 Subject: 910906\n",
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       "Subject: 753615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910906\n",
-      "Iter: 3 Subject: 910906\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908136--------------------------------------------------\n",
+      "\n",
       "Subject: 1331048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1331048\n",
-      "Iter: 1 Subject: 908136\n",
+      "Iter: 1 Subject: 908141\n",
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+      "Iter: 1 Subject: 1331048\n",
+      "Iter: 2 Subject: 908141\n",
       "--------------------------------------------------\n",
       "Subject: 1299080 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331048\n",
+      "Iter: 2 Subject: 753615\n",
+      "Iter: 3 Subject: 908141\n",
       "--------------------------------------------------\n",
       "Subject: 905981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753615\n",
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-      "Iter: 1 Subject: 905981\n",
-      "Iter: 5 Subject: 753615\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 1299080\n",
       "Subject: 946354 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905981\n",
-      "Iter: 2 Subject: 908141\n",
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-      "Iter: 4 Subject: 905981\n",
-      "Iter: 1 Subject: 1299080\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1299064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 946354\n",
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-      "Iter: 3 Subject: 908141\n",
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+      "Iter: 1 Subject: 905981\n",
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+      "Iter: 1 Subject: 946354\n",
+      "Iter: 2 Subject: 905981\n",
       "Iter: 1 Subject: 1299064\n",
       "--------------------------------------------------\n",
-      "Subject: 1331038 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1331038 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 946354\n",
+      "\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905981\n",
       "Iter: 2 Subject: 1299064\n",
-      "Iter: 3 Subject: 1299080\n",
-      "Iter: 3 Subject: 1299064\n",
-      "Iter: 4 Subject: 908141\n",
+      "Iter: 3 Subject: 946354\n",
       "--------------------------------------------------\n",
       "Subject: 909725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331038\n",
+      "Iter: 3 Subject: 1299064\n",
       "--------------------------------------------------\n",
       "Subject: 909755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1299080\n",
-      "Iter: 1 Subject: 1331038\n",
-      "Iter: 5 Subject: 1299080\n",
+      "Iter: 1 Subject: 909725\n",
       "--------------------------------------------------\n",
       "Subject: 724812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909755\n",
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+      "Iter: 1 Subject: 909755\n",
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+      "Iter: 1 Subject: 724812\n",
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+      "Iter: 2 Subject: 909755\n",
+      "Iter: 2 Subject: 724812\n",
       "--------------------------------------------------\n",
       "Subject: 908151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909755\n",
-      "Iter: 4 Subject: 909755\n",
-      "Iter: 1 Subject: 724812\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 724812\n",
+      "\n",
       "Subject: 905946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909725\n",
+      "Iter: 3 Subject: 909755\n",
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-      "Iter: 4 Subject: 908151\n",
       "--------------------------------------------------\n",
       "Subject: 724838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 908151\n",
-      "Iter: 3 Subject: 905946\n",
-      "Iter: 3 Subject: 909725\n",
       "--------------------------------------------------\n",
       "Subject: 909780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905946\n",
+      "Iter: 1 Subject: 905946\n",
+      "Iter: 2 Subject: 908151\n",
+      "Iter: 1 Subject: 909780\n",
+      "Iter: 1 Subject: 724838\n",
+      "Iter: 2 Subject: 905946\n",
+      "Iter: 3 Subject: 908151\n",
       "--------------------------------------------------\n",
       "Subject: 1331049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909780\n",
+      "--------------------------------------------------Iter: 2 Subject: 724838\n",
+      "\n",
       "Subject: 713885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 724838\n",
-      "Iter: 2 Subject: 724838\n",
-      "Iter: 1 Subject: 1331049\n",
-      "Iter: 1 Subject: 713885\n",
-      "Iter: 3 Subject: 724838\n",
-      "Iter: 1 Subject: 909780Iter: 2 Subject: 1331049\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "Iter: 2 Subject: 713885\n",
-      "Iter: 3 Subject: 1331049\n",
-      "Iter: 4 Subject: 724838\n",
-      "Iter: 3 Subject: 713885\n",
       "--------------------------------------------------\n",
       "Subject: 753614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724838\n",
+      "Iter: 1 Subject: 1331049\n",
+      "Iter: 1 Subject: 713885\n",
       "--------------------------------------------------\n",
       "Subject: 1240223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909780\n",
-      "Iter: 4 Subject: 713885\n",
+      "Iter: 1 Subject: 753614\n",
+      "Iter: 2 Subject: 1331049\n",
+      "Iter: 2 Subject: 713885\n",
+      "Iter: 1 Subject: 1240223\n",
+      "Iter: 2 Subject: 753614\n",
       "--------------------------------------------------\n",
       "Subject: 905956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 1240223\n",
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+      "Iter: 1 Subject: 910907\n",
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-      "Iter: 5 Subject: 1240223\n",
+      "Iter: 3 Subject: 1240223\n",
+      "Iter: 2 Subject: 910907Iter: 1 Subject: 905962\n",
+      "\n",
+      "Iter: 2 Subject: 905956\n",
       "--------------------------------------------------\n",
       "Subject: 905945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 910907\n",
-      "Iter: 3 Subject: 905962\n",
-      "Iter: 2 Subject: 905945\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 925339 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905962\n",
+      "\n",
       "Subject: 908139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905945\n",
-      "Iter: 4 Subject: 905962\n",
-      "Iter: 3 Subject: 910907\n",
-      "--------------------------------------------------\n",
-      "Subject: 925339 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905945\n",
+      "Iter: 3 Subject: 905962\n",
       "Iter: 1 Subject: 908139\n",
-      "Iter: 5 Subject: 905945\n",
-      "Iter: 4 Subject: 910907\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 925339\n",
+      "Iter: 4 Subject: 905962\n",
+      "Iter: 1 Subject: 905945\n",
+      "Iter: 2 Subject: 908139\n",
+      "Iter: 2 Subject: 925339--------------------------------------------------\n",
       "Subject: 905983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908139\n",
-      "Iter: 5 Subject: 910907\n",
-      "Iter: 3 Subject: 908139\n",
-      "Iter: 6 Subject: 910907\n",
-      "Iter: 4 Subject: 908139\n",
-      "Iter: 1 Subject: 925339\n",
-      "Iter: 1 Subject: 905983\n",
+      "Iter: 2 Subject: 905945\n",
       "--------------------------------------------------\n",
       "Subject: 688121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925339\n",
+      "Iter: 1 Subject: 905983\n",
       "--------------------------------------------------\n",
       "Subject: 1331050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905945\n",
+      "Iter: 1 Subject: 688121\n",
       "Iter: 2 Subject: 905983\n",
-      "Iter: 2 Subject: 925339\n",
-      "Iter: 3 Subject: 905983\n",
-      "Iter: 3 Subject: 925339\n",
       "--------------------------------------------------\n",
       "Subject: 909708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1331050\n",
-      "Iter: 4 Subject: 925339\n",
+      "Iter: 2 Subject: 688121\n",
+      "Iter: 4 Subject: 905945\n",
       "--------------------------------------------------\n",
       "Subject: 735784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909708\n",
       "Iter: 2 Subject: 1331050\n",
-      "Iter: 1 Subject: 688121\n",
-      "Iter: 3 Subject: 1331050\n",
-      "Iter: 4 Subject: 1331050\n",
-      "Iter: 1 Subject: 735784--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Subject: 909773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Iter: 2 Subject: 688121\n",
-      "Iter: 2 Subject: 735784\n",
-      "Iter: 1 Subject: 909708\n",
-      "Iter: 3 Subject: 688121Iter: 3 Subject: 735784\n",
+      "Iter: 1 Subject: 735784\n",
+      "Iter: 2 Subject: 909708\n",
+      "Iter: 3 Subject: 1331050\n",
+      "Iter: 1 Subject: 909773\n",
+      "Iter: 2 Subject: 735784Iter: 3 Subject: 909708\n",
       "\n",
       "--------------------------------------------------\n",
       "Subject: 909716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 688121\n",
-      "Iter: 5 Subject: 688121\n",
-      "Iter: 2 Subject: 909708\n",
-      "Iter: 1 Subject: 909716\n",
       "--------------------------------------------------\n",
-      "Subject: 909756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 735784Subject: 909756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909773\n",
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-      "Iter: 3 Subject: 909708\n",
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       "Iter: 2 Subject: 909773\n",
-      "Iter: 4 Subject: 909716\n",
-      "Iter: 4 Subject: 909708\n",
-      "Iter: 2 Subject: 909756\n",
-      "Iter: 5 Subject: 909716\n",
+      "\n",
+      "Iter: 1 Subject: 909716\n",
+      "Iter: 1 Subject: 909756\n",
       "--------------------------------------------------\n",
       "Subject: 909736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909773\n",
-      "Iter: 5 Subject: 909708\n",
+      "Iter: 3 Subject: 909773\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 909716\n",
       "--------------------------------------------------\n",
       "Subject: 687586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909756\n",
-      "Iter: 6 Subject: 909708\n",
-      "Iter: 4 Subject: 909756\n",
+      "Iter: 2 Subject: 909756\n",
       "--------------------------------------------------\n",
       "Subject: 908138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909736\n",
       "--------------------------------------------------\n",
       "Subject: 907799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908138\n",
+      "Iter: 2 Subject: 909736\n",
       "Iter: 1 Subject: 687586\n",
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+      "Iter: 3 Subject: 909736\n",
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-      "Iter: 3 Subject: 907799\n",
-      "Iter: 1 Subject: 909736\n",
+      "Iter: 2 Subject: 687586\n",
       "--------------------------------------------------\n",
       "Subject: 687590 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 909779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908138\n",
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       "--------------------------------------------------\n",
       "Subject: 1299076 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907799\n",
       "Iter: 1 Subject: 687590\n",
       "Iter: 1 Subject: 909779\n",
-      "Iter: 2 Subject: 909736\n",
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+      "Iter: 1 Subject: 1299076\n",
       "--------------------------------------------------\n",
       "Subject: 1299051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909736\n",
-      "Iter: 4 Subject: 687590\n",
+      "Iter: 2 Subject: 909779\n",
+      "Iter: 2 Subject: 687590\n",
+      "Iter: 1 Subject: 1299051Iter: 2 Subject: 1299076\n",
+      "\n",
+      "Iter: 3 Subject: 909779\n",
       "--------------------------------------------------\n",
       "Subject: 946355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 687590\n",
       "--------------------------------------------------\n",
       "Subject: 687459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1299076\n",
+      "Iter: 2 Subject: 1299051--------------------------------------------------\n",
+      "Subject: 1331033 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
       "Iter: 1 Subject: 946355\n",
-      "Iter: 2 Subject: 946355\n",
       "Iter: 1 Subject: 687459\n",
-      "Iter: 2 Subject: 1299076\n",
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-      "Iter: 1 Subject: 1299051\n",
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+      "Iter: 3 Subject: 1299051\n",
+      "Iter: 1 Subject: 1331033\n",
       "Iter: 2 Subject: 687459\n",
-      "Iter: 4 Subject: 946355\n",
-      "Iter: 4 Subject: 1299076\n",
-      "Iter: 3 Subject: 687459\n",
-      "--------------------------------------------------\n",
-      "Subject: 1331033 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 5 Subject: 946355\n",
-      "Iter: 2 Subject: 1299051\n",
-      "Iter: 4 Subject: 687459\n",
+      "Iter: 2 Subject: 946355\n",
       "--------------------------------------------------\n",
       "Subject: 905954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1299051\n",
-      "Iter: 5 Subject: 687459\n",
       "--------------------------------------------------\n",
       "Subject: 909742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1299051\n",
+      "Iter: 2 Subject: 1331033\n",
+      "Iter: 3 Subject: 946355\n",
+      "Iter: 1 Subject: 905954\n",
+      "Iter: 3 Subject: 1331033\n",
       "--------------------------------------------------\n",
       "Subject: 909761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1331033\n",
-      "Iter: 2 Subject: 1331033\n",
-      "Iter: 3 Subject: 1331033\n",
-      "Iter: 4 Subject: 1331033\n",
-      "Iter: 1 Subject: 909761\n",
+      "Iter: 1 Subject: 909742\n",
+      "Iter: 2 Subject: 905954\n",
       "--------------------------------------------------\n",
       "Subject: 1287381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 2 Subject: 909761\n",
-      "Iter: 3 Subject: 909761\n",
-      "Iter: 4 Subject: 909761\n",
-      "--------------------------------------------------\n",
-      "Subject: 910784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909742\n",
-      "Iter: 1 Subject: 905954\n",
+      "Iter: 3 Subject: 905954\n",
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+      "Iter: 1 Subject: 909761\n",
+      "Iter: 2 Subject: 909761\n",
       "Iter: 1 Subject: 1287381\n",
-      "Iter: 1 Subject: 910784\n",
-      "Iter: 3 Subject: 909742\n",
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-      "Iter: 2 Subject: 905954\n",
-      "Iter: 2 Subject: 910784\n",
-      "Iter: 2 Subject: 1287381\n",
+      "--------------------------------------------------\n",
+      "Subject: 910784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 924104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910784\n",
-      "Iter: 3 Subject: 1287381\n",
       "--------------------------------------------------\n",
       "Subject: 906801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905954\n",
-      "Iter: 4 Subject: 1287381\n",
-      "Iter: 4 Subject: 905954\n",
-      "Iter: 5 Subject: 1287381Iter: 1 Subject: 924104\n",
+      "Iter: 1 Subject: 910784\n",
+      "Iter: 2 Subject: 1287381\n",
+      "Iter: 1 Subject: 924104Iter: 1 Subject: 906801\n",
+      "\n",
+      "Iter: 3 Subject: 1287381Iter: 2 Subject: 924104\n",
       "\n",
+      "Iter: 2 Subject: 910784\n",
+      "Iter: 2 Subject: 906801\n",
       "--------------------------------------------------\n",
       "Subject: 753538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 905954\n",
-      "Iter: 1 Subject: 906801\n",
       "--------------------------------------------------\n",
-      "Subject: 906820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924104\n",
-      "Iter: 2 Subject: 906801\n",
-      "Iter: 3 Subject: 924104\n",
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-      "Iter: 4 Subject: 924104\n",
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-      "Iter: 1 Subject: 753538\n",
       "--------------------------------------------------\n",
-      "Subject: 910852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 910852 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 906820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Subject: 753547 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 910784\n",
       "--------------------------------------------------\n",
+      "Subject: 753547 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 906820\n",
+      "\n",
+      "Iter: 1 Subject: 910852--------------------------------------------------\n",
+      "Iter: 1 Subject: 753538\n",
+      "\n",
+      "Iter: 2 Subject: 906820\n",
       "Iter: 2 Subject: 753538\n",
-      "Iter: 1 Subject: 910852\n",
-      "Iter: 3 Subject: 753538\n",
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-      "Iter: 4 Subject: 753538\n",
-      "Iter: 1 Subject: 906820\n",
+      "Iter: 3 Subject: 906820\n",
+      "Iter: 3 Subject: 753538\n",
+      "Iter: 2 Subject: 753547\n",
       "--------------------------------------------------\n",
       "Subject: 906807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 910852\n",
-      "Iter: 2 Subject: 753547\n",
-      "Iter: 4 Subject: 910852\n",
-      "Iter: 3 Subject: 753547\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 906807\n",
+      "\n",
       "Subject: 906839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753547\n",
+      "Iter: 3 Subject: 753547\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906820\n",
       "Subject: 906853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906839\n",
-      "Iter: 3 Subject: 906820\n",
-      "Iter: 1 Subject: 906853\n",
-      "Iter: 1 Subject: 906807\n",
-      "Iter: 4 Subject: 906820\n",
-      "Iter: 2 Subject: 906839\n",
-      "Iter: 2 Subject: 906853\n",
       "--------------------------------------------------\n",
       "Subject: 910924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906807Iter: 1 Subject: 906853\n",
+      "\n",
+      "Iter: 1 Subject: 906839\n",
+      "Iter: 2 Subject: 906853\n",
+      "Iter: 2 Subject: 906839\n",
+      "Iter: 1 Subject: 910924Iter: 3 Subject: 906807\n",
+      "\n",
       "Iter: 3 Subject: 906839\n",
-      "Iter: 3 Subject: 906853\n",
-      "Iter: 4 Subject: 906839\n",
-      "Iter: 2 Subject: 906807\n",
-      "Iter: 4 Subject: 906853\n",
-      "Iter: 1 Subject: 910924\n",
+      "Iter: 2 Subject: 910924\n",
       "--------------------------------------------------\n",
       "Subject: 905950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 906853\n",
-      "Iter: 3 Subject: 906807\n",
-      "Iter: 2 Subject: 910924\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 906696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 906763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 906696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910924\n",
-      "Iter: 1 Subject: 905950\n",
-      "Iter: 4 Subject: 910924\n",
-      "--------------------------------------------------\n",
       "Subject: 905963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905950\n",
-      "Iter: 3 Subject: 905950\n",
-      "Iter: 1 Subject: 906696\n",
+      "Iter: 1 Subject: 905950\n",
       "Iter: 1 Subject: 906763\n",
+      "Iter: 1 Subject: 906696\n",
       "Iter: 1 Subject: 905963\n",
-      "Iter: 4 Subject: 905950\n",
+      "Iter: 2 Subject: 905950\n",
+      "Iter: 2 Subject: 906763\n",
+      "Iter: 2 Subject: 906696\n",
+      "Iter: 3 Subject: 905950Iter: 2 Subject: 905963\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 906818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906763\n",
-      "Iter: 2 Subject: 906696\n",
-      "Iter: 2 Subject: 905963\n",
-      "Iter: 3 Subject: 905963\n",
-      "Iter: 3 Subject: 906763\n",
-      "Iter: 3 Subject: 906696\n",
       "--------------------------------------------------\n",
-      "Subject: 1290765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 905963Subject: 1290765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906696\n",
-      "Iter: 4 Subject: 906763\n",
+      "Iter: 3 Subject: 906696\n",
+      "Iter: 1 Subject: 906818\n",
       "--------------------------------------------------\n",
       "Subject: 910692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 906818\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 946368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1290765\n",
-      "Iter: 1 Subject: 906818\n",
-      "Iter: 2 Subject: 1290765\n",
-      "Iter: 1 Subject: 910692\n",
-      "Iter: 3 Subject: 1290765\n",
-      "Iter: 1 Subject: 946368\n",
-      "Iter: 4 Subject: 1290765\n",
-      "Iter: 2 Subject: 906818\n",
-      "Iter: 2 Subject: 946368\n",
-      "Iter: 2 Subject: 910692\n",
-      "Iter: 5 Subject: 1290765\n",
       "--------------------------------------------------\n",
       "Subject: 907295 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 946368\n",
-      "Iter: 3 Subject: 906818\n",
-      "Iter: 3 Subject: 910692\n",
-      "Iter: 4 Subject: 946368\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910692\n",
+      "Iter: 1 Subject: 946368\n",
+      "Iter: 2 Subject: 1290765\n",
+      "Iter: 2 Subject: 910692\n",
+      "Iter: 1 Subject: 907295\n",
+      "Iter: 3 Subject: 1290765\n",
+      "Iter: 2 Subject: 946368\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 906855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906818\n",
-      "Iter: 4 Subject: 910692\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 687561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 907295\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946368\n",
       "--------------------------------------------------\n",
       "Subject: 906793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907295\n",
-      "Iter: 1 Subject: 687561\n",
-      "Iter: 1 Subject: 906793\n",
-      "Iter: 2 Subject: 907295\n",
-      "Iter: 2 Subject: 687561\n",
-      "Iter: 2 Subject: 906793\n",
-      "Iter: 3 Subject: 907295\n",
-      "Iter: 1 Subject: 906855\n",
-      "Iter: 3 Subject: 906793\n",
-      "Iter: 4 Subject: 907295\n",
-      "Iter: 3 Subject: 687561\n",
       "--------------------------------------------------\n",
       "Subject: 910933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906793\n",
-      "Iter: 4 Subject: 687561\n",
+      "Iter: 1 Subject: 906855\n",
+      "Iter: 1 Subject: 906793Iter: 1 Subject: 687561\n",
+      "\n",
+      "Iter: 1 Subject: 910933\n",
+      "Iter: 2 Subject: 906855\n",
+      "Iter: 2 Subject: 687561\n",
+      "Iter: 2 Subject: 906793\n",
       "--------------------------------------------------\n",
       "Subject: 753616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910933\n",
       "--------------------------------------------------\n",
-      "Subject: 905951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906855\n",
-      "Iter: 1 Subject: 910933\n",
-      "Iter: 1 Subject: 905951\n",
-      "Iter: 1 Subject: 753616\n",
-      "Iter: 2 Subject: 910933\n",
-      "Iter: 2 Subject: 905951\n",
-      "Iter: 3 Subject: 906855\n",
-      "Iter: 3 Subject: 910933\n",
-      "Iter: 2 Subject: 753616\n",
-      "Iter: 3 Subject: 905951\n",
-      "Iter: 4 Subject: 910933\n",
-      "Iter: 3 Subject: 753616\n",
-      "Iter: 4 Subject: 905951\n",
+      "Subject: 905951 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 910943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 910943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906855\n",
-      "Iter: 5 Subject: 905951\n",
-      "Iter: 4 Subject: 753616\n",
       "--------------------------------------------------\n",
       "Subject: 910689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753616\n",
+      "Iter: 1 Subject: 905951\n",
+      "Iter: 1 Subject: 910943\n",
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+      "Iter: 2 Subject: 910689\n",
+      "Iter: 3 Subject: 905951\n",
+      "Iter: 3 Subject: 753616\n",
       "--------------------------------------------------\n",
       "Subject: 910915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910943\n",
-      "Iter: 5 Subject: 906855\n",
+      "Iter: 3 Subject: 910943Iter: 3 Subject: 910689\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 906808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910943\n",
-      "Iter: 1 Subject: 910689Iter: 1 Subject: 910915\n",
-      "\n",
-      "Iter: 3 Subject: 910943\n",
-      "Iter: 2 Subject: 910915\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-      "Iter: 1 Subject: 906808\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910689\n",
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+      "Iter: 1 Subject: 910915\n",
       "--------------------------------------------------\n",
       "Subject: 910936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906808\n",
+      "Iter: 2 Subject: 910915\n",
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+      "Iter: 1 Subject: 910936\n",
+      "Iter: 1 Subject: 1290797\n",
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-      "--------------------------------------------------\n",
-      "Subject: 910697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910936\n",
       "--------------------------------------------------\n",
-      "Subject: 910781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 910697 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 949156\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1290797\n",
+      "\n",
+      "Iter: 1 Subject: 906800\n",
+      "Iter: 3 Subject: 910936\n",
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+      "Iter: 1 Subject: 910697\n",
+      "Iter: 2 Subject: 906800\n",
+      "Iter: 3 Subject: 949156--------------------------------------------------\n",
+      "Subject: 910781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 906800\n",
+      "Iter: 2 Subject: 910697\n",
+      "Iter: 1 Subject: 910781--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------Iter: 3 Subject: 753534\n",
       "\n",
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       "--------------------------------------------------\n",
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+      "Subject: 949093 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 946382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 753534\n",
+      "Iter: 3 Subject: 910697\n",
+      "Iter: 2 Subject: 910781\n",
+      "Iter: 1 Subject: 949093\n",
+      "Iter: 2 Subject: 753534\n",
       "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 910781\n",
+      "Iter: 3 Subject: 910781Subject: 946382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949093--------------------------------------------------\n",
+      "\n",
       "Subject: 910569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 946373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 946373\n",
+      "--------------------------------------------------\n",
+      "Subject: 946373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 2 Subject: 906824\n",
-      "Iter: 3 Subject: 910569\n",
       "Iter: 2 Subject: 906805\n",
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-      "Iter: 2 Subject: 946373--------------------------------------------------\n",
-      "\n",
-      "Subject: 905935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 946382\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906805\n",
+      "Subject: 905935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946373--------------------------------------------------\n",
       "Subject: 1240127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910569\n",
-      "Iter: 3 Subject: 946373\n",
-      "Iter: 5 Subject: 910569\n",
-      "Iter: 4 Subject: 946373\n",
+      "\n",
+      "Iter: 3 Subject: 946382\n",
+      "Iter: 1 Subject: 1240127\n",
+      "Iter: 2 Subject: 946373\n",
       "Iter: 1 Subject: 905935\n",
       "--------------------------------------------------\n",
       "Subject: 910922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -3344,139 +3097,109 @@
       "--------------------------------------------------\n",
       "Subject: 910934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240127\n",
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+      "Iter: 2 Subject: 905935\n",
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-      "Iter: 3 Subject: 1240127Iter: 4 Subject: 905935\n",
-      "\n",
       "--------------------------------------------------\n",
       "Subject: 906765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910922\n",
-      "Iter: 5 Subject: 905935\n",
+      "Iter: 1 Subject: 910934\n",
       "--------------------------------------------------\n",
       "Subject: 910698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910922\n",
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+      "Iter: 2 Subject: 910934\n",
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+      "Iter: 3 Subject: 910922\n",
+      "Iter: 3 Subject: 910934\n",
+      "Iter: 2 Subject: 906765\n",
+      "Iter: 2 Subject: 910698\n",
       "--------------------------------------------------\n",
       "Subject: 910710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 687505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910710\n",
+      "Iter: 3 Subject: 910698\n",
+      "Iter: 1 Subject: 724859\n",
       "--------------------------------------------------\n",
       "Subject: 906814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724859\n",
+      "Iter: 2 Subject: 687505\n",
+      "Iter: 2 Subject: 910710--------------------------------------------------\n",
       "Subject: 687780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687505\n",
-      "Iter: 4 Subject: 724859\n",
+      "Iter: 1 Subject: 906814\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 906833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687505\n",
-      "--------------------------------------------------\n",
-      "Subject: 906843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910710\n",
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+      "Iter: 2 Subject: 906814\n",
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+      "Iter: 3 Subject: 906814\n",
+      "Iter: 2 Subject: 687780\n",
       "Iter: 2 Subject: 906833\n",
-      "Iter: 3 Subject: 687780\n",
+      "--------------------------------------------------\n",
+      "Subject: 906843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1240128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 906833\n",
-      "Iter: 4 Subject: 906833\n",
-      "Iter: 2 Subject: 906814\n",
-      "Iter: 1 Subject: 906843\n",
+      "Iter: 3 Subject: 687780\n",
       "--------------------------------------------------\n",
       "Subject: 906795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 906843\n",
-      "Iter: 4 Subject: 906814\n",
-      "Iter: 5 Subject: 906814\n",
+      "Iter: 1 Subject: 906843\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 687780\n",
       "Iter: 1 Subject: 1240128\n",
-      "Iter: 3 Subject: 906843\n",
+      "Iter: 1 Subject: 906795Iter: 2 Subject: 906843\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 910925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "Subject: 910687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "Subject: 753535 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910925\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 906795\n",
-      "Iter: 1 Subject: 910687\n",
+      "Iter: 2 Subject: 906795\n",
+      "Iter: 1 Subject: 910925\n",
       "--------------------------------------------------\n",
       "Subject: 910700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 1 Subject: 910687\n",
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-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753535--------------------------------------------------\n",
+      "\n",
       "Subject: 753624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 910687\n",
+      "Iter: 1 Subject: 753624Iter: 2 Subject: 910687\n",
+      "\n",
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       "--------------------------------------------------\n",
       "Subject: 910703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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       "--------------------------------------------------\n",
       "Subject: 906821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -3485,3507 +3208,2784 @@
       "Subject: 924105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 910703\n",
-      "Iter: 3 Subject: 753624\n",
+      "Iter: 3 Subject: 753624Iter: 1 Subject: 906821\n",
+      "\n",
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       "--------------------------------------------------\n",
       "Subject: 906837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910703\n",
-      "Iter: 1 Subject: 924105Iter: 2 Subject: 906821\n",
+      "--------------------------------------------------Iter: 2 Subject: 906821\n",
       "\n",
       "--------------------------------------------------\n",
       "Subject: 906832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 924105\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 906821\n",
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-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906837\n",
+      "--------------------------------------------------Iter: 1 Subject: 906832\n",
+      "\n",
       "Subject: 949167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 924105\n",
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       "--------------------------------------------------\n",
       "Subject: 910921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 906837\n",
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+      "Iter: 1 Subject: 910921\n",
+      "Iter: 3 Subject: 906832\n",
       "--------------------------------------------------\n",
       "Subject: 905949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 949167\n",
-      "Iter: 1 Subject: 910921Iter: 3 Subject: 906832\n",
-      "\n",
+      "Iter: 2 Subject: 949167\n",
       "--------------------------------------------------\n",
       "Subject: 910705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "\n",
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       "--------------------------------------------------\n",
       "Subject: 1240122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910705\n",
-      "Iter: 5 Subject: 949167\n",
+      "Iter: 2 Subject: 905949\n",
+      "Iter: 2 Subject: 910705\n",
       "--------------------------------------------------\n",
       "Subject: 910850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240122\n",
+      "Iter: 3 Subject: 905949\n",
+      "Iter: 3 Subject: 910705\n",
+      "Iter: 1 Subject: 910850\n",
       "--------------------------------------------------\n",
       "Subject: 910853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905949\n",
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-      "Iter: 1 Subject: 910853\n",
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       "--------------------------------------------------\n",
       "Subject: 924107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910853\n",
-      "Iter: 3 Subject: 910853\n",
+      "Iter: 2 Subject: 1240122\n",
+      "Iter: 2 Subject: 910850\n",
+      "Iter: 1 Subject: 910853Iter: 1 Subject: 924107\n",
+      "\n",
       "Iter: 3 Subject: 1240122\n",
-      "Iter: 4 Subject: 910853\n",
-      "Iter: 4 Subject: 1240122\n",
       "--------------------------------------------------\n",
       "Subject: 906812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910853Iter: 4 Subject: 1240122\n",
+      "\n",
+      "Iter: 2 Subject: 924107\n",
+      "Iter: 1 Subject: 906812\n",
       "--------------------------------------------------\n",
       "Subject: 753548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 924107\n",
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-      "Iter: 2 Subject: 910850\n",
-      "Iter: 4 Subject: 906812\n",
-      "Iter: 3 Subject: 924107\n",
       "--------------------------------------------------\n",
       "Subject: 906838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753548\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924107\n",
+      "Iter: 2 Subject: 906812\n",
+      "Iter: 1 Subject: 906838\n",
+      "Iter: 1 Subject: 753548\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 906851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------Subject: 684062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910850\n",
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-      "Iter: 4 Subject: 753548\n",
-      "Iter: 4 Subject: 910850\n",
+      "Iter: 1 Subject: 684062\n",
+      "Iter: 2 Subject: 906838Iter: 2 Subject: 753548\n",
+      "\n",
       "Iter: 1 Subject: 906851\n",
       "--------------------------------------------------\n",
-      "Subject: 684062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Subject: 687563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684062\n",
+      "Iter: 3 Subject: 753548\n",
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-      "Iter: 1 Subject: 906838\n",
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-      "Iter: 1 Subject: 687563\n",
       "--------------------------------------------------\n",
       "Subject: 684052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 687563\n",
       "--------------------------------------------------\n",
       "Subject: 910919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 684062\n",
-      "Iter: 3 Subject: 687563\n",
-      "Iter: 4 Subject: 687563\n",
+      "Iter: 3 Subject: 906851\n",
+      "Iter: 1 Subject: 684052\n",
+      "Iter: 2 Subject: 687563\n",
       "--------------------------------------------------\n",
       "Subject: 906829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 684052\n",
-      "Iter: 4 Subject: 684062\n",
+      "Iter: 1 Subject: 910919\n",
       "--------------------------------------------------\n",
       "Subject: 910941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906829\n",
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-      "Iter: 4 Subject: 906829\n",
       "--------------------------------------------------\n",
       "Subject: 906827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910919\n",
+      "Iter: 1 Subject: 906829\n",
+      "Iter: 1 Subject: 906827\n",
       "--------------------------------------------------\n",
       "Subject: 1290773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910941\n",
       "Iter: 2 Subject: 910941\n",
-      "Iter: 2 Subject: 910919\n",
-      "Iter: 3 Subject: 910941\n",
-      "--------------------------------------------------\n",
-      "Subject: 687596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906827\n",
+      "Iter: 2 Subject: 906829\n",
       "Iter: 2 Subject: 906827\n",
-      "Iter: 3 Subject: 910919\n",
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-      "Iter: 5 Subject: 906827\n",
-      "Iter: 1 Subject: 687596\n",
-      "Iter: 4 Subject: 910919\n",
       "--------------------------------------------------\n",
+      "Subject: 687596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Subject: 906841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290773\n",
       "--------------------------------------------------\n",
       "Subject: 906852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687596\n",
-      "Iter: 3 Subject: 1290773\n",
-      "Iter: 3 Subject: 687596\n",
-      "Iter: 4 Subject: 1290773\n",
+      "--------------------------------------------------Iter: 2 Subject: 1290773\n",
+      "\n",
+      "Iter: 1 Subject: 687596\n",
+      "Iter: 1 Subject: 906841\n",
       "--------------------------------------------------\n",
       "Subject: 949163 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906852\n",
+      "Iter: 2 Subject: 687596\n",
+      "Iter: 2 Subject: 906841\n",
+      "Iter: 1 Subject: 949163\n",
       "--------------------------------------------------\n",
       "Subject: 908125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906852\n",
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+      "Iter: 3 Subject: 906841\n",
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-      "Iter: 1 Subject: 908125\n",
-      "Iter: 5 Subject: 906852\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949163\n",
+      "--------------------------------------------------Iter: 1 Subject: 908125\n",
       "Subject: 905984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 949163\n",
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-      "Iter: 3 Subject: 906841\n",
-      "Iter: 4 Subject: 908125\n",
-      "Iter: 4 Subject: 906841\n",
-      "Iter: 1 Subject: 905984\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Subject: 909743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 949163\n",
       "--------------------------------------------------\n",
       "Subject: 753572 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908125\n",
+      "Iter: 1 Subject: 905984\n",
+      "Iter: 1 Subject: 909743\n",
+      "Iter: 2 Subject: 905984\n",
+      "Iter: 1 Subject: 753572\n",
       "--------------------------------------------------\n",
       "Subject: 909976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905984\n",
-      "Iter: 1 Subject: 753572\n",
-      "Iter: 3 Subject: 905984\n",
+      "Iter: 3 Subject: 905984Iter: 2 Subject: 909743\n",
+      "\n",
       "Iter: 2 Subject: 753572\n",
-      "--------------------------------------------------Iter: 1 Subject: 909976\n",
+      "Iter: 1 Subject: 909976--------------------------------------------------\n",
       "\n",
       "Subject: 909720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753572\n",
-      "Iter: 1 Subject: 909743\n",
-      "Iter: 4 Subject: 753572\n",
-      "Iter: 2 Subject: 909976\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753572--------------------------------------------------\n",
+      "\n",
       "Subject: 907290 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909720\n",
-      "Iter: 2 Subject: 909743\n",
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-      "Iter: 3 Subject: 909976\n",
+      "Iter: 2 Subject: 909976\n",
       "--------------------------------------------------\n",
       "Subject: 907050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 909754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909720\n",
-      "Iter: 1 Subject: 907290\n",
-      "Iter: 4 Subject: 909720\n",
-      "Iter: 2 Subject: 907290\n",
+      "Iter: 1 Subject: 909720--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 907050Iter: 1 Subject: 907290\n",
+      "\n",
+      "Iter: 2 Subject: 909720\n",
       "Iter: 1 Subject: 909754\n",
+      "Iter: 2 Subject: 907050\n",
+      "Iter: 2 Subject: 907290\n",
+      "Iter: 3 Subject: 909720\n",
+      "Iter: 2 Subject: 909754\n",
       "--------------------------------------------------\n",
       "Subject: 905973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907050\n",
-      "Iter: 3 Subject: 907290\n",
-      "Iter: 2 Subject: 909754\n",
-      "Iter: 4 Subject: 907290\n",
+      "Iter: 3 Subject: 907050Iter: 3 Subject: 907290\n",
+      "\n",
       "Iter: 3 Subject: 909754\n",
-      "Iter: 2 Subject: 907050\n",
       "Iter: 1 Subject: 905973\n",
       "--------------------------------------------------\n",
       "Subject: 907176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909754\n",
-      "Iter: 2 Subject: 905973\n",
-      "Iter: 3 Subject: 907050\n",
       "--------------------------------------------------\n",
       "Subject: 1240157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907050\n",
-      "Iter: 3 Subject: 905973\n",
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-      "Iter: 5 Subject: 907050\n",
-      "Iter: 4 Subject: 905973\n",
       "--------------------------------------------------\n",
       "Subject: 905960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907176\n",
-      "Iter: 5 Subject: 905973\n",
+      "Iter: 2 Subject: 905973\n",
+      "Iter: 1 Subject: 907176\n",
       "Iter: 1 Subject: 1240157\n",
+      "Iter: 1 Subject: 905960\n",
+      "Iter: 2 Subject: 907176\n",
       "--------------------------------------------------\n",
       "Subject: 724872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907176\n",
-      "Iter: 4 Subject: 907176\n",
       "Iter: 2 Subject: 1240157\n",
-      "Iter: 1 Subject: 905960\n",
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-      "Iter: 1 Subject: 724872\n",
       "--------------------------------------------------\n",
       "Subject: 684072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240157\n",
       "Iter: 2 Subject: 905960\n",
-      "Iter: 4 Subject: 1240157\n",
-      "Iter: 2 Subject: 724872\n",
-      "Iter: 3 Subject: 724872\n",
+      "Iter: 3 Subject: 1240157\n",
+      "Iter: 1 Subject: 724872\n",
+      "Iter: 1 Subject: 684072\n",
       "--------------------------------------------------\n",
       "Subject: 1240166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905960\n",
       "--------------------------------------------------\n",
       "Subject: 1298215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905960\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 684072\n",
-      "Iter: 1 Subject: 1240166\n",
-      "Iter: 1 Subject: 1298141\n",
-      "Iter: 2 Subject: 1298141\n",
-      "Iter: 2 Subject: 1240166\n",
-      "Iter: 3 Subject: 1298141\n",
+      "Iter: 2 Subject: 724872\n",
       "Iter: 2 Subject: 684072\n",
-      "Iter: 4 Subject: 1298141\n",
+      "Iter: 1 Subject: 1240166\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Iter: 1 Subject: 1298215\n",
+      "\n",
+      "Subject: 1298141 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 907049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 907049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240166\n",
-      "Iter: 3 Subject: 684072\n",
-      "Iter: 1 Subject: 1298215\n",
-      "Iter: 4 Subject: 1240166\n",
-      "Iter: 4 Subject: 684072\n",
+      "Iter: 2 Subject: 1240166\n",
+      "Iter: 2 Subject: 1298215\n",
+      "Iter: 1 Subject: 907049\n",
+      "Iter: 1 Subject: 1298141\n",
       "--------------------------------------------------\n",
       "Subject: 1240146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298215\n",
+      "Iter: 2 Subject: 907049\n",
+      "Iter: 2 Subject: 1298141\n",
       "--------------------------------------------------\n",
       "Subject: 909757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907049\n",
-      "Iter: 2 Subject: 907049\n",
-      "Iter: 2 Subject: 1298215\n",
-      "Iter: 3 Subject: 907049\n",
-      "Iter: 1 Subject: 909757\n",
-      "Iter: 4 Subject: 907049\n",
-      "Iter: 1 Subject: 1240146\n",
-      "Iter: 3 Subject: 1298215\n",
-      "--------------------------------------------------\n",
-      "Subject: 753559 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Subject: 753559 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909757\n",
-      "Iter: 3 Subject: 909757\n",
-      "Iter: 4 Subject: 1298215\n",
-      "Iter: 2 Subject: 1240146\n",
-      "Iter: 4 Subject: 909757\n",
       "--------------------------------------------------\n",
       "Subject: 907270 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240146\n",
+      "Iter: 1 Subject: 909757\n",
       "Iter: 1 Subject: 753559\n",
-      "--------------------------------------------------Iter: 3 Subject: 1240146\n",
-      "Subject: 1240158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 2 Subject: 753559\n",
-      "Iter: 3 Subject: 753559\n",
-      "Iter: 4 Subject: 1240146\n",
       "Iter: 1 Subject: 907270\n",
-      "Iter: 4 Subject: 753559\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240146\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Subject: 908121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Subject: 1240158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 753559\n",
       "Iter: 2 Subject: 907270\n",
       "--------------------------------------------------\n",
       "Subject: 909713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908121\n",
       "Iter: 1 Subject: 1240158\n",
-      "Iter: 3 Subject: 907270\n",
       "--------------------------------------------------\n",
       "Subject: 1240219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908121\n",
-      "Iter: 2 Subject: 1240158\n",
+      "Iter: 1 Subject: 909713\n",
       "Iter: 2 Subject: 908121\n",
-      "Iter: 3 Subject: 1240158\n",
+      "Iter: 2 Subject: 1240158\n",
+      "Iter: 1 Subject: 1240219\n",
+      "Iter: 2 Subject: 909713\n",
       "--------------------------------------------------\n",
       "Subject: 909730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908121\n",
-      "Iter: 4 Subject: 908121\n",
-      "Iter: 1 Subject: 1240219\n",
+      "Iter: 3 Subject: 1240158Iter: 2 Subject: 1240219\n",
+      "\n",
+      "Iter: 1 Subject: 909730Iter: 3 Subject: 909713\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 907282 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240219\n",
-      "Iter: 1 Subject: 907282\n",
-      "Iter: 3 Subject: 1240219\n",
-      "Iter: 1 Subject: 909730\n",
-      "Iter: 4 Subject: 1240219\n",
-      "Iter: 2 Subject: 907282\n",
       "--------------------------------------------------\n",
       "Subject: 907062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909713\n",
       "Iter: 2 Subject: 909730\n",
-      "Iter: 3 Subject: 907282\n",
-      "Iter: 1 Subject: 909713\n",
-      "Iter: 4 Subject: 907282\n",
-      "Iter: 5 Subject: 907282\n",
-      "Iter: 3 Subject: 909730\n",
-      "Iter: 1 Subject: 907062\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907282\n",
+      "--------------------------------------------------Iter: 1 Subject: 907062\n",
+      "\n",
       "Subject: 907059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 909730\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Subject: 907064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907062\n",
-      "Iter: 3 Subject: 907062\n",
-      "Iter: 2 Subject: 909713\n",
-      "Iter: 1 Subject: 907064\n",
-      "Iter: 4 Subject: 907062\n",
+      "Iter: 2 Subject: 907282\n",
+      "Iter: 2 Subject: 907062Iter: 1 Subject: 907064\n",
+      "\n",
       "Iter: 1 Subject: 907059\n",
       "--------------------------------------------------\n",
       "Subject: 924247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 907064\n",
-      "Iter: 3 Subject: 909713\n",
-      "Iter: 2 Subject: 907059\n",
-      "Iter: 3 Subject: 907064\n",
-      "Iter: 3 Subject: 907059\n",
-      "Iter: 4 Subject: 907064\n",
-      "Iter: 4 Subject: 909713\n",
+      "Iter: 3 Subject: 907062\n",
       "--------------------------------------------------\n",
       "Subject: 1327771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907059Iter: 1 Subject: 924247\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1327769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907059\n",
-      "Iter: 1 Subject: 924247\n",
+      "Iter: 3 Subject: 907059\n",
+      "Iter: 2 Subject: 924247\n",
+      "Iter: 1 Subject: 1327771\n",
+      "Iter: 1 Subject: 1327769Iter: 4 Subject: 907059\n",
       "--------------------------------------------------\n",
       "Subject: 907171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924247\n",
-      "Iter: 1 Subject: 1327771\n",
-      "Iter: 3 Subject: 924247\n",
-      "Iter: 1 Subject: 1327769\n",
-      "Iter: 4 Subject: 924247\n",
-      "Iter: 1 Subject: 907171\n",
+      "\n",
+      "Iter: 2 Subject: 1327771\n",
       "--------------------------------------------------\n",
       "Subject: 908122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1327771\n",
-      "Iter: 2 Subject: 1327769\n",
       "Iter: 3 Subject: 1327771\n",
+      "Iter: 1 Subject: 907171\n",
+      "Iter: 2 Subject: 1327769\n",
       "Iter: 2 Subject: 907171\n",
-      "Iter: 3 Subject: 1327769\n",
-      "Iter: 4 Subject: 1327771\n",
-      "Iter: 1 Subject: 908122\n",
       "--------------------------------------------------\n",
       "Subject: 910946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 1327769\n",
+      "Iter: 1 Subject: 908122\n",
+      "Iter: 1 Subject: 910946\n",
       "Iter: 3 Subject: 907171\n",
-      "Iter: 5 Subject: 1327771\n",
-      "Iter: 2 Subject: 908122\n",
-      "Iter: 4 Subject: 907171\n",
       "--------------------------------------------------\n",
       "Subject: 909728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 909732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908122\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910946\n",
+      "Iter: 2 Subject: 908122\n",
       "Iter: 2 Subject: 910946\n",
       "Iter: 1 Subject: 909728\n",
-      "Iter: 1 Subject: 1298216\n",
       "Iter: 1 Subject: 909732\n",
+      "Iter: 3 Subject: 908122\n",
       "Iter: 3 Subject: 910946\n",
       "Iter: 2 Subject: 909728\n",
-      "Iter: 4 Subject: 910946\n",
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-      "Iter: 2 Subject: 1298216\n",
-      "Iter: 3 Subject: 909728\n",
-      "Iter: 5 Subject: 910946\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 907066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909732\n",
-      "Iter: 3 Subject: 1298216\n",
-      "Iter: 4 Subject: 909728\n",
-      "Iter: 4 Subject: 1298216\n",
-      "Iter: 4 Subject: 909732\n",
+      "Iter: 3 Subject: 909728\n",
       "--------------------------------------------------\n",
       "Subject: 753558 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298216\n",
+      "Iter: 1 Subject: 907066\n",
+      "Iter: 3 Subject: 909732\n",
+      "Iter: 1 Subject: 753558\n",
+      "Iter: 2 Subject: 1298216\n",
+      "Iter: 4 Subject: 909732\n",
+      "Iter: 2 Subject: 907066\n",
       "--------------------------------------------------\n",
       "Subject: 724869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907066\n",
+      "Iter: 3 Subject: 1298216Iter: 2 Subject: 753558\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 909758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907066\n",
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-      "Iter: 6 Subject: 907066\n",
-      "Iter: 3 Subject: 753558\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 724869\n",
       "Subject: 1327766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909758\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753558\n",
+      "Iter: 1 Subject: 909758--------------------------------------------------\n",
+      "\n",
       "Subject: 907391 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753558\n",
+      "Iter: 1 Subject: 1327766Iter: 2 Subject: 724869\n",
+      "\n",
+      "Iter: 2 Subject: 909758\n",
+      "Iter: 1 Subject: 907391\n",
       "--------------------------------------------------\n",
       "Subject: 910779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909758\n",
-      "Iter: 5 Subject: 909758\n",
+      "Iter: 3 Subject: 909758Iter: 2 Subject: 1327766\n",
+      "\n",
+      "Iter: 2 Subject: 907391\n",
+      "Iter: 1 Subject: 910779\n",
+      "Iter: 3 Subject: 1327766\n",
       "--------------------------------------------------\n",
       "Subject: 713880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1327766\n",
-      "Iter: 1 Subject: 910779\n",
-      "Iter: 2 Subject: 1327766\n",
-      "Iter: 1 Subject: 713880\n",
-      "Iter: 1 Subject: 907391\n",
-      "Iter: 2 Subject: 910779\n",
-      "Iter: 2 Subject: 713880\n",
-      "Iter: 3 Subject: 910779\n",
-      "Iter: 2 Subject: 907391\n",
-      "Iter: 3 Subject: 1327766\n",
-      "Iter: 3 Subject: 713880\n",
-      "Iter: 4 Subject: 910779\n",
-      "Iter: 3 Subject: 907391\n",
-      "Iter: 4 Subject: 713880\n",
-      "Iter: 4 Subject: 1327766\n",
       "--------------------------------------------------\n",
       "Subject: 905965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907391\n",
+      "Iter: 2 Subject: 910779\n",
+      "Iter: 1 Subject: 713880\n",
       "--------------------------------------------------\n",
       "Subject: 909729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 930298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905965\n",
+      "Iter: 2 Subject: 713880\n",
+      "Iter: 1 Subject: 909729\n",
+      "Iter: 2 Subject: 905965Iter: 1 Subject: 930298\n",
+      "\n",
+      "Iter: 2 Subject: 909729\n",
       "--------------------------------------------------\n",
       "Subject: 753569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909729\n",
-      "Iter: 1 Subject: 753569\n",
-      "Iter: 2 Subject: 909729\n",
-      "Iter: 1 Subject: 930298\n",
-      "Iter: 3 Subject: 909729\n",
-      "Iter: 2 Subject: 753569\n",
       "--------------------------------------------------\n",
       "Subject: 907042 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905965\n",
-      "Iter: 3 Subject: 753569\n",
       "Iter: 2 Subject: 930298\n",
-      "Iter: 4 Subject: 753569\n",
-      "Iter: 2 Subject: 905965\n",
-      "Iter: 5 Subject: 753569\n",
-      "Iter: 3 Subject: 930298\n",
-      "Iter: 1 Subject: 907042\n",
       "--------------------------------------------------\n",
       "Subject: 907287 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 930298\n",
-      "Iter: 3 Subject: 905965\n",
+      "Iter: 1 Subject: 753569\n",
+      "Iter: 3 Subject: 930298\n",
+      "Iter: 1 Subject: 907042\n",
+      "Iter: 1 Subject: 907287\n",
       "--------------------------------------------------\n",
-      "Subject: 753612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 753612 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 753569\n",
+      "\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 907042\n",
-      "Iter: 1 Subject: 907287\n",
-      "Iter: 4 Subject: 905965\n",
-      "Iter: 3 Subject: 907042\n",
-      "Iter: 4 Subject: 907042\n",
-      "Iter: 5 Subject: 905965\n",
       "Iter: 2 Subject: 907287\n",
       "--------------------------------------------------\n",
       "Subject: 907268 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753612\n",
       "--------------------------------------------------\n",
       "Subject: 1240159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 907287\n",
-      "Iter: 4 Subject: 907287\n",
-      "Iter: 5 Subject: 907287\n",
-      "Iter: 1 Subject: 907268\n",
-      "Iter: 1 Subject: 753612\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 1240159\n",
+      "\n",
       "Subject: 1240155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240159\n",
-      "Iter: 2 Subject: 907268\n",
-      "Iter: 2 Subject: 753612\n",
-      "Iter: 3 Subject: 907268\n",
+      "--------------------------------------------------Iter: 2 Subject: 753612\n",
+      "\n",
+      "Iter: 1 Subject: 907268\n",
       "Iter: 2 Subject: 1240159\n",
       "Iter: 1 Subject: 1240155\n",
-      "Iter: 4 Subject: 907268\n",
-      "Iter: 3 Subject: 753612\n",
-      "Iter: 3 Subject: 1240159\n",
+      "Iter: 2 Subject: 907268\n",
+      "Iter: 3 Subject: 753612Iter: 3 Subject: 1240159\n",
+      "\n",
+      "Iter: 2 Subject: 1240155\n",
       "--------------------------------------------------\n",
       "Subject: 910911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753612\n",
-      "Iter: 4 Subject: 1240159\n",
-      "Iter: 2 Subject: 1240155\n",
+      "Iter: 3 Subject: 907268\n",
       "--------------------------------------------------\n",
       "Subject: 1299070 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1240215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 1240155\n",
-      "Iter: 4 Subject: 1240155\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 910911\n",
+      "\n",
       "Subject: 909721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240215\n",
       "Iter: 1 Subject: 1299070\n",
-      "Iter: 1 Subject: 910911\n",
-      "Iter: 2 Subject: 1240215\n",
-      "Iter: 2 Subject: 1299070\n",
-      "Iter: 3 Subject: 1240215\n",
-      "Iter: 3 Subject: 1299070\n",
+      "Iter: 1 Subject: 1240215\n",
       "Iter: 2 Subject: 910911\n",
       "Iter: 1 Subject: 909721\n",
-      "Iter: 4 Subject: 1240215\n",
-      "Iter: 4 Subject: 1299070\n",
+      "Iter: 2 Subject: 1299070\n",
+      "Iter: 2 Subject: 1240215\n",
+      "Iter: 2 Subject: 909721\n",
       "Iter: 3 Subject: 910911\n",
       "--------------------------------------------------\n",
       "Subject: 907274 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240215--------------------------------------------------\n",
       "Subject: 907286 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 949153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909721\n",
-      "Iter: 3 Subject: 909721\n",
       "--------------------------------------------------\n",
       "Subject: 907057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 907286\n",
-      "Iter: 1 Subject: 907274\n",
-      "Iter: 1 Subject: 949153\n",
-      "Iter: 2 Subject: 907286\n",
-      "Iter: 2 Subject: 949153\n",
+      "Iter: 1 Subject: 949153Iter: 1 Subject: 907274\n",
+      "\n",
+      "Iter: 1 Subject: 907057\n",
+      "Iter: 2 Subject: 949153Iter: 2 Subject: 907286\n",
+      "\n",
       "Iter: 2 Subject: 907274\n",
+      "Iter: 3 Subject: 949153\n",
+      "Iter: 2 Subject: 907057\n",
       "Iter: 3 Subject: 907286\n",
-      "Iter: 1 Subject: 907057Iter: 3 Subject: 949153\n",
-      "\n",
-      "Iter: 3 Subject: 907274\n",
       "--------------------------------------------------\n",
       "Subject: 909731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907274\n",
+      "Iter: 3 Subject: 907057\n",
       "Iter: 4 Subject: 907286\n",
       "--------------------------------------------------\n",
-      "Subject: 753566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907057\n",
+      "--------------------------------------------------Iter: 1 Subject: 909731Subject: 753566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "\n",
       "Subject: 1240160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907057\n",
+      "Iter: 4 Subject: 907274\n",
+      "Iter: 2 Subject: 909731\n",
       "Iter: 1 Subject: 753566\n",
-      "Iter: 4 Subject: 907057\n",
+      "Iter: 5 Subject: 907274\n",
+      "Iter: 1 Subject: 1240160\n",
       "--------------------------------------------------\n",
       "Subject: 1240153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 753566\n",
-      "Iter: 3 Subject: 753566\n",
-      "Iter: 1 Subject: 909731\n",
-      "Iter: 4 Subject: 753566\n",
+      "Iter: 6 Subject: 907274\n",
+      "Iter: 2 Subject: 1240160Iter: 1 Subject: 1240153\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 724878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Subject: 1299050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909731\n",
-      "Iter: 1 Subject: 1240160\n",
-      "Iter: 3 Subject: 909731\n",
-      "--------------------------------------------------\n",
-      "Subject: 724878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1299059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240160\n",
-      "Iter: 1 Subject: 1240153\n",
+      "Iter: 2 Subject: 1240153\n",
       "Iter: 1 Subject: 1299050\n",
-      "Iter: 3 Subject: 1240160\n",
-      "Iter: 2 Subject: 1299050\n",
-      "Iter: 4 Subject: 1240160\n",
-      "Iter: 3 Subject: 1299050\n",
       "Iter: 1 Subject: 724878\n",
-      "Iter: 2 Subject: 1240153\n",
-      "Iter: 5 Subject: 1240160\n",
-      "Iter: 4 Subject: 1299050\n",
-      "Iter: 3 Subject: 1240153\n",
-      "--------------------------------------------------\n",
-      "Subject: 1299059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299059\n",
       "--------------------------------------------------\n",
       "Subject: 909722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 724878\n",
+      "Iter: 2 Subject: 1299059Iter: 2 Subject: 1299050\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 909726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 724878\n",
-      "Iter: 1 Subject: 1299059\n",
-      "Iter: 4 Subject: 724878\n",
-      "Iter: 5 Subject: 724878\n",
       "Iter: 1 Subject: 909722\n",
-      "Iter: 2 Subject: 1299059\n",
-      "--------------------------------------------------\n",
-      "Subject: 907073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909726\n",
       "Iter: 3 Subject: 1299059\n",
+      "Iter: 3 Subject: 1299050\n",
       "Iter: 2 Subject: 909722\n",
-      "Iter: 4 Subject: 1299059\n",
-      "Iter: 3 Subject: 909722\n",
+      "Iter: 1 Subject: 909726\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 905972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909726\n",
-      "Iter: 4 Subject: 909722\n",
-      "Iter: 5 Subject: 909722\n",
-      "Iter: 1 Subject: 907073\n",
-      "Iter: 3 Subject: 909726\n",
+      "Subject: 907073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1240154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905972\n",
-      "Iter: 4 Subject: 909726\n",
-      "Iter: 2 Subject: 905972\n",
+      "Iter: 2 Subject: 909726Iter: 1 Subject: 905972\n",
+      "\n",
+      "Iter: 1 Subject: 1240154\n",
+      "Iter: 1 Subject: 907073\n",
+      "Iter: 2 Subject: 1240154\n",
+      "Iter: 3 Subject: 909726\n",
       "Iter: 2 Subject: 907073\n",
-      "Iter: 5 Subject: 909726\n",
-      "Iter: 3 Subject: 905972\n",
-      "Iter: 3 Subject: 907073\n",
+      "Iter: 2 Subject: 905972\n",
       "--------------------------------------------------\n",
       "Subject: 753564 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905972\n",
-      "Iter: 4 Subject: 907073\n",
-      "Iter: 5 Subject: 905972\n",
       "--------------------------------------------------\n",
       "Subject: 907175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1240161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240154\n",
+      "Iter: 3 Subject: 905972\n",
       "Iter: 1 Subject: 753564\n",
       "Iter: 1 Subject: 907175\n",
-      "Iter: 2 Subject: 753564\n",
-      "Iter: 3 Subject: 753564\n",
-      "Iter: 2 Subject: 1240154\n",
-      "Iter: 2 Subject: 907175\n",
       "--------------------------------------------------\n",
       "Subject: 905968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240161\n",
-      "Iter: 3 Subject: 907175\n",
-      "Iter: 2 Subject: 1240161\n",
-      "Iter: 4 Subject: 907175\n",
-      "Iter: 3 Subject: 1240154\n",
-      "--------------------------------------------------\n",
-      "Subject: 753610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240161\n",
-      "Iter: 4 Subject: 1240154\n",
-      "Iter: 4 Subject: 1240161\n",
-      "Iter: 1 Subject: 905968\n",
-      "Iter: 5 Subject: 1240161\n",
-      "--------------------------------------------------Iter: 5 Subject: 1240154\n",
+      "Subject: 753610 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240161\n",
       "\n",
-      "Subject: 910209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907175\n",
       "--------------------------------------------------\n",
-      "Subject: 909724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 910209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240161\n",
+      "Iter: 1 Subject: 905968\n",
       "Iter: 1 Subject: 753610\n",
-      "Iter: 2 Subject: 905968\n",
-      "Iter: 3 Subject: 905968\n",
+      "Iter: 1 Subject: 910209\n",
+      "--------------------------------------------------\n",
+      "Subject: 909724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 905968\n",
+      "\n",
       "Iter: 2 Subject: 753610\n",
-      "Iter: 4 Subject: 905968\n",
+      "Iter: 2 Subject: 910209\n",
       "--------------------------------------------------\n",
       "Subject: 753563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753610\n",
-      "Iter: 1 Subject: 910209\n",
       "Iter: 1 Subject: 909724\n",
-      "Iter: 1 Subject: 753563\n",
-      "Iter: 2 Subject: 910209\n",
-      "Iter: 4 Subject: 753610\n",
-      "Iter: 2 Subject: 909724\n",
-      "Iter: 3 Subject: 910209\n",
-      "Iter: 5 Subject: 753610\n",
-      "Iter: 2 Subject: 753563\n",
-      "Iter: 3 Subject: 909724\n",
+      "Iter: 3 Subject: 753610\n",
       "--------------------------------------------------\n",
       "Subject: 1298222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910209\n",
-      "Iter: 3 Subject: 753563\n",
+      "Iter: 2 Subject: 909724\n",
+      "Iter: 4 Subject: 753610\n",
+      "Iter: 1 Subject: 753563\n",
+      "Iter: 1 Subject: 1298222\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 1290922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Subject: 687509 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753563\n",
+      "Iter: 2 Subject: 753563\n",
+      "Iter: 2 Subject: 1298222\n",
+      "Iter: 1 Subject: 687509Iter: 3 Subject: 753563\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753565 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298222\n",
-      "Iter: 1 Subject: 687509\n",
-      "Iter: 2 Subject: 1298222\n",
       "Iter: 1 Subject: 1290922\n",
-      "Iter: 2 Subject: 687509\n",
-      "Iter: 3 Subject: 1298222\n",
-      "Iter: 2 Subject: 1290922\n",
-      "Iter: 1 Subject: 753565\n",
-      "Iter: 4 Subject: 1298222\n",
-      "Iter: 3 Subject: 687509\n",
-      "Iter: 3 Subject: 1290922\n",
       "--------------------------------------------------\n",
       "Subject: 907170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1290922\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 687509\n",
-      "Iter: 2 Subject: 753565\n",
+      "Iter: 2 Subject: 687509\n",
+      "Iter: 2 Subject: 1290922\n",
+      "Iter: 1 Subject: 753565\n",
       "--------------------------------------------------\n",
       "Subject: 1327765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 687509\n",
-      "Iter: 3 Subject: 753565\n",
+      "Iter: 3 Subject: 1290922\n",
+      "Iter: 1 Subject: 907170\n",
       "--------------------------------------------------\n",
       "Subject: 1240162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907170\n",
-      "Iter: 4 Subject: 753565\n",
-      "Iter: 2 Subject: 907170\n",
-      "Iter: 5 Subject: 753565\n",
-      "Iter: 1 Subject: 1240162\n",
+      "Iter: 2 Subject: 753565\n",
+      "Iter: 1 Subject: 1327765\n",
       "--------------------------------------------------\n",
       "Subject: 1327761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 907170\n",
-      "Iter: 1 Subject: 1327765\n",
-      "Iter: 2 Subject: 1240162\n",
-      "Iter: 4 Subject: 907170\n",
-      "Iter: 3 Subject: 1240162\n",
+      "Iter: 3 Subject: 753565\n",
+      "Iter: 1 Subject: 1240162\n",
+      "Iter: 2 Subject: 1327765\n",
       "--------------------------------------------------\n",
       "Subject: 906862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1327765\n",
+      "Iter: 1 Subject: 1327761\n",
+      "Iter: 2 Subject: 1240162\n",
+      "Iter: 3 Subject: 1327765\n",
+      "Iter: 2 Subject: 1327761\n",
+      "Iter: 1 Subject: 906862\n",
+      "Iter: 3 Subject: 1240162\n",
       "--------------------------------------------------\n",
       "Subject: 753554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1327765\n",
-      "Iter: 1 Subject: 1327761\n",
-      "Iter: 4 Subject: 1327765\n",
-      "Iter: 1 Subject: 906862\n",
-      "Iter: 1 Subject: 753554\n",
+      "Iter: 3 Subject: 1327761\n",
       "--------------------------------------------------\n",
       "Subject: 1290722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753554\n",
-      "Iter: 2 Subject: 906862Iter: 2 Subject: 1327761\n",
-      "\n",
-      "Iter: 3 Subject: 753554\n",
-      "Iter: 3 Subject: 906862\n",
-      "Iter: 3 Subject: 1327761\n",
-      "Iter: 4 Subject: 753554\n",
-      "Iter: 4 Subject: 906862\n",
-      "Iter: 4 Subject: 1327761\n",
+      "Iter: 2 Subject: 906862\n",
       "--------------------------------------------------\n",
       "Subject: 924108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 753554\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 753546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1327761\n",
+      "Iter: 1 Subject: 1290722\n",
+      "Iter: 2 Subject: 753554\n",
+      "Iter: 1 Subject: 753546Iter: 1 Subject: 924108\n",
+      "\n",
+      "Iter: 3 Subject: 753554\n",
+      "Iter: 2 Subject: 924108\n",
+      "Iter: 2 Subject: 753546\n",
+      "Iter: 2 Subject: 1290722\n",
+      "Iter: 3 Subject: 924108\n",
       "--------------------------------------------------\n",
       "Subject: 946370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290722\n",
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-      "Iter: 4 Subject: 946370\n",
-      "Iter: 2 Subject: 753546\n",
       "--------------------------------------------------\n",
       "Subject: 949165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924108\n",
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-      "Iter: 3 Subject: 753546\n",
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-      "Iter: 4 Subject: 753546\n",
-      "Iter: 4 Subject: 1290722\n",
       "--------------------------------------------------\n",
       "Subject: 905938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 749714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 949165\n",
-      "Iter: 4 Subject: 924108\n",
-      "--------------------------------------------------\n",
-      "Subject: 907053 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946370Iter: 1 Subject: 949165\n",
+      "\n",
+      "Iter: 1 Subject: 905938\n",
       "Iter: 1 Subject: 749714\n",
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-      "Iter: 1 Subject: 905938\n",
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-      "Iter: 3 Subject: 949165\n",
+      "Iter: 2 Subject: 946370\n",
       "Iter: 2 Subject: 905938\n",
-      "Iter: 3 Subject: 749714\n",
-      "Iter: 4 Subject: 949165\n",
-      "Iter: 3 Subject: 905938\n",
-      "Iter: 4 Subject: 749714\n",
+      "Iter: 2 Subject: 749714\n",
+      "--------------------------------------------------\n",
+      "Subject: 907053 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1290906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905938\n",
-      "Iter: 1 Subject: 907053\n",
-      "Iter: 5 Subject: 749714\n",
-      "Iter: 5 Subject: 905938\n",
       "--------------------------------------------------\n",
       "Subject: 1303900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 749714\n",
+      "Iter: 1 Subject: 907053\n",
       "--------------------------------------------------\n",
       "Subject: 684059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290906\n",
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-      "Iter: 3 Subject: 907053\n",
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-      "Iter: 3 Subject: 1290906\n",
-      "Iter: 4 Subject: 907053\n",
+      "Iter: 1 Subject: 1290906\n",
       "--------------------------------------------------\n",
       "Subject: 1295741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684059\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 2 Subject: 1303900\n",
       "--------------------------------------------------\n",
-      "Subject: 906804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 684059Subject: 906804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 684059\n",
-      "Iter: 3 Subject: 1303900\n",
-      "Iter: 4 Subject: 1303900\n",
-      "Iter: 2 Subject: 684059\n",
+      "Iter: 2 Subject: 1290906\n",
       "--------------------------------------------------\n",
       "Subject: 906836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1295741\n",
-      "Iter: 1 Subject: 906804\n",
-      "Iter: 3 Subject: 684059\n",
-      "Iter: 4 Subject: 684059\n",
       "--------------------------------------------------\n",
       "Subject: 906848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906804\n",
+      "Iter: 1 Subject: 1295741\n",
+      "Iter: 1 Subject: 906804\n",
+      "Iter: 1 Subject: 906848\n",
       "Iter: 1 Subject: 906836\n",
+      "Iter: 2 Subject: 906848\n",
       "Iter: 2 Subject: 1295741\n",
+      "Iter: 2 Subject: 906804\n",
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       "Iter: 3 Subject: 906804\n",
-      "Iter: 3 Subject: 1295741\n",
-      "Iter: 1 Subject: 906848\n",
       "--------------------------------------------------\n",
       "Subject: 949166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906804\n",
-      "Iter: 3 Subject: 906836\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Subject: 907061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 907072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906848\n",
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-      "Iter: 5 Subject: 906848\n",
-      "Iter: 1 Subject: 907072\n",
+      "Iter: 3 Subject: 1295741\n",
+      "Iter: 1 Subject: 949166\n",
+      "Iter: 1 Subject: 907061\n",
+      "Iter: 1 Subject: 907072Iter: 2 Subject: 949166Iter: 4 Subject: 1295741\n",
+      "\n",
+      "\n",
+      "Iter: 2 Subject: 907061\n",
       "--------------------------------------------------\n",
       "Subject: 1298136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 949166\n",
       "Iter: 2 Subject: 907072\n",
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-      "Iter: 1 Subject: 1298136\n",
-      "Iter: 5 Subject: 907072\n",
+      "Iter: 5 Subject: 1295741\n",
       "--------------------------------------------------\n",
       "Subject: 1240149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298136\n",
-      "Iter: 3 Subject: 949166\n",
-      "Iter: 1 Subject: 907061\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 905971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298136\n",
-      "Iter: 4 Subject: 1298136\n",
-      "Iter: 1 Subject: 1240149\n",
-      "Iter: 5 Subject: 1298136\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 911905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905971\n",
-      "Iter: 2 Subject: 907061\n",
-      "Iter: 2 Subject: 1240149\n",
-      "Iter: 3 Subject: 1240149\n",
-      "Iter: 2 Subject: 905971\n",
+      "Iter: 1 Subject: 1298136\n",
+      "Iter: 2 Subject: 1298136Iter: 1 Subject: 905971\n",
+      "\n",
+      "Iter: 1 Subject: 1240149\n",
+      "Iter: 1 Subject: 911905\n",
       "--------------------------------------------------\n",
       "Subject: 1287706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905971\n",
+      "Iter: 2 Subject: 1240149\n",
+      "Iter: 2 Subject: 911905\n",
       "Iter: 3 Subject: 905971\n",
-      "Iter: 3 Subject: 907061\n",
-      "Iter: 4 Subject: 905971\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1287706\n",
+      "Iter: 3 Subject: 1240149--------------------------------------------------\n",
+      "\n",
       "Subject: 753531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 911905\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1287706\n",
       "--------------------------------------------------\n",
       "Subject: 1290769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 911905\n",
-      "Iter: 1 Subject: 1290769\n",
-      "Iter: 1 Subject: 1287706\n",
-      "Iter: 2 Subject: 1290769\n",
-      "Iter: 2 Subject: 1287706\n",
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-      "Iter: 2 Subject: 911905\n",
-      "Iter: 4 Subject: 1290769\n",
       "--------------------------------------------------\n",
       "Subject: 946369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1287706\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753531\n",
       "Subject: 906849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753531\n",
-      "Iter: 3 Subject: 911905\n",
-      "Iter: 1 Subject: 906849\n",
-      "Iter: 4 Subject: 911905\n",
-      "Iter: 5 Subject: 911905\n",
+      "Iter: 1 Subject: 1290769\n",
+      "Iter: 1 Subject: 946369Iter: 1 Subject: 906849\n",
+      "\n",
+      "Iter: 2 Subject: 753531\n",
+      "Iter: 2 Subject: 1290769\n",
       "Iter: 2 Subject: 906849\n",
+      "Iter: 2 Subject: 946369Iter: 3 Subject: 753531\n",
+      "\n",
+      "Iter: 3 Subject: 1290769\n",
       "--------------------------------------------------\n",
       "Subject: 905970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906849\n",
-      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753531--------------------------------------------------\n",
       "Subject: 907285 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753531\n",
-      "Iter: 1 Subject: 946369\n",
-      "Iter: 2 Subject: 946369\n",
-      "Iter: 3 Subject: 753531\n",
+      "\n",
       "Iter: 3 Subject: 946369\n",
+      "----------------------------------------------------------------------------------------------------Iter: 1 Subject: 905970\n",
+      "Subject: 907055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Subject: 907051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 907285\n",
-      "Iter: 4 Subject: 753531\n",
-      "Iter: 1 Subject: 905970\n",
       "--------------------------------------------------\n",
-      "Subject: 907055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 907043 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 907051\n",
+      "Iter: 1 Subject: 907055\n",
       "Iter: 2 Subject: 907285\n",
       "Iter: 2 Subject: 907051\n",
-      "Iter: 2 Subject: 905970\n",
       "Iter: 3 Subject: 907285\n",
-      "Iter: 3 Subject: 907051\n",
-      "Iter: 1 Subject: 907055\n",
-      "Iter: 3 Subject: 905970\n",
-      "--------------------------------------------------\n",
-      "Subject: 907043 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 907043\n",
+      "Iter: 2 Subject: 907055\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 949164 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907285Iter: 4 Subject: 907051\n",
       "\n",
-      "--------------------------------------------------\n",
       "Subject: 1290907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 949164 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907055\n",
-      "Iter: 3 Subject: 907055\n",
-      "Iter: 1 Subject: 907043\n",
-      "Iter: 4 Subject: 907055\n",
-      "Iter: 1 Subject: 1290907\n",
-      "Iter: 5 Subject: 907055\n",
-      "Iter: 2 Subject: 907043\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 907043\n",
       "Subject: 910851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290907\n",
+      "\n",
       "Iter: 1 Subject: 949164\n",
-      "Iter: 3 Subject: 907043\n",
-      "Iter: 3 Subject: 1290907\n",
+      "Iter: 1 Subject: 1290907\n",
       "Iter: 2 Subject: 949164\n",
+      "Iter: 3 Subject: 907043\n",
+      "Iter: 1 Subject: 910851Iter: 2 Subject: 1290907\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753532 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1290907\n",
       "Iter: 3 Subject: 949164\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910851Iter: 1 Subject: 753532--------------------------------------------------\n",
       "Subject: 1240123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 946367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910851\n",
-      "Iter: 2 Subject: 910851\n",
-      "Iter: 1 Subject: 1240123\n",
       "Iter: 3 Subject: 910851\n",
-      "Iter: 1 Subject: 753532\n",
-      "Iter: 2 Subject: 1240123\n",
-      "Iter: 4 Subject: 910851\n",
-      "Iter: 3 Subject: 1240123\n",
-      "Iter: 5 Subject: 910851\n",
       "Iter: 2 Subject: 753532\n",
+      "Iter: 1 Subject: 1240123\n",
       "Iter: 1 Subject: 946367\n",
+      "Iter: 3 Subject: 753532\n",
       "--------------------------------------------------\n",
       "Subject: 684057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240123\n",
-      "Iter: 3 Subject: 753532\n",
+      "Iter: 2 Subject: 1240123\n",
+      "Iter: 2 Subject: 946367\n",
       "--------------------------------------------------\n",
       "Subject: 906856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753532\n",
-      "Iter: 2 Subject: 946367\n",
-      "Iter: 5 Subject: 753532\n",
+      "Iter: 3 Subject: 1240123\n",
+      "Iter: 1 Subject: 684057\n",
+      "Iter: 3 Subject: 946367\n",
+      "Iter: 1 Subject: 906856Iter: 4 Subject: 1240123\n",
+      "\n",
+      "Iter: 2 Subject: 684057\n",
       "--------------------------------------------------\n",
       "Subject: 924111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 946367\n",
-      "Iter: 1 Subject: 684057\n",
-      "Iter: 1 Subject: 906856\n",
-      "Iter: 4 Subject: 946367\n",
-      "Iter: 2 Subject: 684057\n",
-      "Iter: 2 Subject: 906856\n",
-      "Iter: 5 Subject: 946367\n",
       "--------------------------------------------------\n",
       "Subject: 1240145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 684057\n",
       "Iter: 1 Subject: 924111\n",
-      "Iter: 3 Subject: 906856\n",
       "--------------------------------------------------\n",
       "Subject: 924151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906856\n",
       "Iter: 1 Subject: 1240145\n",
-      "Iter: 2 Subject: 924111\n",
-      "Iter: 2 Subject: 1240145\n",
-      "Iter: 3 Subject: 1240145\n",
-      "Iter: 3 Subject: 924111\n",
       "Iter: 1 Subject: 924151\n",
-      "Iter: 4 Subject: 1240145\n",
-      "Iter: 5 Subject: 1240145\n",
-      "Iter: 4 Subject: 924111\n",
+      "Iter: 3 Subject: 906856\n",
+      "Iter: 2 Subject: 924111\n",
+      "--------------------------------------------------Iter: 2 Subject: 1240145\n",
+      "\n",
+      "Subject: 1290908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 2 Subject: 924151\n",
-      "Iter: 6 Subject: 1240145\n",
+      "Iter: 3 Subject: 924111\n",
       "--------------------------------------------------\n",
       "Subject: 1240143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 924111\n",
-      "Iter: 3 Subject: 924151\n",
       "--------------------------------------------------\n",
       "Subject: 906847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 924151\n",
-      "Iter: 1 Subject: 1290908\n",
       "--------------------------------------------------\n",
       "Subject: 905948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906847\n",
+      "Iter: 1 Subject: 1290908\n",
+      "Iter: 1 Subject: 1240143\n",
       "Iter: 1 Subject: 905948\n",
-      "Iter: 2 Subject: 906847\n",
+      "Iter: 1 Subject: 906847\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 2 Subject: 1290908\n",
-      "Iter: 3 Subject: 906847\n",
-      "--------------------------------------------------\n",
-      "Subject: 753533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240143\n",
       "Iter: 2 Subject: 905948\n",
-      "Iter: 1 Subject: 1240143\n",
-      "Iter: 3 Subject: 905948\n",
+      "Iter: 2 Subject: 906847\n",
       "Iter: 3 Subject: 1290908\n",
-      "Iter: 4 Subject: 905948\n",
+      "Iter: 3 Subject: 1240143\n",
+      "Iter: 3 Subject: 905948\n",
       "--------------------------------------------------\n",
-      "Subject: 905952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 753533 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 906847\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753533\n",
-      "Iter: 2 Subject: 1240143\n",
+      "\n",
       "Iter: 4 Subject: 1290908\n",
-      "Iter: 2 Subject: 753533\n",
-      "Iter: 5 Subject: 1290908\n",
-      "Iter: 3 Subject: 1240143\n",
-      "Iter: 3 Subject: 753533\n",
+      "--------------------------------------------------\n",
+      "Subject: 905952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 753549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905952\n",
-      "Iter: 4 Subject: 753533\n",
-      "Iter: 4 Subject: 1240143\n",
       "--------------------------------------------------\n",
       "Subject: 949161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753533\n",
+      "Iter: 1 Subject: 905952\n",
+      "Iter: 1 Subject: 753549\n",
+      "Iter: 2 Subject: 753533\n",
       "Iter: 2 Subject: 905952\n",
+      "Iter: 1 Subject: 949161\n",
+      "Iter: 2 Subject: 753549\n",
+      "Iter: 3 Subject: 753533\n",
+      "Iter: 2 Subject: 949161\n",
       "--------------------------------------------------\n",
       "Subject: 1503370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905952\n",
-      "Iter: 1 Subject: 753549\n",
-      "Iter: 4 Subject: 905952\n",
       "--------------------------------------------------\n",
       "Subject: 907069 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753549\n",
-      "Iter: 3 Subject: 753549\n",
-      "Iter: 4 Subject: 753549\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Subject: 749711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Subject: 749715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 1503370\n",
+      "Iter: 1 Subject: 749711Iter: 1 Subject: 749715\n",
+      "\n",
       "Iter: 1 Subject: 907069\n",
-      "Iter: 1 Subject: 949161\n",
       "Iter: 2 Subject: 1503370\n",
+      "Iter: 2 Subject: 749711\n",
       "Iter: 2 Subject: 907069\n",
-      "Iter: 3 Subject: 1503370\n",
-      "Iter: 3 Subject: 907069\n",
-      "Iter: 1 Subject: 749711\n",
-      "Iter: 2 Subject: 949161\n",
-      "Iter: 4 Subject: 907069\n",
-      "Iter: 4 Subject: 1503370\n",
-      "--------------------------------------------------\n",
-      "Subject: 749715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 749715Iter: 3 Subject: 1503370\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 749709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Subject: 1240151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 949161\n",
-      "Iter: 2 Subject: 749711\n",
-      "Iter: 1 Subject: 749715\n",
-      "Iter: 3 Subject: 749711\n",
-      "Iter: 4 Subject: 949161\n",
-      "Iter: 2 Subject: 749715\n",
-      "Iter: 1 Subject: 1240151\n",
-      "Iter: 4 Subject: 749711\n",
-      "Iter: 3 Subject: 749715\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Subject: 749709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 5 Subject: 949161\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240151\n",
-      "Iter: 4 Subject: 749715\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907069\n",
+      "Iter: 1 Subject: 1240151\n",
+      "Iter: 1 Subject: 749709\n",
+      "Iter: 1 Subject: 753556--------------------------------------------------\n",
+      "\n",
       "Subject: 906794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240151\n",
+      "Iter: 2 Subject: 753556\n",
+      "Iter: 2 Subject: 749709Iter: 1 Subject: 906794\n",
+      "\n",
       "Iter: 3 Subject: 1240151\n",
-      "Iter: 1 Subject: 749709\n",
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-      "Iter: 2 Subject: 749709\n",
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-      "Iter: 1 Subject: 906794\n",
       "--------------------------------------------------\n",
       "Subject: 753536 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 749709\n",
-      "Iter: 4 Subject: 749709\n",
+      "Iter: 2 Subject: 906794\n",
       "--------------------------------------------------\n",
       "Subject: 910691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 753551 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906794\n",
-      "Iter: 1 Subject: 753556\n",
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       "Iter: 1 Subject: 753536\n",
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       "Iter: 1 Subject: 910691\n",
-      "Iter: 2 Subject: 753556\n",
-      "--------------------------------------------------\n",
-      "Subject: 753551 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 753551--------------------------------------------------\n",
+      "Subject: 949160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 753536\n",
       "Iter: 2 Subject: 910691\n",
-      "Iter: 3 Subject: 753556\n",
-      "Iter: 3 Subject: 753536\n",
-      "Iter: 3 Subject: 910691\n",
-      "--------------------------------------------------\n",
-      "Subject: 949160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910691\n",
-      "Iter: 4 Subject: 753536\n",
-      "Iter: 1 Subject: 753551\n",
+      "Iter: 1 Subject: 949160Iter: 2 Subject: 753551\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 906854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 905937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753551\n",
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-      "Iter: 1 Subject: 905937\n",
-      "Iter: 1 Subject: 949160\n",
-      "Iter: 1 Subject: 906854\n",
-      "Iter: 4 Subject: 753551\n",
-      "Iter: 2 Subject: 905937\n",
+      "Iter: 2 Subject: 949160\n",
+      "Iter: 1 Subject: 906854Iter: 1 Subject: 905937\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1247873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906854\n",
-      "Iter: 2 Subject: 949160\n",
-      "Iter: 3 Subject: 905937\n",
-      "Iter: 3 Subject: 906854\n",
-      "Iter: 4 Subject: 905937\n",
-      "Iter: 3 Subject: 949160\n",
       "--------------------------------------------------\n",
       "Subject: 749716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1247873\n",
-      "Iter: 4 Subject: 906854\n",
-      "Iter: 4 Subject: 949160\n",
+      "Iter: 2 Subject: 905937\n",
+      "Iter: 2 Subject: 906854Iter: 1 Subject: 1247873\n",
+      "\n",
+      "Iter: 3 Subject: 905937\n",
+      "Iter: 1 Subject: 749716\n",
       "--------------------------------------------------\n",
       "Subject: 907056 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 1247873\n",
-      "Iter: 5 Subject: 949160\n",
-      "Iter: 1 Subject: 749716\n",
       "--------------------------------------------------\n",
       "Subject: 907067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1247873\n",
-      "Iter: 2 Subject: 749716\n",
-      "Iter: 1 Subject: 907056\n",
-      "Iter: 4 Subject: 1247873\n",
-      "Iter: 3 Subject: 749716\n",
-      "Iter: 2 Subject: 907056\n",
       "--------------------------------------------------\n",
       "Subject: 753555 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907056Iter: 2 Subject: 749716\n",
+      "\n",
+      "Iter: 1 Subject: 907067\n",
+      "Iter: 3 Subject: 749716\n",
+      "Iter: 2 Subject: 907056\n",
+      "Iter: 1 Subject: 753555\n",
+      "Iter: 2 Subject: 907067\n",
       "--------------------------------------------------\n",
       "Subject: 906791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 907056\n",
+      "Iter: 2 Subject: 753555\n",
+      "Iter: 3 Subject: 907067\n",
+      "Iter: 1 Subject: 906791\n",
       "--------------------------------------------------\n",
       "Subject: 910916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907067\n",
-      "Iter: 1 Subject: 906791\n",
-      "Iter: 2 Subject: 906791\n",
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-      "\n",
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-      "Iter: 3 Subject: 907067\n",
-      "Iter: 1 Subject: 910916\n",
       "--------------------------------------------------\n",
       "Subject: 910568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907067\n",
-      "Iter: 2 Subject: 910916\n",
-      "Iter: 5 Subject: 907067\n",
-      "Iter: 3 Subject: 910916\n",
       "--------------------------------------------------\n",
       "Subject: 1297446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906791\n",
+      "Iter: 1 Subject: 1297446\n",
+      "Iter: 3 Subject: 906791\n",
+      "Iter: 1 Subject: 910916\n",
       "Iter: 1 Subject: 910568\n",
-      "Iter: 4 Subject: 910916\n",
-      "Iter: 1 Subject: 753555\n",
       "--------------------------------------------------\n",
       "Subject: 949168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297446\n",
+      "Iter: 2 Subject: 910916\n",
       "Iter: 2 Subject: 910568\n",
-      "Iter: 3 Subject: 910568\n",
-      "Iter: 4 Subject: 910568\n",
+      "Iter: 1 Subject: 949168\n",
+      "Iter: 3 Subject: 1297446\n",
       "--------------------------------------------------\n",
       "Subject: 1503369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753555\n",
-      "Iter: 1 Subject: 1297446\n",
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-      "Iter: 1 Subject: 1503369\n",
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-      "Iter: 2 Subject: 1503369\n",
-      "Iter: 4 Subject: 1297446\n",
-      "Iter: 4 Subject: 753555\n",
       "--------------------------------------------------\n",
       "Subject: 907048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1503369\n",
-      "Iter: 4 Subject: 1503369\n",
-      "Iter: 5 Subject: 753555\n",
+      "Iter: 2 Subject: 949168\n",
       "--------------------------------------------------\n",
       "Subject: 1240140 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 949168\n",
+      "Iter: 1 Subject: 1503369\n",
       "Iter: 1 Subject: 907048\n",
-      "Iter: 2 Subject: 907048\n",
-      "Iter: 6 Subject: 753555\n",
       "--------------------------------------------------\n",
       "Subject: 907046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1503369\n",
+      "Iter: 1 Subject: 1240140\n",
+      "Iter: 2 Subject: 907048\n",
+      "Iter: 1 Subject: 907046\n",
+      "Iter: 3 Subject: 1503369\n",
+      "Iter: 2 Subject: 1240140\n",
+      "Iter: 4 Subject: 1503369\n",
       "Iter: 3 Subject: 907048\n",
-      "Iter: 4 Subject: 907048\n",
+      "Iter: 3 Subject: 1240140\n",
+      "Iter: 2 Subject: 907046\n",
       "--------------------------------------------------\n",
       "Subject: 1240142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 949168\n",
-      "Iter: 1 Subject: 1240142\n",
-      "Iter: 2 Subject: 1240142\n",
-      "Iter: 1 Subject: 1240140\n",
-      "Iter: 3 Subject: 1240142\n",
-      "Iter: 4 Subject: 1240142\n",
       "--------------------------------------------------\n",
       "Subject: 907289 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 949168\n",
-      "Iter: 2 Subject: 1240140\n",
-      "Iter: 1 Subject: 907046\n",
-      "Iter: 3 Subject: 1240140Iter: 1 Subject: 907289\n",
-      "\n",
-      "Iter: 4 Subject: 949168\n",
-      "Iter: 4 Subject: 1240140\n",
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-      "Iter: 2 Subject: 907046\n",
-      "Iter: 5 Subject: 1240140\n",
-      "Iter: 5 Subject: 949168\n",
-      "Iter: 3 Subject: 907289\n",
-      "Iter: 4 Subject: 907289\n",
-      "Iter: 6 Subject: 1240140\n",
-      "Iter: 3 Subject: 907046\n",
-      "Iter: 5 Subject: 907289\n",
       "--------------------------------------------------\n",
       "Subject: 906846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 6 Subject: 949168\n",
+      "Iter: 3 Subject: 907046\n",
+      "Iter: 1 Subject: 906846\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1240142\n",
       "--------------------------------------------------\n",
       "Subject: 910944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907289\n",
+      "Iter: 2 Subject: 1240142\n",
+      "Iter: 2 Subject: 906846Iter: 2 Subject: 907289\n",
+      "\n",
+      "Iter: 1 Subject: 910944\n",
       "--------------------------------------------------\n",
       "Subject: 1240121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907046\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910944\n",
-      "Iter: 2 Subject: 906846\n",
-      "Iter: 2 Subject: 910944\n",
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+      "Iter: 2 Subject: 910944\n",
+      "Iter: 1 Subject: 1240121\n",
       "Iter: 1 Subject: 949088\n",
       "--------------------------------------------------\n",
       "Subject: 906842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 910944\n",
+      "Iter: 2 Subject: 1240121\n",
+      "Iter: 2 Subject: 949088\n",
       "--------------------------------------------------\n",
       "Subject: 1503366 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 2 Subject: 949088\n",
-      "Iter: 3 Subject: 949088\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 906842\n",
-      "Iter: 1 Subject: 1240121\n",
-      "Iter: 4 Subject: 949088\n",
-      "Iter: 1 Subject: 1503366\n",
+      "Iter: 4 Subject: 910944\n",
+      "Iter: 3 Subject: 949088\n",
       "--------------------------------------------------\n",
       "Subject: 1240152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 906842\n",
-      "Iter: 3 Subject: 906842\n",
-      "Iter: 2 Subject: 1503366\n",
-      "Iter: 4 Subject: 906842\n",
+      "Iter: 1 Subject: 1503366\n",
       "--------------------------------------------------\n",
       "Subject: 907047 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240121\n",
+      "Iter: 3 Subject: 906842\n",
       "Iter: 1 Subject: 1240152\n",
+      "Iter: 2 Subject: 1503366\n",
+      "Iter: 1 Subject: 907047\n",
+      "Iter: 4 Subject: 906842\n",
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-      "Iter: 4 Subject: 1503366\n",
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-      "Iter: 5 Subject: 1503366\n",
-      "Iter: 3 Subject: 1240121\n",
       "--------------------------------------------------\n",
       "Subject: 1240150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240152\n",
       "--------------------------------------------------\n",
       "Subject: 1290905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907047\n",
-      "Iter: 4 Subject: 1240152\n",
+      "Iter: 2 Subject: 907047\n",
+      "Iter: 3 Subject: 1240152\n",
+      "Iter: 3 Subject: 907047\n",
       "--------------------------------------------------\n",
       "Subject: 907071 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907047\n",
+      "Iter: 1 Subject: 1240150\n",
       "Iter: 1 Subject: 1290905\n",
-      "Iter: 3 Subject: 907047\n",
+      "Iter: 4 Subject: 907047\n",
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-      "Iter: 1 Subject: 1240150\n",
+      "Iter: 2 Subject: 1240150\n",
+      "Iter: 1 Subject: 907071\n",
       "--------------------------------------------------\n",
       "Subject: 907068 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1290905\n",
       "--------------------------------------------------\n",
       "Subject: 1240183 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907071\n",
-      "Iter: 2 Subject: 1240150\n",
-      "Iter: 2 Subject: 907071\n",
-      "Iter: 3 Subject: 1240150\n",
-      "Iter: 1 Subject: 1240183\n",
-      "Iter: 3 Subject: 907071\n",
-      "Iter: 4 Subject: 1240150\n",
-      "Iter: 2 Subject: 1240183\n",
-      "Iter: 4 Subject: 907071--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290905\n",
+      "--------------------------------------------------\n",
       "Subject: 687820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 907068\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240183--------------------------------------------------\n",
       "Subject: 687815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240183\n",
-      "Iter: 4 Subject: 1240183\n",
-      "--------------------------------------------------\n",
-      "Subject: 753605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687815\n",
+      "\n",
       "Iter: 1 Subject: 687820\n",
+      "Iter: 2 Subject: 1240183\n",
+      "Iter: 1 Subject: 687815\n",
       "Iter: 2 Subject: 907068\n",
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-      "Iter: 1 Subject: 753605\n",
+      "Iter: 3 Subject: 1240183\n",
       "Iter: 2 Subject: 687820\n",
+      "Iter: 3 Subject: 907068\n",
       "Iter: 3 Subject: 687815\n",
+      "Iter: 4 Subject: 907068\n",
       "Iter: 3 Subject: 687820\n",
-      "Iter: 4 Subject: 687815Iter: 2 Subject: 753605\n",
-      "\n",
-      "Iter: 3 Subject: 907068\n",
+      "--------------------------------------------------\n",
+      "Subject: 753605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 925341 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753605\n",
       "--------------------------------------------------\n",
       "Subject: 908444 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687820\n",
+      "Iter: 1 Subject: 925341Iter: 1 Subject: 753605\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 908455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907068\n",
-      "Iter: 5 Subject: 907068\n",
-      "Iter: 1 Subject: 908444\n",
-      "Iter: 1 Subject: 925341\n",
-      "Iter: 2 Subject: 908444\n",
-      "Iter: 6 Subject: 907068\n",
+      "Iter: 2 Subject: 753605\n",
       "--------------------------------------------------\n",
       "Subject: 949174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 908444\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908444\n",
-      "Iter: 2 Subject: 925341\n",
-      "Iter: 4 Subject: 908444\n",
+      "Iter: 1 Subject: 908455\n",
       "--------------------------------------------------\n",
       "Subject: 908449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 925341\n",
-      "Iter: 4 Subject: 925341\n",
+      "Iter: 2 Subject: 908444\n",
       "Iter: 1 Subject: 949174\n",
+      "Iter: 2 Subject: 908455\n",
+      "Iter: 1 Subject: 908449\n",
       "--------------------------------------------------\n",
       "Subject: 1330985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 949174\n",
-      "Iter: 1 Subject: 908455\n",
-      "Iter: 3 Subject: 949174\n",
       "--------------------------------------------------\n",
       "Subject: 908473 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908449\n",
+      "Iter: 3 Subject: 908455\n",
       "Iter: 2 Subject: 908449\n",
-      "Iter: 3 Subject: 908449\n",
-      "Iter: 2 Subject: 908455\n",
-      "Iter: 4 Subject: 908449\n",
+      "Iter: 1 Subject: 1330985\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908473\n",
       "Subject: 909749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1330985\n",
-      "Iter: 3 Subject: 908455\n",
+      "Iter: 3 Subject: 908449\n",
+      "Iter: 2 Subject: 1330985\n",
+      "Iter: 2 Subject: 908473\n",
       "--------------------------------------------------\n",
       "Subject: 687800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908473\n",
       "Iter: 1 Subject: 909749\n",
-      "Iter: 2 Subject: 1330985\n",
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-      "Iter: 3 Subject: 909749\n",
-      "Iter: 4 Subject: 687800\n",
-      "Iter: 4 Subject: 908473\n",
-      "Iter: 4 Subject: 1330985\n",
       "--------------------------------------------------\n",
-      "Subject: 687821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 687821 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 1330985\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 909749\n",
+      "Iter: 1 Subject: 687800\n",
       "--------------------------------------------------\n",
       "Subject: 688011 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909749\n",
+      "Iter: 4 Subject: 1330985\n",
+      "Iter: 1 Subject: 687821\n",
+      "Iter: 2 Subject: 687800\n",
       "--------------------------------------------------\n",
       "Subject: 905967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 909749\n",
-      "Iter: 1 Subject: 905967\n",
-      "Iter: 6 Subject: 909749\n",
+      "Iter: 2 Subject: 687821\n",
       "Iter: 1 Subject: 688011\n",
+      "Iter: 3 Subject: 687800\n",
+      "Iter: 1 Subject: 905967\n",
+      "Iter: 3 Subject: 687821\n",
+      "Iter: 2 Subject: 688011\n",
       "--------------------------------------------------\n",
       "Subject: 1331055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 905967\n",
-      "Iter: 3 Subject: 905967\n",
-      "Iter: 2 Subject: 688011\n",
-      "Iter: 4 Subject: 905967\n",
-      "Iter: 3 Subject: 688011\n",
-      "Iter: 1 Subject: 687821\n",
       "--------------------------------------------------\n",
       "Subject: 908446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1331055\n",
-      "Iter: 4 Subject: 688011\n",
       "--------------------------------------------------\n",
       "Subject: 1330982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1331055\n",
-      "Iter: 2 Subject: 687821\n",
-      "Iter: 1 Subject: 908446\n",
-      "Iter: 3 Subject: 1331055\n",
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-      "Iter: 3 Subject: 687821\n",
-      "Iter: 2 Subject: 908446\n",
-      "Iter: 5 Subject: 1331055\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905967\n",
+      "Iter: 1 Subject: 1331055\n",
+      "--------------------------------------------------Iter: 1 Subject: 1330982\n",
+      "\n",
       "Subject: 925342 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908446\n",
-      "Iter: 4 Subject: 687821\n",
-      "Iter: 1 Subject: 1330982\n",
-      "Iter: 4 Subject: 908446\n",
-      "Iter: 5 Subject: 687821\n",
+      "Iter: 1 Subject: 908446\n",
+      "Iter: 2 Subject: 1331055\n",
+      "Iter: 2 Subject: 1330982\n",
+      "Iter: 1 Subject: 925342\n",
       "--------------------------------------------------\n",
+      "Subject: 1480371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 1330984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 908446\n",
       "--------------------------------------------------\n",
-      "Subject: 1480371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1330984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330982\n",
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+      "Iter: 2 Subject: 925342\n",
       "--------------------------------------------------\n",
       "Subject: 1240186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1330984\n",
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+      "Iter: 3 Subject: 925342\n",
+      "Iter: 1 Subject: 1330984\n",
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-      "Iter: 3 Subject: 1480371\n",
-      "Iter: 4 Subject: 1330984\n",
-      "Iter: 4 Subject: 1480371--------------------------------------------------\n",
-      "Subject: 909711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 3 Subject: 1240186\n",
+      "Iter: 2 Subject: 1330984\n",
       "--------------------------------------------------\n",
-      "Subject: 687807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
+      "Subject: 909711 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 1480371\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Iter: 4 Subject: 1240186\n",
+      "Iter: 2 Subject: 1240186\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330984\n",
+      "--------------------------------------------------Iter: 1 Subject: 909711\n",
+      "\n",
+      "Subject: 687807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 1240189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240187\n",
+      "Iter: 2 Subject: 909711\n",
+      "Iter: 1 Subject: 687807\n",
+      "Iter: 1 Subject: 1240187Iter: 1 Subject: 1240189\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 722066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 925342\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240187\n",
+      "Iter: 2 Subject: 1240189\n",
+      "--------------------------------------------------Iter: 2 Subject: 687807\n",
       "Subject: 1240192 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240187\n",
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-      "Iter: 1 Subject: 1240192\n",
-      "Iter: 4 Subject: 1240187\n",
+      "\n",
       "Iter: 1 Subject: 722066\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687807--------------------------------------------------\n",
+      "\n",
       "Subject: 908158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240192\n",
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-      "Iter: 2 Subject: 722066\n",
-      "Iter: 1 Subject: 1240189\n",
+      "Iter: 1 Subject: 1240192\n",
       "--------------------------------------------------\n",
       "Subject: 949178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 722066\n",
+      "Iter: 2 Subject: 722066\n",
+      "Iter: 2 Subject: 1240192\n",
       "Iter: 1 Subject: 908158\n",
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-      "Iter: 5 Subject: 722066\n",
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       "--------------------------------------------------\n",
       "Subject: 908450 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240189\n",
-      "Iter: 3 Subject: 949178\n",
-      "Iter: 3 Subject: 908158\n",
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+      "Iter: 1 Subject: 949178\n",
+      "Iter: 3 Subject: 722066\n",
+      "Iter: 2 Subject: 949178\n",
+      "Iter: 2 Subject: 908158\n",
+      "Iter: 1 Subject: 908450Iter: 4 Subject: 722066\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1503363 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 949178\n",
-      "Iter: 4 Subject: 908158\n",
+      "Iter: 3 Subject: 908158\n",
       "--------------------------------------------------\n",
       "Subject: 1330983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503363\n",
+      "Iter: 2 Subject: 908450\n",
       "--------------------------------------------------\n",
       "Subject: 909737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1503363\n",
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       "Iter: 1 Subject: 1330983\n",
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-      "Iter: 4 Subject: 1330983\n",
+      "Iter: 3 Subject: 908450\n",
       "--------------------------------------------------\n",
       "Subject: 908474 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909737\n",
+      "Iter: 2 Subject: 1330983\n",
       "--------------------------------------------------\n",
       "Subject: 688018 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 909737\n",
+      "Iter: 1 Subject: 908474\n",
+      "Iter: 2 Subject: 909737\n",
+      "Iter: 3 Subject: 1330983\n",
+      "Iter: 1 Subject: 688018\n",
+      "Iter: 3 Subject: 909737\n",
+      "Iter: 2 Subject: 908474\n",
       "--------------------------------------------------\n",
       "Subject: 688013 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 688018\n",
-      "Iter: 1 Subject: 908474\n",
-      "Iter: 1 Subject: 908450\n",
       "Iter: 2 Subject: 688018\n",
-      "Iter: 1 Subject: 688013\n",
-      "Iter: 2 Subject: 908474\n",
-      "Iter: 3 Subject: 688018\n",
       "--------------------------------------------------\n",
       "Subject: 724874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 908474\n",
-      "Iter: 2 Subject: 688013\n",
-      "Iter: 4 Subject: 908474\n",
       "--------------------------------------------------\n",
       "Subject: 1240190 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688013\n",
       "Iter: 1 Subject: 724874\n",
-      "Iter: 3 Subject: 688013\n",
-      "Iter: 4 Subject: 688013\n",
-      "Iter: 2 Subject: 908450\n",
-      "Iter: 2 Subject: 724874\n",
-      "Iter: 1 Subject: 1240190\n",
       "--------------------------------------------------\n",
       "Subject: 908457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 724874\n",
-      "Iter: 2 Subject: 1240190\n",
-      "Iter: 4 Subject: 724874\n",
-      "Iter: 3 Subject: 908450\n",
-      "Iter: 3 Subject: 1240190\n",
+      "Iter: 1 Subject: 1240190\n",
+      "Iter: 2 Subject: 688013\n",
       "--------------------------------------------------\n",
       "Subject: 908445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724874\n",
+      "Iter: 2 Subject: 1240190\n",
       "Iter: 1 Subject: 908457\n",
-      "Iter: 4 Subject: 1240190\n",
-      "Iter: 4 Subject: 908450\n",
       "--------------------------------------------------\n",
       "Subject: 1509074 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908457\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 908445\n",
+      "\n",
       "Subject: 910849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908457\n",
-      "Iter: 4 Subject: 908457\n",
-      "Iter: 1 Subject: 908445\n",
+      "Iter: 2 Subject: 908457\n",
       "--------------------------------------------------\n",
       "Subject: 905990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1509074\n",
-      "Iter: 1 Subject: 910849\n",
       "Iter: 2 Subject: 908445\n",
-      "Iter: 2 Subject: 1509074\n",
-      "Iter: 2 Subject: 910849\n",
+      "Iter: 1 Subject: 910849\n",
       "Iter: 1 Subject: 905990\n",
-      "Iter: 3 Subject: 908445\n",
-      "Iter: 3 Subject: 910849\n",
-      "Iter: 3 Subject: 1509074\n",
-      "Iter: 2 Subject: 905990\n",
-      "Iter: 4 Subject: 908445\n",
+      "Iter: 2 Subject: 1509074\n",
       "--------------------------------------------------\n",
       "Subject: 1503362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1509074\n",
       "--------------------------------------------------\n",
       "Subject: 905979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905990\n",
+      "Iter: 2 Subject: 910849\n",
+      "Iter: 2 Subject: 905990\n",
       "--------------------------------------------------\n",
       "Subject: 910701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 687802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687802\n",
       "Iter: 1 Subject: 1503362\n",
-      "Iter: 2 Subject: 687802\n",
-      "Iter: 1 Subject: 910701\n",
       "Iter: 1 Subject: 905979\n",
-      "Iter: 3 Subject: 687802\n",
+      "Iter: 1 Subject: 910701\n",
       "Iter: 2 Subject: 1503362\n",
+      "Iter: 1 Subject: 687802\n",
       "Iter: 2 Subject: 905979\n",
-      "Iter: 4 Subject: 687802\n",
       "Iter: 2 Subject: 910701\n",
-      "Iter: 3 Subject: 1503362\n",
       "--------------------------------------------------\n",
       "Subject: 1298356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905979\n",
-      "Iter: 3 Subject: 910701\n",
-      "Iter: 4 Subject: 1503362\n",
-      "Iter: 4 Subject: 905979\n",
+      "Iter: 2 Subject: 687802\n",
       "--------------------------------------------------\n",
       "Subject: 908443 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 688025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910701\n",
+      "Iter: 3 Subject: 910701\n",
+      "Iter: 1 Subject: 1298356Iter: 1 Subject: 908443\n",
+      "\n",
+      "Iter: 1 Subject: 688025\n",
       "--------------------------------------------------\n",
       "Subject: 724825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298356\n",
-      "Iter: 1 Subject: 908443\n",
       "Iter: 2 Subject: 908443\n",
       "Iter: 2 Subject: 1298356\n",
-      "Iter: 3 Subject: 908443\n",
-      "Iter: 3 Subject: 1298356Iter: 4 Subject: 908443\n",
+      "Iter: 2 Subject: 688025Iter: 1 Subject: 724825\n",
       "\n",
       "--------------------------------------------------\n",
       "Subject: 908159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298356\n",
-      "Iter: 5 Subject: 1298356\n",
-      "Iter: 1 Subject: 688025\n",
-      "Iter: 1 Subject: 724825\n",
+      "Iter: 3 Subject: 1298356\n",
+      "Iter: 2 Subject: 724825\n",
+      "Iter: 1 Subject: 908159\n",
+      "Iter: 3 Subject: 688025\n",
       "--------------------------------------------------\n",
       "Subject: 908448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908159\n",
-      "Iter: 2 Subject: 688025\n",
-      "Iter: 2 Subject: 908159\n",
-      "Iter: 1 Subject: 908448\n",
-      "Iter: 3 Subject: 908159\n",
-      "Iter: 3 Subject: 688025\n",
+      "Iter: 3 Subject: 724825\n",
       "--------------------------------------------------\n",
       "Subject: 949177 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 724825\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Iter: 1 Subject: 908448\n",
+      "Iter: 2 Subject: 908159\n",
       "--------------------------------------------------\n",
       "Subject: 905933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949177\n",
       "Iter: 2 Subject: 908448\n",
-      "Iter: 3 Subject: 908448\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905933\n",
+      "Iter: 3 Subject: 908159\n",
+      "Iter: 2 Subject: 949177--------------------------------------------------\n",
       "Subject: 688006 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905933\n",
-      "Iter: 3 Subject: 724825\n",
-      "Iter: 1 Subject: 949177\n",
-      "Iter: 4 Subject: 724825\n",
-      "Iter: 2 Subject: 905933\n",
-      "Iter: 2 Subject: 949177\n",
-      "Iter: 3 Subject: 905933Iter: 1 Subject: 688006\n",
       "\n",
-      "Iter: 5 Subject: 724825\n",
-      "Iter: 3 Subject: 949177\n",
-      "Iter: 4 Subject: 905933\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 905933\n",
       "Subject: 909746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 688006\n",
-      "Iter: 5 Subject: 905933\n",
-      "Iter: 4 Subject: 949177\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 909740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 688006\n",
       "--------------------------------------------------\n",
       "Subject: 1298352 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 687812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298352\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 688006\n",
       "Iter: 1 Subject: 909746\n",
-      "Iter: 1 Subject: 909740\n",
-      "Iter: 2 Subject: 1298352\n",
-      "Iter: 2 Subject: 909740Iter: 3 Subject: 1298352\n",
+      "Iter: 2 Subject: 688006\n",
+      "Iter: 1 Subject: 909740Iter: 1 Subject: 1298352\n",
       "\n",
       "Iter: 2 Subject: 909746\n",
-      "Iter: 1 Subject: 687812\n",
-      "Iter: 4 Subject: 1298352\n",
-      "Iter: 3 Subject: 909740\n",
-      "Iter: 3 Subject: 909746\n",
       "--------------------------------------------------\n",
-      "Subject: 688022 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 687812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687812\n",
-      "Iter: 4 Subject: 909740\n",
-      "Iter: 4 Subject: 909746\n",
       "--------------------------------------------------\n",
-      "Subject: 688026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 688022 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 909746\n",
-      "Iter: 3 Subject: 687812\n",
+      "Iter: 2 Subject: 1298352\n",
+      "Iter: 2 Subject: 909740\n",
+      "Iter: 1 Subject: 687812\n",
       "Iter: 1 Subject: 688022\n",
+      "Iter: 3 Subject: 1298352\n",
+      "--------------------------------------------------\n",
+      "Subject: 688026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687812\n",
+      "--------------------------------------------------Iter: 2 Subject: 688022\n",
+      "\n",
       "Subject: 688027 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687812\n",
-      "Iter: 2 Subject: 688022\n",
-      "Iter: 5 Subject: 687812\n",
-      "Iter: 3 Subject: 688022\n",
-      "Iter: 1 Subject: 688026\n",
       "--------------------------------------------------\n",
       "Subject: 949171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688026\n",
       "--------------------------------------------------\n",
       "Subject: 908451 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 688027\n",
       "Iter: 2 Subject: 688026\n",
-      "Iter: 2 Subject: 688027\n",
       "Iter: 1 Subject: 949171\n",
-      "Iter: 3 Subject: 688026\n",
-      "Iter: 4 Subject: 688026\n",
-      "Iter: 2 Subject: 949171\n",
-      "Iter: 3 Subject: 688027\n",
+      "Iter: 1 Subject: 908451\n",
       "--------------------------------------------------\n",
       "Subject: 949175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 688027\n",
-      "Iter: 3 Subject: 949171\n",
-      "Iter: 1 Subject: 908451\n",
+      "Iter: 2 Subject: 949171Iter: 2 Subject: 688027\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1298358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 949171\n",
-      "Iter: 2 Subject: 908451\n",
-      "Iter: 5 Subject: 949171\n",
-      "Iter: 3 Subject: 908451\n",
       "--------------------------------------------------\n",
-      "Subject: 909748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 909748 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 949175\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 949175\n",
+      "\n",
+      "Iter: 2 Subject: 908451\n",
+      "Iter: 1 Subject: 1298358\n",
+      "Iter: 2 Subject: 949175\n",
+      "Iter: 1 Subject: 909748\n",
       "--------------------------------------------------\n",
       "Subject: 909744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 949175\n",
-      "Iter: 1 Subject: 1298358\n",
-      "Iter: 1 Subject: 909748\n",
-      "Iter: 3 Subject: 949175\n",
-      "Iter: 1 Subject: 909744\n",
+      "Iter: 2 Subject: 1298358\n",
       "--------------------------------------------------\n",
       "Subject: 1240217 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298358\n",
+      "--------------------------------------------------\n",
+      "Subject: 687814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 2 Subject: 909748\n",
-      "Iter: 2 Subject: 909744\n",
-      "Iter: 3 Subject: 1298358\n",
-      "Iter: 3 Subject: 909748\n",
-      "Iter: 3 Subject: 909744\n",
-      "Iter: 4 Subject: 1298358\n",
-      "Iter: 4 Subject: 909748\n",
+      "Iter: 1 Subject: 909744\n",
       "Iter: 1 Subject: 1240217\n",
+      "Iter: 1 Subject: 687814\n",
+      "Iter: 3 Subject: 909748\n",
+      "Iter: 2 Subject: 909744\n",
+      "Iter: 2 Subject: 1240217\n",
       "--------------------------------------------------\n",
-      "Subject: 687814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 687819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Iter: 2 Subject: 687814\n",
+      "Iter: 3 Subject: 909744\n",
       "--------------------------------------------------\n",
       "Subject: 908482 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240217\n",
-      "Iter: 1 Subject: 687819\n",
-      "Iter: 1 Subject: 687814Iter: 1 Subject: 908482\n",
-      "\n",
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-      "Iter: 4 Subject: 1240217\n",
-      "Iter: 2 Subject: 687819\n",
-      "Iter: 2 Subject: 687814\n",
-      "Iter: 2 Subject: 908482\n",
+      "Iter: 1 Subject: 687819\n",
+      "Iter: 4 Subject: 909744\n",
       "--------------------------------------------------\n",
       "Subject: 908459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687819\n",
-      "Iter: 3 Subject: 687814\n",
-      "Iter: 3 Subject: 908482\n",
-      "Iter: 4 Subject: 687819--------------------------------------------------\n",
+      "Iter: 1 Subject: 908482\n",
+      "--------------------------------------------------\n",
       "Subject: 688031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Iter: 4 Subject: 908482\n",
+      "Iter: 2 Subject: 687819\n",
+      "Iter: 1 Subject: 688031\n",
+      "Iter: 2 Subject: 908482\n",
       "Iter: 1 Subject: 908459\n",
-      "Iter: 5 Subject: 687819\n",
+      "Iter: 3 Subject: 687819\n",
       "--------------------------------------------------\n",
       "Subject: 949172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 688031\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 908447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 949176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 908459\n",
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+      "Iter: 1 Subject: 949172\n",
       "--------------------------------------------------\n",
       "Subject: 910930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 909751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949176\n",
       "--------------------------------------------------\n",
       "Subject: 1331035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910930\n",
+      "Iter: 1 Subject: 910930\n",
+      "Iter: 2 Subject: 949176\n",
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-      "Iter: 4 Subject: 910930\n",
-      "Iter: 2 Subject: 909751\n",
+      "Iter: 1 Subject: 1331035\n",
       "--------------------------------------------------\n",
       "Subject: 905986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1331035\n",
-      "Iter: 3 Subject: 909751\n",
-      "Iter: 1 Subject: 949176\n",
+      "Iter: 2 Subject: 910930\n",
+      "Iter: 2 Subject: 909751\n",
       "Iter: 2 Subject: 1331035\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905986Iter: 3 Subject: 910930\n",
+      "\n",
+      "Iter: 3 Subject: 909751\n",
+      "Iter: 3 Subject: 1331035\n",
+      "Iter: 2 Subject: 905986\n",
+      "--------------------------------------------------Iter: 4 Subject: 910930\n",
+      "\n",
       "Subject: 905942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909751\n",
+      "Iter: 5 Subject: 910930\n",
       "--------------------------------------------------\n",
       "Subject: 905944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905986\n",
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-      "Iter: 1 Subject: 905942\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905944\n",
-      "Iter: 3 Subject: 949176\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Iter: 1 Subject: 905942\n",
       "--------------------------------------------------\n",
       "Subject: 1240191 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905944\n",
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+      "Iter: 1 Subject: 905944\n",
+      "Iter: 1 Subject: 1240191\n",
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+      "Iter: 2 Subject: 905942\n",
+      "Iter: 2 Subject: 905944\n",
+      "Iter: 3 Subject: 905942\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 753607\n",
+      "Iter: 3 Subject: 905944\n",
+      "Iter: 2 Subject: 1240191\n",
       "--------------------------------------------------\n",
       "Subject: 908452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 905942\n",
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-      "Iter: 1 Subject: 1240191\n",
-      "Iter: 5 Subject: 905942\n",
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       "--------------------------------------------------\n",
       "Subject: 908454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908440\n",
+      "Iter: 3 Subject: 1240191\n",
+      "Iter: 1 Subject: 908452\n",
+      "Iter: 1 Subject: 908454\n",
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+      "Iter: 4 Subject: 1240191\n",
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-      "Iter: 3 Subject: 908452\n",
-      "Iter: 3 Subject: 1240191\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 910904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908452\n",
-      "Iter: 2 Subject: 908454\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 924244 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240191\n",
-      "Iter: 3 Subject: 908454\n",
       "--------------------------------------------------\n",
       "Subject: 909759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908452\n",
       "Iter: 1 Subject: 910904\n",
-      "Iter: 4 Subject: 908454\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924244\n",
+      "Iter: 1 Subject: 909759--------------------------------------------------\n",
+      "\n",
       "Subject: 909712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 910904\n",
-      "Iter: 1 Subject: 909759\n",
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-      "Iter: 3 Subject: 924244\n",
-      "Iter: 4 Subject: 909759\n",
+      "Iter: 2 Subject: 909759\n",
+      "Iter: 1 Subject: 909712\n",
       "--------------------------------------------------\n",
       "Subject: 910566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909712\n",
+      "Iter: 3 Subject: 924244\n",
+      "Iter: 3 Subject: 909759\n",
+      "Iter: 2 Subject: 909712Iter: 1 Subject: 910566\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1240181 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909712\n",
-      "Iter: 4 Subject: 924244\n",
       "--------------------------------------------------\n",
       "Subject: 688014 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909712\n",
+      "Iter: 2 Subject: 910566\n",
+      "Iter: 1 Subject: 688014\n",
+      "Iter: 1 Subject: 1240181--------------------------------------------------\n",
+      "\n",
       "Subject: 924241 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 688014\n",
-      "Iter: 1 Subject: 1240181\n",
-      "Iter: 1 Subject: 924241\n",
+      "Iter: 3 Subject: 910566\n",
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-      "Iter: 2 Subject: 924241\n",
-      "Iter: 4 Subject: 688014\n",
+      "Iter: 4 Subject: 910566\n",
+      "Iter: 1 Subject: 924241\n",
       "--------------------------------------------------\n",
       "Subject: 906823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910566\n",
-      "Iter: 3 Subject: 924241\n",
-      "Iter: 3 Subject: 1240181\n",
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-      "Iter: 4 Subject: 1240181\n",
-      "Iter: 4 Subject: 924241\n",
-      "Iter: 4 Subject: 910566\n",
       "--------------------------------------------------\n",
       "Subject: 1322213 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1240181\n",
       "--------------------------------------------------\n",
       "Subject: 905955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1479994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906823\n",
+      "Iter: 1 Subject: 905955\n",
       "Iter: 1 Subject: 1322213\n",
       "Iter: 1 Subject: 1479994\n",
-      "Iter: 2 Subject: 1479994\n",
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-      "Iter: 4 Subject: 1322213\n",
-      "Iter: 1 Subject: 906823\n",
-      "Iter: 4 Subject: 1479994\n",
-      "--------------------------------------------------\n",
-      "Subject: 905957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1479994\n",
+      "Iter: 2 Subject: 906823\n",
       "Iter: 2 Subject: 905955\n",
+      "Iter: 2 Subject: 1322213\n",
+      "Iter: 2 Subject: 1479994\n",
+      "Iter: 3 Subject: 906823\n",
       "--------------------------------------------------\n",
-      "Subject: 713869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 905957 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------Subject: 713869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905955\n",
-      "Iter: 2 Subject: 906823\n",
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-      "Iter: 4 Subject: 905955\n",
-      "Iter: 2 Subject: 905957\n",
-      "Iter: 2 Subject: 713869\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1480364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906823\n",
-      "Iter: 3 Subject: 713869\n",
+      "Iter: 3 Subject: 1479994\n",
+      "Iter: 1 Subject: 905957\n",
+      "Iter: 4 Subject: 1479994\n",
+      "Iter: 1 Subject: 713869\n",
+      "Iter: 1 Subject: 1480364\n",
       "--------------------------------------------------\n",
       "Subject: 910706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905957\n",
+      "Iter: 2 Subject: 713869\n",
+      "Iter: 2 Subject: 1480364\n",
       "Iter: 3 Subject: 905957\n",
-      "Iter: 4 Subject: 713869\n",
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-      "Iter: 5 Subject: 713869\n",
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-      "Iter: 1 Subject: 1480364\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: 1322212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910706\n",
+      "--------------------------------------------------Iter: 3 Subject: 1480364\n",
       "\n",
       "Subject: 1480374 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910706\n",
-      "Iter: 2 Subject: 1480364\n",
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-      "Iter: 3 Subject: 910706\n",
-      "Iter: 3 Subject: 1480364\n",
+      "Iter: 4 Subject: 905957\n",
+      "Iter: 2 Subject: 910706--------------------------------------------------\n",
+      "\n",
+      "Subject: 1322212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1480374\n",
       "--------------------------------------------------\n",
       "Subject: 1330964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910706\n",
       "Iter: 1 Subject: 1322212\n",
-      "Iter: 4 Subject: 1480364\n",
-      "Iter: 1 Subject: 1480374\n",
+      "Iter: 2 Subject: 1480374\n",
+      "Iter: 4 Subject: 910706\n",
+      "Iter: 1 Subject: 1330964\n",
+      "Iter: 2 Subject: 1322212\n",
+      "Iter: 3 Subject: 1480374\n",
       "--------------------------------------------------\n",
       "Subject: 1297449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1322212\n",
-      "Iter: 2 Subject: 1480374\n",
-      "Iter: 3 Subject: 1322212\n",
+      "Iter: 2 Subject: 1330964\n",
       "--------------------------------------------------\n",
       "Subject: 1330975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1480374\n",
-      "Iter: 1 Subject: 1330964\n",
-      "Iter: 1 Subject: 1297449\n",
-      "Iter: 4 Subject: 1480374\n",
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-      "Iter: 2 Subject: 1330964\n",
       "--------------------------------------------------\n",
       "Subject: 907273 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1297449\n",
-      "Iter: 2 Subject: 1330975\n",
+      "Iter: 1 Subject: 1297449\n",
       "Iter: 3 Subject: 1330964\n",
-      "Iter: 3 Subject: 1297449\n",
-      "Iter: 4 Subject: 1297449\n",
-      "Iter: 4 Subject: 1330964\n",
-      "Iter: 3 Subject: 1330975\n",
+      "Iter: 1 Subject: 907273\n",
+      "Iter: 1 Subject: 1330975\n",
       "--------------------------------------------------\n",
       "Subject: 1298353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297449\n",
+      "Iter: 2 Subject: 1330975\n",
+      "Iter: 2 Subject: 907273\n",
       "--------------------------------------------------\n",
       "Subject: 687787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1330975\n",
-      "Iter: 1 Subject: 907273\n",
+      "Iter: 3 Subject: 1297449\n",
       "--------------------------------------------------\n",
       "Subject: 1479991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907273\n",
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-      "Iter: 1 Subject: 687787\n",
       "Iter: 1 Subject: 1298353\n",
-      "Iter: 4 Subject: 907273\n",
-      "Iter: 1 Subject: 1479991\n",
       "--------------------------------------------------\n",
       "Subject: 1298355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687787\n",
       "Iter: 2 Subject: 1298353\n",
-      "Iter: 2 Subject: 1479991\n",
-      "Iter: 2 Subject: 687787\n",
-      "Iter: 3 Subject: 1298353\n",
-      "Iter: 3 Subject: 1479991\n",
-      "Iter: 3 Subject: 687787\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 1298355\n",
-      "Iter: 4 Subject: 1298353\n",
-      "Iter: 4 Subject: 687787\n",
+      "Iter: 2 Subject: 687787Iter: 1 Subject: 1479991\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 1503364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1479991\n",
-      "Iter: 5 Subject: 1298353\n",
-      "Iter: 2 Subject: 1298355\n",
-      "Iter: 5 Subject: 1479991\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298355\n",
+      "Iter: 3 Subject: 687787\n",
+      "Iter: 2 Subject: 1479991\n",
+      "Iter: 2 Subject: 1298355--------------------------------------------------\n",
       "Subject: 724839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 1503364\n",
+      "Iter: 3 Subject: 1479991\n",
+      "Iter: 1 Subject: 724839\n",
       "Iter: 3 Subject: 1298355\n",
       "--------------------------------------------------\n",
       "Subject: 1298357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298355\n",
+      "Iter: 2 Subject: 1503364\n",
       "--------------------------------------------------\n",
       "Subject: 1240144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1503364\n",
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-      "Iter: 1 Subject: 724839\n",
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-      "Iter: 4 Subject: 1503364\n",
-      "Iter: 2 Subject: 1298357\n",
       "Iter: 2 Subject: 724839\n",
+      "Iter: 1 Subject: 1298357\n",
       "--------------------------------------------------\n",
       "Subject: 1331026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298357\n",
-      "Iter: 3 Subject: 724839\n",
+      "Iter: 3 Subject: 1503364\n",
+      "Iter: 2 Subject: 1298357\n",
       "--------------------------------------------------\n",
       "Subject: 1331025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298357\n",
-      "Iter: 5 Subject: 1298357Iter: 1 Subject: 1240144\n",
+      "Iter: 1 Subject: 1240144\n",
+      "Iter: 1 Subject: 1331026\n",
+      "Iter: 3 Subject: 1298357\n",
+      "Iter: 1 Subject: 1331025Iter: 2 Subject: 1240144\n",
       "\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331026\n",
       "Subject: 1290767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1331026\n",
-      "Iter: 1 Subject: 1331025\n",
-      "Iter: 2 Subject: 1331026\n",
-      "Iter: 2 Subject: 1240144\n",
-      "Iter: 3 Subject: 1331026\n",
       "Iter: 2 Subject: 1331025\n",
+      "Iter: 3 Subject: 1331026\n",
+      "Iter: 3 Subject: 1240144\n",
       "Iter: 1 Subject: 1290767\n",
       "--------------------------------------------------\n",
       "Subject: 1503368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240144\n",
-      "Iter: 3 Subject: 1331025\n",
-      "Iter: 4 Subject: 1331025\n",
-      "--------------------------------------------------\n",
       "Subject: 1298150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290767\n",
-      "Iter: 4 Subject: 1240144\n",
-      "Iter: 1 Subject: 1503368\n",
-      "Iter: 3 Subject: 1290767\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 1290767\n",
+      "\n",
       "Subject: 1330950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1290767\n",
+      "Iter: 1 Subject: 1503368\n",
+      "Iter: 3 Subject: 1290767\n",
+      "Iter: 1 Subject: 1298150\n",
+      "Iter: 1 Subject: 1330950\n",
       "Iter: 2 Subject: 1503368\n",
+      "Iter: 2 Subject: 1298150\n",
       "--------------------------------------------------\n",
       "Subject: 1240193 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1503368\n",
-      "Iter: 1 Subject: 1298150\n",
       "--------------------------------------------------\n",
       "Subject: 1240125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298150\n",
-      "Iter: 1 Subject: 1240193\n",
-      "Iter: 3 Subject: 1298150\n",
-      "Iter: 4 Subject: 1298150\n",
-      "Iter: 2 Subject: 1240193\n",
+      "Iter: 2 Subject: 1330950\n",
       "--------------------------------------------------\n",
       "Subject: 907791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240193Iter: 1 Subject: 1240125\n",
-      "\n",
-      "Iter: 1 Subject: 1330950\n",
-      "Iter: 4 Subject: 1240193\n",
-      "Iter: 5 Subject: 1240193\n",
-      "Iter: 2 Subject: 1240125\n",
+      "Iter: 3 Subject: 1330950\n",
+      "Iter: 1 Subject: 1240193\n",
+      "Iter: 1 Subject: 1240125\n",
       "--------------------------------------------------\n",
       "Subject: 908483 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330950\n",
-      "Iter: 3 Subject: 1240125\n",
-      "Iter: 3 Subject: 1330950\n",
       "Iter: 1 Subject: 907791\n",
-      "Iter: 4 Subject: 1330950\n",
-      "Iter: 4 Subject: 1240125\n",
+      "Iter: 2 Subject: 1240193\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1240125\n",
+      "Iter: 3 Subject: 1240193\n",
       "--------------------------------------------------\n",
       "Subject: 910942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908483\n",
+      "Iter: 2 Subject: 907791\n",
       "--------------------------------------------------\n",
       "Subject: 1303912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908483\n",
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+      "Iter: 2 Subject: 908483\n",
       "--------------------------------------------------\n",
       "Subject: 909702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 1303912\n",
+      "Iter: 2 Subject: 910942\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 1303912\n",
+      "Iter: 1 Subject: 909702Iter: 2 Subject: 1303912\n",
+      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1303912\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298351Iter: 3 Subject: 1303912\n",
+      "\n",
+      "Iter: 2 Subject: 909702\n",
+      "--------------------------------------------------Iter: 1 Subject: 753579\n",
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       "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 909702\n",
-      "Iter: 3 Subject: 1479993\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 909774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1479993\n",
-      "Iter: 3 Subject: 909702\n",
-      "Iter: 1 Subject: 753579\n",
+      "Iter: 2 Subject: 1298351\n",
+      "Iter: 2 Subject: 753579\n",
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+      "Iter: 1 Subject: 909774\n",
+      "Iter: 3 Subject: 1298351\n",
       "--------------------------------------------------\n",
       "Subject: 1331039 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909702\n",
+      "Iter: 2 Subject: 909774\n",
+      "Iter: 2 Subject: 1479993\n",
       "--------------------------------------------------\n",
       "Subject: 909718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 1331039\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479993\n",
+      "Iter: 1 Subject: 1331039--------------------------------------------------\n",
       "Subject: 1297447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909718\n",
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-      "Iter: 5 Subject: 909718\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 909718--------------------------------------------------\n",
+      "\n",
       "Subject: 1240124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 1331039\n",
-      "Iter: 1 Subject: 909774\n",
+      "Iter: 1 Subject: 1297447\n",
+      "Iter: 2 Subject: 909718Iter: 1 Subject: 1240124\n",
+      "\n",
       "Iter: 3 Subject: 1331039\n",
-      "Iter: 4 Subject: 1331039\n",
       "--------------------------------------------------\n",
       "Subject: 1480359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 909774\n",
-      "Iter: 1 Subject: 1480359\n",
+      "Iter: 2 Subject: 1297447\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "Iter: 2 Subject: 1240124\n",
+      "Iter: 1 Subject: 1480359\n",
       "--------------------------------------------------\n",
       "Subject: 11223344 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 949090\n",
-      "Iter: 3 Subject: 1240124\n",
+      "Iter: 1 Subject: 949090Iter: 3 Subject: 1240124\n",
+      "\n",
+      "Iter: 1 Subject: 11223344\n",
       "--------------------------------------------------\n",
       "Subject: 1240182 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 949090\n",
-      "Iter: 1 Subject: 11223344\n",
-      "Iter: 4 Subject: 1240124\n",
+      "Iter: 2 Subject: 949090\n",
       "--------------------------------------------------\n",
       "Subject: 1298146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 11223344\n",
       "--------------------------------------------------\n",
       "Subject: 749710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 11223344\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "Iter: 1 Subject: 1240182\n",
+      "Iter: 1 Subject: 1298146\n",
       "Iter: 3 Subject: 11223344\n",
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-      "Iter: 2 Subject: 1240182\n",
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       "Iter: 1 Subject: 749710\n",
+      "Iter: 2 Subject: 1298146\n",
+      "Iter: 2 Subject: 1240182\n",
       "--------------------------------------------------\n",
       "Subject: 908144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298146\n",
-      "Iter: 4 Subject: 1240182\n",
-      "Iter: 5 Subject: 1240182\n",
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+      "Iter: 3 Subject: 1240182\n",
+      "Iter: 3 Subject: 1298146\n",
       "--------------------------------------------------\n",
       "Subject: 1480361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 749710\n",
       "--------------------------------------------------\n",
       "Subject: 1290724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 749710\n",
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       "--------------------------------------------------\n",
       "Subject: 1298347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908144\n",
+      "Iter: 1 Subject: 1480361\n",
+      "Iter: 1 Subject: 1290724\n",
+      "Iter: 1 Subject: 1298347\n",
+      "Iter: 3 Subject: 908144\n",
+      "Iter: 2 Subject: 1290724\n",
       "Iter: 2 Subject: 1480361\n",
+      "Iter: 2 Subject: 1298347\n",
       "--------------------------------------------------\n",
       "Subject: 687980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 1480361\n",
-      "Iter: 1 Subject: 1290724\n",
+      "Iter: 3 Subject: 1290724\n",
       "--------------------------------------------------\n",
       "Subject: 1330945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290724\n",
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-      "Iter: 1 Subject: 1298347\n",
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-      "Iter: 3 Subject: 1330945\n",
-      "Iter: 2 Subject: 1298347\n",
+      "Iter: 3 Subject: 1298347\n",
       "--------------------------------------------------\n",
       "Subject: 688001 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687980--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 1330945\n",
+      "Iter: 4 Subject: 1298347\n",
+      "Iter: 2 Subject: 687980\n",
+      "Iter: 1 Subject: 688001\n",
+      "Iter: 2 Subject: 1330945\n",
+      "Iter: 5 Subject: 1298347--------------------------------------------------\n",
       "Subject: 910937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298347\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 908142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687980\n",
-      "Iter: 1 Subject: 688001\n",
+      "Iter: 2 Subject: 688001--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 910937\n",
-      "Iter: 2 Subject: 688001\n",
       "Iter: 1 Subject: 908142\n",
       "Iter: 3 Subject: 688001\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910937\n",
-      "Iter: 2 Subject: 687980\n",
-      "Iter: 2 Subject: 908142\n",
-      "Iter: 3 Subject: 908142\n",
-      "Iter: 3 Subject: 910937\n",
-      "Iter: 3 Subject: 687980\n",
+      "Iter: 1 Subject: 1240147Iter: 2 Subject: 910937\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753581 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910937\n",
+      "Iter: 2 Subject: 908142\n",
       "--------------------------------------------------\n",
       "Subject: 908123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687980\n",
+      "Iter: 2 Subject: 1240147\n",
+      "Iter: 1 Subject: 753581\n",
       "--------------------------------------------------\n",
       "Subject: 1331037 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 908123\n",
-      "Iter: 1 Subject: 1240147\n",
-      "Iter: 1 Subject: 753581\n",
+      "Iter: 3 Subject: 1240147\n",
+      "Iter: 2 Subject: 753581\n",
       "Iter: 2 Subject: 908123\n",
-      "Iter: 3 Subject: 908123\n",
       "Iter: 1 Subject: 1331037\n",
-      "Iter: 4 Subject: 908123\n",
       "--------------------------------------------------\n",
       "Subject: 1298537 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753581\n",
-      "Iter: 2 Subject: 1240147\n",
-      "Iter: 2 Subject: 1331037\n",
       "Iter: 3 Subject: 753581\n",
-      "Iter: 3 Subject: 1331037\n",
+      "Iter: 3 Subject: 908123\n",
+      "Iter: 2 Subject: 1331037\n",
       "--------------------------------------------------\n",
       "Subject: 1297439 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240147\n",
-      "Iter: 4 Subject: 753581\n",
       "--------------------------------------------------\n",
       "Subject: 908132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240147\n",
+      "Iter: 1 Subject: 1298537\n",
       "--------------------------------------------------\n",
       "Subject: 1297438 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 1297439\n",
-      "Iter: 1 Subject: 1298537\n",
+      "Iter: 1 Subject: 908132\n",
+      "Iter: 2 Subject: 1298537\n",
       "Iter: 1 Subject: 1297438\n",
       "Iter: 2 Subject: 1297439\n",
-      "Iter: 1 Subject: 908132\n",
-      "Iter: 3 Subject: 1297439\n",
+      "Iter: 3 Subject: 1298537\n",
+      "--------------------------------------------------\n",
+      "Subject: 924240 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 2 Subject: 1297438\n",
-      "Iter: 2 Subject: 1298537\n",
-      "Iter: 4 Subject: 1297439\n",
       "Iter: 2 Subject: 908132\n",
-      "Iter: 3 Subject: 1297438\n",
-      "--------------------------------------------------\n",
-      "Subject: 924240 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908132\n",
       "--------------------------------------------------\n",
       "Subject: 1480358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298537\n",
-      "Iter: 4 Subject: 908132\n",
       "--------------------------------------------------\n",
       "Subject: 1323913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908132\n",
       "Iter: 1 Subject: 924240\n",
-      "Iter: 4 Subject: 1298537\n",
-      "Iter: 5 Subject: 1298537\n",
-      "Iter: 2 Subject: 924240\n",
       "Iter: 1 Subject: 1480358\n",
+      "Iter: 1 Subject: 1323913\n",
       "--------------------------------------------------\n",
       "Subject: 1479992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 924240\n",
-      "Iter: 1 Subject: 1323913\n",
       "Iter: 2 Subject: 1480358\n",
-      "Iter: 4 Subject: 924240\n",
+      "Iter: 2 Subject: 924240\n",
+      "Iter: 2 Subject: 1323913\n",
+      "Iter: 1 Subject: 1479992\n",
+      "Iter: 3 Subject: 1480358\n",
+      "Iter: 3 Subject: 1323913\n",
+      "Iter: 3 Subject: 924240\n",
+      "Iter: 2 Subject: 1479992\n",
       "--------------------------------------------------\n",
       "Subject: 998179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1480358\n",
-      "Iter: 2 Subject: 1323913\n",
-      "Iter: 4 Subject: 1480358\n",
-      "Iter: 1 Subject: 998179Iter: 5 Subject: 1480358\n",
-      "\n",
-      "Iter: 3 Subject: 1323913\n",
-      "--------------------------------------------------Iter: 1 Subject: 1479992\n",
+      "Iter: 4 Subject: 1323913\n",
+      "Iter: 4 Subject: 924240\n",
+      "Iter: 3 Subject: 1479992\n",
+      "Iter: 1 Subject: 998179--------------------------------------------------\n",
       "\n",
       "Subject: 1331060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1480360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 998179\n",
-      "Iter: 3 Subject: 998179\n",
-      "Iter: 2 Subject: 1479992\n",
-      "Iter: 4 Subject: 998179\n",
-      "Iter: 1 Subject: 1480360\n",
       "--------------------------------------------------\n",
       "Subject: 1290725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1479992\n",
-      "Iter: 2 Subject: 1480360\n",
-      "Iter: 4 Subject: 1479992\n",
-      "Iter: 1 Subject: 1331060\n",
+      "Iter: 2 Subject: 998179Iter: 1 Subject: 1331060\n",
+      "\n",
+      "Iter: 1 Subject: 1480360\n",
+      "Iter: 1 Subject: 1290725\n",
+      "Iter: 2 Subject: 1331060\n",
       "--------------------------------------------------\n",
       "Subject: 1330941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1480360\n",
-      "Iter: 1 Subject: 1290725\n",
-      "Iter: 4 Subject: 1480360\n",
-      "Iter: 1 Subject: 1330941\n",
-      "Iter: 2 Subject: 1331060\n",
-      "Iter: 5 Subject: 1480360\n",
+      "Iter: 2 Subject: 1480360\n",
       "Iter: 2 Subject: 1290725\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331060\n",
+      "Iter: 3 Subject: 1480360\n",
+      "Iter: 1 Subject: 1330941--------------------------------------------------\n",
+      "\n",
       "Subject: 908133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330941\n",
-      "Iter: 3 Subject: 1331060\n",
-      "Iter: 3 Subject: 1290725\n",
-      "Iter: 3 Subject: 1330941\n",
-      "Iter: 4 Subject: 1290725\n",
-      "Iter: 4 Subject: 1331060\n",
-      "Iter: 4 Subject: 1330941\n",
-      "Iter: 5 Subject: 1290725\n",
       "--------------------------------------------------\n",
       "Subject: 683665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908133\n",
       "--------------------------------------------------\n",
       "Subject: 910780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 908469 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330941\n",
       "Iter: 1 Subject: 683665\n",
-      "Iter: 2 Subject: 908133\n",
-      "Iter: 3 Subject: 908133\n",
+      "Iter: 1 Subject: 908133\n",
+      "Iter: 1 Subject: 910780\n",
+      "Iter: 3 Subject: 1330941\n",
       "Iter: 2 Subject: 683665\n",
-      "Iter: 1 Subject: 908469\n",
+      "Iter: 2 Subject: 908133\n",
+      "Iter: 2 Subject: 910780\n",
+      "Iter: 3 Subject: 683665--------------------------------------------------\n",
+      "Subject: 908469 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 753539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 683665\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 1479995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908469\n",
-      "Iter: 3 Subject: 908469\n",
-      "Iter: 1 Subject: 910780\n",
-      "Iter: 1 Subject: 753539\n",
+      "Iter: 3 Subject: 908133\n",
+      "Iter: 1 Subject: 908469\n",
       "--------------------------------------------------\n",
       "Subject: 946358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753539\n",
-      "Iter: 2 Subject: 910780\n",
+      "Iter: 1 Subject: 753539\n",
+      "Iter: 2 Subject: 908469\n",
       "Iter: 1 Subject: 1479995\n",
-      "Iter: 3 Subject: 753539\n",
+      "Iter: 1 Subject: 946358Iter: 2 Subject: 753539\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 1331028 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Subject: 1503365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910780\n",
-      "Iter: 1 Subject: 946358\n",
-      "Iter: 2 Subject: 1479995\n",
-      "Iter: 4 Subject: 910780\n",
       "--------------------------------------------------\n",
-      "Subject: 1331028 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 910910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1479995\n",
       "Iter: 2 Subject: 946358\n",
-      "Iter: 1 Subject: 1503365\n",
-      "Iter: 4 Subject: 1479995\n",
+      "Iter: 1 Subject: 1503365Iter: 1 Subject: 1331028\n",
+      "\n",
+      "Iter: 1 Subject: 910910\n",
       "Iter: 3 Subject: 946358\n",
-      "--------------------------------------------------\n",
-      "Subject: 910910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 946358\n",
       "Iter: 2 Subject: 1503365\n",
+      "Iter: 2 Subject: 1331028\n",
+      "Iter: 4 Subject: 946358\n",
       "--------------------------------------------------\n",
       "Subject: 1660035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1331028\n",
-      "Iter: 3 Subject: 1503365\n",
-      "Iter: 2 Subject: 1331028\n",
-      "Iter: 4 Subject: 1503365\n",
-      "Iter: 1 Subject: 1660035\n",
+      "--------------------------------------------------Iter: 2 Subject: 910910\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 909715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1331028\n",
-      "Iter: 2 Subject: 1660035\n",
-      "Iter: 1 Subject: 910910\n",
-      "Iter: 4 Subject: 1331028\n",
       "--------------------------------------------------\n",
       "Subject: 1295740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1660035\n",
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-      "Iter: 2 Subject: 910910\n",
-      "--------------------------------------------------\n",
-      "Subject: 907281 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 3 Subject: 910910\n",
-      "Iter: 4 Subject: 910910\n",
+      "Iter: 1 Subject: 1660035\n",
       "--------------------------------------------------\n",
-      "Subject: 906864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 907281 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 909715\n",
       "Iter: 1 Subject: 1295740\n",
-      "Iter: 1 Subject: 907281\n",
-      "Iter: 2 Subject: 1295740\n",
+      "Iter: 2 Subject: 1660035Iter: 1 Subject: 907281\n",
+      "\n",
       "Iter: 2 Subject: 909715\n",
-      "Iter: 3 Subject: 1295740\n",
+      "Iter: 2 Subject: 1295740\n",
+      "Iter: 3 Subject: 1660035\n",
+      "--------------------------------------------------\n",
+      "Subject: 906864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 2 Subject: 907281\n",
-      "Iter: 1 Subject: 906864\n",
-      "Iter: 4 Subject: 1295740\n",
-      "Iter: 3 Subject: 907281\n",
       "--------------------------------------------------\n",
       "Subject: 909974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909715\n",
-      "Iter: 4 Subject: 907281\n",
-      "Iter: 2 Subject: 906864\n",
+      "Iter: 1 Subject: 906864\n",
       "--------------------------------------------------\n",
       "Subject: 1503362.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 925340 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906864\n",
-      "Iter: 4 Subject: 906864\n",
+      "Iter: 1 Subject: 909974\n",
+      "Iter: 2 Subject: 906864\n",
+      "Iter: 1 Subject: 1503362.1Iter: 2 Subject: 909974\n",
+      "\n",
       "Iter: 1 Subject: 925340\n",
       "--------------------------------------------------\n",
       "Subject: 924248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 925340\n",
-      "Iter: 3 Subject: 925340\n",
-      "Iter: 1 Subject: 1503362.1\n",
       "--------------------------------------------------\n",
       "Subject: 1659928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 1503362.1\n",
+      "\n",
+      "Iter: 2 Subject: 925340\n",
+      "--------------------------------------------------\n",
+      "Subject: 905985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909974\n",
-      "Iter: 2 Subject: 1503362.1\n",
       "Iter: 1 Subject: 924248\n",
-      "Iter: 3 Subject: 1503362.1\n",
-      "Iter: 2 Subject: 924248\n",
+      "Iter: 3 Subject: 925340\n",
       "Iter: 1 Subject: 1659928\n",
-      "Iter: 4 Subject: 1503362.1\n",
-      "Iter: 2 Subject: 909974\n",
-      "--------------------------------------------------\n",
-      "Subject: 905985 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 924248\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1659928\n",
-      "Iter: 3 Subject: 909974\n",
-      "Iter: 4 Subject: 924248\n",
+      "Iter: 2 Subject: 924248\n",
       "--------------------------------------------------\n",
       "Subject: 910702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905985\n",
+      "Iter: 2 Subject: 1659928\n",
       "--------------------------------------------------\n",
       "Subject: 907318 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1659928\n",
-      "Iter: 4 Subject: 1659928\n",
       "--------------------------------------------------\n",
       "Subject: 1290795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905985\n",
-      "Iter: 1 Subject: 907318\n",
-      "Iter: 2 Subject: 907318\n",
       "Iter: 2 Subject: 905985\n",
-      "Iter: 1 Subject: 1290795\n",
       "Iter: 1 Subject: 910702\n",
-      "Iter: 3 Subject: 907318\n",
+      "Iter: 1 Subject: 907318\n",
+      "Iter: 1 Subject: 1290795\n",
       "Iter: 3 Subject: 905985\n",
-      "Iter: 2 Subject: 1290795\n",
-      "Iter: 4 Subject: 907318\n",
-      "Iter: 4 Subject: 905985\n",
       "Iter: 2 Subject: 910702\n",
-      "Iter: 3 Subject: 1290795\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907318\n",
+      "Iter: 2 Subject: 1290795\n",
+      "Iter: 3 Subject: 907318\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 909262 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 908461 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 724870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910702\n",
-      "Iter: 1 Subject: 908461\n",
-      "Iter: 1 Subject: 724870\n",
-      "Iter: 4 Subject: 910702\n",
-      "Iter: 1 Subject: 909262\n",
-      "Iter: 2 Subject: 724870\n",
-      "Iter: 5 Subject: 910702\n",
-      "Iter: 2 Subject: 908461\n",
       "--------------------------------------------------\n",
       "Subject: 946357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 724870 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------Iter: 1 Subject: 908461\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 724870\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Iter: 1 Subject: 909262\n",
+      "Iter: 1 Subject: 724870\n",
+      "Iter: 2 Subject: 908461\n",
+      "Iter: 1 Subject: 946357\n",
       "Iter: 2 Subject: 909262\n",
+      "Iter: 2 Subject: 724870\n",
+      "Iter: 2 Subject: 946357\n",
       "Iter: 3 Subject: 908461\n",
       "Iter: 3 Subject: 909262\n",
-      "Iter: 4 Subject: 724870\n",
       "--------------------------------------------------\n",
       "Subject: 1659929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724870Iter: 3 Subject: 946357\n",
+      "\n",
       "Iter: 4 Subject: 909262\n",
-      "Iter: 5 Subject: 724870\n",
       "--------------------------------------------------\n",
       "Subject: 910935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 906695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1659929\n",
-      "Iter: 1 Subject: 946357\n",
-      "Iter: 2 Subject: 1659929\n",
-      "Iter: 1 Subject: 906695\n",
-      "Iter: 3 Subject: 1659929\n",
-      "Iter: 4 Subject: 1659929\n",
-      "Iter: 2 Subject: 906695\n",
-      "Iter: 2 Subject: 946357\n",
-      "Iter: 1 Subject: 910935\n",
       "--------------------------------------------------\n",
       "Subject: 907280 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906695\n",
-      "Iter: 3 Subject: 946357\n",
+      "Iter: 1 Subject: 1659929\n",
+      "Iter: 1 Subject: 906695Iter: 1 Subject: 910935\n",
+      "\n",
+      "Iter: 1 Subject: 907280\n",
+      "Iter: 2 Subject: 1659929\n",
       "Iter: 2 Subject: 910935\n",
-      "Iter: 4 Subject: 946357\n",
-      "Iter: 4 Subject: 906695\n",
+      "Iter: 2 Subject: 906695\n",
+      "Iter: 2 Subject: 907280\n",
+      "Iter: 3 Subject: 1659929\n",
+      "Iter: 3 Subject: 910935\n",
       "--------------------------------------------------\n",
       "Subject: 906850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907280\n",
-      "Iter: 5 Subject: 906695\n",
-      "Iter: 3 Subject: 910935\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 1330993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910935\n",
-      "Iter: 2 Subject: 907280\n",
-      "Iter: 5 Subject: 910935\n",
-      "Iter: 1 Subject: 1330993\n",
-      "Iter: 3 Subject: 907280\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Subject: 909194 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907280\n",
-      "Iter: 2 Subject: 1330993\n",
-      "--------------------------------------------------\n",
-      "Subject: 908135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Iter: 4 Subject: 910935\n",
       "Iter: 1 Subject: 906850\n",
-      "Iter: 3 Subject: 1330993\n",
+      "Iter: 1 Subject: 1330993--------------------------------------------------\n",
+      "\n",
+      "Subject: 908135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 909194\n",
-      "Iter: 4 Subject: 1330993\n",
-      "Iter: 5 Subject: 1330993\n",
-      "Iter: 2 Subject: 909194\n",
       "--------------------------------------------------\n",
       "Subject: 1331040 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906850\n",
       "Iter: 1 Subject: 908135\n",
-      "Iter: 3 Subject: 909194\n",
-      "Iter: 4 Subject: 909194\n",
-      "Iter: 3 Subject: 906850\n",
+      "Iter: 2 Subject: 1330993\n",
+      "Iter: 2 Subject: 909194\n",
+      "Iter: 2 Subject: 908135\n",
       "--------------------------------------------------\n",
       "Subject: 1659823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908135\n",
-      "Iter: 4 Subject: 906850\n",
-      "Iter: 3 Subject: 908135\n",
+      "Iter: 3 Subject: 1330993\n",
+      "Iter: 1 Subject: 1331040\n",
+      "Iter: 3 Subject: 909194\n",
+      "Iter: 1 Subject: 1659823\n",
       "--------------------------------------------------\n",
       "Subject: 1240211 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908135\n",
-      "Iter: 1 Subject: 1659823\n",
+      "Iter: 2 Subject: 1331040\n",
       "--------------------------------------------------\n",
       "Subject: 906693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 1659823\n",
-      "Iter: 1 Subject: 1331040\n",
-      "Iter: 3 Subject: 1659823\n",
-      "Iter: 2 Subject: 1331040\n",
-      "Iter: 4 Subject: 1659823\n",
-      "Iter: 1 Subject: 906693\n",
       "--------------------------------------------------\n",
       "Subject: 909977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1331040\n",
-      "Iter: 2 Subject: 906693\n",
-      "Iter: 4 Subject: 1331040\n",
       "Iter: 1 Subject: 1240211\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906693--------------------------------------------------\n",
+      "\n",
       "Subject: 687777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906693\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 2 Subject: 1240211\n",
-      "Iter: 3 Subject: 1240211\n",
+      "Iter: 1 Subject: 909977\n",
+      "Iter: 2 Subject: 906693\n",
       "Iter: 1 Subject: 687777\n",
-      "Iter: 4 Subject: 1240211\n",
+      "Iter: 3 Subject: 1240211\n",
+      "Iter: 3 Subject: 906693\n",
+      "Iter: 2 Subject: 909977\n",
+      "Iter: 2 Subject: 687777\n",
       "--------------------------------------------------\n",
-      "Subject: 908481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1298531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298531\n",
-      "Iter: 2 Subject: 687777\n",
+      "Iter: 4 Subject: 906693\n",
+      "Iter: 3 Subject: 909977\n",
       "Iter: 3 Subject: 687777\n",
-      "Iter: 2 Subject: 1298531\n",
-      "Iter: 4 Subject: 687777\n",
-      "Iter: 1 Subject: 908481\n",
-      "Iter: 1 Subject: 909977\n",
-      "Iter: 5 Subject: 687777\n",
-      "Iter: 3 Subject: 1298531\n",
+      "Iter: 1 Subject: 1298531\n",
       "--------------------------------------------------\n",
-      "Subject: 910920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 908481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908481\n",
-      "Iter: 4 Subject: 1298531\n",
-      "Iter: 3 Subject: 908481\n",
       "--------------------------------------------------\n",
-      "Subject: 1674021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1298531\n",
+      "Subject: 910920 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 1674021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 688086 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298531\n",
+      "Iter: 1 Subject: 908481\n",
       "Iter: 1 Subject: 1674021\n",
-      "Iter: 2 Subject: 909977\n",
       "Iter: 1 Subject: 910920\n",
+      "Iter: 3 Subject: 1298531\n",
+      "Iter: 2 Subject: 908481\n",
       "Iter: 2 Subject: 1674021\n",
-      "Iter: 1 Subject: 688086\n",
-      "Iter: 3 Subject: 1674021\n",
+      "--------------------------------------------------\n",
+      "Subject: 688086 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 2 Subject: 910920\n",
       "--------------------------------------------------\n",
       "Subject: 1299049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909977Iter: 2 Subject: 688086\n",
-      "\n",
-      "Iter: 3 Subject: 688086\n",
-      "Iter: 3 Subject: 910920\n",
-      "Iter: 4 Subject: 688086\n",
-      "Iter: 4 Subject: 909977\n",
       "--------------------------------------------------\n",
       "Subject: 1524414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 910920\n",
+      "Iter: 1 Subject: 688086\n",
+      "Iter: 3 Subject: 910920\n",
       "Iter: 1 Subject: 1299049\n",
+      "Iter: 2 Subject: 688086\n",
+      "Iter: 1 Subject: 1524414\n",
       "--------------------------------------------------\n",
-      "Subject: 907275 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 5 Subject: 909977\n",
-      "\n",
+      "Subject: 907275 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299049\n",
+      "Iter: 2 Subject: 1524414\n",
       "--------------------------------------------------\n",
       "Subject: 910567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1299049\n",
+      "Iter: 1 Subject: 907275\n",
+      "Iter: 3 Subject: 1524414\n",
       "Iter: 3 Subject: 1299049\n",
-      "Iter: 4 Subject: 1299049\n",
       "Iter: 1 Subject: 910567\n",
       "--------------------------------------------------\n",
       "Subject: 905934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1524414\n",
-      "Iter: 1 Subject: 907275\n",
-      "Iter: 2 Subject: 910567\n",
-      "Iter: 1 Subject: 905934\n",
-      "Iter: 2 Subject: 907275\n",
-      "Iter: 3 Subject: 910567\n",
-      "Iter: 2 Subject: 1524414\n",
-      "Iter: 2 Subject: 905934\n",
-      "Iter: 4 Subject: 910567\n",
-      "Iter: 3 Subject: 907275\n",
-      "Iter: 3 Subject: 905934\n",
       "--------------------------------------------------\n",
       "Subject: 1330973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1524414\n",
+      "Iter: 2 Subject: 907275\n",
       "--------------------------------------------------\n",
       "Subject: 1240220 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907275\n",
-      "Iter: 4 Subject: 1524414\n",
+      "Iter: 1 Subject: 905934\n",
+      "Iter: 1 Subject: 1330973\n",
+      "Iter: 3 Subject: 907275\n",
+      "Iter: 2 Subject: 905934\n",
+      "Iter: 1 Subject: 1240220\n",
       "--------------------------------------------------\n",
       "Subject: 1331036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330973\n",
       "--------------------------------------------------\n",
       "Subject: 724828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1330973\n",
-      "Iter: 1 Subject: 1240220\n",
-      "Iter: 2 Subject: 1330973\n",
-      "Iter: 3 Subject: 1330973\n",
+      "Iter: 3 Subject: 905934\n",
       "Iter: 2 Subject: 1240220\n",
-      "Iter: 1 Subject: 724828\n",
-      "Iter: 4 Subject: 1330973Iter: 1 Subject: 1331036\n",
-      "\n",
-      "Iter: 3 Subject: 1240220\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331036\n",
+      "--------------------------------------------------Iter: 1 Subject: 724828\n",
       "Subject: 687562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240220\n",
+      "Iter: 3 Subject: 1240220\n",
       "Iter: 2 Subject: 1331036\n",
-      "Iter: 2 Subject: 724828\n",
       "--------------------------------------------------\n",
       "Subject: 908119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1331036\n",
-      "Iter: 3 Subject: 724828\n",
-      "Iter: 4 Subject: 1331036\n",
-      "Iter: 5 Subject: 1331036\n",
+      "Iter: 2 Subject: 724828\n",
+      "Iter: 1 Subject: 687562\n",
       "--------------------------------------------------\n",
       "Subject: 1298145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 724828\n",
       "Iter: 1 Subject: 908119\n",
-      "Iter: 1 Subject: 687562\n",
-      "Iter: 5 Subject: 724828\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687562\n",
+      "Iter: 3 Subject: 1331036\n",
+      "Iter: 2 Subject: 908119\n",
+      "--------------------------------------------------Iter: 4 Subject: 1331036\n",
+      "\n",
       "Subject: 753540 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908119\n",
-      "Iter: 2 Subject: 687562\n",
-      "Iter: 3 Subject: 908119\n",
-      "Iter: 4 Subject: 908119\n",
-      "Iter: 3 Subject: 687562\n",
+      "Iter: 1 Subject: 1298145\n",
       "--------------------------------------------------\n",
       "Subject: 1298475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687562\n",
-      "Iter: 1 Subject: 1298145\n",
       "Iter: 1 Subject: 753540\n",
       "--------------------------------------------------\n",
       "Subject: 908468 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298145\n",
       "Iter: 1 Subject: 1298475\n",
-      "Iter: 2 Subject: 753540\n",
       "Iter: 1 Subject: 908468\n",
-      "Iter: 2 Subject: 1298145\n",
-      "Iter: 2 Subject: 1298475\n",
-      "Iter: 2 Subject: 908468\n",
-      "Iter: 3 Subject: 753540\n",
+      "Iter: 2 Subject: 753540\n",
       "Iter: 3 Subject: 1298145\n",
+      "Iter: 2 Subject: 1298475\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 908468\n",
       "--------------------------------------------------\n",
       "Subject: 907790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 908468Iter: 3 Subject: 1298475\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
-      "Iter: 4 Subject: 753540\n",
+      "Subject: 909727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Subject: 1660036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 909727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1298475\n",
-      "--------------------------------------------------\n",
       "Subject: 1331031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1660036\n",
       "Iter: 1 Subject: 907790\n",
-      "Iter: 2 Subject: 1660036\n",
+      "Iter: 1 Subject: 1660036\n",
       "Iter: 1 Subject: 909727\n",
+      "Iter: 1 Subject: 1331031\n",
       "Iter: 2 Subject: 907790\n",
-      "Iter: 3 Subject: 1660036\n",
-      "Iter: 4 Subject: 1660036\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 907790\n",
-      "Iter: 2 Subject: 909727Iter: 1 Subject: 1331031\n",
+      "Iter: 2 Subject: 1660036\n",
+      "Iter: 2 Subject: 909727\n",
+      "--------------------------------------------------Iter: 2 Subject: 1331031\n",
       "\n",
-      "--------------------------------------------------\n",
       "Subject: 1330942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907790\n",
-      "Iter: 3 Subject: 909727\n",
       "--------------------------------------------------\n",
       "Subject: 1322224 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909727\n",
-      "Iter: 2 Subject: 1331031\n",
+      "Iter: 3 Subject: 909727\n",
+      "Iter: 1 Subject: 1330942\n",
       "--------------------------------------------------\n",
       "Subject: 924106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1331031\n",
-      "Iter: 1 Subject: 1330942\n",
-      "Iter: 4 Subject: 1331031\n",
-      "Iter: 1 Subject: 1322224\n",
       "--------------------------------------------------\n",
       "Subject: 909253 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 924106\n",
       "Iter: 2 Subject: 1330942\n",
-      "Iter: 2 Subject: 1322224\n",
+      "Iter: 1 Subject: 1322224\n",
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-      "Iter: 2 Subject: 924106\n",
-      "Iter: 3 Subject: 1322224\n",
-      "--------------------------------------------------Iter: 3 Subject: 924106\n",
+      "Iter: 1 Subject: 909253\n",
+      "--------------------------------------------------\n",
       "Subject: 908441 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
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+      "Iter: 1 Subject: 924106\n",
+      "Iter: 2 Subject: 1322224\n",
+      "Iter: 2 Subject: 909253\n",
       "--------------------------------------------------\n",
       "Subject: 1660034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 909253\n",
+      "Iter: 1 Subject: 908441\n",
+      "Iter: 2 Subject: 924106\n",
       "--------------------------------------------------\n",
       "Subject: 753620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 909253\n",
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-      "Iter: 2 Subject: 909253\n",
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+      "--------------------------------------------------\n",
+      "Subject: 906790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908441Iter: 1 Subject: 753620\n",
+      "\n",
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       "Iter: 2 Subject: 753620\n",
-      "--------------------------------------------------Iter: 4 Subject: 1660034\n",
+      "--------------------------------------------------Iter: 3 Subject: 1660034\n",
       "\n",
-      "Subject: 906790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 909253\n",
-      "Iter: 3 Subject: 753620\n",
-      "--------------------------------------------------\n",
       "Subject: 907785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 906790\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 1660034\n",
       "--------------------------------------------------\n",
       "Subject: 949162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 906790\n",
+      "Iter: 1 Subject: 1524417\n",
       "--------------------------------------------------\n",
       "Subject: 1330983.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 907785\n",
+      "Iter: 1 Subject: 1330983.1\n",
       "--------------------------------------------------\n",
       "Subject: 1659818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "Subject: 907272 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1330983.1\n",
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+      "Iter: 1 Subject: 907272\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 949157\n",
+      "Iter: 2 Subject: 1298526\n",
       "--------------------------------------------------\n",
       "Subject: 906867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 753561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 949157\n",
       "--------------------------------------------------\n",
       "Subject: 1723793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 906867\n",
-      "Iter: 5 Subject: 1298526\n",
+      "Iter: 3 Subject: 949157Iter: 1 Subject: 753561\n",
+      "\n",
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+      "Iter: 1 Subject: 906867\n",
       "--------------------------------------------------\n",
       "Subject: 910905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 753561\n",
-      "Iter: 3 Subject: 906867\n",
+      "Iter: 2 Subject: 753561Iter: 2 Subject: 906867\n",
+      "\n",
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-      "Iter: 4 Subject: 906867\n",
       "--------------------------------------------------\n",
-      "Subject: 949179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753561\n",
-      "Iter: 3 Subject: 910905\n",
+      "Subject: 949179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1723793\n",
+      "Iter: 1 Subject: 1299052\n",
+      "Iter: 2 Subject: 910905\n",
       "Iter: 1 Subject: 949179\n",
-      "Iter: 5 Subject: 753561\n",
-      "Iter: 4 Subject: 910905\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299052\n",
       "Subject: 907278 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 905940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1299052\n",
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-      "Iter: 1 Subject: 905940\n",
       "--------------------------------------------------\n",
       "Subject: 753604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 949179\n",
-      "Iter: 3 Subject: 907278\n",
+      "Iter: 1 Subject: 907278\n",
+      "Iter: 3 Subject: 949179\n",
+      "Iter: 1 Subject: 905940\n",
+      "Iter: 1 Subject: 753604\n",
       "--------------------------------------------------\n",
       "Subject: 1298476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907278\n",
       "Iter: 2 Subject: 905940\n",
-      "Iter: 4 Subject: 907278\n",
+      "Iter: 2 Subject: 753604\n",
+      "Iter: 1 Subject: 1298476\n",
       "--------------------------------------------------\n",
       "Subject: 907788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 905940\n",
+      "Iter: 3 Subject: 753604\n",
+      "Iter: 2 Subject: 1298476\n",
+      "Iter: 4 Subject: 905940\n",
+      "Iter: 1 Subject: 907788\n",
       "--------------------------------------------------\n",
       "Subject: 687506 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753604\n",
-      "Iter: 1 Subject: 1298476\n",
-      "Iter: 1 Subject: 907788\n",
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-      "Iter: 4 Subject: 1298476\n",
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       "--------------------------------------------------\n",
       "Subject: 907000 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907788\n",
-      "Iter: 2 Subject: 687506\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 907788\n",
+      "\n",
       "Subject: 1240221 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753604\n",
-      "Iter: 3 Subject: 687506\n",
-      "Iter: 5 Subject: 753604\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687506\n",
+      "Iter: 1 Subject: 907000\n",
+      "Iter: 1 Subject: 1240221Iter: 3 Subject: 907788\n",
+      "\n",
+      "Iter: 2 Subject: 687506\n",
+      "Iter: 2 Subject: 907000\n",
+      "--------------------------------------------------Iter: 2 Subject: 1240221\n",
+      "\n",
       "Subject: 1298218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n"
      ]
     },
@@ -6993,287 +5993,216 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Iter: 4 Subject: 687506\n",
-      "Iter: 5 Subject: 687506\n",
-      "--------------------------------------------------\n",
-      "Subject: 749712 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240221\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298218\n",
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-      "Iter: 2 Subject: 1298218\n",
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+      "Iter: 3 Subject: 907000\n",
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+      "Iter: 1 Subject: 1298218\n",
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-      "Iter: 4 Subject: 1298218\n",
-      "Iter: 2 Subject: 907000\n",
-      "Iter: 4 Subject: 1240221\n",
       "--------------------------------------------------\n",
       "Subject: 1723794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 1240221\n",
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       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 749712\n",
-      "--------------------------------------------------\n",
-      "Subject: 753562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907000\n",
-      "--------------------------------------------------\n",
-      "Subject: 1299061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298218\n",
+      "Iter: 2 Subject: 749712\n",
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-      "Iter: 1 Subject: 1299061\n",
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+      "Iter: 3 Subject: 749712\n",
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+      "Iter: 2 Subject: 1298156\n",
       "--------------------------------------------------\n",
+      "Subject: 753562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 753585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1299061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298156\n",
-      "Iter: 4 Subject: 1299061\n",
       "--------------------------------------------------\n",
       "Subject: 909735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 753562\n",
-      "Iter: 3 Subject: 1298156\n",
-      "Iter: 4 Subject: 1298156Iter: 1 Subject: 909735\n",
-      "\n",
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+      "Iter: 2 Subject: 1299061\n",
+      "Iter: 2 Subject: 753585\n",
       "--------------------------------------------------\n",
       "Subject: 949173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909735\n",
-      "Iter: 2 Subject: 753585\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753562\n",
+      "Iter: 3 Subject: 1299061\n",
+      "--------------------------------------------------Iter: 1 Subject: 949173\n",
       "Subject: 1240156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753562\n",
-      "Iter: 3 Subject: 753585\n",
-      "Iter: 4 Subject: 753585\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 907269 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 753562\n",
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+      "Iter: 3 Subject: 753562\n",
       "--------------------------------------------------\n",
       "Subject: 1331045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240156\n",
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       "--------------------------------------------------\n",
       "Subject: 906835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 1240156\n",
+      "Iter: 1 Subject: 1331045\n",
+      "Iter: 2 Subject: 907269Iter: 1 Subject: 906835\n",
       "--------------------------------------------------\n",
       "Subject: 907314 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 1331045Iter: 2 Subject: 906835\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 687804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 1524415 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687804\n",
+      "Iter: 3 Subject: 1331045\n",
+      "Iter: 2 Subject: 907314\n",
       "--------------------------------------------------\n",
       "Subject: 688023 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1331045\n",
+      "Iter: 1 Subject: 687804\n",
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       "Subject: 905980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 1524415\n",
+      "Iter: 2 Subject: 687804\n",
+      "Iter: 1 Subject: 688023\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 688023\n",
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+      "Iter: 1 Subject: 907322\n",
       "--------------------------------------------------\n",
       "Subject: 906831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905980\n",
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       "--------------------------------------------------\n",
       "Subject: 910554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 905980\n",
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-      "Iter: 1 Subject: 906831\n",
       "--------------------------------------------------\n",
       "Subject: 906870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 907322\n",
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+      "Iter: 2 Subject: 907322\n",
+      "Iter: 1 Subject: 906831\n",
+      "Iter: 1 Subject: 906870\n",
       "--------------------------------------------------\n",
       "Subject: 1240167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906831\n",
       "Iter: 1 Subject: 910554\n",
-      "Iter: 4 Subject: 906831\n",
+      "Iter: 2 Subject: 906831Iter: 2 Subject: 906870\n",
+      "\n",
+      "Iter: 2 Subject: 910554\n",
       "--------------------------------------------------\n",
       "Subject: 1240172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240167\n",
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-      "Iter: 2 Subject: 910554\n",
-      "Iter: 2 Subject: 1240167\n",
+      "Iter: 3 Subject: 906831Iter: 1 Subject: 1240167\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 3 Subject: 910554\n",
-      "Iter: 2 Subject: 906870\n",
-      "Iter: 3 Subject: 1240167\n",
+      "Iter: 2 Subject: 1240167\n",
+      "Iter: 1 Subject: 1240172\n",
+      "Iter: 1 Subject: 1330948\n",
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-      "Iter: 4 Subject: 1240167\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906870\n",
       "--------------------------------------------------\n",
       "Subject: 1290455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 906870\n",
+      "Iter: 2 Subject: 1240172\n",
+      "Iter: 2 Subject: 1330948\n",
       "--------------------------------------------------\n",
       "Subject: 749717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240172\n",
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+      "Iter: 1 Subject: 1290455\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330948\n",
       "Subject: 930082 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 749717\n",
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+      "Iter: 1 Subject: 749717\n",
+      "Iter: 2 Subject: 1290455\n",
       "--------------------------------------------------\n",
       "Subject: 724834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1330948\n",
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-      "Iter: 3 Subject: 1290455\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 749717\n",
+      "\n",
       "Subject: 946372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 930082\n",
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+      "Iter: 1 Subject: 946372\n",
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+      "Iter: 3 Subject: 749717\n",
+      "Iter: 2 Subject: 724834\n",
       "--------------------------------------------------\n",
       "Subject: 924102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 946372\n",
+      "\n",
+      "Iter: 3 Subject: 930082\n",
       "--------------------------------------------------\n",
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-     ]
-    },
-    {
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-     "text": [
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
+      "--------------------------------------------------Iter: 1 Subject: 1509073\n",
+      "\n",
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+      "--------------------------------------------------Iter: 3 Subject: 908143\n",
+      "\n",
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+      "\n",
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687600\n",
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+      "\n",
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+      "\n",
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       "--------------------------------------------------\n",
+      "Subject: 1503361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298365\n",
+      "Iter: 4 Subject: 906803\n",
+      "Iter: 1 Subject: 1503361\n",
+      "--------------------------------------------------Iter: 3 Subject: 1480362\n",
+      "\n",
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+      "Iter: 2 Subject: 1503361\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1330972\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 909776Iter: 2 Subject: 1322218--------------------------------------------------\n",
+      "\n",
+      "\n",
       "Subject: 1659819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------Iter: 1 Subject: 1659819\n",
-      "\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 722046\n",
+      "Iter: 2 Subject: 1659819\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 908130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 687448 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
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+      "\n",
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       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946377\n",
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+      "Iter: 1 Subject: 1298154Iter: 2 Subject: 908130\n",
+      "\n",
+      "Iter: 2 Subject: 946377\n",
+      "Iter: 3 Subject: 687448\n",
+      "Iter: 3 Subject: 908130\n",
+      "Iter: 2 Subject: 1298154\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 924238\n",
+      "Iter: 1 Subject: 1298223\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 1240218\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905941\n",
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+      "Iter: 1 Subject: 909976.1\n",
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       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299062\n",
       "Iter: 2 Subject: 909976.1\n",
-      "Iter: 3 Subject: 1240218\n",
-      "Iter: 3 Subject: 909976.1\n",
-      "Iter: 4 Subject: 1240218\n",
-      "Iter: 1 Subject: 908458\n",
-      "Iter: 1 Subject: 753584\n",
-      "Iter: 4 Subject: 909976.1\n",
-      "Iter: 2 Subject: 753584\n",
-      "Iter: 5 Subject: 1240218\n",
+      "Iter: 1 Subject: 908458Iter: 1 Subject: 753584\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 907044 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908458\n",
       "--------------------------------------------------\n",
       "Subject: 998184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753584\n",
-      "Iter: 3 Subject: 908458\n",
-      "Iter: 4 Subject: 753584\n",
-      "Iter: 1 Subject: 907044\n",
+      "Iter: 2 Subject: 753584Iter: 1 Subject: 907044Iter: 2 Subject: 908458\n",
+      "\n",
+      "\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 998184\n",
       "Subject: 908145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908458\n",
+      "Iter: 2 Subject: 907044\n",
+      "Iter: 3 Subject: 753584\n",
       "--------------------------------------------------\n",
       "Subject: 1659787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907044\n",
-      "Iter: 3 Subject: 907044\n",
-      "Iter: 1 Subject: 908145\n",
-      "Iter: 4 Subject: 907044\n",
-      "Iter: 1 Subject: 998184\n",
       "--------------------------------------------------\n",
       "Subject: 1298157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 998184\n",
+      "Iter: 1 Subject: 908145\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 1659787\n",
+      "Iter: 1 Subject: 1298157\n",
       "Iter: 2 Subject: 908145\n",
       "Iter: 2 Subject: 1659787\n",
-      "Iter: 2 Subject: 998184\n",
+      "Iter: 1 Subject: 1480372\n",
+      "Iter: 2 Subject: 1298157\n",
       "Iter: 3 Subject: 908145\n",
-      "Iter: 3 Subject: 998184\n",
       "Iter: 3 Subject: 1659787\n",
-      "Iter: 1 Subject: 1298157\n",
-      "Iter: 4 Subject: 908145\n",
-      "Iter: 4 Subject: 998184\n",
-      "Iter: 4 Subject: 1659787\n",
-      "--------------------------------------------------\n",
-      "Subject: 1480372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 2 Subject: 1298157\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1480372\n",
+      "--------------------------------------------------Iter: 3 Subject: 1298157\n",
+      "\n",
       "Subject: 1298533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 930299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298157\n",
-      "Iter: 4 Subject: 1298157\n",
-      "Iter: 1 Subject: 1480372\n",
-      "Iter: 1 Subject: 1298533\n",
       "--------------------------------------------------\n",
       "Subject: 905954.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298533\n",
-      "Iter: 2 Subject: 1480372\n",
+      "Iter: 1 Subject: 1298533\n",
       "Iter: 1 Subject: 930299\n",
-      "Iter: 3 Subject: 1480372\n",
-      "Iter: 3 Subject: 1298533\n",
-      "Iter: 4 Subject: 1480372\n",
-      "Iter: 4 Subject: 1298533\n",
-      "Iter: 2 Subject: 930299\n",
-      "Iter: 3 Subject: 930299\n",
-      "Iter: 4 Subject: 930299\n",
       "Iter: 1 Subject: 905954.1\n",
+      "Iter: 2 Subject: 1298533\n",
+      "Iter: 2 Subject: 930299\n",
       "Iter: 2 Subject: 905954.1\n",
-      "Iter: 3 Subject: 905954.1\n",
-      "Iter: 4 Subject: 905954.1\n",
+      "Iter: 3 Subject: 1298533\n",
       "_____________________________________________________________________\n",
       "Finish nuSvm\n",
       "Finish mixer\n",
       "Get Medias\n",
       "Creating population (Count: 1000)...\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "\n",
+      "Creating Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -7724,48 +6561,54 @@
       "Creating Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
+      "Creating Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------Creating Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -7774,21 +6617,21 @@
       "--------------------------------------------------\n",
       "Creating Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -7798,49 +6641,49 @@
       "--------------------------------------------------\n",
       "Creating Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------Creating Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 49 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -7848,59 +6691,65 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 51 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 52 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 53 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 54 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 55 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 56 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 57 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 59 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 60 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 61 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 62 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 63 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 65 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "----------------------------------------------------------------------------------------------------\n",
       "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 66 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 69 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -7909,18 +6758,18 @@
       "--------------------------------------------------\n",
       "Creating Subject: 71 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 72 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 73 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 74 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 77 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -7934,8 +6783,8 @@
       "Creating Subject: 79 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 81 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -7948,19 +6797,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 84 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Creating Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------Creating Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 87 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -7969,22 +6812,22 @@
       "--------------------------------------------------\n",
       "Creating Subject: 89 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 91 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 90 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 91 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 92 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 93 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 94 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 95 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -7993,36 +6836,36 @@
       "--------------------------------------------------\n",
       "Creating Subject: 97 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 99 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 98 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 99 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 101 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 103 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 103 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 106 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8031,14 +6874,20 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 112 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 112 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 113 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8047,70 +6896,64 @@
       "--------------------------------------------------\n",
       "Creating Subject: 115 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 116 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 117 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 118 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 120 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
+      "Creating Subject: 120 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
-      "--------------------------------------------------Creating Subject: 125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "Creating Subject: 130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 133 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8119,11 +6962,11 @@
       "--------------------------------------------------\n",
       "Creating Subject: 137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 138 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 140 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -8146,13 +6989,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 148 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 148 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8161,11 +7004,11 @@
       "--------------------------------------------------\n",
       "Creating Subject: 151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 153 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -8174,17 +7017,23 @@
       "Creating Subject: 155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8200,17 +7049,17 @@
       "--------------------------------------------------\n",
       "Creating Subject: 164 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 166 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "Creating Subject: 168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -8225,11 +7074,11 @@
       "Creating Subject: 172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8246,18 +7095,12 @@
       "Creating Subject: 179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 180 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 180 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "Creating Subject: 181 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 182 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8266,34 +7109,34 @@
       "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 185 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 188 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 190 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 189 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 190 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 191 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 192 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 193 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 192 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 193 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 194 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8305,13 +7148,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 197 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 199 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 198 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 199 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
       "Creating Subject: 200 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8321,27 +7164,33 @@
       "Creating Subject: 202 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 203 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Creating Subject: 203 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 204 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 205 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 206 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 207 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 208 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 210 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8350,16 +7199,16 @@
       "--------------------------------------------------\n",
       "Creating Subject: 212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 213 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "\n",
       "Creating Subject: 214 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8373,53 +7222,47 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 220 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "\n",
       "Creating Subject: 221 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 224 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 225 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 224 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 227 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 228 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 229 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
+      "Creating Subject: 228 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 230 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 229 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 231 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 232 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 233 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 234 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8437,10 +7280,10 @@
       "--------------------------------------------------\n",
       "Creating Subject: 239 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 240 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 241 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8456,38 +7299,44 @@
       "Creating Subject: 245 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 246 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "Creating Subject: 247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 246 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 249 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 250 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 251 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 252 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 254 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "\n",
       "Creating Subject: 253 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 254 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 256 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 257 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8503,13 +7352,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 261 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 262 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 264 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8519,27 +7368,27 @@
       "Creating Subject: 266 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 267 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 267 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------Creating Subject: 268 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 269 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 268 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 269 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 270 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 270 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 271 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 271 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 273 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
       "Creating Subject: 272 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 273 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 274 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8550,23 +7399,17 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 277 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 278 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 279 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 278 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 280 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 279 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 280 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 281 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8575,19 +7418,19 @@
       "--------------------------------------------------\n",
       "Creating Subject: 283 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 284 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 285 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 287 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 286 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 287 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 288 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8602,22 +7445,22 @@
       "--------------------------------------------------\n",
       "Creating Subject: 292 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 294 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 293 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 295 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 294 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 296 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 295 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 297 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 297 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8632,12 +7475,18 @@
       "--------------------------------------------------\n",
       "Creating Subject: 302 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 304 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 303 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 304 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 305 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8645,12 +7494,12 @@
       "Creating Subject: 306 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 307 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 307 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 308 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 309 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8666,9 +7515,9 @@
       "Creating Subject: 313 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 314 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 314 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 315 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8677,15 +7526,15 @@
       "--------------------------------------------------\n",
       "Creating Subject: 317 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 318 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 319 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 320 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 320 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8699,29 +7548,23 @@
       "Creating Subject: 324 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 325 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 326 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 327 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 328 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 329 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 328 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 329 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 330 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 331 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8731,22 +7574,22 @@
       "--------------------------------------------------\n",
       "Creating Subject: 333 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 334 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 335 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 336 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 337 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------Creating Subject: 338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 339 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8759,107 +7602,107 @@
       "Creating Subject: 342 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 344 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 345 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 348 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 349 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 350 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 351 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 352 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 354 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 359 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 363 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 366 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 367 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "Creating Subject: 368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
+      "Creating Subject: 366 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 369 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 374 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 375 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -8867,9 +7710,9 @@
       "Creating Subject: 376 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 377 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 377 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 378 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8879,21 +7722,21 @@
       "Creating Subject: 380 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 383 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 383 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 384 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 385 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 385 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 386 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8902,17 +7745,17 @@
       "--------------------------------------------------\n",
       "Creating Subject: 388 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 389 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 390 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 391 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 392 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "Creating Subject: 392 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 391 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 393 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -8922,8 +7765,8 @@
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 395 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 396 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -8934,12 +7777,18 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 400 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 401 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 401 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
       "Creating Subject: 402 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -8971,48 +7820,42 @@
       "--------------------------------------------------\n",
       "Creating Subject: 411 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 412 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------Creating Subject: 413 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 413 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "\n",
+      "Creating Subject: 414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 415 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
       "Creating Subject: 418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 420 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 421 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Creating Subject: 422 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 423 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 422 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 424 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9020,10 +7863,10 @@
       "Creating Subject: 425 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 426 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 427 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 426 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 427 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 428 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9031,13 +7874,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 429 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 431 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 430 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 431 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 432 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9047,9 +7890,9 @@
       "Creating Subject: 434 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 435 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 435 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 436 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9057,45 +7900,51 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 438 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 439 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 440 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 441 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 441 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 442 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 443 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 442 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 443 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 444 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 448 Nro. Processor: <_MainProcess(MainProcess, started)>\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 451 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 450 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 450 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 451 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9105,9 +7954,9 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 456 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9116,18 +7965,18 @@
       "Creating Subject: 457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 458 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 461 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 461 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9141,34 +7990,28 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 466 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 467 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 468 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 469 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 471 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 472 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 473 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 473 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 474 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9178,92 +8021,98 @@
       "--------------------------------------------------\n",
       "Creating Subject: 476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 477 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 477 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
-      "Creating Subject: 478 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 479 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 480 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 478 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 482 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 483 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 479 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 484 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 480 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 485 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 482 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 486 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 483 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 487 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 484 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 485 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 488 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 487 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 489 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 486 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 490 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 489 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 491 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 492 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 493 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 494 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 495 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 494 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 495 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Creating Subject: 496 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 497 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 498 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 498 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 499 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 501 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 500 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 500 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 501 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 502 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 504 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 503 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 503 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 504 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 506 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9272,35 +8121,29 @@
       "Creating Subject: 507 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 508 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 508 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 509 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 511 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 510 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 511 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 512 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 513 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 514 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 513 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 515 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 516 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9308,20 +8151,20 @@
       "Creating Subject: 517 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 518 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 519 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
+      "Creating Subject: 518 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 520 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 519 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 521 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 520 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 522 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 521 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 523 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9358,84 +8201,90 @@
       "--------------------------------------------------\n",
       "Creating Subject: 534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 536 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 535 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 537 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 536 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 540 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 542 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 543 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
-      "Creating Subject: 544 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 544 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 547 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 547 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 550 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 551 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 553 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 555 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 557 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 558 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 559 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 560 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 560 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9444,35 +8293,29 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 564 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 565 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 571 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9496,13 +8339,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 580 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 579 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 580 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 581 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9517,16 +8360,16 @@
       "--------------------------------------------------\n",
       "Creating Subject: 585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 587 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 587 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9534,7 +8377,13 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 591 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9545,14 +8394,14 @@
       "Creating Subject: 594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 595 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Creating Subject: 595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 597 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 598 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9562,49 +8411,43 @@
       "--------------------------------------------------\n",
       "Creating Subject: 600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 601 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 601 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
       "Creating Subject: 602 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 603 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
       "\n",
       "Creating Subject: 606 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 605 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 609 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Creating Subject: 609 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
-      "Creating Subject: 611 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 611 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 613 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9622,14 +8465,14 @@
       "--------------------------------------------------\n",
       "Creating Subject: 618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 619 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 620 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 622 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9637,11 +8480,11 @@
       "--------------------------------------------------\n",
       "Creating Subject: 623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "\n",
-      "Creating Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 626 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9649,35 +8492,35 @@
       "--------------------------------------------------\n",
       "Creating Subject: 627 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 628 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 632 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 633 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 634 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 633 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 635 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 634 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 636 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
-      "Creating Subject: 637 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 637 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 636 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 638 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9685,28 +8528,34 @@
       "--------------------------------------------------\n",
       "Creating Subject: 639 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 640 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating Subject: 640 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 641 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 642 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 643 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 644 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 646 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 645 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 646 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 647 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9719,39 +8568,33 @@
       "Creating Subject: 650 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 651 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 652 Nro. Processor: <_MainProcess(MainProcess, started)>----------------------------------------------------------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 652 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 651 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "\n",
       "Creating Subject: 653 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 654 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 655 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 656 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 655 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 656 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 657 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
-      "Creating Subject: 658 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 658 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 659 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 659 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 660 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9760,13 +8603,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 662 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 663 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 664 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 664 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9793,10 +8636,10 @@
       "--------------------------------------------------\n",
       "Creating Subject: 673 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 674 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 675 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9820,36 +8663,42 @@
       "--------------------------------------------------\n",
       "Creating Subject: 682 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 683 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 684 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------Creating Subject: 683 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "\n",
       "Creating Subject: 685 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 686 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 690 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 691 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9869,10 +8718,10 @@
       "Creating Subject: 698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 700 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9881,50 +8730,44 @@
       "Creating Subject: 702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
       "Creating Subject: 705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 710 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -9937,37 +8780,37 @@
       "--------------------------------------------------\n",
       "Creating Subject: 719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 725 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 728 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------Creating Subject: 729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -9978,12 +8821,18 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 733 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
+      "Creating Subject: 734 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 734 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -9994,27 +8843,27 @@
       "--------------------------------------------------\n",
       "Creating Subject: 738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10022,38 +8871,32 @@
       "Creating Subject: 747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Creating Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 756 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10061,14 +8904,14 @@
       "Creating Subject: 758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 760 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 759 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 760 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 762 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10078,43 +8921,43 @@
       "--------------------------------------------------\n",
       "Creating Subject: 764 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "\n",
       "Creating Subject: 772 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10124,9 +8967,9 @@
       "Creating Subject: 779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10134,31 +8977,37 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10171,38 +9020,32 @@
       "--------------------------------------------------\n",
       "Creating Subject: 795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -10230,17 +9073,17 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10256,23 +9099,23 @@
       "Creating Subject: 821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10281,14 +9124,20 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10299,10 +9148,10 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10310,15 +9159,15 @@
       "Creating Subject: 839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 840 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 840 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
       "Creating Subject: 841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10326,13 +9175,7 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 845 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10342,23 +9185,23 @@
       "--------------------------------------------------\n",
       "Creating Subject: 848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 854 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -10374,8 +9217,8 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 860 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10387,23 +9230,23 @@
       "--------------------------------------------------\n",
       "Creating Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 869 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -10420,19 +9263,25 @@
       "--------------------------------------------------\n",
       "Creating Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
+      "Creating Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "\n",
       "Creating Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10441,26 +9290,26 @@
       "--------------------------------------------------\n",
       "Creating Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -10469,20 +9318,14 @@
       "Creating Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10507,13 +9350,13 @@
       "--------------------------------------------------\n",
       "Creating Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10522,97 +9365,103 @@
       "--------------------------------------------------\n",
       "Creating Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Creating Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
+      "Creating Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Creating Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10621,46 +9470,40 @@
       "--------------------------------------------------\n",
       "Creating Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Creating Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Creating Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10669,15 +9512,15 @@
       "--------------------------------------------------\n",
       "Creating Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
       "Creating Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10686,35 +9529,35 @@
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Creating Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "Creating Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Creating Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10723,18 +9566,24 @@
       "--------------------------------------------------\n",
       "Creating Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Creating Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Creating Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -10756,46 +9605,40 @@
       "--------------------------------------------------\n",
       "Creating Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Creating Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Creating Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
+      "Creating Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Creating Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Creating Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "Creating Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10804,10 +9647,10 @@
       "--------------------------------------------------\n",
       "Creating Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "\n",
       "Creating Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
@@ -10821,439 +9664,364 @@
       "----------------------------------------------------------------------------------------------------\n",
       "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
       "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
-      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1\n",
-      "Iter: 1 Subject: 3\n",
+      "Iter: 1 Subject: 1Iter: 1 Subject: 3\n",
+      "\n",
       "Iter: 1 Subject: 2\n",
       "Iter: 1 Subject: 0\n",
-      "Iter: 2 Subject: 1\n",
-      "Iter: 2 Subject: 3\n",
-      "Iter: 2 Subject: 0\n",
+      "Iter: 2 Subject: 3Iter: 2 Subject: 1\n",
+      "\n",
       "Iter: 2 Subject: 2\n",
-      "Iter: 3 Subject: 1\n",
+      "Iter: 2 Subject: 0\n",
       "Iter: 3 Subject: 3\n",
-      "Iter: 3 Subject: 0\n",
-      "Iter: 3 Subject: 2\n",
-      "Iter: 4 Subject: 3\n",
-      "Iter: 4 Subject: 1\n",
       "--------------------------------------------------\n",
       "Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 0\n",
-      "Iter: 5 Subject: 1\n",
+      "Iter: 3 Subject: 2\n",
       "--------------------------------------------------\n",
       "Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 4\n",
       "--------------------------------------------------\n",
       "Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 5\n",
-      "Iter: 2 Subject: 5\n",
-      "Iter: 1 Subject: 4\n",
       "Iter: 1 Subject: 6\n",
-      "Iter: 3 Subject: 5\n",
       "Iter: 1 Subject: 7\n",
-      "--------------------------------------------------\n",
-      "Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 2 Subject: 4\n",
+      "Iter: 2 Subject: 5\n",
       "Iter: 2 Subject: 6\n",
-      "Iter: 3 Subject: 4\n",
+      "Iter: 2 Subject: 7Iter: 3 Subject: 4\n",
+      "\n",
+      "Iter: 3 Subject: 5\n",
       "Iter: 3 Subject: 6\n",
-      "Iter: 4 Subject: 4\n",
-      "Iter: 2 Subject: 7\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
       "Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 8\n",
-      "Iter: 4 Subject: 6\n",
-      "Iter: 3 Subject: 7\n",
       "--------------------------------------------------\n",
       "Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 7\n",
-      "Iter: 2 Subject: 8\n",
-      "Iter: 5 Subject: 7\n",
-      "Iter: 1 Subject: 9\n",
-      "Iter: 3 Subject: 8\n",
       "--------------------------------------------------\n",
       "Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 8\n",
+      "Iter: 1 Subject: 9\n",
       "Iter: 1 Subject: 10\n",
-      "Iter: 2 Subject: 9\n",
-      "Iter: 4 Subject: 8\n",
+      "Iter: 2 Subject: 8\n",
+      "Iter: 1 Subject: 11Iter: 2 Subject: 9\n",
+      "\n",
+      "Iter: 2 Subject: 10\n",
+      "Iter: 2 Subject: 11\n",
       "--------------------------------------------------\n",
       "Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 3 Subject: 9\n",
-      "Iter: 2 Subject: 10\n",
-      "Iter: 1 Subject: 11\n",
+      "Iter: 3 Subject: 10\n",
       "--------------------------------------------------\n",
       "Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 11\n",
-      "Iter: 3 Subject: 10\n",
-      "Iter: 1 Subject: 12\n",
-      "Iter: 4 Subject: 10\n",
       "Iter: 3 Subject: 11\n",
-      "Iter: 1 Subject: 13\n",
+      "Iter: 1 Subject: 12\n",
       "--------------------------------------------------\n",
       "Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 13\n",
       "--------------------------------------------------\n",
       "Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 2 Subject: 12\n",
       "Iter: 2 Subject: 13\n",
-      "Iter: 3 Subject: 12\n",
       "Iter: 1 Subject: 14\n",
-      "Iter: 3 Subject: 13\n",
-      "Iter: 4 Subject: 12\n",
+      "Iter: 3 Subject: 12\n",
       "Iter: 1 Subject: 15\n",
+      "Iter: 3 Subject: 13\n",
+      "Iter: 4 Subject: 12Iter: 2 Subject: 14\n",
+      "\n",
+      "Iter: 2 Subject: 15\n",
       "--------------------------------------------------\n",
       "Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 14\n",
-      "Iter: 5 Subject: 12\n",
       "--------------------------------------------------\n",
       "Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 14\n",
-      "Iter: 2 Subject: 15\n",
-      "Iter: 1 Subject: 16\n",
-      "Iter: 4 Subject: 14\n",
-      "Iter: 3 Subject: 15\n",
-      "Iter: 2 Subject: 16\n",
-      "Iter: 1 Subject: 17\n",
-      "Iter: 5 Subject: 14\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
       "Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 15\n",
-      "Iter: 3 Subject: 16\n",
-      "Iter: 2 Subject: 17\n",
+      "Iter: 3 Subject: 15\n",
+      "Iter: 1 Subject: 16\n",
+      "Iter: 1 Subject: 17\n",
       "--------------------------------------------------\n",
       "Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 5 Subject: 15\n",
-      "Iter: 3 Subject: 17\n",
+      "--------------------------------------------------Iter: 1 Subject: 18\n",
+      "\n",
+      "Iter: 2 Subject: 17\n",
+      "Iter: 2 Subject: 16\n",
+      "Iter: 1 Subject: 19\n",
+      "Iter: 2 Subject: 18\n",
       "--------------------------------------------------\n",
       "Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 18\n",
       "--------------------------------------------------\n",
       "Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 19\n",
-      "Iter: 2 Subject: 18\n",
       "Iter: 2 Subject: 19\n",
-      "Iter: 1 Subject: 20\n",
       "Iter: 3 Subject: 18\n",
+      "Iter: 1 Subject: 20\n",
       "Iter: 1 Subject: 21Iter: 3 Subject: 19\n",
       "\n",
-      "Iter: 2 Subject: 20\n",
-      "Iter: 4 Subject: 18\n",
-      "Iter: 4 Subject: 19\n",
-      "Iter: 5 Subject: 18\n",
-      "Iter: 3 Subject: 20\n",
       "--------------------------------------------------\n",
       "Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 21\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 20\n",
+      "--------------------------------------------------Iter: 1 Subject: 22\n",
       "Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 21\n",
       "--------------------------------------------------\n",
       "Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 21\n",
-      "Iter: 4 Subject: 21\n",
-      "Iter: 1 Subject: 22\n",
-      "Iter: 1 Subject: 24\n",
+      "--------------------------------------------------Iter: 2 Subject: 22\n",
+      "Iter: 1 Subject: 23\n",
       "--------------------------------------------------\n",
       "Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 23\n",
-      "Iter: 2 Subject: 22\n",
-      "Iter: 2 Subject: 24\n",
-      "Iter: 2 Subject: 23\n",
+      "\n",
       "Iter: 3 Subject: 22\n",
-      "Iter: 3 Subject: 24\n",
+      "Iter: 2 Subject: 23\n",
+      "Iter: 1 Subject: 24\n",
       "Iter: 1 Subject: 25\n",
-      "Iter: 3 Subject: 23\n",
       "--------------------------------------------------\n",
       "Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 24\n",
-      "Iter: 4 Subject: 23\n",
-      "--------------------------------------------------Iter: 2 Subject: 25\n",
-      "\n",
-      "Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 25\n",
-      "Iter: 1 Subject: 26\n",
-      "Iter: 1 Subject: 28\n",
+      "Iter: 2 Subject: 24\n",
+      "Iter: 2 Subject: 25\n",
       "Iter: 1 Subject: 27\n",
-      "Iter: 4 Subject: 25\n",
+      "Iter: 1 Subject: 26\n",
+      "Iter: 3 Subject: 24\n",
+      "Iter: 3 Subject: 25\n",
       "Iter: 2 Subject: 26\n",
+      "Iter: 2 Subject: 27\n",
+      "--------------------------------------------------\n",
+      "Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 28\n",
-      "Iter: 2 Subject: 27\n",
-      "Iter: 3 Subject: 26\n",
-      "Iter: 3 Subject: 28\n",
-      "Iter: 4 Subject: 28\n",
-      "Iter: 4 Subject: 26\n",
-      "Iter: 3 Subject: 27\n",
-      "Iter: 1 Subject: 29Iter: 5 Subject: 28\n",
-      "\n",
       "--------------------------------------------------\n",
       "Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 29\n",
+      "Iter: 1 Subject: 28\n",
+      "Iter: 3 Subject: 27\n",
+      "Iter: 1 Subject: 30\n",
+      "Iter: 2 Subject: 28--------------------------------------------------\n",
+      "\n",
       "Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 27\n",
+      "Iter: 2 Subject: 29\n",
+      "Iter: 3 Subject: 28\n",
+      "Iter: 2 Subject: 30Iter: 1 Subject: 31\n",
+      "\n",
+      "Iter: 3 Subject: 29\n",
       "--------------------------------------------------\n",
       "Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 29\n",
-      "Iter: 3 Subject: 29\n",
-      "Iter: 1 Subject: 30\n",
-      "Iter: 1 Subject: 31\n",
-      "Iter: 4 Subject: 29\n",
-      "Iter: 1 Subject: 32\n",
-      "Iter: 2 Subject: 30\n",
       "--------------------------------------------------\n",
       "Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "--------------------------------------------------\n"
      ]
     },
     {
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      "output_type": "stream",
      "text": [
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+      "\n",
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+      "\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
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+      "\n",
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-      "\n"
-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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-     ]
-    },
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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+     ]
+    },
+    {
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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-     ]
-    },
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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-     ]
-    },
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+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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-     ]
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+      "Subject: 408 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
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+      "\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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+      "Subject: 422 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "\n",
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-      "--------------------------------------------------\n"
+      "Iter: 2 Subject: 454\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "Iter: 1 Subject: 455\n",
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+      "\n",
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+      "\n",
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+      "\n",
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+      "\n",
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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-     ]
-    },
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+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
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-     ]
-    },
-    {
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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-      "\n",
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-      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 586\n",
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       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 591--------------------------------------------------\n",
-      "\n",
+      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 592Iter: 3 Subject: 591\n",
+      "\n",
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       "--------------------------------------------------\n",
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+      "\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 597\n",
+      "--------------------------------------------------\n",
+      "Subject: 600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 599\n",
+      "Subject: 601 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 6 Subject: 601\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 602\n",
       "--------------------------------------------------\n",
       "Subject: 604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Subject: 607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 607 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 604\n",
+      "\n",
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+      "Iter: 2 Subject: 608--------------------------------------------------\n",
       "\n",
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+      "Iter: 1 Subject: 613\n",
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-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 614Iter: 2 Subject: 615\n",
+      "\n",
+      "Iter: 3 Subject: 615Iter: 1 Subject: 617\n",
+      "\n",
+      "Iter: 1 Subject: 616--------------------------------------------------\n",
+      "\n",
       "Subject: 618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 617\n",
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+      "Iter: 2 Subject: 616Iter: 1 Subject: 618\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Iter: 1 Subject: 618\n",
-      "--------------------------------------------------\n",
-      "Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 616\n",
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-      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 619\n",
       "Iter: 3 Subject: 618\n",
-      "Iter: 2 Subject: 621\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 619\n",
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+      "Iter: 1 Subject: 621\n",
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       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 622\n",
       "--------------------------------------------------\n",
       "Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 622\n",
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+      "Iter: 3 Subject: 622Iter: 3 Subject: 623\n",
+      "\n",
+      "Iter: 1 Subject: 625\n",
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 625\n",
+      "\n",
       "Subject: 626 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 625\n",
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+      "Iter: 4 Subject: 623\n",
       "--------------------------------------------------\n",
       "Subject: 627 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------Iter: 1 Subject: 626\n",
+      "\n",
+      "Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "Subject: 628 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 626\n",
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       "--------------------------------------------------\n",
-      "Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 628\n",
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       "--------------------------------------------------\n",
+      "Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 628\n",
+      "\n",
       "Subject: 632 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 633 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 630\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 633\n",
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+      "Iter: 1 Subject: 634\n",
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       "--------------------------------------------------\n",
       "Subject: 635 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 633\n",
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+      "Iter: 1 Subject: 635\n",
       "--------------------------------------------------\n",
       "Subject: 636 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 637 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 638 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 635\n",
+      "Iter: 1 Subject: 636\n",
+      "Iter: 2 Subject: 635\n",
+      "Iter: 1 Subject: 637\n",
+      "Iter: 1 Subject: 638\n",
       "--------------------------------------------------\n",
-      "Subject: 639 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 637\n",
-      "\n",
+      "Subject: 639 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 636\n",
+      "Iter: 2 Subject: 636\n",
+      "Iter: 2 Subject: 638\n",
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+      "Iter: 3 Subject: 638\n",
       "--------------------------------------------------\n",
       "Subject: 640 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 637\n",
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-      "Iter: 3 Subject: 637Iter: 1 Subject: 639\n",
-      "\n",
-      "Iter: 4 Subject: 637\n",
-      "Iter: 2 Subject: 638\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 2 Subject: 639\n",
       "--------------------------------------------------\n",
       "Subject: 641 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Iter: 3 Subject: 638\n",
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+      "Iter: 1 Subject: 640\n",
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+      "\n",
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+      "\n",
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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       "\n",
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+      "\n",
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       "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 661 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "Subject: 665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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-      "\n",
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+      "\n",
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-      "\n",
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+      "\n",
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-      "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 672\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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+      "\n",
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       "\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 685 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 683\n",
+      "\n",
       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 684\n",
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-      "--------------------------------------------------\n",
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+      "\n",
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 684\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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-      "\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 699\n",
       "--------------------------------------------------\n",
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-      "Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 699\n",
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+      "Iter: 1 Subject: 702\n",
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-      "--------------------------------------------------Iter: 2 Subject: 702\n",
-      "\n",
-      "Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 699\n",
+      "Iter: 2 Subject: 701\n",
+      "--------------------------------------------------\n",
+      "Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 701\n",
+      "Iter: 2 Subject: 702\n",
+      "--------------------------------------------------Iter: 1 Subject: 703\n",
+      "\n",
       "Subject: 705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 704\n",
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-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 705--------------------------------------------------\n",
+      "\n",
       "Subject: 706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 705\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 708\n",
+      "Iter: 1 Subject: 709Iter: 1 Subject: 707\n",
+      "\n",
+      "Iter: 1 Subject: 710\n",
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+      "Iter: 3 Subject: 710\n",
       "--------------------------------------------------\n",
       "Subject: 711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 6 Subject: 707\n",
+      "Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 710\n",
+      "Iter: 1 Subject: 712\n",
+      "Iter: 1 Subject: 711\n",
+      "Iter: 1 Subject: 713\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "Subject: 718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 716\n",
+      "Iter: 1 Subject: 717Iter: 2 Subject: 715\n",
+      "\n",
+      "Iter: 1 Subject: 718\n",
+      "Iter: 3 Subject: 715\n",
+      "Iter: 2 Subject: 716\n",
       "--------------------------------------------------\n",
       "Subject: 719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 717\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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+      "Iter: 1 Subject: 720\n",
       "--------------------------------------------------\n",
       "Subject: 721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 719\n",
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       "Subject: 722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 2 Subject: 720\n",
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+      "Iter: 3 Subject: 719\n",
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+      "Iter: 4 Subject: 719\n",
+      "Iter: 2 Subject: 721\n",
       "--------------------------------------------------\n",
       "Subject: 723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 723\n",
+      "Iter: 1 Subject: 724\n",
       "--------------------------------------------------\n",
       "Subject: 726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 725\n",
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       "--------------------------------------------------\n",
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-      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 727\n",
+      "Iter: 2 Subject: 729\n",
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+      "Iter: 3 Subject: 729\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 731\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 732\n",
+      "Iter: 1 Subject: 733Iter: 2 Subject: 731\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "\n",
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-      "\n",
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       "--------------------------------------------------\n",
       "Subject: 736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 734\n",
       "--------------------------------------------------\n",
       "Subject: 737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 735\n",
+      "Iter: 3 Subject: 734\n",
+      "Iter: 1 Subject: 736\n",
+      "Iter: 3 Subject: 735Iter: 1 Subject: 737\n",
+      "\n",
+      "Iter: 2 Subject: 736\n",
       "--------------------------------------------------\n",
       "Subject: 738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 741\n",
+      "Iter: 2 Subject: 739\n",
       "--------------------------------------------------\n",
-      "Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 739\n",
+      "Iter: 1 Subject: 742\n",
+      "--------------------------------------------------\n",
+      "Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 741\n",
+      "\n",
       "Subject: 744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 742\n",
+      "Iter: 1 Subject: 743\n",
       "--------------------------------------------------\n",
       "Subject: 745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 743\n",
-      "Iter: 4 Subject: 741\n",
+      "--------------------------------------------------Iter: 1 Subject: 744\n",
+      "\n",
+      "Iter: 3 Subject: 742\n",
+      "Iter: 2 Subject: 744Iter: 2 Subject: 743\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 743\n",
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-      "--------------------------------------------------\n",
-      "Subject: 747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 743\n",
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       "--------------------------------------------------\n",
-      "Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 746--------------------------------------------------\n",
+      "\n",
       "Subject: 749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 747\n",
       "Iter: 1 Subject: 748\n",
+      "Iter: 3 Subject: 746\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 1 Subject: 749\n",
+      "Iter: 2 Subject: 747\n",
       "--------------------------------------------------\n",
       "Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Subject: 751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 748\n",
+      "Iter: 3 Subject: 749\n",
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+      "Iter: 3 Subject: 747\n",
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-      "Iter: 4 Subject: 748\n",
+      "--------------------------------------------------\n",
+      "Subject: 751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 4 Subject: 749\n",
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       "--------------------------------------------------\n",
       "Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 750\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
       "--------------------------------------------------\n",
       "Subject: 753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 754\n",
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       "--------------------------------------------------\n",
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+      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 3 Subject: 761\n",
+      "\n",
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       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 762\n",
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+      "----------------------------------------------------------------------------------------------------\n",
       "\n",
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-      "--------------------------------------------------\n",
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+      "--------------------------------------------------Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 771Iter: 2 Subject: 770\n",
+      "\n",
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+      "\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 773\n",
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       "--------------------------------------------------\n",
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-      "Iter: 3 Subject: 774--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 776\n",
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       "--------------------------------------------------\n",
-      "Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 780\n",
+      "--------------------------------------------------\n",
+      "Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 780\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n"
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 784\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
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+      "\n",
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+      "--------------------------------------------------Iter: 2 Subject: 790\n",
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+      "\n",
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+      "\n",
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-      "\n",
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       "--------------------------------------------------\n",
       "Subject: 800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 1 Subject: 800\n",
+      "\n",
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+      "Iter: 3 Subject: 798\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 800\n",
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+      "\n",
+      "Iter: 1 Subject: 801\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "\n",
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       "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 807\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Subject: 808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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       "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 808Iter: 2 Subject: 807\n",
+      "\n",
+      "Iter: 1 Subject: 809\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 810\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 811\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 811\n",
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+      "Iter: 2 Subject: 813\n",
+      "Iter: 2 Subject: 814\n",
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-      "Iter: 5 Subject: 812\n",
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+      "Iter: 4 Subject: 812\n",
       "--------------------------------------------------\n",
       "Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "Subject: 818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 815\n",
-      "Iter: 1 Subject: 816\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 815\n",
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+      "Iter: 1 Subject: 816\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 815\n",
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+      "Iter: 2 Subject: 816\n",
+      "Iter: 4 Subject: 815Iter: 2 Subject: 818\n",
       "\n",
+      "Iter: 3 Subject: 817\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 816\n",
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-      "Iter: 2 Subject: 819\n",
+      "Subject: 819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 819\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 819\n",
+      "Iter: 1 Subject: 820\n",
       "Iter: 1 Subject: 821\n",
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+      "Iter: 2 Subject: 819\n",
+      "Iter: 3 Subject: 820\n",
       "--------------------------------------------------\n",
       "Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 819\n",
+      "Iter: 3 Subject: 822\n",
+      "Iter: 1 Subject: 823\n",
+      "Iter: 4 Subject: 819Iter: 1 Subject: 824\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
@@ -16711,723 +14583,597 @@
       "--------------------------------------------------\n",
       "Subject: 826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 825Iter: 3 Subject: 824\n",
+      "\n",
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+      "Iter: 1 Subject: 827\n",
       "--------------------------------------------------\n",
       "Subject: 828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 828\n",
+      "Iter: 3 Subject: 825\n",
       "--------------------------------------------------\n",
       "Subject: 829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 827\n",
+      "Iter: 2 Subject: 828--------------------------------------------------\n",
+      "\n",
       "Subject: 830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 829\n",
       "--------------------------------------------------\n",
       "Subject: 831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 828\n",
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       "--------------------------------------------------\n",
+      "Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 830\n",
+      "\n",
+      "--------------------------------------------------\n",
       "Subject: 833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 830\n",
+      "Iter: 2 Subject: 831\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 834\n",
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+      "Iter: 1 Subject: 837\n",
+      "Iter: 2 Subject: 835Iter: 2 Subject: 834\n",
+      "\n",
+      "Iter: 2 Subject: 836\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 839\n",
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+      "--------------------------------------------------\n",
+      "Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 841\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 840\n",
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-      "\n",
+      "Iter: 3 Subject: 840\n",
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+      "Iter: 3 Subject: 841\n",
+      "Iter: 1 Subject: 843\n",
       "--------------------------------------------------\n",
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-      "Iter: 5 Subject: 843\n",
-      "Iter: 3 Subject: 844--------------------------------------------------\n",
+      "Iter: 3 Subject: 842\n",
+      "--------------------------------------------------\n",
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-      "\n",
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+      "Iter: 2 Subject: 844\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "\n",
+      "Subject: 848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 847\n",
+      "--------------------------------------------------\n",
+      "Subject: 849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 848\n",
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-      "Iter: 1 Subject: 849\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 848\n",
+      "Iter: 1 Subject: 848\n",
+      "Iter: 3 Subject: 847\n",
+      "Iter: 1 Subject: 850\n",
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+      "\n",
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-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 850--------------------------------------------------\n",
+      "\n",
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-      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 854\n",
+      "--------------------------------------------------Iter: 3 Subject: 853\n",
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+      "\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Subject: 856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
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+      "Iter: 2 Subject: 854\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 855\n",
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+      "Iter: 2 Subject: 855\n",
       "--------------------------------------------------\n",
       "Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 855\n",
+      "Iter: 2 Subject: 857\n",
       "--------------------------------------------------\n",
       "Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------Iter: 3 Subject: 859\n",
+      "Iter: 2 Subject: 861Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Iter: 3 Subject: 861\n",
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+      "Iter: 3 Subject: 860\n",
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-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 863--------------------------------------------------\n",
+      "\n",
       "Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 864\n",
+      "Iter: 2 Subject: 863\n",
+      "Iter: 2 Subject: 862Iter: 1 Subject: 865\n",
+      "\n",
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+      "Iter: 3 Subject: 863\n",
+      "--------------------------------------------------Iter: 3 Subject: 862\n",
+      "\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 865\n",
+      "\n",
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+      "Iter: 1 Subject: 868\n",
+      "Iter: 2 Subject: 867Iter: 2 Subject: 866\n",
+      "\n",
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+      "Iter: 3 Subject: 869\n",
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       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 868Iter: 2 Subject: 869\n",
-      "\n",
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       "--------------------------------------------------\n",
       "Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 870\n",
       "--------------------------------------------------\n",
       "Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 871\n",
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+      "Iter: 1 Subject: 872\n",
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+      "Iter: 2 Subject: 871\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 872\n",
+      "Iter: 2 Subject: 873\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 874\n",
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-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 873\n",
+      "Iter: 1 Subject: 875\n",
+      "Iter: 2 Subject: 874--------------------------------------------------\n",
+      "\n",
       "Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 876\n",
       "--------------------------------------------------\n",
       "Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 876\n",
+      "Iter: 1 Subject: 877\n",
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+      "Iter: 1 Subject: 879\n",
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-      "Iter: 4 Subject: 876\n",
-      "Iter: 3 Subject: 878Iter: 3 Subject: 877\n",
-      "\n",
       "--------------------------------------------------\n",
       "Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 877\n",
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+      "Iter: 2 Subject: 879\n",
+      "Iter: 3 Subject: 877\n",
+      "Iter: 3 Subject: 878\n",
+      "Iter: 1 Subject: 880Iter: 3 Subject: 879\n",
       "\n",
+      "Iter: 4 Subject: 878\n",
+      "Iter: 4 Subject: 877\n",
       "--------------------------------------------------\n",
       "Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 880\n",
-      "Iter: 2 Subject: 879\n",
+      "Iter: 2 Subject: 880\n",
       "--------------------------------------------------\n",
       "Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 2 Subject: 880\n",
+      "--------------------------------------------------\n",
       "Iter: 1 Subject: 881\n",
+      "Iter: 1 Subject: 882\n",
       "Iter: 3 Subject: 880\n",
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+      "Iter: 1 Subject: 883\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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-      "Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 883\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 885\n",
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       "--------------------------------------------------\n",
       "Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 885\n",
+      "Iter: 1 Subject: 887\n",
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+      "Iter: 1 Subject: 888\n",
+      "Iter: 2 Subject: 887\n",
+      "Iter: 2 Subject: 885\n",
+      "Iter: 2 Subject: 886\n",
       "--------------------------------------------------\n",
       "Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 888\n",
       "--------------------------------------------------\n",
       "Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 887\n",
+      "Iter: 3 Subject: 886\n",
+      "Iter: 1 Subject: 889Iter: 3 Subject: 888\n",
+      "\n",
+      "Iter: 1 Subject: 890\n",
       "--------------------------------------------------\n",
       "Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 889\n",
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-      "Iter: 3 Subject: 890\n",
       "--------------------------------------------------\n",
       "Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 889\n",
+      "Iter: 2 Subject: 890\n",
+      "Iter: 3 Subject: 889\n",
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+      "Iter: 3 Subject: 890\n",
+      "Iter: 1 Subject: 892\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 894\n",
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       "Iter: 2 Subject: 892\n",
-      "Iter: 2 Subject: 895\n",
-      "Iter: 3 Subject: 894\n",
+      "Iter: 1 Subject: 893Iter: 2 Subject: 891\n",
+      "\n",
+      "Iter: 1 Subject: 894\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 2 Subject: 893\n",
       "Iter: 3 Subject: 892\n",
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-      "\n",
+      "Iter: 3 Subject: 891\n",
+      "--------------------------------------------------\n",
+      "Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 894\n",
+      "Iter: 1 Subject: 895\n",
+      "Iter: 1 Subject: 897Iter: 1 Subject: 896\n",
+      "\n",
+      "Iter: 2 Subject: 895\n",
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+      "Iter: 2 Subject: 896\n",
       "--------------------------------------------------\n",
       "Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 897\n",
+      "Iter: 4 Subject: 894\n",
       "--------------------------------------------------\n",
-      "Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 896\n",
       "--------------------------------------------------\n",
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+      "\n",
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+      "Iter: 4 Subject: 896\n",
+      "Iter: 1 Subject: 899\n",
       "--------------------------------------------------\n",
       "Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 898--------------------------------------------------\n",
+      "\n",
       "Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 898\n",
-      "Iter: 2 Subject: 900\n",
+      "--------------------------------------------------Iter: 1 Subject: 900\n",
+      "\n",
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+      "Iter: 3 Subject: 899\n",
+      "Iter: 4 Subject: 899\n",
+      "Iter: 2 Subject: 901Iter: 2 Subject: 900\n",
+      "\n",
       "Iter: 1 Subject: 902\n",
       "--------------------------------------------------\n",
-      "Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
       "Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 900\n",
+      "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 1 Subject: 904\n",
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+      "Iter: 3 Subject: 902\n",
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+      "Iter: 2 Subject: 904\n",
+      "Iter: 1 Subject: 905\n",
+      "Iter: 4 Subject: 902\n",
+      "Iter: 3 Subject: 903--------------------------------------------------\n",
       "\n",
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+      "Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905\n",
       "--------------------------------------------------\n",
       "Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
       "Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906\n",
+      "Iter: 1 Subject: 906\n",
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+      "Iter: 1 Subject: 908\n",
       "--------------------------------------------------\n",
       "Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 907\n",
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+      "Iter: 2 Subject: 906\n",
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+      "Iter: 2 Subject: 909\n",
+      "Iter: 3 Subject: 907\n",
       "--------------------------------------------------\n",
       "Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907\n",
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       "--------------------------------------------------\n",
       "Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909\n",
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+      "Iter: 1 Subject: 910\n",
       "--------------------------------------------------\n",
       "Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
       "Iter: 1 Subject: 912\n",
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-      "Iter: 3 Subject: 912\n",
-      "Iter: 2 Subject: 911Iter: 2 Subject: 914\n",
+      "Iter: 2 Subject: 910\n",
+      "Iter: 1 Subject: 913Iter: 2 Subject: 911\n",
       "\n",
-      "Iter: 4 Subject: 912\n",
+      "Iter: 2 Subject: 912\n",
+      "Iter: 3 Subject: 910\n",
+      "Iter: 3 Subject: 911\n",
       "Iter: 2 Subject: 913\n",
       "--------------------------------------------------\n",
+      "Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
       "Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 911\n",
-      "Iter: 3 Subject: 914\n",
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-      "Iter: 4 Subject: 911\n",
       "--------------------------------------------------\n",
       "Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 915\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 913\n",
       "--------------------------------------------------\n",
       "Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 5 Subject: 913\n",
+      "Iter: 1 Subject: 915\n",
+      "Iter: 1 Subject: 914\n",
+      "Iter: 1 Subject: 917Iter: 1 Subject: 916\n",
+      "\n",
       "Iter: 2 Subject: 915\n",
+      "Iter: 2 Subject: 914\n",
+      "Iter: 2 Subject: 917Iter: 2 Subject: 916\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 916\n",
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       "--------------------------------------------------\n",
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       "Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 919\n",
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       "Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 919\n",
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+      "Iter: 2 Subject: 920\n",
       "--------------------------------------------------\n",
       "Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 919\n",
-      "Iter: 1 Subject: 920\n",
+      "Iter: 2 Subject: 921--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 921\n",
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-      "Iter: 4 Subject: 920--------------------------------------------------\n",
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+      "Iter: 1 Subject: 922\n",
+      "--------------------------------------------------\n",
       "Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
+      "Iter: 4 Subject: 920\n",
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+      "Iter: 1 Subject: 924\n",
       "--------------------------------------------------\n",
       "Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 922\n",
+      "Iter: 2 Subject: 922\n",
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       "--------------------------------------------------\n",
       "Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
@@ -17435,515 +15181,449 @@
       "--------------------------------------------------\n",
       "Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924\n",
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-      "--------------------------------------------------\n",
-      "Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925\n",
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-      "Iter: 4 Subject: 924\n",
+      "Iter: 1 Subject: 927\n",
       "--------------------------------------------------\n",
-      "Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 927\n",
+      "Iter: 3 Subject: 925\n",
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-      "Iter: 3 Subject: 926\n",
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-      "Iter: 2 Subject: 928\n",
       "--------------------------------------------------\n",
+      "Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 928--------------------------------------------------\n",
       "Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 927\n",
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       "--------------------------------------------------\n",
       "Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 927\n",
+      "Iter: 2 Subject: 929\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 1 Subject: 930\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 936Iter: 2 Subject: 935\n",
+      "\n",
+      "Iter: 1 Subject: 937--------------------------------------------------\n",
+      "\n",
       "Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 938\n",
+      "Iter: 3 Subject: 936Iter: 4 Subject: 935\n",
+      "\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "Iter: 4 Subject: 938--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
-      "--------------------------------------------------Iter: 3 Subject: 939\n",
-      "\n",
-      "\n",
+      "Iter: 1 Subject: 939\n",
+      "--------------------------------------------------\n",
       "Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Iter: 2 Subject: 939\n",
       "--------------------------------------------------\n",
       "Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 941\n",
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+      "--------------------------------------------------Iter: 2 Subject: 941\n",
+      "Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "Iter: 2 Subject: 942\n",
+      "Iter: 1 Subject: 943\n",
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       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 943\n",
+      "--------------------------------------------------\n",
+      "Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 943\n",
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+      "Iter: 1 Subject: 946\n",
       "--------------------------------------------------\n",
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+      "Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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-      "Iter: 1 Subject: 948\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 4 Subject: 946\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 948\n",
+      "Iter: 2 Subject: 947--------------------------------------------------\n",
+      "\n",
       "Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 949\n",
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-      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 950\n",
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+      "Iter: 3 Subject: 949\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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-      "Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Iter: 1 Subject: 959--------------------------------------------------\n",
-      "\n",
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+      "Iter: 4 Subject: 956\n",
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+      "Iter: 3 Subject: 958\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 962\n",
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+      "\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
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       "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 966\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Iter: 1 Subject: 967\n",
+      "Iter: 1 Subject: 968Iter: 2 Subject: 965\n",
+      "\n",
+      "Iter: 2 Subject: 967\n",
+      "Iter: 2 Subject: 966\n",
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+      "--------------------------------------------------Iter: 3 Subject: 968\n",
       "\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 969Iter: 1 Subject: 971\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 973\n",
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-      "--------------------------------------------------\n",
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+      "\n",
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       "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 975\n",
       "--------------------------------------------------\n",
       "Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
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       "--------------------------------------------------\n",
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-      "\n",
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-      "Iter: 2 Subject: 979\n",
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+      "Iter: 2 Subject: 979Iter: 2 Subject: 978\n",
+      "\n",
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+      "Iter: 3 Subject: 978\n",
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       "--------------------------------------------------\n",
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       "Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 981\n",
-      "Iter: 4 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 981\n",
       "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 2 Subject: 983\n",
       "\n",
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+      "Iter: 1 Subject: 988\n",
       "--------------------------------------------------\n",
       "Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: 986\n",
+      "Iter: 2 Subject: 987\n",
+      "Iter: 2 Subject: 988\n",
       "--------------------------------------------------\n",
       "Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: 988\n",
-      "Iter: 4 Subject: 986\n",
+      "Iter: 3 Subject: 987\n",
+      "Iter: 1 Subject: 989\n",
       "--------------------------------------------------\n",
       "Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 989\n",
       "Iter: 1 Subject: 990\n",
-      "Iter: 1 Subject: 992\n",
       "Iter: 2 Subject: 989\n",
-      "Iter: 2 Subject: 990\n",
-      "Iter: 2 Subject: 992\n",
       "Iter: 1 Subject: 991\n",
-      "Iter: 3 Subject: 989\n",
-      "Iter: 3 Subject: 990\n",
-      "Iter: 3 Subject: 992\n",
+      "Iter: 1 Subject: 992\n",
       "Iter: 2 Subject: 991\n",
-      "Iter: 4 Subject: 989\n",
-      "Iter: 4 Subject: 990\n",
-      "Iter: 4 Subject: 992\n",
+      "Iter: 2 Subject: 990\n",
+      "Iter: 3 Subject: 989\n",
+      "Iter: 2 Subject: 992\n",
       "--------------------------------------------------\n",
       "Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 991\n",
       "--------------------------------------------------\n",
       "Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 990\n",
+      "Iter: 3 Subject: 992\n",
+      "Iter: 1 Subject: 994\n",
+      "Iter: 4 Subject: 992--------------------------------------------------\n",
+      "\n",
       "Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 993\n",
+      "Iter: 2 Subject: 994\n",
       "--------------------------------------------------\n",
       "Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 994\n",
-      "Iter: 1 Subject: 993\n",
-      "Iter: 2 Subject: 994\n",
-      "Iter: 1 Subject: 996\n",
-      "Iter: 1 Subject: 995Iter: 2 Subject: 993\n",
-      "\n",
-      "Iter: 3 Subject: 994\n",
-      "Iter: 3 Subject: 993\n",
-      "Iter: 2 Subject: 996\n",
-      "Iter: 4 Subject: 994\n",
-      "Iter: 4 Subject: 993Iter: 2 Subject: 995\n",
-      "\n",
-      "Iter: 3 Subject: 996\n",
+      "Iter: 1 Subject: 995\n",
+      "Iter: 2 Subject: 993\n",
       "--------------------------------------------------\n",
       "Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Iter: 1 Subject: 996\n",
+      "Iter: 3 Subject: 993Iter: 2 Subject: 995\n",
+      "\n",
+      "Iter: 1 Subject: 997\n",
+      "Iter: 3 Subject: 995Iter: 4 Subject: 993\n",
+      "\n",
+      "Iter: 2 Subject: 996\n",
       "--------------------------------------------------\n",
       "Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: 995\n",
-      "Iter: 4 Subject: 996\n",
       "--------------------------------------------------\n",
       "Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 997\n",
-      "Iter: 1 Subject: 998\n",
       "Iter: 2 Subject: 997\n",
-      "Iter: 1 Subject: 999\n",
-      "Iter: 3 Subject: 997\n",
-      "Iter: 2 Subject: 998\n",
-      "Iter: 4 Subject: 997\n",
+      "Iter: 3 Subject: 996\n",
+      "Iter: 4 Subject: 996\n",
+      "Iter: 1 Subject: 999Iter: 1 Subject: 998\n",
+      "\n",
       "Iter: 2 Subject: 999\n",
-      "Iter: 3 Subject: 998\n",
+      "Iter: 2 Subject: 998\n",
       "Iter: 3 Subject: 999\n",
+      "Iter: 3 Subject: 998\n",
+      "Iter: 4 Subject: 999\n",
       "Iter: 4 Subject: 998\n",
       "_____________________________________________________________________\n",
       "Finish nuSvm\n",
@@ -17956,6 +15636,30 @@
     "if __name__ == '__main__':\n",
     "    result2, pValues2 = Mixture.Mixture(X, Y , cores, iters, output)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Terminado\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Terminado')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From 5759be4033c01a60ddd2b560bed9998c53edeff9 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Fri, 25 Oct 2019 14:02:26 -0300
Subject: [PATCH 27/52] auto open web browser

---
 app/app.py     | 12 +++++++++++-
 app/setup.py   |  2 +-
 cellines.ipynb | 16 ++++++++++++++--
 3 files changed, 26 insertions(+), 4 deletions(-)

diff --git a/app/app.py b/app/app.py
index ff56f04..69b16c0 100755
--- a/app/app.py
+++ b/app/app.py
@@ -7,9 +7,11 @@
 import multiprocessing
 import sys
 import os
+import webbrowser
 
 import numpy as np
 
+
 import dash
 from dash.dependencies import Input, Output, State
 import dash_core_components as dcc
@@ -18,6 +20,8 @@
 from flask import send_file
 import plotly.graph_objects as go
 
+from threading import Timer
+
 import pandas as pd
 
 expression = ''
@@ -80,6 +84,8 @@ def find_data_file(filename):
 </html>
 '''
 
+app.title = 'MixturePy'
+
 app.layout = html.Div([
     html.Div([
       html.H6('an improved algorithm for immune tumor microenvironment estimation based on gene expression data', style = {
@@ -474,5 +480,9 @@ def input_triggers_spinner_2(value, signature, population):
         ]
         #return children
 
+def open_browser():
+      webbrowser.open_new('http://127.0.0.1:8082/')
+
 if __name__ == '__main__':
-    app.run_server(debug=True, port=8080)
\ No newline at end of file
+    Timer(1, open_browser).start()
+    app.run_server(debug=False, port=8082, host='127.0.0.1')
\ No newline at end of file
diff --git a/app/setup.py b/app/setup.py
index 663ff70..e574e55 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -40,7 +40,7 @@
 setup(
     name='MixturePy',
     packages=find_packages(),
-    version='0.6.0',
+    version='0.7.0',
     description='rig',
     executables=executables,
     options=options
diff --git a/cellines.ipynb b/cellines.ipynb
index 48e9079..5779419 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -4,7 +4,19 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'rpy2'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-1-dfd23f5b7497>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      3\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[0mreadRDS\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mr\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'readRDS'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconversion\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mlocalconverter\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
+     ]
+    }
+   ],
    "source": [
     "import rpy2\n",
     "import rpy2.robjects as robjects\n",
@@ -18379,7 +18391,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.0"
   }
  },
  "nbformat": 4,

From 3de1851cd8acafa16740f1ecdf52af1089aa201b Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Fri, 25 Oct 2019 17:24:30 -0300
Subject: [PATCH 28/52] Fix auto web browser bdist

---
 app/__pycache__/app.cpython-37.pyc | Bin 0 -> 10289 bytes
 app/app.py                         |   4 ----
 app/server.py                      |  10 ++++++++--
 3 files changed, 8 insertions(+), 6 deletions(-)
 create mode 100644 app/__pycache__/app.cpython-37.pyc

diff --git a/app/__pycache__/app.cpython-37.pyc b/app/__pycache__/app.cpython-37.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..33994f9911741d34d859aca2ad85008546795ca1
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/app/app.py b/app/app.py
index 69b16c0..06db7a0 100755
--- a/app/app.py
+++ b/app/app.py
@@ -480,9 +480,5 @@ def input_triggers_spinner_2(value, signature, population):
         ]
         #return children
 
-def open_browser():
-      webbrowser.open_new('http://127.0.0.1:8082/')
-
 if __name__ == '__main__':
-    Timer(1, open_browser).start()
     app.run_server(debug=False, port=8082, host='127.0.0.1')
\ No newline at end of file
diff --git a/app/server.py b/app/server.py
index 6a18053..6104b81 100644
--- a/app/server.py
+++ b/app/server.py
@@ -1,5 +1,11 @@
-from waitress import serve
+import webbrowser
 
+from waitress import serve
 from app import server
+from threading import Timer
+
+def open_browser():
+      webbrowser.open_new('http://127.0.0.1:8082/')
 
-serve(server)
\ No newline at end of file
+Timer(1, open_browser).start()
+serve(server, port=8082, host='127.0.0.1')
\ No newline at end of file

From 575388a3a93abec748f4f3c30b2e9253893a3164 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Thu, 21 Nov 2019 18:11:20 -0300
Subject: [PATCH 29/52] Validate Ms

---
 app/__pycache__/app.cpython-37.pyc            | Bin 10289 -> 339 bytes
 app/app.py                                    | 481 +-----------------
 app/assets/css/main.css                       |  76 ++-
 app/assets/img/logo.svg                       |   2 +-
 app/main.py                                   |  82 +++
 app/old_app.py                                | 435 ++++++++++++++++
 app/pages/__init__.py                         |   0
 app/pages/__pycache__/__init__.cpython-37.pyc | Bin 0 -> 151 bytes
 app/pages/__pycache__/index.cpython-37.pyc    | Bin 0 -> 9105 bytes
 app/pages/__pycache__/validate.cpython-37.pyc | Bin 0 -> 4976 bytes
 app/pages/index.py                            | 389 ++++++++++++++
 app/pages/validate.py                         | 220 ++++++++
 app/server.py                                 |   2 +-
 13 files changed, 1205 insertions(+), 482 deletions(-)
 create mode 100644 app/main.py
 create mode 100644 app/old_app.py
 create mode 100644 app/pages/__init__.py
 create mode 100644 app/pages/__pycache__/__init__.cpython-37.pyc
 create mode 100644 app/pages/__pycache__/index.cpython-37.pyc
 create mode 100644 app/pages/__pycache__/validate.cpython-37.pyc
 create mode 100644 app/pages/index.py
 create mode 100644 app/pages/validate.py

diff --git a/app/__pycache__/app.cpython-37.pyc b/app/__pycache__/app.cpython-37.pyc
index 33994f9911741d34d859aca2ad85008546795ca1..189036da48a08bbb2d953c6e23c1d6c1e1d53cb3 100644
GIT binary patch
delta 204
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diff --git a/app/app.py b/app/app.py
index 06db7a0..d2cffc3 100755
--- a/app/app.py
+++ b/app/app.py
@@ -1,484 +1,7 @@
-#! /usr/bin/env python3
-
-import base64
-import datetime
-import io
-import Mixture
-import multiprocessing
-import sys
-import os
-import webbrowser
-
-import numpy as np
-
-
 import dash
-from dash.dependencies import Input, Output, State
-import dash_core_components as dcc
-import dash_html_components as html
-import dash_table as dt
-from flask import send_file
-import plotly.graph_objects as go
-
-from threading import Timer
-
-import pandas as pd
-
-expression = ''
-filename_expression = ''
-result = ''
-pValues = ''
-tableMetrics = ''
-
-cores = 4
-output = ''
 
 external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
 
-#app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
-app = dash.Dash(__name__)
+app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
 server = app.server
-app.config['suppress_callback_exceptions'] = True
-app.css.config.serve_locally = True
-
-
-urlCss = 'assets/css/main.css'
-urlLogo = 'assets/img/logo.svg'
-urlTil10 = 'data/TIL10_signature.xlsx'
-urlLm22 = 'data/LM22Signature.xlsx'
-
-def find_data_file(filename):
-    if getattr(sys, 'frozen', False):
-        # The application is frozen
-        datadir = os.path.dirname(sys.executable)
-    else:
-        # The application is not frozen
-        # Change this bit to match where you store your data files:
-        datadir = os.path.dirname(__file__)
-    return os.path.join(datadir, filename)
-
-styleSheetFile =open(find_data_file(urlCss), "r")
-logoFile = open(find_data_file(urlLogo), "r")
-
-app.index_string = '''
-<!DOCTYPE html>
-<html>
-    <head>
-        {%metas%}
-        <title>{%title%}</title>
-        {%favicon%}
-        {%css%}
-        <style>
-        ''' + str(styleSheetFile.read()) + '''
-        </style>
-    </head>
-    <body>
-        ''' + str(logoFile.read()) + '''
-        {%app_entry%}
-        <footer>
-            {%config%}
-            {%scripts%}
-            {%renderer%}
-        </footer>
-    </body>
-</html>
-'''
-
-app.title = 'MixturePy'
-
-app.layout = html.Div([
-    html.Div([
-      html.H6('an improved algorithm for immune tumor microenvironment estimation based on gene expression data', style = {
-          'margin-top': '-10px'
-      })
-    ]),
-    html.Div([
-    html.Div([        
-        html.P('Expression file:'),
-        dcc.Upload(
-            id='upload-data',
-            children=html.Div([
-                'Drag and Drop or ',
-                html.A('Select File')
-            ]), style={
-                'width': '100%',
-                'height': '60px',
-                'lineHeight': '60px',
-                'borderWidth': '1px',
-                'borderStyle': 'dashed',
-                'borderRadius': '5px',
-                'textAlign': 'center',
-                'margin': '10px'
-            },
-            # Allow multiple files to be uploaded
-            multiple=True
-        ),
-        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
-        html.P('Signature Data:'),
-        dcc.Dropdown(
-            id='signature-input',
-            options=[
-                {'label': 'LM22', 'value': 'LM22'},
-                {'label': 'TIL10', 'value': 'TIL10'},
-            ],
-            value='LM22'
-        ),
-        html.P('Number of permutation samples:', style={
-            'margin-top': '10px'
-        }),
-        dcc.Input(
-            id='population-input',
-            placeholder='Enter a value...',
-            type='number',
-            min='0',
-            value='0'
-        ),
-        html.P('CPUs:', style={
-            'margin-top': '10px'
-        }),
-        dcc.Slider(
-            id='cpu-slider',
-            min=1,
-            max=multiprocessing.cpu_count(),
-            step=1,
-            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
-            value=multiprocessing.cpu_count()
-        ),  
-        html.Button('Submit', id='button', style = {
-            'margin-top': '30px'
-        })        
-    ], style={
-            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'margin': '0px',
-            'background-color': '#FFFFFF',
-            'padding': '20px',
-            'border-radius': '5px',
-            'max-width': '20vw'
-    }),
-    html.Div([
-        html.Div(id='output-processing'),
-        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
-    ], style={
-            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'margin': '0px',
-            'margin-left': '10px',
-            'background-color': '#FFFFFF',
-            'padding': '20px',
-            'border-radius': '5px',
-            'width': '80vw',
-            'max-width': '80vw'
-    })
-    ], style = {
-        'width':'100%',
-        'height':'100%',
-        'margin': '0px',
-        'padding': '0px',
-        'display': 'flex',
-        'flex-direction': 'row'
-})
-], style = {
-        'width':'100%',
-        'height':'100%',
-        'display': '-webkit-flex',
-        '-webkit-flex-direction': 'column',
-        'display': 'flex',
-        'flex-direction': 'column',
-        'margin': '0px',
-        'padding': '0px',
-        'background-color': '#F7F7F7',
-})
-
-@app.callback(Output('tabs-content', 'children'),
-              [Input('tabs', 'value')])
-def render_content1(tab):
-    global result
-    count = len(result.Subjects[0].MIXprop[0])
-    if tab == 'tab-1':
-        xLabel = result.Subjects[0].MIXprop[0].index
-        columns = result.Subjects[0].MIXprop[0].columns        
-        return html.Div([
-            html.H3('Bar Plot Subject-Proportions'),
-            dcc.Graph(
-                id='graph-1-tabs',
-                figure=go.Figure(                    
-                    data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
-                    layout=go.Layout(
-                        barmode='relative',
-                        title_text='Bar Plot',
-                        height=700,
-                        xaxis=dict(tickangle=-90, automargin= True)
-                    )
-                )
-            )
-        ])
-    elif tab == 'tab-2':
-        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]        
-        return html.Div([
-            html.H3('Heatmaps of estimated cell-type proportion values'),
-            dcc.Graph(
-                id='graph-2',
-                figure=go.Figure(data=go.Heatmap(
-                    z=np.transpose(items),
-                    x=result.Subjects[0].MIXprop[0].index,
-                    y=result.Subjects[0].MIXprop[0].columns,
-                    colorscale= [
-                        [0.0, 'rgb(255,255,255)'],
-                        [1.0, 'rgb(255,0,0)']
-                    ]
-                ),
-                    layout=go.Layout(
-                        height=700,
-                        xaxis=dict(tickangle=-90, automargin= True)
-                    )
-                )
-            )
-        ])
-    elif tab == 'tab-3':
-        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
-        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
-        return html.Div([
-            html.H3('Immuno Content Score (Population Based)'),
-            dcc.Graph(
-                id='graph-2',
-                figure=go.Figure(
-                    data=[go.Scatter(
-                        x=result.Subjects[0].ACCmetrix[0].index, 
-                        y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
-                        mode='markers'
-                    )],
-                    layout=go.Layout(
-                        shapes=[
-                            go.layout.Shape(
-                                type="line",
-                                x0=-1,
-                                y0=mean,
-                                x1=count,
-                                y1=mean,
-                                line=dict(
-                                    color="red",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            ),
-                            go.layout.Shape(
-                                type="line",
-                                x0=-1,
-                                y0=(mean+2*std),
-                                x1=count,
-                                y1=(mean+2*std),
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            ),
-                            go.layout.Shape(
-                                type="line",
-                                x0=-1,
-                                y0=(mean-2*std),
-                                x1=count,
-                                y1=(mean-2*std),
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            )
-                        ],
-                        height=700,
-                        xaxis=dict(tickangle=-90, automargin= True)
-                    )
-                )
-            )
-        ])
-
-@app.callback(Output('tabs2-content', 'children'),
-              [Input('tabs2', 'value')])
-def render_content2(tab):
-    if tab == 'tab2-1':
-        return html.Div([
-            html.H4('Finished Process'),
-            html.A('Download result', href='/download_result/')
-        ])
-    elif tab == 'tab2-2':
-        return html.Div([
-            dcc.Tabs(id='tabs3', value='tab3-1', children=[
-                dcc.Tab(label='Absolute', value='tab3-1'),
-                dcc.Tab(label='Proportions', value='tab3-2'),
-                dcc.Tab(label='Metrics', value='tab3-3'),
-            ]),
-            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
-        ])
-    elif tab == 'tab2-3':
-        return html.Div([
-            dcc.Tabs(id='tabs', value='tab-1', children=[
-                dcc.Tab(label='Bar Plot', value='tab-1'),
-                dcc.Tab(label='Heatmaps', value='tab-2'),
-                dcc.Tab(label='Immuno Content Score', value='tab-3'),
-            ]),
-            html.Div(id='tabs-content')
-        ])     
-
-@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
-              [Input('tabs3', 'value')])
-def update_data(tab):
-    global result
-    absolute = result.Subjects[0].MIXabs[0].reset_index()
-    proportions = result.Subjects[0].MIXprop[0].reset_index()
-    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
-    if tab == 'tab3-1':
-        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
-    elif tab == 'tab3-2':
-        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
-    elif tab == 'tab3-3':
-        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
-
-def parse_contents(contents, filename, date):
-    content_type, content_string = contents.split(',')
-    
-    global expression, filename_expression
-
-    decoded = base64.b64decode(content_string)
-    try:
-        if 'csv' in filename:
-            # Assume that the user uploaded a CSV file
-            df = pd.read_csv(
-                io.StringIO(decoded.decode('utf-8')))
-        elif 'xls' in filename or 'xlsx' in filename:
-            # Assume that the user uploaded an excel file
-            #df = pd.read_excel(io.BytesIO(decoded), sheet_name = 0)
-            expression = io.BytesIO(decoded)
-            
-    except Exception as e:
-        print(e)
-        return html.Div([
-            'There was an error processing this file.'
-        ])
-    
-    #df_expression = df
-    
-    filename_expression = filename
-    
-    return html.Div([
-        html.P('Selected:' + filename),
-        #html.H6(datetime.datetime.fromtimestamp(date)),
-
-        #dash_table.DataTable(
-        #    data=df.to_dict('records'),
-        #    columns=[{'name': i, 'id': i} for i in df.columns]
-        #),
-
-        #html.Hr(),  # horizontal line
-
-        # For debugging, display the raw contents provided by the web browser
-        #html.Div('Raw Content'),
-        #html.Pre(contents[0:200] + '...', style={
-        #    'whiteSpace': 'pre-wrap',
-        #    'wordBreak': 'break-all'
-        #})
-    ])
-
-
-@app.callback(Output('loading-output-1', 'children'),
-              [Input('upload-data', 'contents')],
-              [State('upload-data', 'filename'),
-               State('upload-data', 'last_modified')])
-def update_output(list_of_contents, list_of_names, list_of_dates):
-    if list_of_contents is not None:
-        children = [
-            parse_contents(c, n, d) for c, n, d in
-            zip(list_of_contents, list_of_names, list_of_dates)]
-        return children
-
-@app.callback(
-    Output("loading-output-2", "children"),
-    [dash.dependencies.Input('button', 'n_clicks')],
-    [dash.dependencies.State('signature-input', 'value'),
-     dash.dependencies.State('cpu-slider', 'value'),
-     dash.dependencies.State('population-input', 'value')])
-def update_output(n_clicks, signature, cpu, population):
-   
-    global expression, result, pValues, tableMetrics, urlLm22, urlTil10
-    
-    if n_clicks is not None:
-        
-        if signature == 'LM22':
-            X = pd.read_excel(find_data_file(urlLm22), sheet_name = 0)
-        elif signature == 'TIL10':
-            X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
-        
-        Y = pd.read_excel(expression, sheet_name = 0) 
-        
-        #if __name__ == '__main__':            
-        #if __name__ == 'app':
-        if True:
-            result, pValues = Mixture.Mixture(X, Y , cpu, int(population), '')
-            
-            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
-            
-        children = [            
-            dcc.Tabs(id='tabs2', value='tab2-1', children=[
-                dcc.Tab(label='Download', value='tab2-1'),
-                dcc.Tab(label='Tables', value='tab2-2'),
-                dcc.Tab(label='Plots', value='tab2-3'),
-            ]),
-            html.Div(id='tabs2-content')
-        ]
-        
-        return children
-    
-@app.server.route('/download_result/')
-def download_excel ():
-    
-    global result, pValues, filename_expression
-    
-    strIO = io.BytesIO()
-    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
-    result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
-    result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
-    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')
-    if pValues is not None:
-        pValues.to_excel(excel_writer, sheet_name='Pvalues')
-    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
-    excel_writer.save()
-    excel_data = strIO.getvalue()
-    strIO.seek(0)  
-    
-    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)
-
-#@app.callback(
-#    dash.dependencies.Output('button', 'style'),
-#    [dash.dependencies.Input('button', 'n_clicks'),
-#    Input('upload-data', 'contents')])
-#def update_output_hidden_button(n_clicks, contents):
-#    if n_clicks is not None:
-#        return {'display': 'none'}
-#    if contents is not None:
-#        return {'display': 'block'}
-
-@app.callback(
-    dash.dependencies.Output('output-processing', 'children'), 
-    [dash.dependencies.Input('button', 'n_clicks')],
-    [dash.dependencies.State('signature-input', 'value'),
-    dash.dependencies.State('population-input', 'value')])
-def input_triggers_spinner_2(value, signature, population):
-    if value is not None:
-        children = [
-            #html.P('Processing data...', style = {
-            #    'margin-top': '10px'
-            #}),
-            #html.P('Signature: ' + str(signature), style = {
-            #    'margin-top': '10px'
-            #}),
-            #html.P('Population based : ' + str(population), style = {
-            #    'margin-top': '10px'
-            #})
-        ]
-        #return children
-
-if __name__ == '__main__':
-    app.run_server(debug=False, port=8082, host='127.0.0.1')
\ No newline at end of file
+app.config.suppress_callback_exceptions = True
\ No newline at end of file
diff --git a/app/assets/css/main.css b/app/assets/css/main.css
index b249e9a..ab0db9e 100644
--- a/app/assets/css/main.css
+++ b/app/assets/css/main.css
@@ -413,4 +413,78 @@ there.
 @media (min-width: 1000px) {}
 
 /* Larger than Desktop HD */
-@media (min-width: 1200px) {}
\ No newline at end of file
+@media (min-width: 1200px) {}
+
+.logo {
+  width: 200px;
+}
+
+header {
+  display: -webkit-flex; /* Safari */
+  display: flex;
+}
+
+nav {
+  margin-left: 20px;
+  margin-top: -20px;
+}
+
+nav ul {
+  display: flex;
+  justify-content: space-around;
+  list-style-type: none;
+}
+
+.navigation {
+  list-style: none;
+  margin: 0; 
+    
+  display: -webkit-box;
+  display: -moz-box;
+  display: -ms-flexbox;
+  display: -webkit-flex;
+  display: flex;
+  
+  justify-content: flex-end;
+}
+
+.navigation a {
+  text-decoration: none;  
+  border-left: #333 1px solid;
+  display: block;
+  margin-top: 40px;
+  padding-left: 20px;
+  padding-right: 20px;
+  color: black;
+}
+
+#check_celllines input[type="checkbox"] {
+	-webkit-appearance: none;
+	background-color: #fafafa;
+	border: 1px solid #cacece;
+	box-shadow: 0 1px 2px rgba(0,0,0,0.05), inset 0px -15px 10px -12px rgba(0,0,0,0.05);
+	padding: 9px;
+	border-radius: 3px;
+	display: inline-block;
+	position: relative;
+}
+
+#check_celllines input[type="checkbox"]:active, #check_celllines input[type="checkbox"]:checked:active {
+	box-shadow: 0 1px 2px rgba(0,0,0,0.05), inset 0px 1px 3px rgba(0,0,0,0.1);
+}
+
+#check_celllines input[type="checkbox"]:checked {
+	background-color: #33C3F0;
+	border: 1px solid #555;
+	box-shadow: 0 1px 2px rgba(0,0,0,0.05), inset 0px -15px 10px -12px rgba(0,0,0,0.05), inset 15px 10px -12px rgba(255,255,255,0.1);
+	color: #33C3F0;
+}
+
+#check_celllines input[type="checkbox"]:checked:after {
+	content: '\2714';
+	font-size: 14px;
+	position: absolute;
+	top: 0px;
+	left: 3px;
+	color:#ffffff;
+}
\ No newline at end of file
diff --git a/app/assets/img/logo.svg b/app/assets/img/logo.svg
index d9871e1..3395241 100644
--- a/app/assets/img/logo.svg
+++ b/app/assets/img/logo.svg
@@ -1 +1 @@
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" filter="url(#a)"></image></svg>
\ No newline at end of file
diff --git a/app/main.py b/app/main.py
new file mode 100644
index 0000000..480f6d5
--- /dev/null
+++ b/app/main.py
@@ -0,0 +1,82 @@
+import sys
+import os
+
+import dash_core_components as dcc
+import dash_html_components as html
+from dash.dependencies import Input, Output
+
+from app import app
+from pages import index, validate
+
+app.layout = html.Div([
+    dcc.Location(id='url', refresh=False),
+    html.Div(id='page-content')
+])
+
+server = app.server
+app.config['suppress_callback_exceptions'] = True
+app.css.config.serve_locally = True
+
+urlCss = 'assets/css/main.css'
+urlLogo = 'assets/img/logo.svg'
+
+def find_data_file(filename):
+    if getattr(sys, 'frozen', False):
+        # The application is frozen
+        datadir = os.path.dirname(sys.executable)
+    else:
+        # The application is not frozen
+        # Change this bit to match where you store your data files:
+        datadir = os.path.dirname(__file__)
+    return os.path.join(datadir, filename)
+
+styleSheetFile =open(find_data_file(urlCss), "r")
+logoFile = open(find_data_file(urlLogo), "r")
+
+app.index_string = '''
+<!DOCTYPE html>
+<html>
+    <head>
+        {%metas%}
+        <title>{%title%}</title>
+        {%favicon%}
+        {%css%}
+        <style>
+        ''' + str(styleSheetFile.read()) + '''
+        </style>
+    </head>
+    <body>
+        <header>
+            ''' + str(logoFile.read()) + '''
+            <nav role="menu">  
+                <ul class="navigation">
+                    <li><a href="/">Mixture</a></li>
+                    <li><a href="/validate">Validate MS</a></li>
+                </ul>
+            </nav>
+        </header>
+        {%app_entry%}
+        <footer>
+            {%config%}
+            {%scripts%}
+            {%renderer%}
+        </footer>
+    </body>
+</html>
+'''
+
+app.title = 'MixturePy'
+
+
+@app.callback(Output('page-content', 'children'),
+              [Input('url', 'pathname')])
+def display_page(pathname):
+    if pathname == '/':
+        return index.layout
+    elif pathname == '/validate':
+        return validate.layout
+    else:
+        return '404'
+
+if __name__ == '__main__':
+    app.run_server(debug=True)
\ No newline at end of file
diff --git a/app/old_app.py b/app/old_app.py
new file mode 100644
index 0000000..ddab710
--- /dev/null
+++ b/app/old_app.py
@@ -0,0 +1,435 @@
+#! /usr/bin/env python3
+
+import base64
+import datetime
+import io
+import Mixture
+import multiprocessing
+import sys
+import os
+import webbrowser
+
+import numpy as np
+
+
+import dash
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+
+from threading import Timer
+
+import pandas as pd
+
+expression = ''
+filename_expression = ''
+result = ''
+pValues = ''
+tableMetrics = ''
+
+cores = 4
+output = ''
+
+external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
+
+#app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
+app = dash.Dash(__name__)
+server = app.server
+app.config['suppress_callback_exceptions'] = True
+app.css.config.serve_locally = True
+
+
+urlCss = 'assets/css/main.css'
+urlLogo = 'assets/img/logo.svg'
+urlTil10 = 'data/TIL10_signature.xlsx'
+urlLm22 = 'data/LM22Signature.xlsx'
+
+def find_data_file(filename):
+    if getattr(sys, 'frozen', False):
+        # The application is frozen
+        datadir = os.path.dirname(sys.executable)
+    else:
+        # The application is not frozen
+        # Change this bit to match where you store your data files:
+        datadir = os.path.dirname(__file__)
+    return os.path.join(datadir, filename)
+
+styleSheetFile =open(find_data_file(urlCss), "r")
+logoFile = open(find_data_file(urlLogo), "r")
+
+app.index_string = '''
+<!DOCTYPE html>
+<html>
+    <head>
+        {%metas%}
+        <title>{%title%}</title>
+        {%favicon%}
+        {%css%}
+        <style>
+        ''' + str(styleSheetFile.read()) + '''
+        </style>
+    </head>
+    <body>
+        ''' + str(logoFile.read()) + '''
+        {%app_entry%}
+        <footer>
+            {%config%}
+            {%scripts%}
+            {%renderer%}
+        </footer>
+    </body>
+</html>
+'''
+
+app.title = 'MixturePy'
+
+app.layout = html.Div([
+    html.Div([
+      html.H6('an improved algorithm for immune tumor microenvironment estimation based on gene expression data', style = {
+          'margin-top': '-10px'
+      })
+    ]),
+    html.Div([
+    html.Div([        
+        html.P('Expression file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag and Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
+        html.P('Signature Data:'),
+        dcc.Dropdown(
+            id='signature-input',
+            options=[
+                {'label': 'LM22', 'value': 'LM22'},
+                {'label': 'TIL10', 'value': 'TIL10'},
+            ],
+            value='LM22'
+        ),
+        html.P('Number of permutation samples:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Input(
+            id='population-input',
+            placeholder='Enter a value...',
+            type='number',
+            min='0',
+            value='0'
+        ),
+        html.P('CPUs:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'max-width': '20vw'
+    }),
+    html.Div([
+        html.Div(id='output-processing'),
+        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'margin-left': '10px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '80vw',
+            'max-width': '80vw'
+    })
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'margin': '0px',
+        'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
+})
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+        'background-color': '#F7F7F7',
+})
+
+@app.callback(Output('tabs-content', 'children'),
+              [Input('tabs', 'value')])
+def render_content1(tab):
+    global result
+    count = len(result.Subjects[0].MIXprop[0])
+    if tab == 'tab-1':
+        xLabel = result.Subjects[0].MIXprop[0].index
+        columns = result.Subjects[0].MIXprop[0].columns        
+        return html.Div([
+            html.H3('Bar Plot Subject-Proportions'),
+            dcc.Graph(
+                id='graph-1-tabs',
+                figure=go.Figure(                    
+                    data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                    layout=go.Layout(
+                        barmode='relative',
+                        title_text='Bar Plot',
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-2':
+        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]        
+        return html.Div([
+            html.H3('Heatmaps of estimated cell-type proportion values'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=result.Subjects[0].MIXprop[0].index,
+                    y=result.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-3':
+        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        return html.Div([
+            html.H3('Immuno Content Score (Population Based)'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(
+                    data=[go.Scatter(
+                        x=result.Subjects[0].ACCmetrix[0].index, 
+                        y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
+                        mode='markers'
+                    )],
+                    layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=mean,
+                                x1=count,
+                                y1=mean,
+                                line=dict(
+                                    color="red",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean+2*std),
+                                x1=count,
+                                y1=(mean+2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean-2*std),
+                                x1=count,
+                                y1=(mean-2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+
+@app.callback(Output('tabs2-content', 'children'),
+              [Input('tabs2', 'value')])
+def render_content2(tab):
+    if tab == 'tab2-1':
+        return html.Div([
+            html.H4('Finished Process'),
+            html.A('Download result', href='/download_result/')
+        ])
+    elif tab == 'tab2-2':
+        return html.Div([
+            dcc.Tabs(id='tabs3', value='tab3-1', children=[
+                dcc.Tab(label='Absolute', value='tab3-1'),
+                dcc.Tab(label='Proportions', value='tab3-2'),
+                dcc.Tab(label='Metrics', value='tab3-3'),
+            ]),
+            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
+        ])
+    elif tab == 'tab2-3':
+        return html.Div([
+            dcc.Tabs(id='tabs', value='tab-1', children=[
+                dcc.Tab(label='Bar Plot', value='tab-1'),
+                dcc.Tab(label='Heatmaps', value='tab-2'),
+                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            ]),
+            html.Div(id='tabs-content')
+        ])     
+
+@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+              [Input('tabs3', 'value')])
+def update_data(tab):
+    global result
+    absolute = result.Subjects[0].MIXabs[0].reset_index()
+    proportions = result.Subjects[0].MIXprop[0].reset_index()
+    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+    if tab == 'tab3-1':
+        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+    elif tab == 'tab3-2':
+        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+    elif tab == 'tab3-3':
+        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
+
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global expression, filename_expression
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            df = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            expression = io.BytesIO(decoded)
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    filename_expression = filename
+    
+    return html.Div([
+        html.P('Selected:' + filename)
+    ])
+
+
+@app.callback(Output('loading-output-1', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(
+    Output("loading-output-2", "children"),
+    [dash.dependencies.Input('button', 'n_clicks')],
+    [dash.dependencies.State('signature-input', 'value'),
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('population-input', 'value')])
+def update_output(n_clicks, signature, cpu, population):
+   
+    global expression, result, pValues, tableMetrics, urlLm22, urlTil10
+    
+    if n_clicks is not None:
+        
+        if signature == 'LM22':
+            X = pd.read_excel(find_data_file(urlLm22), sheet_name = 0)
+        elif signature == 'TIL10':
+            X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
+        
+        Y = pd.read_excel(expression, sheet_name = 0) 
+        
+        #if __name__ == '__main__':            
+        #if __name__ == 'app':
+        if True:
+            result, pValues = Mixture.Mixture(X, Y , cpu, int(population), '')
+            
+            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+            
+        children = [            
+            dcc.Tabs(id='tabs2', value='tab2-1', children=[
+                dcc.Tab(label='Download', value='tab2-1'),
+                dcc.Tab(label='Tables', value='tab2-2'),
+                dcc.Tab(label='Plots', value='tab2-3'),
+            ]),
+            html.Div(id='tabs2-content')
+        ]
+        
+        return children
+    
+@app.server.route('/download_result/')
+def download_excel ():
+    
+    global result, pValues, filename_expression
+    
+    strIO = io.BytesIO()
+    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
+    result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
+    result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
+    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')
+    if pValues is not None:
+        pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
+    excel_writer.save()
+    excel_data = strIO.getvalue()
+    strIO.seek(0)  
+    
+    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)
+
+if __name__ == '__main__':
+    app.run_server(debug=False, port=8082, host='127.0.0.1')
\ No newline at end of file
diff --git a/app/pages/__init__.py b/app/pages/__init__.py
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diff --git a/app/pages/index.py b/app/pages/index.py
new file mode 100644
index 0000000..5149230
--- /dev/null
+++ b/app/pages/index.py
@@ -0,0 +1,389 @@
+#! /usr/bin/env python3
+
+import base64
+import datetime
+import io
+import Mixture
+import multiprocessing
+import sys
+import os
+import webbrowser
+
+import numpy as np
+
+import dash
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+
+from threading import Timer
+
+import pandas as pd
+
+from app import app
+
+expression = ''
+filename_expression = ''
+result = ''
+pValues = ''
+tableMetrics = ''
+
+cores = 4
+output = ''
+
+urlTil10 = '../data/TIL10_signature.xlsx'
+urlLm22 = '../data/LM22Signature.xlsx'
+
+def find_data_file(filename):
+    if getattr(sys, 'frozen', False):
+        # The application is frozen
+        datadir = os.path.dirname(sys.executable)
+    else:
+        # The application is not frozen
+        # Change this bit to match where you store your data files:
+        datadir = os.path.dirname(__file__)
+    return os.path.join(datadir, filename)
+
+
+layout = html.Div([
+    html.Div([
+    html.Div([        
+        html.P('Expression file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag and Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
+        html.P('Signature Data:'),
+        dcc.Dropdown(
+            id='signature-input',
+            options=[
+                {'label': 'LM22', 'value': 'LM22'},
+                {'label': 'TIL10', 'value': 'TIL10'},
+            ],
+            value='LM22'
+        ),
+        html.P('Number of permutation samples:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Input(
+            id='population-input',
+            placeholder='Enter a value...',
+            type='number',
+            min='0',
+            value='0'
+        ),
+        html.P('CPUs:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'max-width': '20vw'
+    }),
+    html.Div([
+        html.Div(id='output-processing'),
+        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'margin-left': '10px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '80vw',
+            'max-width': '80vw'
+    })
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'margin': '0px',
+        'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
+})
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+        'background-color': '#F7F7F7',
+})
+
+@app.callback(Output('tabs-content', 'children'),
+              [Input('tabs', 'value')])
+def render_content1(tab):
+    global result
+    count = len(result.Subjects[0].MIXprop[0])
+    if tab == 'tab-1':
+        xLabel = result.Subjects[0].MIXprop[0].index
+        columns = result.Subjects[0].MIXprop[0].columns        
+        return html.Div([
+            html.H3('Bar Plot Subject-Proportions'),
+            dcc.Graph(
+                id='graph-1-tabs',
+                figure=go.Figure(                    
+                    data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                    layout=go.Layout(
+                        barmode='relative',
+                        title_text='Bar Plot',
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-2':
+        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]        
+        return html.Div([
+            html.H3('Heatmaps of estimated cell-type proportion values'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=result.Subjects[0].MIXprop[0].index,
+                    y=result.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-3':
+        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        return html.Div([
+            html.H3('Immuno Content Score (Population Based)'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(
+                    data=[go.Scatter(
+                        x=result.Subjects[0].ACCmetrix[0].index, 
+                        y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
+                        mode='markers'
+                    )],
+                    layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=mean,
+                                x1=count,
+                                y1=mean,
+                                line=dict(
+                                    color="red",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean+2*std),
+                                x1=count,
+                                y1=(mean+2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean-2*std),
+                                x1=count,
+                                y1=(mean-2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+
+@app.callback(Output('tabs2-content', 'children'),
+              [Input('tabs2', 'value')])
+def render_content2(tab):
+    if tab == 'tab2-1':
+        return html.Div([
+            html.H4('Finished Process'),
+            html.A('Download result', href='/download_result/')
+        ])
+    elif tab == 'tab2-2':
+        return html.Div([
+            dcc.Tabs(id='tabs3', value='tab3-1', children=[
+                dcc.Tab(label='Absolute', value='tab3-1'),
+                dcc.Tab(label='Proportions', value='tab3-2'),
+                dcc.Tab(label='Metrics', value='tab3-3'),
+            ]),
+            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
+        ])
+    elif tab == 'tab2-3':
+        return html.Div([
+            dcc.Tabs(id='tabs', value='tab-1', children=[
+                dcc.Tab(label='Bar Plot', value='tab-1'),
+                dcc.Tab(label='Heatmaps', value='tab-2'),
+                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            ]),
+            html.Div(id='tabs-content')
+        ])     
+
+@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+              [Input('tabs3', 'value')])
+def update_data(tab):
+    global result
+    absolute = result.Subjects[0].MIXabs[0].reset_index()
+    proportions = result.Subjects[0].MIXprop[0].reset_index()
+    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+    if tab == 'tab3-1':
+        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+    elif tab == 'tab3-2':
+        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+    elif tab == 'tab3-3':
+        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
+
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global expression, filename_expression
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            df = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            expression = io.BytesIO(decoded)
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    filename_expression = filename
+    
+    return html.Div([
+        html.P('Selected:' + filename)
+    ])
+
+
+@app.callback(Output('loading-output-1', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(
+    Output("loading-output-2", "children"),
+    [dash.dependencies.Input('button', 'n_clicks')],
+    [dash.dependencies.State('signature-input', 'value'),
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('population-input', 'value')])
+def update_output(n_clicks, signature, cpu, population):
+   
+    global expression, result, pValues, tableMetrics, urlLm22, urlTil10
+    
+    if n_clicks is not None:
+        
+        if signature == 'LM22':
+            X = pd.read_excel(find_data_file(urlLm22), sheet_name = 0)
+        elif signature == 'TIL10':
+            X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
+        
+        Y = pd.read_excel(expression, sheet_name = 0) 
+        
+        #if __name__ == '__main__':            
+        #if __name__ == 'app':
+        if True:
+            result, pValues = Mixture.Mixture(X, Y , cpu, int(population), '')
+            
+            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+            
+        children = [            
+            dcc.Tabs(id='tabs2', value='tab2-1', children=[
+                dcc.Tab(label='Download', value='tab2-1'),
+                dcc.Tab(label='Tables', value='tab2-2'),
+                dcc.Tab(label='Plots', value='tab2-3'),
+            ]),
+            html.Div(id='tabs2-content')
+        ]
+        
+        return children
+    
+@app.server.route('/download_result/')
+def download_excel ():
+    
+    global result, pValues, filename_expression
+    
+    strIO = io.BytesIO()
+    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
+    result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
+    result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
+    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')
+    if pValues is not None:
+        pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
+    excel_writer.save()
+    excel_data = strIO.getvalue()
+    strIO.seek(0)  
+    
+    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)
diff --git a/app/pages/validate.py b/app/pages/validate.py
new file mode 100644
index 0000000..36a77ea
--- /dev/null
+++ b/app/pages/validate.py
@@ -0,0 +1,220 @@
+import base64
+import io
+import dash
+import Mixture
+import multiprocessing
+
+import numpy as np
+import pandas as pd
+
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+
+from app import app
+
+signature = ''
+filename_signature = ''
+dataFrameSignature = ''
+
+layout = html.Div([
+    html.Div([
+    html.Div([        
+        html.P('Molecular Signature file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag and Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-msignature")], type="default"),
+        dcc.Checklist(
+            id="check_celllines",
+            options=[
+                {'label': 'Use Cellines', 'value': 'cellines'},
+            ],
+            value=['cellines']
+        ),  
+        html.P('CPUs:', style={
+            'margin-top': '20px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button_validate', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '20vw',
+            'max-width': '20vw'
+    }),
+    html.Div([
+        html.Div(id='output-processing'),
+        dcc.Loading(id='loading-result', children=[html.Div(id='loading-output-result')], type='default')        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'margin-left': '10px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '80vw',
+            'max-width': '80vw'
+    })
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'margin': '0px',
+        'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
+})
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+        'background-color': '#F7F7F7',
+})
+
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global signature, filename_signature, dataFrameSignature
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            dataFrameSignature = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            signature = io.BytesIO(decoded)
+            dataFrameSignature = pd.read_excel(signature, sheet_name = 0)
+            print(len(dataFrameSignature.columns))
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    filename_signature = filename
+    
+    return html.Div([
+        html.P('Selected: ' + filename),
+        html.P('No se que label colocarle aca:', style={
+            'margin-top': '10px'
+        }),        
+        dcc.RangeSlider(
+            id='lines_slider',
+            min=1,
+            max=len(dataFrameSignature.columns),
+            step=1,
+            # marks={i: '{}'.format(i) for i in range(len(dataFrameSignature.columns)+1)},
+            marks={
+              1: '1',
+              round(len(dataFrameSignature.columns)/2): str(round(len(dataFrameSignature.columns)/2)),
+              len(dataFrameSignature.columns): str(len(dataFrameSignature.columns))
+            },
+            value=[round(len(dataFrameSignature.columns)*0.2), round(len(dataFrameSignature.columns)*0.75)]
+        ),
+        html.P(id='lines_slider_output', style={
+            'margin-top': '40px'
+        })
+    ])
+
+
+@app.callback(Output('loading-output-msignature', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(Output('lines_slider_output', 'children'),
+              [Input('lines_slider', 'value')])
+def update_lines(lines_slider):
+    return 'Selected lines: from {} to {}'.format(lines_slider[0], lines_slider[1])
+
+@app.callback(
+    Output("loading-output-result", "children"),
+    [dash.dependencies.Input('button_validate', 'n_clicks')],
+    [dash.dependencies.State('lines_slider', 'value'),
+     dash.dependencies.State('cpu-slider', 'value')])
+def update_output(n_clicks, lines, cpu):
+   
+    global signature, result, pValues, tableMetrics, urlLm22, urlTil10
+    
+    if n_clicks is not None:
+
+        X = dataFrameSignature
+
+        Y = dataFrameSignature
+        
+        #if __name__ == '__main__':            
+        #if __name__ == 'app':
+        if True:
+            result, pValues = Mixture.Mixture(X, Y , cpu, 0, '')
+            
+            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+
+        children = [            
+            dcc.Tabs(id='tabs4', value='tab4-1', children=[
+                dcc.Tab(label='Plots', value='tab4-1'),
+            ]),
+            html.Div(id='tabs4-content')
+        ]
+        
+        return children
+
+@app.callback(Output('tabs4-content', 'children'),
+              [Input('tabs4', 'value')])
+def render_content2(tab):
+    if tab == 'tab4-3':
+        return html.Div([
+            dcc.Tabs(id='tabs5', value='tab5-1', children=[
+                dcc.Tab(label='Breal - Bsim', value='tab5-1'),
+                dcc.Tab(label='Breal vs Bsim', value='tab5-2'),
+                dcc.Tab(label='Heatmaps', value='tab5-3'),
+                dcc.Tab(label='BoxPlot', value='tab5-4'),
+            ]),
+            html.Div(id='tabs-content')
+        ]) 
\ No newline at end of file
diff --git a/app/server.py b/app/server.py
index 6104b81..08110ae 100644
--- a/app/server.py
+++ b/app/server.py
@@ -1,7 +1,7 @@
 import webbrowser
 
 from waitress import serve
-from app import server
+from main import server
 from threading import Timer
 
 def open_browser():

From cef1fe6f771f66ffe475ef49b1e527053e373d26 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Thu, 21 Nov 2019 23:54:14 -0300
Subject: [PATCH 30/52] finish plots validate

---
 NewmanFL TIL10.ipynb                          |  256 +-
 Test Beta List.ipynb                          |  160 +-
 Test Dash.ipynb                               | 3630 ++++++++++++++++-
 app/__pycache__/app.cpython-37.pyc            |  Bin 339 -> 339 bytes
 app/pages/__pycache__/__init__.cpython-37.pyc |  Bin 151 -> 151 bytes
 app/pages/__pycache__/index.cpython-37.pyc    |  Bin 9105 -> 9105 bytes
 app/pages/__pycache__/validate.cpython-37.pyc |  Bin 4976 -> 9353 bytes
 app/pages/validate.py                         |  217 +-
 8 files changed, 3898 insertions(+), 365 deletions(-)

diff --git a/NewmanFL TIL10.ipynb b/NewmanFL TIL10.ipynb
index 8859dfc..0a33b39 100644
--- a/NewmanFL TIL10.ipynb	
+++ b/NewmanFL TIL10.ipynb	
@@ -2,117 +2,16 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "ERROR:root:Internal Python error in the inspect module.\n",
-      "Below is the traceback from this internal error.\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 3326, in run_code\n",
-      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
-      "  File \"<ipython-input-35-56a170eac394>\", line 5, in <module>\n",
-      "    import Mixture\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/__init__.py\", line 7, in <module>\n",
-      "    from Mixture.Mixer import Mixer\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/Mixer.py\", line 8, in <module>\n",
-      "    from Mixture.nuSvmRobust import nuSvmRobust\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/nuSvmRobust.py\", line 12, in <module>\n",
-      "    from Mixture import tuneSvmForDeconv\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/tuneSvmForDeconv.py\", line 8, in <module>\n",
-      "    from sklearn.svm import NuSVR\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/__init__.py\", line 13, in <module>\n",
-      "    from .classes import SVC, NuSVC, SVR, NuSVR, OneClassSVM, LinearSVC, \\\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/classes.py\", line 4, in <module>\n",
-      "    from .base import _fit_liblinear, BaseSVC, BaseLibSVM\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/base.py\", line 9, in <module>\n",
-      "    from ..preprocessing import LabelEncoder\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/__init__.py\", line 6, in <module>\n",
-      "    from ._function_transformer import FunctionTransformer\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/_function_transformer.py\", line 5, in <module>\n",
-      "    from ..utils.testing import assert_allclose_dense_sparse\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/utils/testing.py\", line 718, in <module>\n",
-      "    import pytest\n",
-      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
-      "    from _pytest.fixtures import fixture, yield_fixture\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
-      "    class FixtureFunctionMarker(object):\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
-      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
-      "TypeError: attrib() got an unexpected keyword argument 'convert'\n",
-      "\n",
-      "During handling of the above exception, another exception occurred:\n",
-      "\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 2040, in showtraceback\n",
-      "    stb = value._render_traceback_()\n",
-      "AttributeError: 'TypeError' object has no attribute '_render_traceback_'\n",
-      "\n",
-      "During handling of the above exception, another exception occurred:\n",
-      "\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 1101, in get_records\n",
-      "    return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 319, in wrapped\n",
-      "    return f(*args, **kwargs)\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 353, in _fixed_getinnerframes\n",
-      "    records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 1490, in getinnerframes\n",
-      "    frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 1448, in getframeinfo\n",
-      "    filename = getsourcefile(frame) or getfile(frame)\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 696, in getsourcefile\n",
-      "    if getattr(getmodule(object, filename), '__loader__', None) is not None:\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 733, in getmodule\n",
-      "    if ismodule(module) and hasattr(module, '__file__'):\n",
-      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 195, in __getattribute__\n",
-      "    return getattr(getmod(), name)\n",
-      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 179, in getmod\n",
-      "    x = importobj(modpath, None)\n",
-      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 69, in importobj\n",
-      "    module = __import__(modpath, None, None, ['__doc__'])\n",
-      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
-      "    from _pytest.fixtures import fixture, yield_fixture\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
-      "    class FixtureFunctionMarker(object):\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
-      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
-      "TypeError: attrib() got an unexpected keyword argument 'convert'\n"
-     ]
-    },
-    {
-     "ename": "TypeError",
-     "evalue": "attrib() got an unexpected keyword argument 'convert'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import pandas as pd\n",
     "import numpy as np\n",
     "import os\n",
     "import sys\n",
     "import Mixture\n",
-    "import multiprocessing\n",
-    "import matplotlib.pyplot as plt\n",
-    "\n",
-    "#Library to read RDS format\n",
-    "import rpy2\n",
-    "import rpy2.robjects as robjects\n",
-    "from rpy2.robjects import pandas2ri\n",
-    "from rpy2.robjects.conversion import localconverter"
+    "import multiprocessing\n"
    ]
   },
   {
@@ -141,17 +40,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
     "# Read xlsx files\n",
-    "X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0) "
+    "X = pd.read_excel('app/data/TIL10_signature.xlsx', sheet_name = 0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -161,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {
     "scrolled": true
    },
@@ -175,134 +74,132 @@
       "Processing...\n",
       "----------------------------------------------------------------------------------------------------\n",
       "Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "--------------------------------------------------Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gzIter: 1 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
+      "\n",
       "Iter: 1 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gzIter: 2 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gzIter: 2 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
       "\n",
+      "Iter: 2 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
       "Iter: 3 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
       "Iter: 3 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 4 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
       "--------------------------------------------------\n",
-      "Iter: 4 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
       "Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
       "Iter: 2 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gzIter: 1 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
+      "\n",
+      "Iter: 2 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
       "Iter: 2 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
       "Iter: 3 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
+      "Iter: 4 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
       "--------------------------------------------------\n",
+      "Iter: 3 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gzSubject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
-      "Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "Iter: 4 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
       "Iter: 1 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "--------------------------------------------------Iter: 1 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "\n",
+      "Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
       "Iter: 2 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gzIter: 1 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gzIter: 3 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "--------------------------------------------------Iter: 2 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
-      "\n",
-      "Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 2 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
       "Iter: 1 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
       "Iter: 3 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "Iter: 2 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
       "Iter: 3 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
       "Iter: 3 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
       "_____________________________________________________________________\n",
       "Finish nuSvm\n",
       "Finish mixer\n",
       "Get Medias\n",
       "Creating population (Count: 4)...\n",
-      "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
-      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
       "Finish creating population\n",
       "Finish\n",
       "Running mixer with porpulationBased (Count: 5)\n",
       "Normalizing data\n",
       "Processing...\n",
-      "--------------------------------------------------\n",
-      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
       "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 0\n",
-      "Iter: 1 Subject: 3\n",
-      "Iter: 1 Subject: 2\n",
+      "Iter: 1 Subject: 0Iter: 1 Subject: 3\n",
+      "\n",
       "Iter: 1 Subject: 1\n",
+      "Iter: 1 Subject: 2\n",
       "Iter: 2 Subject: 0\n",
-      "Iter: 2 Subject: 3\n",
-      "Iter: 2 Subject: 1\n",
-      "Iter: 3 Subject: 0Iter: 2 Subject: 2\n",
+      "Iter: 2 Subject: 3Iter: 2 Subject: 1\n",
+      "Iter: 2 Subject: 2\n",
       "\n",
-      "Iter: 3 Subject: 3\n",
       "Iter: 3 Subject: 2\n",
       "_____________________________________________________________________\n",
       "Finish nuSvm\n",
@@ -318,23 +215,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "14"
+       "array([0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
+       "       0.        , 0.        , 0.        , 0.        , 0.        ])"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "type(result)\n",
-    "len(result.Subjects[0].MIXprop[0])"
+    "oo = result.Subjects[0].MIXprop[0].to_numpy(copy = True)\n",
+    "oo[0]"
    ]
   },
   {
@@ -349,7 +247,9 @@
   {
    "cell_type": "code",
    "execution_count": 37,
-   "metadata": {},
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "data": {
@@ -1007,7 +907,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.0"
   }
  },
  "nbformat": 4,
diff --git a/Test Beta List.ipynb b/Test Beta List.ipynb
index 9d9cadd..081f32a 100644
--- a/Test Beta List.ipynb	
+++ b/Test Beta List.ipynb	
@@ -2,100 +2,18 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "ERROR:root:Internal Python error in the inspect module.\n",
-      "Below is the traceback from this internal error.\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 3326, in run_code\n",
-      "    exec(code_obj, self.user_global_ns, self.user_ns)\n",
-      "  File \"<ipython-input-22-56a170eac394>\", line 5, in <module>\n",
-      "    import Mixture\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/__init__.py\", line 7, in <module>\n",
-      "    from Mixture.Mixer import Mixer\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/Mixer.py\", line 8, in <module>\n",
-      "    from Mixture.nuSvmRobust import nuSvmRobust\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/nuSvmRobust.py\", line 12, in <module>\n",
-      "    from Mixture import tuneSvmForDeconv\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/Mixture/tuneSvmForDeconv.py\", line 8, in <module>\n",
-      "    from sklearn.svm import NuSVR\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/__init__.py\", line 13, in <module>\n",
-      "    from .classes import SVC, NuSVC, SVR, NuSVR, OneClassSVM, LinearSVC, \\\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/classes.py\", line 4, in <module>\n",
-      "    from .base import _fit_liblinear, BaseSVC, BaseLibSVM\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/svm/base.py\", line 9, in <module>\n",
-      "    from ..preprocessing import LabelEncoder\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/__init__.py\", line 6, in <module>\n",
-      "    from ._function_transformer import FunctionTransformer\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/preprocessing/_function_transformer.py\", line 5, in <module>\n",
-      "    from ..utils.testing import assert_allclose_dense_sparse\n",
-      "  File \"/home/matias/.local/lib/python3.6/site-packages/sklearn/utils/testing.py\", line 718, in <module>\n",
-      "    import pytest\n",
-      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
-      "    from _pytest.fixtures import fixture, yield_fixture\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
-      "    class FixtureFunctionMarker(object):\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
-      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
-      "TypeError: attrib() got an unexpected keyword argument 'convert'\n",
-      "\n",
-      "During handling of the above exception, another exception occurred:\n",
-      "\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py\", line 2040, in showtraceback\n",
-      "    stb = value._render_traceback_()\n",
-      "AttributeError: 'TypeError' object has no attribute '_render_traceback_'\n",
-      "\n",
-      "During handling of the above exception, another exception occurred:\n",
-      "\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 1101, in get_records\n",
-      "    return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 319, in wrapped\n",
-      "    return f(*args, **kwargs)\n",
-      "  File \"/usr/local/lib/python3.6/dist-packages/IPython/core/ultratb.py\", line 353, in _fixed_getinnerframes\n",
-      "    records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 1490, in getinnerframes\n",
-      "    frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 1448, in getframeinfo\n",
-      "    filename = getsourcefile(frame) or getfile(frame)\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 696, in getsourcefile\n",
-      "    if getattr(getmodule(object, filename), '__loader__', None) is not None:\n",
-      "  File \"/usr/lib/python3.6/inspect.py\", line 733, in getmodule\n",
-      "    if ismodule(module) and hasattr(module, '__file__'):\n",
-      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 195, in __getattribute__\n",
-      "    return getattr(getmod(), name)\n",
-      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 179, in getmod\n",
-      "    x = importobj(modpath, None)\n",
-      "  File \"/usr/lib/python3/dist-packages/py/_vendored_packages/apipkg.py\", line 69, in importobj\n",
-      "    module = __import__(modpath, None, None, ['__doc__'])\n",
-      "  File \"/usr/lib/python3/dist-packages/pytest.py\", line 13, in <module>\n",
-      "    from _pytest.fixtures import fixture, yield_fixture\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 842, in <module>\n",
-      "    class FixtureFunctionMarker(object):\n",
-      "  File \"/usr/lib/python3/dist-packages/_pytest/fixtures.py\", line 844, in FixtureFunctionMarker\n",
-      "    params = attr.ib(convert=attr.converters.optional(tuple))\n",
-      "TypeError: attrib() got an unexpected keyword argument 'convert'\n"
-     ]
-    },
-    {
-     "ename": "TypeError",
-     "evalue": "attrib() got an unexpected keyword argument 'convert'",
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'rpy2'",
      "output_type": "error",
      "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m"
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-3-fc8fff23eaa0>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[1;31m#Library to read RDS format\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     10\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     11\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
      ]
     }
    ],
@@ -106,7 +24,6 @@
     "import sys\n",
     "import Mixture\n",
     "import multiprocessing\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
     "#Library to read RDS format\n",
     "import rpy2\n",
@@ -151,29 +68,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Running mixer with subjects (Count: 1001)...\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish mixer\n",
-      "Get Medias\n",
-      "Creating population (Count: 1000)...\n",
-      "Finish creating population\n",
-      "Finish\n",
-      "Running mixer with porpulationBased (Count: 1001)\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish\n"
+     "ename": "NameError",
+     "evalue": "name 'robjects' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-2-c24dc6236f18>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m# Read RDS file\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mreadRDS\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mr\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'readRDS'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      3\u001b[0m \u001b[0mdf\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mreadRDS\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'data/betas.list.rds'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[1;32mwith\u001b[0m \u001b[0mlocalconverter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdefault_converter\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconverter\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0mdf\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconversion\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrpy2py\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mNameError\u001b[0m: name 'robjects' is not defined"
      ]
     }
    ],
@@ -190,13 +96,41 @@
     "vector = [x[2] for x in subject]\n",
     "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
     "Y = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "Y.insert(0, 'Gene symbol', df[0][2].rownames)\n",
-    "\n",
+    "Y.insert(0, 'Gene symbol', df[0][2].rownames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "# Run Mixer Function\n",
     "if __name__ == '__main__':\n",
     "    result, pValues = Mixture.Mixture(X, Y , cores, iters, output)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'result' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-1-0ac921c19f1a>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mresult\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m: name 'result' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "result"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 5,
@@ -294,7 +228,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.0"
   }
  },
  "nbformat": 4,
diff --git a/Test Dash.ipynb b/Test Dash.ipynb
index 3c33e17..c90f5ca 100644
--- a/Test Dash.ipynb	
+++ b/Test Dash.ipynb	
@@ -2,89 +2,3603 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 87,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import dash\n",
-    "import dash_core_components as dcc\n",
-    "import dash_html_components as html\n",
+    "from random import seed\n",
+    "from random import sample \n",
+    "from random import randint\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
     "\n",
-    "external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']\n",
-    "\n",
-    "app = dash.Dash(__name__, external_stylesheets=external_stylesheets)\n",
-    "\n",
-    "app.layout = html.Div(children=[\n",
-    "    html.H1(children='Hello Dash'),\n",
+    "seed(123)\n",
+    "from joblib import Parallel, delayed\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "n = 22\n",
+    "a = 2\n",
+    "b = 4"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 89,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2"
+      ]
+     },
+     "execution_count": 89,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ns = randint(a, b)\n",
+    "ns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0.38890766, 0.87898467])"
+      ]
+     },
+     "execution_count": 90,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "r = np.random.uniform(1, 0.2, ns)\n",
+    "r"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0.13532849, 0.10507154, 0.05367359, 0.16072826, 0.11345146,\n",
+       "       0.08576837, 0.08939794, 0.08731246, 0.07516899, 0.09409891])"
+      ]
+     },
+     "execution_count": 91,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "rn = r/r.sum()\n",
+    "rn"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 92,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[15, 1, 9, 10, 16, 20, 3, 13, 18, 17]"
+      ]
+     },
+     "execution_count": 92,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "id = sample(range(n-1), ns)\n",
+    "id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 93,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+       "       0., 0., 0., 0., 0.])"
+      ]
+     },
+     "execution_count": 93,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "betas = np.repeat(.0, n, axis=0)\n",
+    "betas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 94,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([0.        , 0.10507154, 0.        , 0.08939794, 0.        ,\n",
+       "       0.        , 0.        , 0.        , 0.        , 0.05367359,\n",
+       "       0.16072826, 0.        , 0.        , 0.08731246, 0.        ,\n",
+       "       0.13532849, 0.11345146, 0.09409891, 0.07516899, 0.        ,\n",
+       "       0.08576837, 0.        ])"
+      ]
+     },
+     "execution_count": 94,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "for index, i in enumerate(id, start = 0):\n",
+    "    betas[i] = rn[index]\n",
     "\n",
-    "    html.Div(children='''\n",
-    "        Dash: A web application framework for Python.\n",
-    "    '''),\n",
+    "betas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read xlsx files\n",
+    "df = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0) \n",
+    "X = df.iloc[:, 1:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Gene symbol                       ABCB9\n",
+       "B cells naive                   15.6035\n",
+       "B cells memory                  22.0948\n",
+       "Plasma cells                    653.392\n",
+       "T cells CD8                     24.2237\n",
+       "T cells CD4 naive               35.6715\n",
+       "T cells CD4 memory resting      30.0482\n",
+       "T cells CD4 memory activated    38.4554\n",
+       "T cells follicular helper       17.6048\n",
+       "T cells regulatory (Tregs)      46.0737\n",
+       "T cells gamma delta             19.7157\n",
+       "NK cells resting                21.8637\n",
+       "NK cells activated              16.3961\n",
+       "Monocytes                       20.3094\n",
+       "Macrophages M0                  56.2519\n",
+       "Macrophages M1                  29.3809\n",
+       "Macrophages M2                  40.3903\n",
+       "Dendritic cells resting         123.993\n",
+       "Dendritic cells activated       23.3846\n",
+       "Mast cells resting              53.4668\n",
+       "Mast cells activated            23.6157\n",
+       "Eosinophils                     29.7864\n",
+       "Neutrophils                     33.6791\n",
+       "Name: 1, dtype: object"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.iloc[1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 97,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "A = np.dot(X, betas)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([3.64495908e+01, 4.22783227e+01, 3.10001891e+02, 3.97910579e+01,\n",
+       "       4.57393984e+03, 2.75130638e+02, 1.38451303e+03, 9.91798876e+01,\n",
+       "       1.18249167e+03, 2.39467655e+03, 6.97628858e+02, 4.30762203e+02,\n",
+       "       6.07107536e+02, 8.94301884e+01, 2.12876501e+01, 2.03861609e+02,\n",
+       "       4.85648752e+02, 1.89871496e+03, 6.30441829e+02, 2.50583798e+01,\n",
+       "       8.02021157e+02, 4.03031405e+02, 1.09522926e+02, 7.36045327e+01,\n",
+       "       1.39981516e+02, 2.93931001e+02, 5.37562078e+02, 1.41070256e+01,\n",
+       "       1.93507322e+02, 3.52388704e+02, 1.07814375e+03, 3.31330425e+01,\n",
+       "       7.20313275e+02, 2.44658402e+03, 1.65069343e+02, 9.63461923e+01,\n",
+       "       2.71480501e+01, 6.90416007e+02, 1.44090207e+03, 3.70730252e+02,\n",
+       "       6.12919981e+02, 2.57255637e+02, 3.94107038e+02, 1.74548215e+01,\n",
+       "       1.78580963e+02, 2.36982874e+01, 1.50392977e+02, 1.16424620e+03,\n",
+       "       1.90771138e+03, 1.27222098e+03, 5.00673165e+01, 2.27420818e+01,\n",
+       "       3.85613555e+02, 3.27468867e+01, 4.78681691e+01, 4.40133852e+01,\n",
+       "       1.91186440e+03, 4.44845560e+02, 1.02428915e+03, 2.32621350e+03,\n",
+       "       3.91206585e+02, 1.62429759e+02, 3.74763349e+03, 9.48756489e+02,\n",
+       "       4.44517363e+03, 5.51738676e+03, 1.16786123e+02, 5.82744048e+02,\n",
+       "       4.86217865e+02, 8.19197158e+01, 2.14326201e+02, 6.24858415e+02,\n",
+       "       8.73657437e+02, 8.99054667e+01, 2.26912124e+03, 7.57763000e+02,\n",
+       "       6.86257228e+02, 6.91185798e+02, 2.01467391e+03, 2.16334807e+03,\n",
+       "       1.52177158e+03, 9.78280002e+01, 1.18318298e+03, 2.24673890e+03,\n",
+       "       7.32255113e+02, 2.98945640e+02, 6.51562242e+02, 3.64595530e+03,\n",
+       "       1.18212823e+03, 1.69087422e+02, 1.62393605e+03, 2.72196345e+02,\n",
+       "       2.77509571e+03, 8.44311058e+02, 2.08802443e+03, 9.00678027e+02,\n",
+       "       4.32569507e+02, 1.72561585e+03, 1.05817482e+03, 6.60986626e+01,\n",
+       "       3.22215844e+02, 3.53226060e+02, 7.60323048e+02, 1.99705407e+03,\n",
+       "       5.14327377e+02, 2.97270715e+02, 5.62744554e+01, 1.20770127e+03,\n",
+       "       6.41208740e+02, 6.44014341e+02, 1.19351381e+03, 1.22206047e+03,\n",
+       "       3.50706577e+02, 6.59747843e+02, 1.39400445e+02, 1.56639352e+01,\n",
+       "       3.75655196e+01, 5.81292661e+01, 4.17716402e+01, 1.40544422e+02,\n",
+       "       3.81383797e+02, 2.90057344e+01, 3.49806733e+02, 1.21667768e+03,\n",
+       "       2.71400575e+02, 5.62200437e+02, 4.22500376e+02, 2.76358940e+03,\n",
+       "       9.44359303e+00, 1.43604692e+03, 6.12425815e+02, 1.62946110e+03,\n",
+       "       1.60366519e+03, 1.09548326e+03, 1.63358831e+02, 1.97545672e+02,\n",
+       "       1.35143323e+02, 2.45950979e+03, 1.12114133e+02, 6.97809858e+01,\n",
+       "       5.01973859e+01, 3.37513143e+02, 3.26597841e+01, 1.03135917e+02,\n",
+       "       3.12138234e+01, 2.12747897e+02, 3.80336095e+03, 1.93926203e+01,\n",
+       "       5.62002085e+02, 1.80436165e+03, 1.28522305e+03, 4.01584483e+02,\n",
+       "       1.60013818e+01, 2.11902913e+02, 5.35936066e+02, 4.61891885e+02,\n",
+       "       2.26222796e+02, 2.71873850e+02, 5.24132809e+01, 1.60275101e+02,\n",
+       "       4.58572342e+01, 1.16966791e+03, 4.58498712e+02, 3.27330063e+01,\n",
+       "       1.62950663e+02, 5.16770480e+02, 7.32436353e+02, 2.56986530e+01,\n",
+       "       1.29336540e+02, 4.76648595e+02, 2.42576808e+02, 2.14966830e+02,\n",
+       "       9.82239411e+02, 1.17750647e+02, 6.68832024e+01, 9.57634765e+02,\n",
+       "       5.00145663e+02, 6.62882117e+02, 3.71025792e+01, 1.44759780e+03,\n",
+       "       5.09881220e+02, 1.67510187e+03, 7.18303859e+02, 4.73033200e+02,\n",
+       "       7.20817053e+01, 9.96061672e+01, 8.21654673e+01, 3.39611224e+02,\n",
+       "       2.29052726e+02, 2.01666678e+03, 5.82312407e+01, 1.22500703e+02,\n",
+       "       1.83968814e+02, 3.41363282e+01, 1.53548690e+03, 3.80893827e+02,\n",
+       "       4.37768699e+01, 9.83783016e+02, 2.29972776e+02, 1.09321614e+03,\n",
+       "       2.62155008e+02, 6.48186888e+02, 4.14417417e+02, 2.60355085e+02,\n",
+       "       1.29677763e+02, 5.79718492e+01, 2.00491784e+02, 6.64223944e+02,\n",
+       "       6.84966302e+02, 7.09383158e+01, 7.33713187e+02, 1.13394858e+02,\n",
+       "       1.72540075e+03, 2.45378926e+01, 2.24213237e+02, 1.64792231e+02,\n",
+       "       2.59117269e+02, 7.40494697e+01, 1.35538968e+02, 6.16452938e+00,\n",
+       "       2.31063694e+02, 7.51205109e+01, 2.43418529e+01, 2.79287662e+02,\n",
+       "       4.28516269e+03, 1.83999681e+02, 7.74985943e+00, 5.79622247e+02,\n",
+       "       5.64658233e+02, 1.42701224e+03, 4.43898439e+01, 1.57922566e+01,\n",
+       "       1.76197178e+03, 5.37148481e+02, 9.21441807e+01, 1.88999870e+02,\n",
+       "       1.26604388e+03, 1.99137884e+01, 3.60025312e+03, 3.10049628e+03,\n",
+       "       3.25360067e+03, 2.02899216e+03, 7.68265671e+02, 1.25364288e+02,\n",
+       "       2.34401309e+03, 9.22459333e+02, 1.21075334e+02, 7.75974294e+02,\n",
+       "       9.47592660e+00, 2.40337082e+01, 5.49005464e+01, 6.49535839e+02,\n",
+       "       7.93529992e+02, 2.49731466e+03, 4.63466288e+01, 3.22810258e+02,\n",
+       "       6.73485060e+01, 1.79739548e+03, 1.77388731e+02, 4.11314614e+02,\n",
+       "       1.66000883e+02, 8.52934057e+01, 1.66532278e+02, 2.62250009e+01,\n",
+       "       2.29566894e+03, 6.20660704e+02, 2.83240958e+01, 1.51954006e+02,\n",
+       "       3.34792014e+02, 3.39847621e+01, 1.65996028e+03, 3.77931154e+03,\n",
+       "       1.02741414e+03, 1.35028496e+03, 2.81393821e+02, 1.40870664e+02,\n",
+       "       1.11894417e+01, 4.59203657e+02, 1.49010851e+03, 3.26693806e+02,\n",
+       "       9.16699648e+02, 2.02033436e+02, 9.08045997e+01, 5.64268140e+00,\n",
+       "       3.01770848e+02, 4.21756478e+03, 1.91099902e+01, 1.66165494e+01,\n",
+       "       1.34977176e+03, 1.64407111e+01, 1.18237072e+02, 1.19347892e+02,\n",
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+       "       4.62949839e+01, 4.15894451e+02, 8.60343854e+02, 1.06330886e+03,\n",
+       "       2.12128696e+02, 4.69702928e+02, 1.04172462e+01, 8.83298548e+02,\n",
+       "       3.96543385e+02, 8.55770723e+02, 1.22741750e+01, 1.00445852e+02,\n",
+       "       2.10640619e+03, 4.52690148e+02, 4.17912742e+01, 1.44664488e+02,\n",
+       "       2.13813054e+02, 1.73216639e+01, 1.89523618e+02, 4.81085332e+02,\n",
+       "       3.21473107e+01, 6.24414711e+02, 7.93919354e+02, 1.84625088e+01,\n",
+       "       4.36830017e+02, 3.10260145e+02, 4.38726157e+01, 6.12241864e+02,\n",
+       "       1.77090285e+01, 3.63197831e+01, 3.01265448e+01, 1.09408207e+03,\n",
+       "       4.72998024e+02, 1.79499366e+02, 2.71699858e+01, 6.44442435e+01,\n",
+       "       8.33743285e+01, 7.97099264e+02, 1.23923902e+02, 3.37631394e+02,\n",
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+       "       7.67333380e+01, 9.67915036e+01, 4.09078404e+01, 6.54639168e+01,\n",
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+       "       8.52850433e+01, 6.79035776e+02, 4.60976691e+01, 6.87281947e+01,\n",
+       "       1.67682672e+01, 6.48941808e+02, 4.23710959e+02, 5.46754497e+01,\n",
+       "       1.06509047e+02, 1.38052766e+02, 7.35493906e+00, 1.28759153e+01,\n",
+       "       1.23768677e+02, 1.49135708e+02, 2.61884343e+02, 3.53796456e+01,\n",
+       "       3.67736951e+02, 1.03549728e+02, 2.88731962e+01, 1.16351856e+03,\n",
+       "       1.28465968e+02, 1.67116628e+02, 4.36891233e+01, 6.81988258e+02,\n",
+       "       5.16966010e+01, 4.92008916e+02, 5.19047104e+01, 1.09071874e+02,\n",
+       "       1.42606205e+02, 4.29591212e+01, 5.00416160e+01])"
+      ]
+     },
+     "execution_count": 98,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "A"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 237,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "seed(123)\n",
+    "def createBetas (X, a, b, n):\n",
+    "    ns = randint(a, b)\n",
+    "    r = np.random.uniform(1, 0.2, ns)\n",
+    "    rn = r/r.sum()\n",
+    "    id = sample(range(n), ns)\n",
+    "    betas = np.repeat(.0, n, axis=0)\n",
+    "    for index, i in enumerate(id, start = 0):\n",
+    "        betas[i] = rn[index]\n",
+    "        \n",
+    "    vector = X.to_numpy(copy=True)    \n",
+    "    vector = vector.flatten()\n",
+    "        \n",
+    "    A = np.dot(X, betas)\n",
+    "    AA = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))].T\n",
+    "    \n",
+    "    return betas,id,A, AA\n",
     "\n",
-    "    dcc.Graph(\n",
-    "        id='example-graph',\n",
-    "        figure={\n",
-    "            'data': [\n",
-    "                {'x': [1, 2, 3], 'y': [4, 1, 2], 'type': 'bar', 'name': 'SF'},\n",
-    "                {'x': [1, 2, 3], 'y': [2, 4, 5], 'type': 'bar', 'name': u'Montréal'},\n",
-    "            ],\n",
-    "            'layout': {\n",
-    "                'title': 'Dash Data Visualization'\n",
-    "            }\n",
-    "        }\n",
-    "    )\n",
-    "])\n",
-    "\n"
+    "a = Parallel(n_jobs=4, backend='threading')(delayed(createBetas)(X = X, a = 2, b = 8, n = len(X.columns)) for i in range(1000))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 253,
+   "metadata": {},
+   "outputs": [
+    {
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+       "      <th>0</th>\n",
+       "      <td>19.306564</td>\n",
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+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>60.015196</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>15.299851</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>54.330309</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>436.580027</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>19.152438</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>1462.503330</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>25.960260</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>98.033734</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>85.361271</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>78.785183</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>75.783623</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>3.949271</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>248.213136</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>114.636747</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>5.598819</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>13.298277</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>37.957142</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>97.298796</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>162.158759</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>62.562282</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>187.512446</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>296.299431</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>33.819116</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>238.011976</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>21.126269</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>29.401365</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>14.230474</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>7.214040</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>13.601895</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>517</th>\n",
+       "      <td>249.207252</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>518</th>\n",
+       "      <td>5.382741</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>519</th>\n",
+       "      <td>61.549068</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>520</th>\n",
+       "      <td>4.767545</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>521</th>\n",
+       "      <td>106.582502</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>522</th>\n",
+       "      <td>145.924869</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>523</th>\n",
+       "      <td>1253.630786</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>524</th>\n",
+       "      <td>22.143332</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525</th>\n",
+       "      <td>19.860610</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>526</th>\n",
+       "      <td>11.767337</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>527</th>\n",
+       "      <td>25.369550</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>528</th>\n",
+       "      <td>77.857282</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>529</th>\n",
+       "      <td>197.373283</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>530</th>\n",
+       "      <td>395.638103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>531</th>\n",
+       "      <td>181.012277</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>532</th>\n",
+       "      <td>27.072563</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>533</th>\n",
+       "      <td>9.891782</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>534</th>\n",
+       "      <td>186.023929</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>535</th>\n",
+       "      <td>62.754688</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>536</th>\n",
+       "      <td>400.905778</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>537</th>\n",
+       "      <td>5302.661793</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>538</th>\n",
+       "      <td>48.524604</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>539</th>\n",
+       "      <td>12.988397</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>540</th>\n",
+       "      <td>7209.224512</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>541</th>\n",
+       "      <td>4792.729376</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>542</th>\n",
+       "      <td>6.045929</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>543</th>\n",
+       "      <td>292.520251</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>544</th>\n",
+       "      <td>39.482714</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>545</th>\n",
+       "      <td>89.489942</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>546</th>\n",
+       "      <td>20.591084</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>547 rows × 1 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              0\n",
+       "0     19.306564\n",
+       "1     60.015196\n",
+       "2     15.299851\n",
+       "3     54.330309\n",
+       "4    436.580027\n",
+       "..          ...\n",
+       "542    6.045929\n",
+       "543  292.520251\n",
+       "544   39.482714\n",
+       "545   89.489942\n",
+       "546   20.591084\n",
+       "\n",
+       "[547 rows x 1 columns]"
+      ]
+     },
+     "execution_count": 253,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.DataFrame(vector[sample(range(len(vector)), len(X.index))])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 254,
+   "metadata": {},
+   "outputs": [
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+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>5.639101</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>9.129397</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>288.716557</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>57.026752</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>6.391585</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>277.764757</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>14.267989</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>35.172248</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>13.355912</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>486.748873</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>35.535284</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>4.525700</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>509.915953</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>756.551645</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>271.506750</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>12.649046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>73.331962</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.629185</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>1048.389642</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>175.169911</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>265.175170</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>133.363067</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>7038.536622</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>10.056649</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>602.972626</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>26.176643</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>34.488729</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>91.899760</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>12.955610</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>14.622089</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>517</th>\n",
+       "      <td>45.648224</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>518</th>\n",
+       "      <td>81.267259</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>519</th>\n",
+       "      <td>17.888376</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>520</th>\n",
+       "      <td>46.071255</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>521</th>\n",
+       "      <td>219.643729</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>522</th>\n",
+       "      <td>450.645984</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>523</th>\n",
+       "      <td>68.461406</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>524</th>\n",
+       "      <td>1237.551580</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525</th>\n",
+       "      <td>1518.573945</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>526</th>\n",
+       "      <td>10.207179</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>527</th>\n",
+       "      <td>29.367035</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>528</th>\n",
+       "      <td>8.288872</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>529</th>\n",
+       "      <td>32.155629</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>530</th>\n",
+       "      <td>101.408852</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>531</th>\n",
+       "      <td>40.809827</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>532</th>\n",
+       "      <td>129.370385</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>533</th>\n",
+       "      <td>21.777774</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>534</th>\n",
+       "      <td>116.286302</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>535</th>\n",
+       "      <td>75.177147</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>536</th>\n",
+       "      <td>67.999459</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>537</th>\n",
+       "      <td>14.523507</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>538</th>\n",
+       "      <td>646.721665</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>539</th>\n",
+       "      <td>34.389387</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>540</th>\n",
+       "      <td>79.608261</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>541</th>\n",
+       "      <td>9.656742</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>542</th>\n",
+       "      <td>162.104588</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>543</th>\n",
+       "      <td>14.960164</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>544</th>\n",
+       "      <td>29.605474</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>545</th>\n",
+       "      <td>7.932019</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>546</th>\n",
+       "      <td>26.914716</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>547 rows × 1 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              0\n",
+       "0      5.639101\n",
+       "1      9.129397\n",
+       "2    288.716557\n",
+       "3     57.026752\n",
+       "4      6.391585\n",
+       "..          ...\n",
+       "542  162.104588\n",
+       "543   14.960164\n",
+       "544   29.605474\n",
+       "545    7.932019\n",
+       "546   26.914716\n",
+       "\n",
+       "[547 rows x 1 columns]"
+      ]
+     },
+     "execution_count": 254,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.DataFrame(vector[sample(range(len(vector)), len(X.index))].T)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 240,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
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+       "       1.62655266e+03, 1.66405935e+02, 7.70255377e+00, 1.64300791e+03,\n",
+       "       9.54769345e+01, 4.28064645e+02, 1.05730183e+01, 5.11293561e+02,\n",
+       "       3.15147071e+01, 1.15435034e+02, 8.53978190e+01, 8.02912243e+01,\n",
+       "       1.00283765e+03, 2.22857745e+02, 2.42713346e+01, 5.97089892e+01,\n",
+       "       4.07744587e+03, 1.44527592e+01, 3.06988020e+02, 9.75315804e+00,\n",
+       "       2.45951217e+02, 2.92459001e+03, 5.13461533e+03, 3.76904993e+02,\n",
+       "       3.62476739e+02, 1.63885716e+03, 1.03095218e+02, 6.19162838e+02,\n",
+       "       2.20601483e+01, 1.10075989e+02, 1.28200791e+02, 1.16102903e+04,\n",
+       "       3.67404816e+02, 6.75869791e+02, 3.62588709e+01, 6.86619453e+01,\n",
+       "       1.35275358e+02, 7.40644170e+00, 9.22770167e+01, 3.75763273e+01,\n",
+       "       2.55642027e+00, 5.90536698e+01, 9.86915704e+01, 9.14933763e+00,\n",
+       "       2.35906212e+02, 5.78350452e+00, 3.23616644e+03, 1.71430295e+02,\n",
+       "       5.16787158e+01, 5.87557995e+01, 3.40883424e+02, 1.15672162e+02,\n",
+       "       4.36789768e+01, 2.69757791e+01, 1.83201572e+01, 2.88512132e+01,\n",
+       "       6.18301694e+01, 3.33514277e+01, 1.67922244e+02, 1.25123372e+02,\n",
+       "       6.27504910e+01, 2.03309175e+01, 8.27709579e+00, 3.34114142e+01,\n",
+       "       8.07030591e+01, 1.11151976e+02, 1.56290481e+01, 3.04704907e+01,\n",
+       "       4.12165871e+01, 1.99474334e+01, 4.94511184e+00, 1.70898650e+02,\n",
+       "       4.89050143e+01, 3.53989976e+02, 2.20447246e+01, 3.40487377e+01,\n",
+       "       3.52446514e+01, 1.35489208e+03, 3.59615352e+02, 1.80859446e+04,\n",
+       "       9.23458521e+02, 1.23555583e+02, 7.12981404e+01, 5.89033813e+03,\n",
+       "       4.66986930e+01, 1.31885382e+02, 5.70807967e+01, 2.01993615e+03,\n",
+       "       1.65470061e+01, 9.08381039e+02, 4.79272938e+03, 1.22499758e+03,\n",
+       "       1.05314406e+02, 4.77005768e+03, 1.13215121e+03, 8.56836956e+00,\n",
+       "       3.70275261e+02, 4.96445567e+02, 2.42051776e+02, 6.63473323e+02,\n",
+       "       1.28967243e+02, 1.23385104e+02, 9.87176580e+01, 2.85932126e+03,\n",
+       "       1.92716664e+01, 5.46433408e+01, 3.14257927e+01, 4.72827855e+01,\n",
+       "       2.09421582e+01, 9.46356976e+00, 3.07495380e+01, 1.16231671e+01,\n",
+       "       6.33289001e+00, 1.56939150e+02, 7.61529530e+01, 6.61380020e+01,\n",
+       "       7.77583836e+01, 3.67895972e+00, 5.50270933e+02, 1.10902512e+01,\n",
+       "       8.28887225e+00, 1.00571545e+01, 4.87566321e+02, 1.76232313e+03,\n",
+       "       5.54673111e+01, 2.54141082e+03, 7.65971252e+01, 2.37888031e+02,\n",
+       "       1.31147817e+01, 8.81562775e+02, 1.64595498e+01, 9.48838501e+02,\n",
+       "       1.62395433e+01, 7.95027696e+02, 9.38561910e+01, 2.72866959e+01,\n",
+       "       9.08297534e+01, 1.03366561e+02, 6.63353559e+03, 4.55163413e+01,\n",
+       "       1.47432411e+01, 1.37440137e+02, 1.38457377e+02, 6.62773191e+00,\n",
+       "       3.74021606e+00, 6.83961763e+02, 1.95889633e+03, 4.30656233e+01,\n",
+       "       1.80619473e+01, 1.29666935e+01, 1.26567060e+02, 1.20128362e+02,\n",
+       "       7.61597024e+01, 3.00104521e+02, 6.46999291e+00, 9.05816753e+02,\n",
+       "       1.37922284e+02, 8.56564501e+00, 5.67355603e+01, 3.29347140e+01,\n",
+       "       8.63466954e+02, 4.31155599e+01, 6.86943561e+00, 1.93400366e+00,\n",
+       "       5.53719829e+02, 2.73948376e+01, 3.01320631e+02, 1.32288224e+02,\n",
+       "       6.15574234e+02, 8.51507763e+01, 1.65095489e+02, 6.68282562e+00,\n",
+       "       1.04622005e+01, 3.76155734e+02, 8.43261530e+01])"
+      ]
+     },
+     "execution_count": 240,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "vector[sample(range(len(vector)), len(X.index))]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 238,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
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+       "        vertical-align: top;\n",
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+       "    .dataframe thead th {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>[0.0, 0.0, 0.6517065796118466, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[8, 2]</td>\n",
+       "      <td>[7.437324337689693, 441.8672306909248, 720.180...</td>\n",
+       "      <td>[106.57269282768969, 479.7158752009248, 1177.5...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>[0.0, 0.13898433996753456, 0.0, 0.049382072387...</td>\n",
+       "      <td>[13, 8, 3, 1, 12, 10, 16, 21]</td>\n",
+       "      <td>[23.559310430595982, 45.35942367168521, 656.67...</td>\n",
+       "      <td>[53.607502860595986, 373.8104465716852, 3800.6...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.19410349819697006, 0.80...</td>\n",
+       "      <td>[5, 4]</td>\n",
+       "      <td>[6.862839001942861, 31.13969749249658, 1090.62...</td>\n",
+       "      <td>[271.46441530194284, 424.30538999249654, 1099....</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.14626882648250547,...</td>\n",
+       "      <td>[17, 10, 7, 5]</td>\n",
+       "      <td>[7.697763906305095, 22.511160375666805, 549.93...</td>\n",
+       "      <td>[270.5063414063051, 1539.3047233756668, 921.76...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>[0.17498761780341354, 0.0, 0.12753547940283402...</td>\n",
+       "      <td>[20, 17, 2, 0, 21, 19, 11, 16]</td>\n",
+       "      <td>[112.85660879968599, 108.46770759701089, 280.6...</td>\n",
+       "      <td>[114.90963894968598, 117.96570182501088, 322.5...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>[0.0, 0.12898291118867425, 0.0, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[14, 16, 13, 21, 1, 17, 7]</td>\n",
+       "      <td>[30.515789989216593, 46.166588985202466, 269.1...</td>\n",
+       "      <td>[271.9412272892166, 3047.5559719852026, 311.72...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.6111690602524854, ...</td>\n",
+       "      <td>[20, 5]</td>\n",
+       "      <td>[10.370923303212372, 29.946415682669283, 834.3...</td>\n",
+       "      <td>[283.35998050321234, 117.99746588266929, 857.9...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[11, 10]</td>\n",
+       "      <td>[8.019140831555827, 18.470528232528736, 435.02...</td>\n",
+       "      <td>[8190.537965831556, 2345.6311632325287, 453.60...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>[0.23499772698676508, 0.0, 0.0, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[0, 20, 6, 18, 13, 14, 11]</td>\n",
+       "      <td>[141.4087851164989, 31.982633922220955, 246.14...</td>\n",
+       "      <td>[155.4302450964989, 178.60620332222095, 275.50...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.2677735580289679, 0.0, 0.0, ...</td>\n",
+       "      <td>[3, 14, 21, 17]</td>\n",
+       "      <td>[11.860801317832475, 28.6348949567844, 536.554...</td>\n",
+       "      <td>[33.039282697832476, 21789.235174956782, 596.4...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>[0.0, 0.3116093334234244, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[12, 9, 13, 1]</td>\n",
+       "      <td>[8.660653011861074, 34.74966908624369, 186.968...</td>\n",
+       "      <td>[266.79572021186107, 236.0168783862437, 17957....</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.23885975288393008,...</td>\n",
+       "      <td>[19, 5, 17, 8, 21, 14]</td>\n",
+       "      <td>[15.619053553007767, 30.029557714462612, 575.8...</td>\n",
+       "      <td>[24.441109287007766, 155.49575671446263, 592.3...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>[0.04524647803989039, 0.17515718233214075, 0.0...</td>\n",
+       "      <td>[0, 6, 15, 4, 1, 14, 10, 19]</td>\n",
+       "      <td>[50.88363115086692, 27.704940026403108, 532.79...</td>\n",
+       "      <td>[306.8220865508669, 81.8811959164031, 548.0782...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1392619715404...</td>\n",
+       "      <td>[6, 14, 20, 12, 7]</td>\n",
+       "      <td>[10.328320350054447, 24.98092042752626, 581.88...</td>\n",
+       "      <td>[21.379609280054446, 115.81067387752626, 1024....</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.06399263660429665, 0.0, 0.27...</td>\n",
+       "      <td>[3, 15, 10, 20, 5]</td>\n",
+       "      <td>[36.723515034694394, 30.462658713319087, 589.4...</td>\n",
+       "      <td>[8825.320642034694, 87.10105787331909, 6479.82...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[17, 11, 9]</td>\n",
+       "      <td>[5.90144702424476, 19.146990893222302, 262.390...</td>\n",
+       "      <td>[457.3507802242448, 26.5291992922223, 312.2928...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.30243447933012296, 0.0, 0.0,...</td>\n",
+       "      <td>[15, 10, 3]</td>\n",
+       "      <td>[40.8814243853464, 27.741347122652883, 540.391...</td>\n",
+       "      <td>[707.6908719853463, 53.47160194265288, 6327.45...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>[0.0, 0.0, 0.2168556904906866, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[21, 19, 8, 6, 2, 17]</td>\n",
+       "      <td>[10.265742118556467, 168.40509413709117, 585.5...</td>\n",
+       "      <td>[545.0718689185564, 181.22024748709117, 945.66...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.49417210...</td>\n",
+       "      <td>[7, 21]</td>\n",
+       "      <td>[10.737610067009642, 25.735650588454817, 848.9...</td>\n",
+       "      <td>[290.42556356700965, 36.91635942845482, 2463.9...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0755685411836...</td>\n",
+       "      <td>[16, 6, 14, 18, 17, 21]</td>\n",
+       "      <td>[26.35626527573207, 47.40151135381247, 148.394...</td>\n",
+       "      <td>[45.24131381573207, 2558.6353213538127, 156.29...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>[0.10205763063494455, 0.0, 0.0, 0.118783893014...</td>\n",
+       "      <td>[16, 5, 6, 14, 21, 9, 3, 0]</td>\n",
+       "      <td>[76.96706679926137, 37.216750349080755, 454.89...</td>\n",
+       "      <td>[320.02570579926135, 204.72000984908078, 618.0...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>[0.0, 0.18935964897855848, 0.2110312022210892,...</td>\n",
+       "      <td>[13, 9, 1, 2, 7, 18]</td>\n",
+       "      <td>[7.7958814707704, 165.33251298687574, 228.6177...</td>\n",
+       "      <td>[53.3927360407704, 185.32806898687573, 310.387...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>[0.0, 0.12996639035129637, 0.0, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[7, 17, 8, 1, 6, 18, 11]</td>\n",
+       "      <td>[6.638841921625849, 31.19851432035876, 753.978...</td>\n",
+       "      <td>[25.68907379162585, 170.58524932035874, 774.52...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3122231104260...</td>\n",
+       "      <td>[8, 6, 11, 12, 10]</td>\n",
+       "      <td>[8.519283259330004, 30.844548610809618, 688.67...</td>\n",
+       "      <td>[964.58695825933, 46.96055041080962, 703.75548...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>[0.0, 0.11037702947926072, 0.0, 0.0, 0.1461581...</td>\n",
+       "      <td>[4, 5, 1, 7, 6, 21]</td>\n",
+       "      <td>[8.543985345330366, 30.08802309704186, 837.589...</td>\n",
+       "      <td>[43.86160236533037, 127.42483009704185, 899.50...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>[0.15927406666111116, 0.0, 0.0, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[7, 9, 0, 11, 16]</td>\n",
+       "      <td>[105.10078494669348, 28.108870827493124, 521.0...</td>\n",
+       "      <td>[187.59821922669346, 54.832236137493126, 660.0...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>[0.0, 0.0, 0.39374143854068044, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[11, 19, 2]</td>\n",
+       "      <td>[9.237862298547888, 268.0946554864938, 211.617...</td>\n",
+       "      <td>[5014.207281298548, 1691.751595486494, 236.419...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.2852518814350737, 0.0, 0.0, ...</td>\n",
+       "      <td>[14, 15, 3, 8, 16]</td>\n",
+       "      <td>[54.33575932788399, 51.22817408002739, 578.210...</td>\n",
+       "      <td>[1346.870739327884, 216.17910668002736, 802.52...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>[0.09325999227391495, 0.09656547965282872, 0.1...</td>\n",
+       "      <td>[2, 7, 13, 3, 0, 18, 1, 12]</td>\n",
+       "      <td>[57.741422485954836, 99.2943074111118, 364.218...</td>\n",
+       "      <td>[795.6013263859547, 357.50730391111176, 688.99...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>[0.0, 0.0, 0.11905601286375256, 0.148228946017...</td>\n",
+       "      <td>[3, 10, 2, 19, 6, 17, 13, 11]</td>\n",
+       "      <td>[13.220040621294066, 102.56050336252225, 307.5...</td>\n",
+       "      <td>[558.041727321294, 148.51221071252226, 1544.68...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>970</th>\n",
+       "      <td>[0.45851411671967396, 0.0, 0.0, 0.0, 0.1888107...</td>\n",
+       "      <td>[4, 13, 0]</td>\n",
+       "      <td>[258.47634397669805, 33.72825058568063, 453.98...</td>\n",
+       "      <td>[265.02407185969804, 37.759331596680624, 498.5...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>971</th>\n",
+       "      <td>[0.1837062338842875, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[18, 0, 21, 7]</td>\n",
+       "      <td>[108.44546226292908, 32.16777498026287, 513.90...</td>\n",
+       "      <td>[218.1114969629291, 72.55803515026287, 559.860...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>972</th>\n",
+       "      <td>[0.0, 0.23122098913714315, 0.0, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[21, 17, 13, 1, 10, 15]</td>\n",
+       "      <td>[29.843250693506544, 30.77677131020784, 244.89...</td>\n",
+       "      <td>[57.241891243506544, 154.47800731020783, 267.4...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>973</th>\n",
+       "      <td>[0.06194042013025628, 0.2206524989894305, 0.0,...</td>\n",
+       "      <td>[1, 4, 0, 17, 9, 18, 15]</td>\n",
+       "      <td>[66.95970630182235, 29.94331391775505, 500.193...</td>\n",
+       "      <td>[138.22545104182234, 36.849484187755046, 707.4...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>974</th>\n",
+       "      <td>[0.0, 0.0, 0.09427386161018322, 0.0, 0.0, 0.25...</td>\n",
+       "      <td>[16, 12, 2, 10, 5, 20]</td>\n",
+       "      <td>[17.793378117117257, 93.12772156772006, 508.69...</td>\n",
+       "      <td>[96.73658504711726, 254.58812906772005, 961.61...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>975</th>\n",
+       "      <td>[0.0, 0.0, 0.11333841574368647, 0.117947946750...</td>\n",
+       "      <td>[3, 7, 21, 14, 18, 2, 6, 9]</td>\n",
+       "      <td>[12.636269907829057, 101.06197528829016, 387.7...</td>\n",
+       "      <td>[39.06258855782906, 579.4821374882902, 426.366...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>976</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[16, 13, 15]</td>\n",
+       "      <td>[60.4963722422582, 60.52015696709883, 42.13931...</td>\n",
+       "      <td>[211.7379144422582, 195.1691618670988, 71.7447...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>977</th>\n",
+       "      <td>[0.15042215396924313, 0.0, 0.0, 0.0, 0.0, 0.32...</td>\n",
+       "      <td>[16, 5, 0, 15]</td>\n",
+       "      <td>[147.71413299653216, 64.70482937004613, 354.11...</td>\n",
+       "      <td>[197.61678193653216, 3782.208318370046, 371.89...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>978</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.3304776080780874, ...</td>\n",
+       "      <td>[16, 5, 21]</td>\n",
+       "      <td>[35.21938283377619, 53.118655790038105, 581.62...</td>\n",
+       "      <td>[89.04692816377619, 237.5570023900381, 595.076...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>979</th>\n",
+       "      <td>[0.2988088772917988, 0.0, 0.0, 0.0, 0.27764418...</td>\n",
+       "      <td>[0, 9, 18, 4]</td>\n",
+       "      <td>[170.57764829747373, 28.05181129670701, 653.21...</td>\n",
+       "      <td>[300.91026329747376, 237.030227796707, 726.944...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>980</th>\n",
+       "      <td>[0.0732473243751065, 0.0, 0.0, 0.0, 0.16966277...</td>\n",
+       "      <td>[14, 5, 12, 4, 7, 16, 21, 0]</td>\n",
+       "      <td>[64.19343180473261, 40.89303686281486, 791.329...</td>\n",
+       "      <td>[340.0682051047326, 303.0410114628149, 1640.01...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>981</th>\n",
+       "      <td>[0.0, 0.19240503205498802, 0.0, 0.0, 0.0, 0.0,...</td>\n",
+       "      <td>[8, 15, 1, 17]</td>\n",
+       "      <td>[28.635826107769176, 36.56610482476465, 978.57...</td>\n",
+       "      <td>[34.795254539769175, 46.07771270176465, 1038.0...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>982</th>\n",
+       "      <td>[0.0, 0.1686518998980621, 0.0, 0.0, 0.0, 0.125...</td>\n",
+       "      <td>[5, 8, 20, 15, 1, 18]</td>\n",
+       "      <td>[37.35086652663101, 38.5184121430565, 646.5310...</td>\n",
+       "      <td>[242.309224526631, 899.9771512430565, 1936.042...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>983</th>\n",
+       "      <td>[0.19376118629772482, 0.0, 0.15042028298376545...</td>\n",
+       "      <td>[11, 8, 16, 9, 0, 13, 2, 21]</td>\n",
+       "      <td>[120.41129789767915, 130.68131440207708, 380.9...</td>\n",
+       "      <td>[152.07806315767914, 617.6484430020771, 412.42...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>984</th>\n",
+       "      <td>[0.0, 0.1584071041686854, 0.14575985812354267,...</td>\n",
+       "      <td>[19, 21, 14, 2, 1, 6, 18, 12]</td>\n",
+       "      <td>[12.22792753642968, 123.28481197509804, 215.21...</td>\n",
+       "      <td>[4177.16895353643, 220.12064765509803, 220.106...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>985</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[15, 9, 19, 13, 17, 11, 18]</td>\n",
+       "      <td>[23.87570718063023, 29.298140997114327, 169.47...</td>\n",
+       "      <td>[55.20077929063023, 47.37858195711433, 185.344...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>986</th>\n",
+       "      <td>[0.0, 0.0, 0.07856470715210795, 0.277771229592...</td>\n",
+       "      <td>[2, 5, 20, 3, 9, 16]</td>\n",
+       "      <td>[17.241466757155916, 83.19225871051005, 663.40...</td>\n",
+       "      <td>[93.09799848715592, 3455.80073471051, 680.6363...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>987</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[18, 11, 19, 14, 9]</td>\n",
+       "      <td>[16.979187883207786, 27.55331613090948, 165.79...</td>\n",
+       "      <td>[31.785881433207784, 49.776013560909476, 255.7...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>988</th>\n",
+       "      <td>[0.0, 0.12686001668571537, 0.0, 0.224261781273...</td>\n",
+       "      <td>[18, 3, 1, 15, 11, 6]</td>\n",
+       "      <td>[32.46093875760304, 34.15273907361469, 391.258...</td>\n",
+       "      <td>[886.541698257603, 91.78288193361469, 418.3168...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>989</th>\n",
+       "      <td>[0.3019061266677062, 0.0, 0.0, 0.0, 0.38659712...</td>\n",
+       "      <td>[0, 8, 4]</td>\n",
+       "      <td>[171.9938865469608, 32.85310183577053, 1378.63...</td>\n",
+       "      <td>[177.1510138749608, 360.3518989357705, 1663.45...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>990</th>\n",
+       "      <td>[0.24529481374210127, 0.0, 0.0, 0.0, 0.1090254...</td>\n",
+       "      <td>[0, 10, 4, 18, 11]</td>\n",
+       "      <td>[141.31349648660813, 25.432244540319836, 471.6...</td>\n",
+       "      <td>[251.02155538660813, 38.747899190319835, 515.7...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>991</th>\n",
+       "      <td>[0.0, 0.3135779993327472, 0.288219586189296, 0...</td>\n",
+       "      <td>[2, 1, 18]</td>\n",
+       "      <td>[7.334473335195179, 216.53949716521026, 153.47...</td>\n",
+       "      <td>[29.09381961519518, 234.87011929521026, 940.07...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>992</th>\n",
+       "      <td>[0.0, 0.0, 0.14015091710183533, 0.0, 0.1834843...</td>\n",
+       "      <td>[12, 4, 9, 10, 11, 21, 18, 2]</td>\n",
+       "      <td>[7.395833522676184, 115.37250754708514, 562.93...</td>\n",
+       "      <td>[300.8519766226762, 135.21754585708513, 581.70...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>993</th>\n",
+       "      <td>[0.11543523309693177, 0.0, 0.07241148148063069...</td>\n",
+       "      <td>[16, 17, 21, 7, 5, 3, 0, 2]</td>\n",
+       "      <td>[86.59839173980694, 84.42954285043018, 616.084...</td>\n",
+       "      <td>[122.85726264980694, 141.16510311043018, 1211....</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>994</th>\n",
+       "      <td>[0.0, 0.19414804156339996, 0.0, 0.0, 0.1575422...</td>\n",
+       "      <td>[1, 20, 6, 4, 14, 7, 9, 12]</td>\n",
+       "      <td>[11.697910256595543, 25.99526223655715, 607.44...</td>\n",
+       "      <td>[382.09453845659556, 1093.9430912365572, 1361....</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>995</th>\n",
+       "      <td>[0.0, 0.0, 0.0828576677154946, 0.0, 0.0, 0.0, ...</td>\n",
+       "      <td>[2, 8, 11, 18, 7, 20]</td>\n",
+       "      <td>[6.939070860129339, 87.74142716513089, 875.443...</td>\n",
+       "      <td>[107.75394056012934, 223.3339046651309, 1002.4...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>996</th>\n",
+       "      <td>[0.0, 0.0, 0.0, 0.0, 0.16318231285825788, 0.0,...</td>\n",
+       "      <td>[9, 6, 18, 16, 7, 15, 4]</td>\n",
+       "      <td>[31.51640538237374, 46.38678052895154, 581.518...</td>\n",
+       "      <td>[4495.778538382374, 617.9040864289516, 1976.39...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>997</th>\n",
+       "      <td>[0.0, 0.06306092492191347, 0.0, 0.0, 0.2239753...</td>\n",
+       "      <td>[16, 21, 15, 6, 4, 1]</td>\n",
+       "      <td>[43.96961384529849, 48.04484891562932, 610.088...</td>\n",
+       "      <td>[56.707794655298486, 62.591485365629325, 640.7...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>998</th>\n",
+       "      <td>[0.4997002073763539, 0.0, 0.0, 0.2545438404662...</td>\n",
+       "      <td>[3, 0, 10, 9]</td>\n",
+       "      <td>[281.6284972177582, 19.079843655470388, 474.51...</td>\n",
+       "      <td>[297.1574443577582, 61.66429593547039, 486.835...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>999</th>\n",
+       "      <td>[0.12747488152004813, 0.09035734406425594, 0.0...</td>\n",
+       "      <td>[8, 13, 1, 6, 5, 17, 0]</td>\n",
+       "      <td>[77.48096440486903, 34.875609873892614, 585.90...</td>\n",
+       "      <td>[573.902681004869, 257.1342425738926, 688.4051...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1000 rows × 4 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                     0  \\\n",
+       "0    [0.0, 0.0, 0.6517065796118466, 0.0, 0.0, 0.0, ...   \n",
+       "1    [0.0, 0.13898433996753456, 0.0, 0.049382072387...   \n",
+       "2    [0.0, 0.0, 0.0, 0.0, 0.19410349819697006, 0.80...   \n",
+       "3    [0.0, 0.0, 0.0, 0.0, 0.0, 0.14626882648250547,...   \n",
+       "4    [0.17498761780341354, 0.0, 0.12753547940283402...   \n",
+       "..                                                 ...   \n",
+       "995  [0.0, 0.0, 0.0828576677154946, 0.0, 0.0, 0.0, ...   \n",
+       "996  [0.0, 0.0, 0.0, 0.0, 0.16318231285825788, 0.0,...   \n",
+       "997  [0.0, 0.06306092492191347, 0.0, 0.0, 0.2239753...   \n",
+       "998  [0.4997002073763539, 0.0, 0.0, 0.2545438404662...   \n",
+       "999  [0.12747488152004813, 0.09035734406425594, 0.0...   \n",
+       "\n",
+       "                                  1  \\\n",
+       "0                            [8, 2]   \n",
+       "1     [13, 8, 3, 1, 12, 10, 16, 21]   \n",
+       "2                            [5, 4]   \n",
+       "3                    [17, 10, 7, 5]   \n",
+       "4    [20, 17, 2, 0, 21, 19, 11, 16]   \n",
+       "..                              ...   \n",
+       "995           [2, 8, 11, 18, 7, 20]   \n",
+       "996        [9, 6, 18, 16, 7, 15, 4]   \n",
+       "997           [16, 21, 15, 6, 4, 1]   \n",
+       "998                   [3, 0, 10, 9]   \n",
+       "999         [8, 13, 1, 6, 5, 17, 0]   \n",
+       "\n",
+       "                                                     2  \\\n",
+       "0    [7.437324337689693, 441.8672306909248, 720.180...   \n",
+       "1    [23.559310430595982, 45.35942367168521, 656.67...   \n",
+       "2    [6.862839001942861, 31.13969749249658, 1090.62...   \n",
+       "3    [7.697763906305095, 22.511160375666805, 549.93...   \n",
+       "4    [112.85660879968599, 108.46770759701089, 280.6...   \n",
+       "..                                                 ...   \n",
+       "995  [6.939070860129339, 87.74142716513089, 875.443...   \n",
+       "996  [31.51640538237374, 46.38678052895154, 581.518...   \n",
+       "997  [43.96961384529849, 48.04484891562932, 610.088...   \n",
+       "998  [281.6284972177582, 19.079843655470388, 474.51...   \n",
+       "999  [77.48096440486903, 34.875609873892614, 585.90...   \n",
+       "\n",
+       "                                                     3  \n",
+       "0    [106.57269282768969, 479.7158752009248, 1177.5...  \n",
+       "1    [53.607502860595986, 373.8104465716852, 3800.6...  \n",
+       "2    [271.46441530194284, 424.30538999249654, 1099....  \n",
+       "3    [270.5063414063051, 1539.3047233756668, 921.76...  \n",
+       "4    [114.90963894968598, 117.96570182501088, 322.5...  \n",
+       "..                                                 ...  \n",
+       "995  [107.75394056012934, 223.3339046651309, 1002.4...  \n",
+       "996  [4495.778538382374, 617.9040864289516, 1976.39...  \n",
+       "997  [56.707794655298486, 62.591485365629325, 640.7...  \n",
+       "998  [297.1574443577582, 61.66429593547039, 486.835...  \n",
+       "999  [573.902681004869, 257.1342425738926, 688.4051...  \n",
+       "\n",
+       "[1000 rows x 4 columns]"
+      ]
+     },
+     "execution_count": 238,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "b = pd.DataFrame(a)\n",
+    "b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 203,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 203,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "(a[1][0] > 0).sum()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 202,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "vector = [x[0] for x in a]\n",
+    "columns = ['V' + str(x+1) for x in range(len(a))]\n",
+    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 208,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "vector2 = [len(x[1]) for x in a]\n",
+    "ids = pd.DataFrame(np.column_stack(vector2))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 112,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
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+       "      <th>9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>990</th>\n",
+       "      <th>991</th>\n",
+       "      <th>992</th>\n",
+       "      <th>993</th>\n",
+       "      <th>994</th>\n",
+       "      <th>995</th>\n",
+       "      <th>996</th>\n",
+       "      <th>997</th>\n",
+       "      <th>998</th>\n",
+       "      <th>999</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>...</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1 rows × 1000 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   0    1    2    3    4    5    6    7    8    9    ...  990  991  992  993  \\\n",
+       "0    2    8    2    3    6    2    5    7    5    4  ...    4    6    7    6   \n",
+       "\n",
+       "   994  995  996  997  998  999  \n",
+       "0    7    3    4    3    6    7  \n",
+       "\n",
+       "[1 rows x 1000 columns]"
+      ]
+     },
+     "execution_count": 112,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ids"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 113,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([2, 3, 4, 5, 6, 7, 8])"
+      ]
+     },
+     "execution_count": 113,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c = np.unique(ids.values)\n",
+    "np.sort(c)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "range(2, 8)"
+      ]
+     },
+     "execution_count": 114,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "range(2,8)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 204,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "estimate_lines = pd.DataFrame([(vector[i] > 0).sum() for i in range(1000)])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 221,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y = [estimate_lines[(ids.values == i)[0]][0] for index, i in enumerate(range(2,8), start = 0)]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 223,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Running on http://127.0.0.1:8050/\n",
-      "Running on http://127.0.0.1:8050/\n",
-      "Running on http://127.0.0.1:8050/\n",
-      "Debugger PIN: 533-758-917\n",
-      "Debugger PIN: 533-758-917\n",
-      "Debugger PIN: 533-758-917\n",
-      " * Serving Flask app \"__main__\" (lazy loading)\n",
-      " * Environment: production\n",
-      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
-      "   Use a production WSGI server instead.\n",
-      " * Debug mode: on\n"
-     ]
-    },
-    {
-     "ename": "OSError",
-     "evalue": "[Errno 98] Address already in use",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-7-36c3b4b9f328>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m__name__\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'__main__'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m     \u001b[0mapp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun_server\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdebug\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/dash/dash.py\u001b[0m in \u001b[0;36mrun_server\u001b[0;34m(self, port, debug, dev_tools_ui, dev_tools_props_check, dev_tools_serve_dev_bundles, dev_tools_hot_reload, dev_tools_hot_reload_interval, dev_tools_hot_reload_watch_interval, dev_tools_hot_reload_max_retry, dev_tools_silence_routes_logging, dev_tools_prune_errors, **flask_run_options)\u001b[0m\n\u001b[1;32m   1723\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlogger\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minfo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Debugger PIN: %s'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdebugger_pin\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mserver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mport\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mport\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdebug\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdebug\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mflask_run_options\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/flask/app.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, host, port, debug, load_dotenv, **options)\u001b[0m\n\u001b[1;32m    988\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    989\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 990\u001b[0;31m             \u001b[0mrun_simple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhost\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mport\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    991\u001b[0m         \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    992\u001b[0m             \u001b[0;31m# reset the first request information if the development server\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/werkzeug/serving.py\u001b[0m in \u001b[0;36mrun_simple\u001b[0;34m(hostname, port, application, use_reloader, use_debugger, use_evalex, extra_files, reloader_interval, reloader_type, threaded, processes, request_handler, static_files, passthrough_errors, ssl_context)\u001b[0m\n\u001b[1;32m    985\u001b[0m             \u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msocket\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msocket\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maddress_family\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msocket\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSOCK_STREAM\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    986\u001b[0m             \u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetsockopt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msocket\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSOL_SOCKET\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msocket\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSO_REUSEADDR\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 987\u001b[0;31m             \u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mserver_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    988\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"set_inheritable\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    989\u001b[0m                 \u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_inheritable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mOSError\u001b[0m: [Errno 98] Address already in use"
+      "0      2\n",
+      "2      2\n",
+      "6      2\n",
+      "11     2\n",
+      "12     2\n",
+      "      ..\n",
+      "958    2\n",
+      "961    2\n",
+      "977    2\n",
+      "988    2\n",
+      "995    2\n",
+      "Name: 0, Length: 135, dtype: int64\n",
+      "-----------\n",
+      "10     3\n",
+      "17     3\n",
+      "21     3\n",
+      "27     3\n",
+      "30     3\n",
+      "      ..\n",
+      "966    3\n",
+      "980    3\n",
+      "982    3\n",
+      "983    3\n",
+      "997    3\n",
+      "Name: 0, Length: 152, dtype: int64\n",
+      "-----------\n",
+      "9      4\n",
+      "18     4\n",
+      "20     4\n",
+      "22     4\n",
+      "23     4\n",
+      "      ..\n",
+      "970    4\n",
+      "971    4\n",
+      "976    4\n",
+      "981    4\n",
+      "991    4\n",
+      "Name: 0, Length: 143, dtype: int64\n",
+      "-----------\n",
+      "3      5\n",
+      "8      5\n",
+      "13     5\n",
+      "16     5\n",
+      "34     5\n",
+      "      ..\n",
+      "985    5\n",
+      "989    5\n",
+      "994    5\n",
+      "998    5\n",
+      "999    5\n",
+      "Name: 0, Length: 141, dtype: int64\n",
+      "-----------\n",
+      "5      6\n",
+      "7      6\n",
+      "24     6\n",
+      "26     6\n",
+      "29     6\n",
+      "      ..\n",
+      "953    6\n",
+      "954    6\n",
+      "957    6\n",
+      "962    6\n",
+      "996    6\n",
+      "Name: 0, Length: 145, dtype: int64\n",
+      "-----------\n",
+      "4      7\n",
+      "33     7\n",
+      "37     7\n",
+      "40     7\n",
+      "60     7\n",
+      "      ..\n",
+      "959    7\n",
+      "963    7\n",
+      "978    7\n",
+      "987    7\n",
+      "990    7\n",
+      "Name: 0, Length: 127, dtype: int64\n",
+      "-----------\n"
      ]
     }
    ],
    "source": [
-    "if __name__ == '__main__':\n",
-    "    app.run_server(debug=True)"
+    "for i in range(len(y)):\n",
+    "    print(y[i])\n",
+    "    print('-----------')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 139,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "vector = [x[2] for x in a]\n",
+    "columns = ['V' + str(x+1) for x in range(len(a))]\n",
+    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "Y.insert(0, 'Gene symbol', df['Gene symbol'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 140,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ABCB4</td>\n",
+       "      <td>7.673002</td>\n",
+       "      <td>89.153072</td>\n",
+       "      <td>48.971419</td>\n",
+       "      <td>93.913063</td>\n",
+       "      <td>62.088621</td>\n",
+       "      <td>56.655501</td>\n",
+       "      <td>10.574024</td>\n",
+       "      <td>62.133919</td>\n",
+       "      <td>24.254555</td>\n",
+       "      <td>...</td>\n",
+       "      <td>57.985336</td>\n",
+       "      <td>36.365326</td>\n",
+       "      <td>40.239448</td>\n",
+       "      <td>25.707640</td>\n",
+       "      <td>9.861928</td>\n",
+       "      <td>76.025399</td>\n",
+       "      <td>122.753714</td>\n",
+       "      <td>14.723155</td>\n",
+       "      <td>171.305793</td>\n",
+       "      <td>119.547880</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ABCB9</td>\n",
+       "      <td>252.944093</td>\n",
+       "      <td>75.466101</td>\n",
+       "      <td>23.491314</td>\n",
+       "      <td>75.434049</td>\n",
+       "      <td>38.178484</td>\n",
+       "      <td>65.054379</td>\n",
+       "      <td>122.334218</td>\n",
+       "      <td>85.719180</td>\n",
+       "      <td>31.492915</td>\n",
+       "      <td>...</td>\n",
+       "      <td>25.164367</td>\n",
+       "      <td>79.622988</td>\n",
+       "      <td>68.854989</td>\n",
+       "      <td>92.933668</td>\n",
+       "      <td>24.197179</td>\n",
+       "      <td>37.472960</td>\n",
+       "      <td>22.564546</td>\n",
+       "      <td>47.198158</td>\n",
+       "      <td>39.663271</td>\n",
+       "      <td>28.433639</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>ACAP1</td>\n",
+       "      <td>632.125573</td>\n",
+       "      <td>343.625316</td>\n",
+       "      <td>572.119823</td>\n",
+       "      <td>246.438125</td>\n",
+       "      <td>419.885065</td>\n",
+       "      <td>460.838182</td>\n",
+       "      <td>276.133797</td>\n",
+       "      <td>585.041419</td>\n",
+       "      <td>705.762770</td>\n",
+       "      <td>...</td>\n",
+       "      <td>463.042073</td>\n",
+       "      <td>627.771165</td>\n",
+       "      <td>500.710117</td>\n",
+       "      <td>270.525319</td>\n",
+       "      <td>480.364715</td>\n",
+       "      <td>402.688367</td>\n",
+       "      <td>527.962128</td>\n",
+       "      <td>328.634180</td>\n",
+       "      <td>515.340929</td>\n",
+       "      <td>463.864381</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>ACHE</td>\n",
+       "      <td>19.816211</td>\n",
+       "      <td>23.481322</td>\n",
+       "      <td>64.125618</td>\n",
+       "      <td>148.818706</td>\n",
+       "      <td>181.653186</td>\n",
+       "      <td>39.208100</td>\n",
+       "      <td>227.547769</td>\n",
+       "      <td>33.310385</td>\n",
+       "      <td>41.328040</td>\n",
+       "      <td>...</td>\n",
+       "      <td>253.071079</td>\n",
+       "      <td>222.404087</td>\n",
+       "      <td>124.188930</td>\n",
+       "      <td>168.821501</td>\n",
+       "      <td>17.123620</td>\n",
+       "      <td>31.154009</td>\n",
+       "      <td>253.780944</td>\n",
+       "      <td>116.804811</td>\n",
+       "      <td>20.402001</td>\n",
+       "      <td>197.548285</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>ACP5</td>\n",
+       "      <td>5631.592936</td>\n",
+       "      <td>3511.926966</td>\n",
+       "      <td>1441.301940</td>\n",
+       "      <td>3766.244642</td>\n",
+       "      <td>2562.465631</td>\n",
+       "      <td>3841.155449</td>\n",
+       "      <td>908.523285</td>\n",
+       "      <td>2159.867915</td>\n",
+       "      <td>2344.835618</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1794.585410</td>\n",
+       "      <td>2229.277666</td>\n",
+       "      <td>2394.477419</td>\n",
+       "      <td>3805.807685</td>\n",
+       "      <td>1571.106388</td>\n",
+       "      <td>3342.368717</td>\n",
+       "      <td>542.849191</td>\n",
+       "      <td>919.492011</td>\n",
+       "      <td>2532.106841</td>\n",
+       "      <td>1662.893678</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>ADAM28</td>\n",
+       "      <td>151.193719</td>\n",
+       "      <td>456.966822</td>\n",
+       "      <td>213.028492</td>\n",
+       "      <td>406.510947</td>\n",
+       "      <td>341.803212</td>\n",
+       "      <td>320.917630</td>\n",
+       "      <td>144.232953</td>\n",
+       "      <td>289.156837</td>\n",
+       "      <td>106.623724</td>\n",
+       "      <td>...</td>\n",
+       "      <td>393.851223</td>\n",
+       "      <td>199.436919</td>\n",
+       "      <td>259.045586</td>\n",
+       "      <td>216.962061</td>\n",
+       "      <td>850.240491</td>\n",
+       "      <td>290.175780</td>\n",
+       "      <td>471.266455</td>\n",
+       "      <td>340.451815</td>\n",
+       "      <td>630.245706</td>\n",
+       "      <td>575.148489</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>ADAMDEC1</td>\n",
+       "      <td>1715.491911</td>\n",
+       "      <td>613.696571</td>\n",
+       "      <td>564.933779</td>\n",
+       "      <td>1806.862310</td>\n",
+       "      <td>1539.955324</td>\n",
+       "      <td>1133.176087</td>\n",
+       "      <td>1487.324345</td>\n",
+       "      <td>301.488098</td>\n",
+       "      <td>1239.939253</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1966.455244</td>\n",
+       "      <td>2381.983151</td>\n",
+       "      <td>1349.781893</td>\n",
+       "      <td>1796.310347</td>\n",
+       "      <td>246.831077</td>\n",
+       "      <td>1042.297100</td>\n",
+       "      <td>1617.556702</td>\n",
+       "      <td>969.457789</td>\n",
+       "      <td>429.261163</td>\n",
+       "      <td>1870.539382</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>ADAMTS3</td>\n",
+       "      <td>64.445824</td>\n",
+       "      <td>90.649216</td>\n",
+       "      <td>63.060627</td>\n",
+       "      <td>95.487291</td>\n",
+       "      <td>117.402787</td>\n",
+       "      <td>91.843979</td>\n",
+       "      <td>99.157859</td>\n",
+       "      <td>109.053423</td>\n",
+       "      <td>107.031881</td>\n",
+       "      <td>...</td>\n",
+       "      <td>66.237921</td>\n",
+       "      <td>48.065641</td>\n",
+       "      <td>103.173503</td>\n",
+       "      <td>91.933284</td>\n",
+       "      <td>93.187903</td>\n",
+       "      <td>133.419394</td>\n",
+       "      <td>64.566157</td>\n",
+       "      <td>116.198544</td>\n",
+       "      <td>138.078175</td>\n",
+       "      <td>69.535757</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>ADRB2</td>\n",
+       "      <td>214.434764</td>\n",
+       "      <td>892.277677</td>\n",
+       "      <td>517.226839</td>\n",
+       "      <td>876.805667</td>\n",
+       "      <td>1125.935647</td>\n",
+       "      <td>655.428096</td>\n",
+       "      <td>1141.208406</td>\n",
+       "      <td>1000.156107</td>\n",
+       "      <td>689.100759</td>\n",
+       "      <td>...</td>\n",
+       "      <td>557.245472</td>\n",
+       "      <td>759.156313</td>\n",
+       "      <td>894.701880</td>\n",
+       "      <td>821.366485</td>\n",
+       "      <td>532.584273</td>\n",
+       "      <td>1099.628910</td>\n",
+       "      <td>747.381417</td>\n",
+       "      <td>1459.240269</td>\n",
+       "      <td>1234.252982</td>\n",
+       "      <td>499.950478</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>AIF1</td>\n",
+       "      <td>686.613665</td>\n",
+       "      <td>1564.334756</td>\n",
+       "      <td>1134.474069</td>\n",
+       "      <td>2772.122326</td>\n",
+       "      <td>2203.237782</td>\n",
+       "      <td>2338.937067</td>\n",
+       "      <td>1589.723082</td>\n",
+       "      <td>1619.113557</td>\n",
+       "      <td>1979.818099</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1393.948973</td>\n",
+       "      <td>2871.089579</td>\n",
+       "      <td>1978.843350</td>\n",
+       "      <td>1876.961908</td>\n",
+       "      <td>24.247389</td>\n",
+       "      <td>2220.527075</td>\n",
+       "      <td>2335.214733</td>\n",
+       "      <td>1750.248133</td>\n",
+       "      <td>794.367826</td>\n",
+       "      <td>1690.483719</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>AIM2</td>\n",
+       "      <td>639.641759</td>\n",
+       "      <td>858.944556</td>\n",
+       "      <td>736.214336</td>\n",
+       "      <td>801.527128</td>\n",
+       "      <td>995.155675</td>\n",
+       "      <td>872.508152</td>\n",
+       "      <td>1207.744677</td>\n",
+       "      <td>566.615858</td>\n",
+       "      <td>589.308732</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1471.329298</td>\n",
+       "      <td>662.816758</td>\n",
+       "      <td>973.538314</td>\n",
+       "      <td>1143.088611</td>\n",
+       "      <td>3405.324498</td>\n",
+       "      <td>529.231245</td>\n",
+       "      <td>820.288904</td>\n",
+       "      <td>1199.863257</td>\n",
+       "      <td>192.324125</td>\n",
+       "      <td>1649.596273</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>ALOX15</td>\n",
+       "      <td>12.191213</td>\n",
+       "      <td>367.634988</td>\n",
+       "      <td>22.701109</td>\n",
+       "      <td>353.433447</td>\n",
+       "      <td>373.085737</td>\n",
+       "      <td>365.474547</td>\n",
+       "      <td>25.154891</td>\n",
+       "      <td>342.475903</td>\n",
+       "      <td>76.013142</td>\n",
+       "      <td>...</td>\n",
+       "      <td>38.968334</td>\n",
+       "      <td>107.819722</td>\n",
+       "      <td>214.768454</td>\n",
+       "      <td>314.078540</td>\n",
+       "      <td>13.292344</td>\n",
+       "      <td>299.271180</td>\n",
+       "      <td>9.520126</td>\n",
+       "      <td>63.701748</td>\n",
+       "      <td>479.067470</td>\n",
+       "      <td>64.356844</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>ALOX5</td>\n",
+       "      <td>393.881439</td>\n",
+       "      <td>856.833435</td>\n",
+       "      <td>707.517854</td>\n",
+       "      <td>760.804240</td>\n",
+       "      <td>721.113328</td>\n",
+       "      <td>835.116234</td>\n",
+       "      <td>478.970077</td>\n",
+       "      <td>822.262636</td>\n",
+       "      <td>344.399104</td>\n",
+       "      <td>...</td>\n",
+       "      <td>739.276826</td>\n",
+       "      <td>155.898941</td>\n",
+       "      <td>633.850395</td>\n",
+       "      <td>604.964115</td>\n",
+       "      <td>1819.375003</td>\n",
+       "      <td>596.002142</td>\n",
+       "      <td>816.648284</td>\n",
+       "      <td>1050.744308</td>\n",
+       "      <td>778.289242</td>\n",
+       "      <td>687.784424</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>AMPD1</td>\n",
+       "      <td>1059.610250</td>\n",
+       "      <td>288.636336</td>\n",
+       "      <td>95.788840</td>\n",
+       "      <td>277.048419</td>\n",
+       "      <td>100.357257</td>\n",
+       "      <td>224.204941</td>\n",
+       "      <td>520.383056</td>\n",
+       "      <td>320.824442</td>\n",
+       "      <td>74.075500</td>\n",
+       "      <td>...</td>\n",
+       "      <td>106.749730</td>\n",
+       "      <td>289.781622</td>\n",
+       "      <td>248.970313</td>\n",
+       "      <td>340.291689</td>\n",
+       "      <td>182.751839</td>\n",
+       "      <td>92.144189</td>\n",
+       "      <td>112.751261</td>\n",
+       "      <td>220.377705</td>\n",
+       "      <td>127.881834</td>\n",
+       "      <td>119.118907</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>ANGPT4</td>\n",
+       "      <td>100.369924</td>\n",
+       "      <td>36.156068</td>\n",
+       "      <td>43.284304</td>\n",
+       "      <td>33.538237</td>\n",
+       "      <td>27.785051</td>\n",
+       "      <td>36.222590</td>\n",
+       "      <td>63.491983</td>\n",
+       "      <td>43.895667</td>\n",
+       "      <td>41.325875</td>\n",
+       "      <td>...</td>\n",
+       "      <td>32.371144</td>\n",
+       "      <td>36.837108</td>\n",
+       "      <td>40.946751</td>\n",
+       "      <td>45.662669</td>\n",
+       "      <td>27.435319</td>\n",
+       "      <td>32.013000</td>\n",
+       "      <td>30.523422</td>\n",
+       "      <td>31.829243</td>\n",
+       "      <td>21.031632</td>\n",
+       "      <td>41.401540</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>ANKRD55</td>\n",
+       "      <td>121.543873</td>\n",
+       "      <td>150.523626</td>\n",
+       "      <td>466.996431</td>\n",
+       "      <td>216.583882</td>\n",
+       "      <td>248.945710</td>\n",
+       "      <td>256.228786</td>\n",
+       "      <td>198.722062</td>\n",
+       "      <td>265.948849</td>\n",
+       "      <td>565.198212</td>\n",
+       "      <td>...</td>\n",
+       "      <td>414.945891</td>\n",
+       "      <td>305.273085</td>\n",
+       "      <td>311.584708</td>\n",
+       "      <td>205.249083</td>\n",
+       "      <td>276.410643</td>\n",
+       "      <td>374.463563</td>\n",
+       "      <td>160.056178</td>\n",
+       "      <td>311.878040</td>\n",
+       "      <td>248.630673</td>\n",
+       "      <td>258.501350</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>APOBEC3A</td>\n",
+       "      <td>75.319985</td>\n",
+       "      <td>440.724933</td>\n",
+       "      <td>1748.098231</td>\n",
+       "      <td>1012.618469</td>\n",
+       "      <td>891.610926</td>\n",
+       "      <td>934.156739</td>\n",
+       "      <td>1321.451500</td>\n",
+       "      <td>1105.723986</td>\n",
+       "      <td>543.938130</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1601.922626</td>\n",
+       "      <td>768.179497</td>\n",
+       "      <td>888.214349</td>\n",
+       "      <td>979.692453</td>\n",
+       "      <td>79.856249</td>\n",
+       "      <td>455.192298</td>\n",
+       "      <td>1325.267928</td>\n",
+       "      <td>1037.347737</td>\n",
+       "      <td>218.258026</td>\n",
+       "      <td>670.227352</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>APOBEC3G</td>\n",
+       "      <td>1077.373866</td>\n",
+       "      <td>2000.172912</td>\n",
+       "      <td>1667.037100</td>\n",
+       "      <td>1780.829286</td>\n",
+       "      <td>1420.247435</td>\n",
+       "      <td>1164.369074</td>\n",
+       "      <td>2144.010108</td>\n",
+       "      <td>1764.192698</td>\n",
+       "      <td>828.278907</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1636.478545</td>\n",
+       "      <td>2214.307532</td>\n",
+       "      <td>1363.693186</td>\n",
+       "      <td>1778.763702</td>\n",
+       "      <td>1453.922631</td>\n",
+       "      <td>1676.250841</td>\n",
+       "      <td>1492.533105</td>\n",
+       "      <td>1984.328071</td>\n",
+       "      <td>1802.026889</td>\n",
+       "      <td>1420.958673</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>APOL3</td>\n",
+       "      <td>638.796914</td>\n",
+       "      <td>698.020649</td>\n",
+       "      <td>652.881398</td>\n",
+       "      <td>1488.848427</td>\n",
+       "      <td>1859.724643</td>\n",
+       "      <td>556.076517</td>\n",
+       "      <td>2415.571556</td>\n",
+       "      <td>618.689764</td>\n",
+       "      <td>696.770757</td>\n",
+       "      <td>...</td>\n",
+       "      <td>2213.976676</td>\n",
+       "      <td>2432.898407</td>\n",
+       "      <td>1392.358256</td>\n",
+       "      <td>1742.964211</td>\n",
+       "      <td>817.108761</td>\n",
+       "      <td>574.626797</td>\n",
+       "      <td>2689.080206</td>\n",
+       "      <td>1321.368248</td>\n",
+       "      <td>477.729857</td>\n",
+       "      <td>2087.451165</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>APOL6</td>\n",
+       "      <td>11.421676</td>\n",
+       "      <td>18.481507</td>\n",
+       "      <td>51.290178</td>\n",
+       "      <td>127.612415</td>\n",
+       "      <td>124.884075</td>\n",
+       "      <td>25.769627</td>\n",
+       "      <td>163.442975</td>\n",
+       "      <td>60.141666</td>\n",
+       "      <td>28.057499</td>\n",
+       "      <td>...</td>\n",
+       "      <td>209.460361</td>\n",
+       "      <td>148.846100</td>\n",
+       "      <td>101.124114</td>\n",
+       "      <td>154.177049</td>\n",
+       "      <td>10.769315</td>\n",
+       "      <td>51.167101</td>\n",
+       "      <td>179.857247</td>\n",
+       "      <td>76.786519</td>\n",
+       "      <td>12.057473</td>\n",
+       "      <td>143.234678</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>AQP9</td>\n",
+       "      <td>1693.479124</td>\n",
+       "      <td>813.250271</td>\n",
+       "      <td>2822.307504</td>\n",
+       "      <td>1656.757912</td>\n",
+       "      <td>1026.668164</td>\n",
+       "      <td>2095.328163</td>\n",
+       "      <td>1055.797292</td>\n",
+       "      <td>1899.050151</td>\n",
+       "      <td>1111.871256</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1932.675173</td>\n",
+       "      <td>742.318218</td>\n",
+       "      <td>1244.850575</td>\n",
+       "      <td>1666.689768</td>\n",
+       "      <td>15.056315</td>\n",
+       "      <td>902.669274</td>\n",
+       "      <td>1179.136311</td>\n",
+       "      <td>942.351635</td>\n",
+       "      <td>519.590453</td>\n",
+       "      <td>631.680689</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>ARHGAP22</td>\n",
+       "      <td>81.672664</td>\n",
+       "      <td>219.996611</td>\n",
+       "      <td>817.811891</td>\n",
+       "      <td>288.306017</td>\n",
+       "      <td>125.768851</td>\n",
+       "      <td>386.724379</td>\n",
+       "      <td>299.757001</td>\n",
+       "      <td>283.359288</td>\n",
+       "      <td>372.149285</td>\n",
+       "      <td>...</td>\n",
+       "      <td>612.345597</td>\n",
+       "      <td>143.647225</td>\n",
+       "      <td>265.940540</td>\n",
+       "      <td>339.407910</td>\n",
+       "      <td>41.524245</td>\n",
+       "      <td>289.221178</td>\n",
+       "      <td>98.818208</td>\n",
+       "      <td>167.327355</td>\n",
+       "      <td>93.432629</td>\n",
+       "      <td>104.796325</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>ARRB1</td>\n",
+       "      <td>130.124268</td>\n",
+       "      <td>94.029647</td>\n",
+       "      <td>30.140141</td>\n",
+       "      <td>206.067461</td>\n",
+       "      <td>192.019934</td>\n",
+       "      <td>80.576932</td>\n",
+       "      <td>207.974391</td>\n",
+       "      <td>56.402200</td>\n",
+       "      <td>81.471593</td>\n",
+       "      <td>...</td>\n",
+       "      <td>190.931851</td>\n",
+       "      <td>243.615472</td>\n",
+       "      <td>144.561743</td>\n",
+       "      <td>196.549348</td>\n",
+       "      <td>17.837859</td>\n",
+       "      <td>114.053246</td>\n",
+       "      <td>266.175181</td>\n",
+       "      <td>145.623651</td>\n",
+       "      <td>30.450593</td>\n",
+       "      <td>188.870256</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>ASGR1</td>\n",
+       "      <td>59.735022</td>\n",
+       "      <td>128.621206</td>\n",
+       "      <td>29.138448</td>\n",
+       "      <td>128.932551</td>\n",
+       "      <td>131.913991</td>\n",
+       "      <td>56.790259</td>\n",
+       "      <td>182.479497</td>\n",
+       "      <td>84.271410</td>\n",
+       "      <td>45.178839</td>\n",
+       "      <td>...</td>\n",
+       "      <td>35.853525</td>\n",
+       "      <td>48.148059</td>\n",
+       "      <td>95.647222</td>\n",
+       "      <td>100.087562</td>\n",
+       "      <td>34.772898</td>\n",
+       "      <td>123.688905</td>\n",
+       "      <td>213.984711</td>\n",
+       "      <td>208.161406</td>\n",
+       "      <td>41.436567</td>\n",
+       "      <td>39.708617</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>ASGR2</td>\n",
+       "      <td>58.620423</td>\n",
+       "      <td>167.455394</td>\n",
+       "      <td>33.180055</td>\n",
+       "      <td>216.219860</td>\n",
+       "      <td>203.366019</td>\n",
+       "      <td>112.987480</td>\n",
+       "      <td>228.365482</td>\n",
+       "      <td>116.618543</td>\n",
+       "      <td>121.409946</td>\n",
+       "      <td>...</td>\n",
+       "      <td>71.504357</td>\n",
+       "      <td>199.911246</td>\n",
+       "      <td>161.069566</td>\n",
+       "      <td>139.973677</td>\n",
+       "      <td>36.000505</td>\n",
+       "      <td>190.631735</td>\n",
+       "      <td>321.321684</td>\n",
+       "      <td>258.835777</td>\n",
+       "      <td>44.543720</td>\n",
+       "      <td>128.105494</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>ATHL1</td>\n",
+       "      <td>356.147615</td>\n",
+       "      <td>400.152470</td>\n",
+       "      <td>868.462016</td>\n",
+       "      <td>511.241821</td>\n",
+       "      <td>380.520019</td>\n",
+       "      <td>466.607330</td>\n",
+       "      <td>355.874684</td>\n",
+       "      <td>412.250182</td>\n",
+       "      <td>1200.126938</td>\n",
+       "      <td>...</td>\n",
+       "      <td>874.071533</td>\n",
+       "      <td>886.126172</td>\n",
+       "      <td>622.534239</td>\n",
+       "      <td>447.933364</td>\n",
+       "      <td>604.290135</td>\n",
+       "      <td>797.184586</td>\n",
+       "      <td>478.099256</td>\n",
+       "      <td>367.393259</td>\n",
+       "      <td>287.507895</td>\n",
+       "      <td>484.139422</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>ATP8B4</td>\n",
+       "      <td>84.298836</td>\n",
+       "      <td>331.131596</td>\n",
+       "      <td>145.639787</td>\n",
+       "      <td>484.404135</td>\n",
+       "      <td>495.294805</td>\n",
+       "      <td>419.894517</td>\n",
+       "      <td>246.996944</td>\n",
+       "      <td>367.636988</td>\n",
+       "      <td>495.814606</td>\n",
+       "      <td>...</td>\n",
+       "      <td>209.420076</td>\n",
+       "      <td>417.505319</td>\n",
+       "      <td>418.067788</td>\n",
+       "      <td>430.151186</td>\n",
+       "      <td>77.344800</td>\n",
+       "      <td>606.498022</td>\n",
+       "      <td>104.514502</td>\n",
+       "      <td>486.597639</td>\n",
+       "      <td>637.183562</td>\n",
+       "      <td>235.167712</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>ATXN8OS</td>\n",
+       "      <td>53.036309</td>\n",
+       "      <td>20.386414</td>\n",
+       "      <td>13.205861</td>\n",
+       "      <td>19.867055</td>\n",
+       "      <td>13.975381</td>\n",
+       "      <td>18.111678</td>\n",
+       "      <td>32.843799</td>\n",
+       "      <td>23.338098</td>\n",
+       "      <td>12.203527</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.632931</td>\n",
+       "      <td>21.259356</td>\n",
+       "      <td>19.951374</td>\n",
+       "      <td>22.448232</td>\n",
+       "      <td>16.280508</td>\n",
+       "      <td>13.012189</td>\n",
+       "      <td>13.417890</td>\n",
+       "      <td>19.452153</td>\n",
+       "      <td>14.095787</td>\n",
+       "      <td>14.415995</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>AZU1</td>\n",
+       "      <td>40.581568</td>\n",
+       "      <td>139.878083</td>\n",
+       "      <td>91.993785</td>\n",
+       "      <td>171.103037</td>\n",
+       "      <td>207.237359</td>\n",
+       "      <td>162.476917</td>\n",
+       "      <td>122.012146</td>\n",
+       "      <td>96.046724</td>\n",
+       "      <td>210.548394</td>\n",
+       "      <td>...</td>\n",
+       "      <td>79.773061</td>\n",
+       "      <td>195.177818</td>\n",
+       "      <td>157.805576</td>\n",
+       "      <td>151.206125</td>\n",
+       "      <td>39.384523</td>\n",
+       "      <td>205.031279</td>\n",
+       "      <td>85.065352</td>\n",
+       "      <td>244.913848</td>\n",
+       "      <td>278.506734</td>\n",
+       "      <td>100.209507</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>BACH2</td>\n",
+       "      <td>204.942304</td>\n",
+       "      <td>917.891539</td>\n",
+       "      <td>539.350751</td>\n",
+       "      <td>746.564213</td>\n",
+       "      <td>557.184062</td>\n",
+       "      <td>483.117950</td>\n",
+       "      <td>259.237513</td>\n",
+       "      <td>599.464289</td>\n",
+       "      <td>385.037593</td>\n",
+       "      <td>...</td>\n",
+       "      <td>734.079421</td>\n",
+       "      <td>384.781030</td>\n",
+       "      <td>490.711310</td>\n",
+       "      <td>312.599811</td>\n",
+       "      <td>1028.863369</td>\n",
+       "      <td>714.480567</td>\n",
+       "      <td>1240.878488</td>\n",
+       "      <td>391.528420</td>\n",
+       "      <td>1339.101484</td>\n",
+       "      <td>1117.598409</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>517</th>\n",
+       "      <td>TRIB2</td>\n",
+       "      <td>396.438178</td>\n",
+       "      <td>884.103835</td>\n",
+       "      <td>2150.042689</td>\n",
+       "      <td>722.255051</td>\n",
+       "      <td>1130.958384</td>\n",
+       "      <td>974.499064</td>\n",
+       "      <td>701.588575</td>\n",
+       "      <td>681.160553</td>\n",
+       "      <td>1715.525743</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1442.641090</td>\n",
+       "      <td>977.862781</td>\n",
+       "      <td>756.046205</td>\n",
+       "      <td>716.356874</td>\n",
+       "      <td>1301.796921</td>\n",
+       "      <td>1402.793669</td>\n",
+       "      <td>893.297704</td>\n",
+       "      <td>895.210547</td>\n",
+       "      <td>1141.569394</td>\n",
+       "      <td>1365.695616</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>518</th>\n",
+       "      <td>TRPM4</td>\n",
+       "      <td>28.597537</td>\n",
+       "      <td>16.435987</td>\n",
+       "      <td>16.530200</td>\n",
+       "      <td>59.898725</td>\n",
+       "      <td>53.443546</td>\n",
+       "      <td>38.712979</td>\n",
+       "      <td>55.597330</td>\n",
+       "      <td>18.773256</td>\n",
+       "      <td>41.451221</td>\n",
+       "      <td>...</td>\n",
+       "      <td>62.307030</td>\n",
+       "      <td>98.057217</td>\n",
+       "      <td>47.966120</td>\n",
+       "      <td>51.669656</td>\n",
+       "      <td>7.062230</td>\n",
+       "      <td>30.840442</td>\n",
+       "      <td>52.303637</td>\n",
+       "      <td>31.228300</td>\n",
+       "      <td>13.495839</td>\n",
+       "      <td>68.502065</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>519</th>\n",
+       "      <td>TRPM6</td>\n",
+       "      <td>37.697968</td>\n",
+       "      <td>31.853536</td>\n",
+       "      <td>65.530211</td>\n",
+       "      <td>36.623656</td>\n",
+       "      <td>51.682986</td>\n",
+       "      <td>61.502160</td>\n",
+       "      <td>60.398337</td>\n",
+       "      <td>105.674672</td>\n",
+       "      <td>50.958146</td>\n",
+       "      <td>...</td>\n",
+       "      <td>44.297547</td>\n",
+       "      <td>24.747764</td>\n",
+       "      <td>70.194590</td>\n",
+       "      <td>36.038296</td>\n",
+       "      <td>34.434320</td>\n",
+       "      <td>29.223880</td>\n",
+       "      <td>31.399186</td>\n",
+       "      <td>104.235711</td>\n",
+       "      <td>77.722340</td>\n",
+       "      <td>35.223395</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>520</th>\n",
+       "      <td>TSHR</td>\n",
+       "      <td>41.161088</td>\n",
+       "      <td>22.144424</td>\n",
+       "      <td>77.556786</td>\n",
+       "      <td>20.367336</td>\n",
+       "      <td>27.885778</td>\n",
+       "      <td>31.194932</td>\n",
+       "      <td>26.535805</td>\n",
+       "      <td>22.065150</td>\n",
+       "      <td>42.092916</td>\n",
+       "      <td>...</td>\n",
+       "      <td>43.429343</td>\n",
+       "      <td>18.970439</td>\n",
+       "      <td>18.210083</td>\n",
+       "      <td>21.548014</td>\n",
+       "      <td>16.326671</td>\n",
+       "      <td>34.933068</td>\n",
+       "      <td>13.478043</td>\n",
+       "      <td>27.288544</td>\n",
+       "      <td>16.980173</td>\n",
+       "      <td>32.174682</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>521</th>\n",
+       "      <td>TTC38</td>\n",
+       "      <td>59.805400</td>\n",
+       "      <td>604.915692</td>\n",
+       "      <td>466.519853</td>\n",
+       "      <td>422.161951</td>\n",
+       "      <td>417.421482</td>\n",
+       "      <td>287.541080</td>\n",
+       "      <td>301.425110</td>\n",
+       "      <td>179.994734</td>\n",
+       "      <td>165.885458</td>\n",
+       "      <td>...</td>\n",
+       "      <td>201.570005</td>\n",
+       "      <td>785.942762</td>\n",
+       "      <td>195.353544</td>\n",
+       "      <td>200.472037</td>\n",
+       "      <td>25.420850</td>\n",
+       "      <td>351.835002</td>\n",
+       "      <td>259.222126</td>\n",
+       "      <td>496.183257</td>\n",
+       "      <td>663.848954</td>\n",
+       "      <td>277.309290</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>522</th>\n",
+       "      <td>TXK</td>\n",
+       "      <td>102.154317</td>\n",
+       "      <td>461.683072</td>\n",
+       "      <td>369.585981</td>\n",
+       "      <td>433.301672</td>\n",
+       "      <td>303.911136</td>\n",
+       "      <td>255.811062</td>\n",
+       "      <td>229.809866</td>\n",
+       "      <td>378.824519</td>\n",
+       "      <td>371.780133</td>\n",
+       "      <td>...</td>\n",
+       "      <td>405.317422</td>\n",
+       "      <td>604.438193</td>\n",
+       "      <td>336.868966</td>\n",
+       "      <td>361.171577</td>\n",
+       "      <td>256.428243</td>\n",
+       "      <td>486.890980</td>\n",
+       "      <td>373.557127</td>\n",
+       "      <td>323.923503</td>\n",
+       "      <td>471.298402</td>\n",
+       "      <td>286.448247</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>523</th>\n",
+       "      <td>TYR</td>\n",
+       "      <td>554.253226</td>\n",
+       "      <td>33.102444</td>\n",
+       "      <td>59.788941</td>\n",
+       "      <td>40.830350</td>\n",
+       "      <td>142.664396</td>\n",
+       "      <td>201.627410</td>\n",
+       "      <td>92.624383</td>\n",
+       "      <td>276.595607</td>\n",
+       "      <td>149.401994</td>\n",
+       "      <td>...</td>\n",
+       "      <td>42.963265</td>\n",
+       "      <td>234.827011</td>\n",
+       "      <td>164.665613</td>\n",
+       "      <td>55.263431</td>\n",
+       "      <td>63.311735</td>\n",
+       "      <td>51.224230</td>\n",
+       "      <td>14.859135</td>\n",
+       "      <td>72.150199</td>\n",
+       "      <td>280.054179</td>\n",
+       "      <td>137.320725</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>524</th>\n",
+       "      <td>UBASH3A</td>\n",
+       "      <td>419.302812</td>\n",
+       "      <td>135.308017</td>\n",
+       "      <td>318.699983</td>\n",
+       "      <td>103.287581</td>\n",
+       "      <td>217.849578</td>\n",
+       "      <td>220.827104</td>\n",
+       "      <td>161.245675</td>\n",
+       "      <td>273.339203</td>\n",
+       "      <td>614.944233</td>\n",
+       "      <td>...</td>\n",
+       "      <td>315.038269</td>\n",
+       "      <td>453.869155</td>\n",
+       "      <td>331.217973</td>\n",
+       "      <td>144.896551</td>\n",
+       "      <td>198.330922</td>\n",
+       "      <td>303.799067</td>\n",
+       "      <td>369.909006</td>\n",
+       "      <td>95.592084</td>\n",
+       "      <td>198.310051</td>\n",
+       "      <td>269.848269</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>525</th>\n",
+       "      <td>UGT1A8</td>\n",
+       "      <td>225.558061</td>\n",
+       "      <td>207.876472</td>\n",
+       "      <td>169.852006</td>\n",
+       "      <td>178.021709</td>\n",
+       "      <td>179.795274</td>\n",
+       "      <td>206.548805</td>\n",
+       "      <td>148.902419</td>\n",
+       "      <td>212.850081</td>\n",
+       "      <td>110.507174</td>\n",
+       "      <td>...</td>\n",
+       "      <td>192.916953</td>\n",
+       "      <td>121.369254</td>\n",
+       "      <td>164.105742</td>\n",
+       "      <td>131.258043</td>\n",
+       "      <td>379.238603</td>\n",
+       "      <td>154.640155</td>\n",
+       "      <td>203.011829</td>\n",
+       "      <td>194.763296</td>\n",
+       "      <td>283.702679</td>\n",
+       "      <td>253.109643</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>526</th>\n",
+       "      <td>UGT2B17</td>\n",
+       "      <td>108.528222</td>\n",
+       "      <td>27.601451</td>\n",
+       "      <td>9.318869</td>\n",
+       "      <td>27.494967</td>\n",
+       "      <td>8.679245</td>\n",
+       "      <td>20.927142</td>\n",
+       "      <td>52.499217</td>\n",
+       "      <td>31.367406</td>\n",
+       "      <td>6.697960</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.917942</td>\n",
+       "      <td>29.326439</td>\n",
+       "      <td>23.931791</td>\n",
+       "      <td>33.185917</td>\n",
+       "      <td>10.821546</td>\n",
+       "      <td>8.827613</td>\n",
+       "      <td>10.563516</td>\n",
+       "      <td>19.891420</td>\n",
+       "      <td>12.516614</td>\n",
+       "      <td>11.210866</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>527</th>\n",
+       "      <td>UPK3A</td>\n",
+       "      <td>16.496495</td>\n",
+       "      <td>31.459792</td>\n",
+       "      <td>13.925658</td>\n",
+       "      <td>28.085220</td>\n",
+       "      <td>30.149255</td>\n",
+       "      <td>14.357210</td>\n",
+       "      <td>39.200174</td>\n",
+       "      <td>25.835681</td>\n",
+       "      <td>14.241529</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.479887</td>\n",
+       "      <td>11.674709</td>\n",
+       "      <td>24.599439</td>\n",
+       "      <td>23.873609</td>\n",
+       "      <td>14.359787</td>\n",
+       "      <td>27.365423</td>\n",
+       "      <td>52.235081</td>\n",
+       "      <td>44.495307</td>\n",
+       "      <td>15.552401</td>\n",
+       "      <td>13.365377</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>528</th>\n",
+       "      <td>VILL</td>\n",
+       "      <td>45.410204</td>\n",
+       "      <td>131.385388</td>\n",
+       "      <td>202.861322</td>\n",
+       "      <td>120.530195</td>\n",
+       "      <td>169.869604</td>\n",
+       "      <td>111.158161</td>\n",
+       "      <td>175.915190</td>\n",
+       "      <td>70.523596</td>\n",
+       "      <td>269.004326</td>\n",
+       "      <td>...</td>\n",
+       "      <td>203.136939</td>\n",
+       "      <td>268.863297</td>\n",
+       "      <td>155.353119</td>\n",
+       "      <td>142.663484</td>\n",
+       "      <td>157.650055</td>\n",
+       "      <td>167.339003</td>\n",
+       "      <td>260.372456</td>\n",
+       "      <td>133.268282</td>\n",
+       "      <td>82.761830</td>\n",
+       "      <td>178.381068</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>529</th>\n",
+       "      <td>VNN1</td>\n",
+       "      <td>357.540409</td>\n",
+       "      <td>213.380187</td>\n",
+       "      <td>179.685581</td>\n",
+       "      <td>221.957853</td>\n",
+       "      <td>138.409900</td>\n",
+       "      <td>191.998118</td>\n",
+       "      <td>160.415654</td>\n",
+       "      <td>191.273908</td>\n",
+       "      <td>105.571258</td>\n",
+       "      <td>...</td>\n",
+       "      <td>90.485462</td>\n",
+       "      <td>52.417816</td>\n",
+       "      <td>143.108354</td>\n",
+       "      <td>201.496407</td>\n",
+       "      <td>19.168560</td>\n",
+       "      <td>186.826612</td>\n",
+       "      <td>217.665479</td>\n",
+       "      <td>190.763096</td>\n",
+       "      <td>61.524149</td>\n",
+       "      <td>31.811393</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>530</th>\n",
+       "      <td>VNN2</td>\n",
+       "      <td>210.074758</td>\n",
+       "      <td>541.703058</td>\n",
+       "      <td>3404.609299</td>\n",
+       "      <td>1049.711436</td>\n",
+       "      <td>428.003873</td>\n",
+       "      <td>1989.357383</td>\n",
+       "      <td>605.297504</td>\n",
+       "      <td>2297.046025</td>\n",
+       "      <td>719.044987</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1449.100033</td>\n",
+       "      <td>212.566742</td>\n",
+       "      <td>823.309101</td>\n",
+       "      <td>703.277085</td>\n",
+       "      <td>81.731764</td>\n",
+       "      <td>437.215191</td>\n",
+       "      <td>862.386192</td>\n",
+       "      <td>699.466893</td>\n",
+       "      <td>149.020283</td>\n",
+       "      <td>83.428078</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>531</th>\n",
+       "      <td>VNN3</td>\n",
+       "      <td>39.713984</td>\n",
+       "      <td>38.868693</td>\n",
+       "      <td>416.405767</td>\n",
+       "      <td>126.137489</td>\n",
+       "      <td>55.186369</td>\n",
+       "      <td>261.555970</td>\n",
+       "      <td>55.057677</td>\n",
+       "      <td>292.346022</td>\n",
+       "      <td>111.147701</td>\n",
+       "      <td>...</td>\n",
+       "      <td>201.242961</td>\n",
+       "      <td>47.271101</td>\n",
+       "      <td>113.394120</td>\n",
+       "      <td>93.539957</td>\n",
+       "      <td>31.305541</td>\n",
+       "      <td>48.347719</td>\n",
+       "      <td>61.986567</td>\n",
+       "      <td>64.076158</td>\n",
+       "      <td>41.638945</td>\n",
+       "      <td>42.043433</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>532</th>\n",
+       "      <td>VPREB3</td>\n",
+       "      <td>268.657023</td>\n",
+       "      <td>878.823061</td>\n",
+       "      <td>394.741428</td>\n",
+       "      <td>668.633439</td>\n",
+       "      <td>560.443001</td>\n",
+       "      <td>563.323263</td>\n",
+       "      <td>180.232517</td>\n",
+       "      <td>453.193511</td>\n",
+       "      <td>114.489974</td>\n",
+       "      <td>...</td>\n",
+       "      <td>728.059333</td>\n",
+       "      <td>166.635685</td>\n",
+       "      <td>392.066093</td>\n",
+       "      <td>372.743790</td>\n",
+       "      <td>1950.453553</td>\n",
+       "      <td>499.082260</td>\n",
+       "      <td>873.225356</td>\n",
+       "      <td>516.272590</td>\n",
+       "      <td>1079.743834</td>\n",
+       "      <td>1072.305073</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>533</th>\n",
+       "      <td>WNT5B</td>\n",
+       "      <td>24.234275</td>\n",
+       "      <td>29.565298</td>\n",
+       "      <td>45.242067</td>\n",
+       "      <td>79.067875</td>\n",
+       "      <td>49.268954</td>\n",
+       "      <td>85.073581</td>\n",
+       "      <td>26.721575</td>\n",
+       "      <td>33.201820</td>\n",
+       "      <td>84.301906</td>\n",
+       "      <td>...</td>\n",
+       "      <td>61.547826</td>\n",
+       "      <td>126.229157</td>\n",
+       "      <td>59.321586</td>\n",
+       "      <td>51.556015</td>\n",
+       "      <td>10.418006</td>\n",
+       "      <td>63.887299</td>\n",
+       "      <td>12.025401</td>\n",
+       "      <td>17.484092</td>\n",
+       "      <td>23.973709</td>\n",
+       "      <td>76.456404</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>534</th>\n",
+       "      <td>WNT7A</td>\n",
+       "      <td>29.766838</td>\n",
+       "      <td>32.771144</td>\n",
+       "      <td>48.257751</td>\n",
+       "      <td>29.586519</td>\n",
+       "      <td>36.662573</td>\n",
+       "      <td>30.846681</td>\n",
+       "      <td>39.888847</td>\n",
+       "      <td>37.020429</td>\n",
+       "      <td>73.407614</td>\n",
+       "      <td>...</td>\n",
+       "      <td>48.601739</td>\n",
+       "      <td>49.745091</td>\n",
+       "      <td>47.844988</td>\n",
+       "      <td>34.764982</td>\n",
+       "      <td>36.006192</td>\n",
+       "      <td>48.127445</td>\n",
+       "      <td>60.297825</td>\n",
+       "      <td>34.348873</td>\n",
+       "      <td>23.495058</td>\n",
+       "      <td>37.432574</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>535</th>\n",
+       "      <td>ZAP70</td>\n",
+       "      <td>541.193490</td>\n",
+       "      <td>1292.800862</td>\n",
+       "      <td>2841.062339</td>\n",
+       "      <td>715.259200</td>\n",
+       "      <td>1230.466830</td>\n",
+       "      <td>1031.553632</td>\n",
+       "      <td>797.925417</td>\n",
+       "      <td>735.334828</td>\n",
+       "      <td>2096.873673</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1550.703594</td>\n",
+       "      <td>2032.509804</td>\n",
+       "      <td>850.333202</td>\n",
+       "      <td>599.861803</td>\n",
+       "      <td>714.486206</td>\n",
+       "      <td>1488.578472</td>\n",
+       "      <td>1360.600107</td>\n",
+       "      <td>1029.308710</td>\n",
+       "      <td>1194.654720</td>\n",
+       "      <td>1389.897840</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>536</th>\n",
+       "      <td>ZBP1</td>\n",
+       "      <td>199.596571</td>\n",
+       "      <td>152.667826</td>\n",
+       "      <td>154.501773</td>\n",
+       "      <td>111.423733</td>\n",
+       "      <td>92.666704</td>\n",
+       "      <td>123.636469</td>\n",
+       "      <td>136.615854</td>\n",
+       "      <td>130.802857</td>\n",
+       "      <td>89.965775</td>\n",
+       "      <td>...</td>\n",
+       "      <td>82.620367</td>\n",
+       "      <td>205.980642</td>\n",
+       "      <td>100.151952</td>\n",
+       "      <td>96.370665</td>\n",
+       "      <td>97.773896</td>\n",
+       "      <td>76.419310</td>\n",
+       "      <td>77.366006</td>\n",
+       "      <td>128.668573</td>\n",
+       "      <td>146.475420</td>\n",
+       "      <td>81.177838</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>537</th>\n",
+       "      <td>ZBTB10</td>\n",
+       "      <td>57.153985</td>\n",
+       "      <td>130.258064</td>\n",
+       "      <td>569.992563</td>\n",
+       "      <td>146.175049</td>\n",
+       "      <td>186.039232</td>\n",
+       "      <td>215.039695</td>\n",
+       "      <td>174.664020</td>\n",
+       "      <td>133.241456</td>\n",
+       "      <td>320.707420</td>\n",
+       "      <td>...</td>\n",
+       "      <td>374.956951</td>\n",
+       "      <td>106.824552</td>\n",
+       "      <td>145.804778</td>\n",
+       "      <td>158.884582</td>\n",
+       "      <td>97.147451</td>\n",
+       "      <td>253.473974</td>\n",
+       "      <td>124.753854</td>\n",
+       "      <td>204.814396</td>\n",
+       "      <td>125.262421</td>\n",
+       "      <td>209.817998</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>538</th>\n",
+       "      <td>ZBTB32</td>\n",
+       "      <td>42.000858</td>\n",
+       "      <td>38.738421</td>\n",
+       "      <td>31.355156</td>\n",
+       "      <td>43.776593</td>\n",
+       "      <td>62.391278</td>\n",
+       "      <td>46.893540</td>\n",
+       "      <td>68.109328</td>\n",
+       "      <td>43.050515</td>\n",
+       "      <td>40.134975</td>\n",
+       "      <td>...</td>\n",
+       "      <td>80.753269</td>\n",
+       "      <td>54.987232</td>\n",
+       "      <td>63.577787</td>\n",
+       "      <td>59.477040</td>\n",
+       "      <td>144.181217</td>\n",
+       "      <td>28.817187</td>\n",
+       "      <td>55.015393</td>\n",
+       "      <td>65.435817</td>\n",
+       "      <td>29.754224</td>\n",
+       "      <td>93.699093</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>539</th>\n",
+       "      <td>ZFP36L2</td>\n",
+       "      <td>1157.776485</td>\n",
+       "      <td>1071.059015</td>\n",
+       "      <td>816.743555</td>\n",
+       "      <td>513.214346</td>\n",
+       "      <td>911.895247</td>\n",
+       "      <td>886.816325</td>\n",
+       "      <td>819.150646</td>\n",
+       "      <td>1019.168649</td>\n",
+       "      <td>908.298264</td>\n",
+       "      <td>...</td>\n",
+       "      <td>613.491063</td>\n",
+       "      <td>1193.017928</td>\n",
+       "      <td>867.882161</td>\n",
+       "      <td>730.082364</td>\n",
+       "      <td>1473.254524</td>\n",
+       "      <td>472.468608</td>\n",
+       "      <td>1808.782731</td>\n",
+       "      <td>515.307275</td>\n",
+       "      <td>930.558717</td>\n",
+       "      <td>1017.399851</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>540</th>\n",
+       "      <td>ZNF135</td>\n",
+       "      <td>7.889409</td>\n",
+       "      <td>52.434711</td>\n",
+       "      <td>36.970861</td>\n",
+       "      <td>41.263377</td>\n",
+       "      <td>36.678592</td>\n",
+       "      <td>27.566395</td>\n",
+       "      <td>22.216719</td>\n",
+       "      <td>35.041125</td>\n",
+       "      <td>31.136039</td>\n",
+       "      <td>...</td>\n",
+       "      <td>30.384510</td>\n",
+       "      <td>54.894430</td>\n",
+       "      <td>31.183052</td>\n",
+       "      <td>19.671663</td>\n",
+       "      <td>16.180469</td>\n",
+       "      <td>42.703585</td>\n",
+       "      <td>48.033978</td>\n",
+       "      <td>43.106188</td>\n",
+       "      <td>67.774601</td>\n",
+       "      <td>36.445281</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>541</th>\n",
+       "      <td>ZNF165</td>\n",
+       "      <td>27.506182</td>\n",
+       "      <td>8.392532</td>\n",
+       "      <td>4.687986</td>\n",
+       "      <td>9.801864</td>\n",
+       "      <td>282.790857</td>\n",
+       "      <td>162.906837</td>\n",
+       "      <td>237.012015</td>\n",
+       "      <td>617.040699</td>\n",
+       "      <td>217.700737</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.308271</td>\n",
+       "      <td>13.258060</td>\n",
+       "      <td>402.485091</td>\n",
+       "      <td>11.533076</td>\n",
+       "      <td>3.980330</td>\n",
+       "      <td>8.238147</td>\n",
+       "      <td>3.938434</td>\n",
+       "      <td>828.409781</td>\n",
+       "      <td>587.146385</td>\n",
+       "      <td>11.184848</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>542</th>\n",
+       "      <td>ZNF204P</td>\n",
+       "      <td>48.758206</td>\n",
+       "      <td>57.061392</td>\n",
+       "      <td>54.066110</td>\n",
+       "      <td>53.431099</td>\n",
+       "      <td>55.479452</td>\n",
+       "      <td>49.220967</td>\n",
+       "      <td>67.020255</td>\n",
+       "      <td>56.251190</td>\n",
+       "      <td>108.192232</td>\n",
+       "      <td>...</td>\n",
+       "      <td>73.162978</td>\n",
+       "      <td>93.670140</td>\n",
+       "      <td>76.274116</td>\n",
+       "      <td>56.708595</td>\n",
+       "      <td>76.239369</td>\n",
+       "      <td>74.082308</td>\n",
+       "      <td>91.209925</td>\n",
+       "      <td>52.212540</td>\n",
+       "      <td>53.140029</td>\n",
+       "      <td>62.398021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>543</th>\n",
+       "      <td>ZNF222</td>\n",
+       "      <td>32.720772</td>\n",
+       "      <td>58.067209</td>\n",
+       "      <td>77.998857</td>\n",
+       "      <td>69.003645</td>\n",
+       "      <td>92.466949</td>\n",
+       "      <td>76.298199</td>\n",
+       "      <td>51.843388</td>\n",
+       "      <td>83.130215</td>\n",
+       "      <td>103.752530</td>\n",
+       "      <td>...</td>\n",
+       "      <td>60.934160</td>\n",
+       "      <td>68.828740</td>\n",
+       "      <td>81.915489</td>\n",
+       "      <td>61.653266</td>\n",
+       "      <td>9.285707</td>\n",
+       "      <td>95.252363</td>\n",
+       "      <td>44.246170</td>\n",
+       "      <td>107.538203</td>\n",
+       "      <td>104.596890</td>\n",
+       "      <td>52.052568</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>544</th>\n",
+       "      <td>ZNF286A</td>\n",
+       "      <td>70.880992</td>\n",
+       "      <td>225.042651</td>\n",
+       "      <td>282.213516</td>\n",
+       "      <td>178.471875</td>\n",
+       "      <td>144.134043</td>\n",
+       "      <td>190.900156</td>\n",
+       "      <td>127.154172</td>\n",
+       "      <td>203.555087</td>\n",
+       "      <td>108.444043</td>\n",
+       "      <td>...</td>\n",
+       "      <td>230.512154</td>\n",
+       "      <td>104.122230</td>\n",
+       "      <td>138.287435</td>\n",
+       "      <td>121.599219</td>\n",
+       "      <td>288.928464</td>\n",
+       "      <td>156.277020</td>\n",
+       "      <td>251.969792</td>\n",
+       "      <td>134.037765</td>\n",
+       "      <td>259.911676</td>\n",
+       "      <td>250.981308</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>545</th>\n",
+       "      <td>ZNF324</td>\n",
+       "      <td>35.750297</td>\n",
+       "      <td>30.012501</td>\n",
+       "      <td>70.749312</td>\n",
+       "      <td>53.038885</td>\n",
+       "      <td>47.293548</td>\n",
+       "      <td>48.953839</td>\n",
+       "      <td>31.123677</td>\n",
+       "      <td>34.999003</td>\n",
+       "      <td>106.739263</td>\n",
+       "      <td>...</td>\n",
+       "      <td>74.532124</td>\n",
+       "      <td>84.772633</td>\n",
+       "      <td>57.069823</td>\n",
+       "      <td>41.285583</td>\n",
+       "      <td>24.443720</td>\n",
+       "      <td>79.775995</td>\n",
+       "      <td>31.598262</td>\n",
+       "      <td>41.351515</td>\n",
+       "      <td>39.350155</td>\n",
+       "      <td>54.345457</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>546</th>\n",
+       "      <td>ZNF442</td>\n",
+       "      <td>32.183320</td>\n",
+       "      <td>31.685693</td>\n",
+       "      <td>46.017288</td>\n",
+       "      <td>35.806223</td>\n",
+       "      <td>40.883468</td>\n",
+       "      <td>35.310897</td>\n",
+       "      <td>56.534880</td>\n",
+       "      <td>39.367911</td>\n",
+       "      <td>28.900849</td>\n",
+       "      <td>...</td>\n",
+       "      <td>45.608010</td>\n",
+       "      <td>31.424052</td>\n",
+       "      <td>36.480010</td>\n",
+       "      <td>35.530474</td>\n",
+       "      <td>18.941193</td>\n",
+       "      <td>38.508023</td>\n",
+       "      <td>32.533233</td>\n",
+       "      <td>48.370295</td>\n",
+       "      <td>27.523809</td>\n",
+       "      <td>28.942266</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>547 rows × 1001 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    Gene symbol           V1           V2           V3           V4  \\\n",
+       "0         ABCB4     7.673002    89.153072    48.971419    93.913063   \n",
+       "1         ABCB9   252.944093    75.466101    23.491314    75.434049   \n",
+       "2         ACAP1   632.125573   343.625316   572.119823   246.438125   \n",
+       "3          ACHE    19.816211    23.481322    64.125618   148.818706   \n",
+       "4          ACP5  5631.592936  3511.926966  1441.301940  3766.244642   \n",
+       "..          ...          ...          ...          ...          ...   \n",
+       "542     ZNF204P    48.758206    57.061392    54.066110    53.431099   \n",
+       "543      ZNF222    32.720772    58.067209    77.998857    69.003645   \n",
+       "544     ZNF286A    70.880992   225.042651   282.213516   178.471875   \n",
+       "545      ZNF324    35.750297    30.012501    70.749312    53.038885   \n",
+       "546      ZNF442    32.183320    31.685693    46.017288    35.806223   \n",
+       "\n",
+       "              V5           V6          V7           V8           V9  ...  \\\n",
+       "0      62.088621    56.655501   10.574024    62.133919    24.254555  ...   \n",
+       "1      38.178484    65.054379  122.334218    85.719180    31.492915  ...   \n",
+       "2     419.885065   460.838182  276.133797   585.041419   705.762770  ...   \n",
+       "3     181.653186    39.208100  227.547769    33.310385    41.328040  ...   \n",
+       "4    2562.465631  3841.155449  908.523285  2159.867915  2344.835618  ...   \n",
+       "..           ...          ...         ...          ...          ...  ...   \n",
+       "542    55.479452    49.220967   67.020255    56.251190   108.192232  ...   \n",
+       "543    92.466949    76.298199   51.843388    83.130215   103.752530  ...   \n",
+       "544   144.134043   190.900156  127.154172   203.555087   108.444043  ...   \n",
+       "545    47.293548    48.953839   31.123677    34.999003   106.739263  ...   \n",
+       "546    40.883468    35.310897   56.534880    39.367911    28.900849  ...   \n",
+       "\n",
+       "            V991         V992         V993         V994         V995  \\\n",
+       "0      57.985336    36.365326    40.239448    25.707640     9.861928   \n",
+       "1      25.164367    79.622988    68.854989    92.933668    24.197179   \n",
+       "2     463.042073   627.771165   500.710117   270.525319   480.364715   \n",
+       "3     253.071079   222.404087   124.188930   168.821501    17.123620   \n",
+       "4    1794.585410  2229.277666  2394.477419  3805.807685  1571.106388   \n",
+       "..           ...          ...          ...          ...          ...   \n",
+       "542    73.162978    93.670140    76.274116    56.708595    76.239369   \n",
+       "543    60.934160    68.828740    81.915489    61.653266     9.285707   \n",
+       "544   230.512154   104.122230   138.287435   121.599219   288.928464   \n",
+       "545    74.532124    84.772633    57.069823    41.285583    24.443720   \n",
+       "546    45.608010    31.424052    36.480010    35.530474    18.941193   \n",
+       "\n",
+       "            V996        V997        V998         V999        V1000  \n",
+       "0      76.025399  122.753714   14.723155   171.305793   119.547880  \n",
+       "1      37.472960   22.564546   47.198158    39.663271    28.433639  \n",
+       "2     402.688367  527.962128  328.634180   515.340929   463.864381  \n",
+       "3      31.154009  253.780944  116.804811    20.402001   197.548285  \n",
+       "4    3342.368717  542.849191  919.492011  2532.106841  1662.893678  \n",
+       "..           ...         ...         ...          ...          ...  \n",
+       "542    74.082308   91.209925   52.212540    53.140029    62.398021  \n",
+       "543    95.252363   44.246170  107.538203   104.596890    52.052568  \n",
+       "544   156.277020  251.969792  134.037765   259.911676   250.981308  \n",
+       "545    79.775995   31.598262   41.351515    39.350155    54.345457  \n",
+       "546    38.508023   32.533233   48.370295    27.523809    28.942266  \n",
+       "\n",
+       "[547 rows x 1001 columns]"
+      ]
+     },
+     "execution_count": 140,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Y"
+   ]
   }
  ],
  "metadata": {
@@ -103,7 +3617,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.7.0"
   }
  },
  "nbformat": 4,
diff --git a/app/__pycache__/app.cpython-37.pyc b/app/__pycache__/app.cpython-37.pyc
index 189036da48a08bbb2d953c6e23c1d6c1e1d53cb3..7386a61792137b49eeee98fbf8fb14bd3a96bfa5 100644
GIT binary patch
delta 19
Zcmcc2beW0EiI<m)0SMOr-N@z12mml>1k3;c

delta 19
Zcmcc2beW0EiI<m)0SNeSZ{+f11OO}k1PTBE

diff --git a/app/pages/__pycache__/__init__.cpython-37.pyc b/app/pages/__pycache__/__init__.cpython-37.pyc
index af8208173b358e907e1ed662ca3322aa4aede884..1eec8e18c795a92f34dd55a76ad501652b260ee5 100644
GIT binary patch
delta 18
YcmbQvIGvHpiI<m)0SMOroygS-03&DwbpQYW

delta 18
YcmbQvIGvHpiI<m)0SG4Dp2*b;03uHWHUIzs

diff --git a/app/pages/__pycache__/index.cpython-37.pyc b/app/pages/__pycache__/index.cpython-37.pyc
index 82e245ac6f478497619b061f1cd840e6c7776da7..8e17df6f1dd504d0380a7feff510ca7ce3c27729 100644
GIT binary patch
delta 19
ZcmbQ}KGB`aiI<m)0SMOr-N@Ch3;;0b1u_5t

delta 19
ZcmbQ}KGB`aiI<m)0SNxR*vQqc3;;4&1#AES

diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index 5ea311a8bf75fda79d51eccf4f45d8cdeef1b858..e8151978ca8438b0958f18cd59f27567b8d0a9b3 100644
GIT binary patch
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index 36a77ea..f017b8c 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -7,6 +7,12 @@
 import numpy as np
 import pandas as pd
 
+from joblib import Parallel, delayed
+
+from random import seed
+from random import sample 
+from random import randint
+
 from dash.dependencies import Input, Output, State
 import dash_core_components as dcc
 import dash_html_components as html
@@ -16,9 +22,22 @@
 
 from app import app
 
-signature = ''
-filename_signature = ''
-dataFrameSignature = ''
+signature = None
+filename_signature = None
+dataFrameSignature = None
+result1 = None
+pValues1 = None
+tableMetrics1 = None
+result2 = None
+pValues2 = None
+tableMetrics2 = None
+subjects = None
+betas = None
+lines = None
+estimate_lines = None
+ids = None
+
+seed(123)
 
 layout = html.Div([
     html.Div([
@@ -110,6 +129,24 @@
         'background-color': '#F7F7F7',
 })
 
+def createBetas (X, a, b, n):
+
+    ns = randint(a, b)
+    r = np.random.uniform(1, 0.2, ns)
+    rn = r/r.sum()
+    id = sample(range(n-1), ns)
+    betas = np.repeat(.0, n, axis=0)
+    for index, i in enumerate(id, start = 0):
+        betas[i] = rn[index]
+
+    vector = X.to_numpy(copy=True)    
+    vector = vector.flatten()
+        
+    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]
+
+    return betas, id, A
+
+
 def parse_contents(contents, filename, date):
     content_type, content_string = contents.split(',')
     
@@ -125,7 +162,6 @@ def parse_contents(contents, filename, date):
             # Assume that the user uploaded an excel file
             signature = io.BytesIO(decoded)
             dataFrameSignature = pd.read_excel(signature, sheet_name = 0)
-            print(len(dataFrameSignature.columns))
             
     except Exception as e:
         print(e)
@@ -142,15 +178,15 @@ def parse_contents(contents, filename, date):
         dcc.RangeSlider(
             id='lines_slider',
             min=1,
-            max=len(dataFrameSignature.columns),
+            max=(len(dataFrameSignature.columns)-1),
             step=1,
             # marks={i: '{}'.format(i) for i in range(len(dataFrameSignature.columns)+1)},
             marks={
               1: '1',
-              round(len(dataFrameSignature.columns)/2): str(round(len(dataFrameSignature.columns)/2)),
-              len(dataFrameSignature.columns): str(len(dataFrameSignature.columns))
+              round((len(dataFrameSignature.columns)-1)/2): str(round((len(dataFrameSignature.columns)-1)/2)),
+              (len(dataFrameSignature.columns)-1): str((len(dataFrameSignature.columns)-1))
             },
-            value=[round(len(dataFrameSignature.columns)*0.2), round(len(dataFrameSignature.columns)*0.75)]
+            value=[round((len(dataFrameSignature.columns)-1)*0.2), round((len(dataFrameSignature.columns)-1)*0.75)]
         ),
         html.P(id='lines_slider_output', style={
             'margin-top': '40px'
@@ -179,9 +215,9 @@ def update_lines(lines_slider):
     [dash.dependencies.Input('button_validate', 'n_clicks')],
     [dash.dependencies.State('lines_slider', 'value'),
      dash.dependencies.State('cpu-slider', 'value')])
-def update_output(n_clicks, lines, cpu):
+def update_output(n_clicks, lines_slider, cpu):
    
-    global signature, result, pValues, tableMetrics, urlLm22, urlTil10
+    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids
     
     if n_clicks is not None:
 
@@ -192,10 +228,41 @@ def update_output(n_clicks, lines, cpu):
         #if __name__ == '__main__':            
         #if __name__ == 'app':
         if True:
-            result, pValues = Mixture.Mixture(X, Y , cpu, 0, '')
+
+            rango = 500
+
+            lines = lines_slider
+
+            # Escenario 1
+            result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '')            
+            metrics1 = result1.Subjects[0].ACCmetrix[0].reset_index()
+
+            # Escenario 2            
+            X = dataFrameSignature.iloc[:, 1:]
+
+            subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))
             
-            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+            # Getting expression matrix
+            vector = [x[2] for x in subjects]
+            columns = ['V' + str(x+1) for x in range(len(subjects))]
+            Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)
+            Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])
 
+            # Getting Real Betas Matrix
+            vector = [x[0] for x in subjects]
+            columns = ['V' + str(x+1) for x in range(len(subjects))]
+            betas = pd.DataFrame(np.column_stack(vector), columns=columns)
+
+            X = dataFrameSignature
+
+            result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '') 
+            betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
+            estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
+            metrics2 = result2.Subjects[0].ACCmetrix[0].reset_index()
+
+            vector = [len(x[1]) for x in subjects]
+            ids = pd.DataFrame(np.column_stack(vector))
+            
         children = [            
             dcc.Tabs(id='tabs4', value='tab4-1', children=[
                 dcc.Tab(label='Plots', value='tab4-1'),
@@ -208,13 +275,131 @@ def update_output(n_clicks, lines, cpu):
 @app.callback(Output('tabs4-content', 'children'),
               [Input('tabs4', 'value')])
 def render_content2(tab):
-    if tab == 'tab4-3':
+    if tab == 'tab4-1':
         return html.Div([
-            dcc.Tabs(id='tabs5', value='tab5-1', children=[
+            dcc.Tabs(id='tabs5', value='tab5-3', children=[
                 dcc.Tab(label='Breal - Bsim', value='tab5-1'),
                 dcc.Tab(label='Breal vs Bsim', value='tab5-2'),
                 dcc.Tab(label='Heatmaps', value='tab5-3'),
                 dcc.Tab(label='BoxPlot', value='tab5-4'),
             ]),
-            html.Div(id='tabs-content')
-        ]) 
\ No newline at end of file
+            html.Div(id='tabs5-content')
+        ])
+
+@app.callback(Output('tabs5-content', 'children'),
+              [Input('tabs5', 'value')])
+def render_content1(tab):
+    global result1, result2, betas, lines, estimate_lines, ids
+    count = len(result1.Subjects[0].MIXprop[0])
+    if tab == 'tab5-1':      
+        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+        betasSim = betasSim.flatten()
+        betasHat = betas.to_numpy(copy=True)
+        betasHat = betasHat.flatten()
+        mean = np.mean(betasSim - betasHat)
+        std = np.std(betasSim - betasHat)
+        return html.Div([
+            html.H3('rReal betas - Simulated betas'),
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=go.Scatter(
+                    x = betasHat,
+                    y = betasSim - betasHat,
+                    mode='markers'
+                ),
+                layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=mean,
+                                x1=count,
+                                y1=mean,
+                                line=dict(
+                                    color="red",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean+2*std),
+                                x1=count,
+                                y1=(mean+2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean-2*std),
+                                x1=count,
+                                y1=(mean-2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    ))
+            )
+        ])
+    elif tab == 'tab5-2':      
+        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+        betasSim = betasSim.flatten()
+        betasHat = betas.to_numpy(copy=True)
+        betasHat = betasHat.flatten()
+        return html.Div([
+            html.H3('Real betas vs Simulated betas'),
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=go.Scatter(
+                    x = betasHat,
+                    y = betasSim,
+                    mode='markers'
+                ))
+            )
+        ])
+    elif tab == 'tab5-3':
+        items = [result1.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result1.Subjects[0].MIXprop[0]))]        
+        return html.Div([
+            html.H3('Aca un titulo para el heatmap (o no)'),
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=result1.Subjects[0].MIXprop[0].index,
+                    y=result1.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab5-4':
+        items = [go.Box(y=estimate_lines[(ids.values == j)[0]][0], name = str(j)) for j in range(lines[0],lines[1])]        
+        return html.Div([
+            html.H3('Aca titulo para el boxplot'),
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=items,
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=0, automargin= True)
+                    )
+                )
+            )
+        ])
\ No newline at end of file

From b2fa72e1ad082998143e2525f677ebbd5bc45cb7 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Fri, 22 Nov 2019 11:08:03 -0300
Subject: [PATCH 31/52] Fixing plots

---
 app/pages/__pycache__/validate.cpython-37.pyc | Bin 9353 -> 9526 bytes
 app/pages/validate.py                         |  50 +++++++++++++-----
 2 files changed, 37 insertions(+), 13 deletions(-)

diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index e8151978ca8438b0958f18cd59f27567b8d0a9b3..d4c43a2cb9fb973ac3fd305a3f9ffb838f769a3f 100644
GIT binary patch
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index f017b8c..8bd1260 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -229,7 +229,7 @@ def update_output(n_clicks, lines_slider, cpu):
         #if __name__ == 'app':
         if True:
 
-            rango = 500
+            rango = 100
 
             lines = lines_slider
 
@@ -290,7 +290,7 @@ def render_content2(tab):
               [Input('tabs5', 'value')])
 def render_content1(tab):
     global result1, result2, betas, lines, estimate_lines, ids
-    count = len(result1.Subjects[0].MIXprop[0])
+    count = len(result2.Subjects[0].MIXprop[0])
     if tab == 'tab5-1':      
         betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
         betasSim = betasSim.flatten()
@@ -299,21 +299,23 @@ def render_content1(tab):
         mean = np.mean(betasSim - betasHat)
         std = np.std(betasSim - betasHat)
         return html.Div([
-            html.H3('rReal betas - Simulated betas'),
+            html.H3('Real betas - Simulated betas'),
             dcc.Graph(
                 id='graph-3',
                 figure=go.Figure(data=go.Scatter(
                     x = betasHat,
                     y = betasSim - betasHat,
-                    mode='markers'
+                    mode='markers',
+                    marker_color='rgba(0, 0, 0, .9)'
                 ),
                 layout=go.Layout(
                         shapes=[
                             go.layout.Shape(
                                 type="line",
-                                x0=-1,
+                                xref="paper",
+                                x0=0,
                                 y0=mean,
-                                x1=count,
+                                x1=1,
                                 y1=mean,
                                 line=dict(
                                     color="red",
@@ -323,9 +325,10 @@ def render_content1(tab):
                             ),
                             go.layout.Shape(
                                 type="line",
-                                x0=-1,
+                                xref="paper",
+                                x0=0,
                                 y0=(mean+2*std),
-                                x1=count,
+                                x1=1,
                                 y1=(mean+2*std),
                                 line=dict(
                                     color="blue",
@@ -335,9 +338,10 @@ def render_content1(tab):
                             ),
                             go.layout.Shape(
                                 type="line",
-                                x0=-1,
+                                xref="paper",
+                                x0=0,
                                 y0=(mean-2*std),
-                                x1=count,
+                                x1=1,
                                 y1=(mean-2*std),
                                 line=dict(
                                     color="blue",
@@ -348,7 +352,8 @@ def render_content1(tab):
                         ],
                         height=700,
                         xaxis=dict(tickangle=-90, automargin= True)
-                    ))
+                    )
+                )
             )
         ])
     elif tab == 'tab5-2':      
@@ -363,8 +368,27 @@ def render_content1(tab):
                 figure=go.Figure(data=go.Scatter(
                     x = betasHat,
                     y = betasSim,
-                    mode='markers'
-                ))
+                    mode='markers',
+                    marker_color='rgba(0, 0, 0, .9)'
+                ),
+                layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=0,
+                                y0=0,
+                                x1=1,
+                                y1=1,
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
             )
         ])
     elif tab == 'tab5-3':

From dcb4c58fcbb3fda5afb9c825df6d9f07947a4e28 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 22 Nov 2019 13:51:40 -0300
Subject: [PATCH 32/52] Fixing labels

---
 app/__pycache__/app.cpython-36.pyc            | Bin 0 -> 333 bytes
 app/pages/__pycache__/__init__.cpython-36.pyc | Bin 0 -> 145 bytes
 app/pages/__pycache__/index.cpython-36.pyc    | Bin 0 -> 9125 bytes
 app/pages/__pycache__/validate.cpython-36.pyc | Bin 0 -> 9489 bytes
 app/pages/validate.py                         |  28 +++++++++---------
 5 files changed, 14 insertions(+), 14 deletions(-)
 create mode 100644 app/__pycache__/app.cpython-36.pyc
 create mode 100644 app/pages/__pycache__/__init__.cpython-36.pyc
 create mode 100644 app/pages/__pycache__/index.cpython-36.pyc
 create mode 100644 app/pages/__pycache__/validate.cpython-36.pyc

diff --git a/app/__pycache__/app.cpython-36.pyc b/app/__pycache__/app.cpython-36.pyc
new file mode 100644
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diff --git a/app/pages/__pycache__/__init__.cpython-36.pyc b/app/pages/__pycache__/__init__.cpython-36.pyc
new file mode 100644
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diff --git a/app/pages/__pycache__/index.cpython-36.pyc b/app/pages/__pycache__/index.cpython-36.pyc
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index 8bd1260..bbea388 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -62,6 +62,10 @@
             multiple=True
         ),
         dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-msignature")], type="default"),
+        html.P('False discovery test', style={
+            'border-top': '1px black solid',
+            'margin-top': '20px'
+        }),
         dcc.Checklist(
             id="check_celllines",
             options=[
@@ -172,21 +176,21 @@ def parse_contents(contents, filename, date):
     
     return html.Div([
         html.P('Selected: ' + filename),
-        html.P('No se que label colocarle aca:', style={
+        html.P('Max number of cell lines in the mixture simulated sample:', style={
             'margin-top': '10px'
         }),        
         dcc.RangeSlider(
             id='lines_slider',
-            min=1,
+            min=2,
             max=(len(dataFrameSignature.columns)-1),
             step=1,
             # marks={i: '{}'.format(i) for i in range(len(dataFrameSignature.columns)+1)},
             marks={
-              1: '1',
+              2: '2',
               round((len(dataFrameSignature.columns)-1)/2): str(round((len(dataFrameSignature.columns)-1)/2)),
               (len(dataFrameSignature.columns)-1): str((len(dataFrameSignature.columns)-1))
             },
-            value=[round((len(dataFrameSignature.columns)-1)*0.2), round((len(dataFrameSignature.columns)-1)*0.75)]
+            value=[2, round((len(dataFrameSignature.columns)-1)*0.75)]
         ),
         html.P(id='lines_slider_output', style={
             'margin-top': '40px'
@@ -229,7 +233,7 @@ def update_output(n_clicks, lines_slider, cpu):
         #if __name__ == 'app':
         if True:
 
-            rango = 100
+            rango = 10
 
             lines = lines_slider
 
@@ -265,7 +269,7 @@ def update_output(n_clicks, lines_slider, cpu):
             
         children = [            
             dcc.Tabs(id='tabs4', value='tab4-1', children=[
-                dcc.Tab(label='Plots', value='tab4-1'),
+                dcc.Tab(label='Similation Test', value='tab4-1'),
             ]),
             html.Div(id='tabs4-content')
         ]
@@ -278,10 +282,10 @@ def render_content2(tab):
     if tab == 'tab4-1':
         return html.Div([
             dcc.Tabs(id='tabs5', value='tab5-3', children=[
-                dcc.Tab(label='Breal - Bsim', value='tab5-1'),
-                dcc.Tab(label='Breal vs Bsim', value='tab5-2'),
-                dcc.Tab(label='Heatmaps', value='tab5-3'),
-                dcc.Tab(label='BoxPlot', value='tab5-4'),
+                dcc.Tab(label='Bland-Altman analysis', value='tab5-1'),
+                dcc.Tab(label='Correlation analysis', value='tab5-2'),
+                dcc.Tab(label='Self test', value='tab5-3'),
+                dcc.Tab(label='Number of Cell types', value='tab5-4'),
             ]),
             html.Div(id='tabs5-content')
         ])
@@ -299,7 +303,6 @@ def render_content1(tab):
         mean = np.mean(betasSim - betasHat)
         std = np.std(betasSim - betasHat)
         return html.Div([
-            html.H3('Real betas - Simulated betas'),
             dcc.Graph(
                 id='graph-3',
                 figure=go.Figure(data=go.Scatter(
@@ -362,7 +365,6 @@ def render_content1(tab):
         betasHat = betas.to_numpy(copy=True)
         betasHat = betasHat.flatten()
         return html.Div([
-            html.H3('Real betas vs Simulated betas'),
             dcc.Graph(
                 id='graph-3',
                 figure=go.Figure(data=go.Scatter(
@@ -394,7 +396,6 @@ def render_content1(tab):
     elif tab == 'tab5-3':
         items = [result1.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result1.Subjects[0].MIXprop[0]))]        
         return html.Div([
-            html.H3('Aca un titulo para el heatmap (o no)'),
             dcc.Graph(
                 id='graph-3',
                 figure=go.Figure(data=go.Heatmap(
@@ -416,7 +417,6 @@ def render_content1(tab):
     elif tab == 'tab5-4':
         items = [go.Box(y=estimate_lines[(ids.values == j)[0]][0], name = str(j)) for j in range(lines[0],lines[1])]        
         return html.Div([
-            html.H3('Aca titulo para el boxplot'),
             dcc.Graph(
                 id='graph-3',
                 figure=go.Figure(data=items,

From ce43261a5a7ff5d43222fe2a947cd0f31fffed62 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Wed, 27 Nov 2019 20:56:43 -0300
Subject: [PATCH 33/52] changes

---
 app/pages/__pycache__/validate.cpython-37.pyc | Bin 9526 -> 9526 bytes
 app/pages/validate.py                         |   2 +-
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index d4c43a2cb9fb973ac3fd305a3f9ffb838f769a3f..b5208dd164e65f6cc28cd94cc8789104214ebd79 100644
GIT binary patch
delta 29
jcmdnywatsyiI<m)0SLT#?#E8t$XhMM$hEmsXsr+cbG!%p

delta 29
jcmdnywatsyiI<m)0SF$xx*j`eBX6}3W6I`Ep|wH)i`EIk

diff --git a/app/pages/validate.py b/app/pages/validate.py
index 8bd1260..15781c8 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -229,7 +229,7 @@ def update_output(n_clicks, lines_slider, cpu):
         #if __name__ == 'app':
         if True:
 
-            rango = 100
+            rango = 10
 
             lines = lines_slider
 

From 3b448df1e8abdfc554d60b704d39bc2209935e38 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Wed, 27 Nov 2019 21:45:50 -0300
Subject: [PATCH 34/52] bland altman percetns

---
 app/pages/__pycache__/validate.cpython-37.pyc | Bin 9526 -> 10810 bytes
 app/pages/validate.py                         | 203 +++++++++++++-----
 2 files changed, 150 insertions(+), 53 deletions(-)

diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index b5208dd164e65f6cc28cd94cc8789104214ebd79..75fd70ff97cd8cf6e28e0adb321652a12137857e 100644
GIT binary patch
delta 3745
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index bbea388..bb1b47a 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -233,7 +233,7 @@ def update_output(n_clicks, lines_slider, cpu):
         #if __name__ == 'app':
         if True:
 
-            rango = 10
+            rango = 500
 
             lines = lines_slider
 
@@ -290,6 +290,91 @@ def render_content2(tab):
             html.Div(id='tabs5-content')
         ])
 
+@app.callback(Output('graph1-div', 'children'),
+              [Input('drop_graph1', 'value')])
+def render_graph1 (value):
+    global result1, result2, betas, lines, estimate_lines, ids
+    count = len(result2.Subjects[0].MIXprop[0])
+    print(value)
+    if value == 'pro':
+        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+        betasSim = betasSim.flatten()
+        betasHat = betas.to_numpy(copy=True)
+        betasHat = betasHat.flatten()
+        mean = np.mean(betasSim - betasHat)
+        std = np.std(betasSim - betasHat)
+        xx = betasHat
+        yy = betasSim - betasHat
+    elif value == 'per':
+        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+        betasSim = betasSim.flatten()
+        betasHat = betas.to_numpy(copy=True)
+        betasHat = betasHat.flatten()
+        mean = np.mean(betasSim - betasHat)
+        std = np.std(betasSim - betasHat)
+        xx = [0, 100]
+        yy = 100 * np.divide(betasSim, betasHat, out=np.zeros_like(betasSim), where=betasHat!=0)
+        print(yy)
+
+    children = [        
+        dcc.Graph(
+            id='graph-3',
+            figure=go.Figure(data=go.Scatter(
+                x = xx,
+                y = yy,
+                mode='markers',
+                marker_color='rgba(0, 0, 0, .9)'
+            ),
+            layout=go.Layout(
+                    shapes=[
+                        go.layout.Shape(
+                            type="line",
+                            xref="paper",
+                            x0=0,
+                            y0=mean,
+                            x1=1,
+                            y1=mean,
+                            line=dict(
+                                color="red",
+                                width=2,
+                                dash="dashdot",
+                            ),
+                        ),
+                        go.layout.Shape(
+                            type="line",
+                            xref="paper",
+                            x0=0,
+                            y0=(mean+2*std),
+                            x1=1,
+                            y1=(mean+2*std),
+                            line=dict(
+                                color="blue",
+                                width=2,
+                                dash="dashdot",
+                            ),
+                        ),
+                        go.layout.Shape(
+                            type="line",
+                            xref="paper",
+                            x0=0,
+                            y0=(mean-2*std),
+                            x1=1,
+                            y1=(mean-2*std),
+                            line=dict(
+                                color="blue",
+                                width=2,
+                                dash="dashdot",
+                            ),
+                        )
+                    ],
+                    height=700,
+                    xaxis=dict(tickangle=-90, automargin= True)
+                )
+            )
+        )
+    ]
+    return children
+
 @app.callback(Output('tabs5-content', 'children'),
               [Input('tabs5', 'value')])
 def render_content1(tab):
@@ -302,62 +387,74 @@ def render_content1(tab):
         betasHat = betasHat.flatten()
         mean = np.mean(betasSim - betasHat)
         std = np.std(betasSim - betasHat)
-        return html.Div([
-            dcc.Graph(
-                id='graph-3',
-                figure=go.Figure(data=go.Scatter(
-                    x = betasHat,
-                    y = betasSim - betasHat,
-                    mode='markers',
-                    marker_color='rgba(0, 0, 0, .9)'
-                ),
-                layout=go.Layout(
-                        shapes=[
-                            go.layout.Shape(
-                                type="line",
-                                xref="paper",
-                                x0=0,
-                                y0=mean,
-                                x1=1,
-                                y1=mean,
-                                line=dict(
-                                    color="red",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            ),
-                            go.layout.Shape(
-                                type="line",
-                                xref="paper",
-                                x0=0,
-                                y0=(mean+2*std),
-                                x1=1,
-                                y1=(mean+2*std),
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                    dash="dashdot",
+        return html.Div(            
+            children = [
+            dcc.Dropdown(
+                id='drop_graph1',
+                options=[
+                    {'label': 'Proportions', 'value': 'pro'},
+                    {'label': 'Percents', 'value': 'per'}
+                ],
+                value='pro'
+            ),
+            html.Div(id='graph1-div',
+            children = [
+                dcc.Graph(
+                    id='graph-3',
+                    figure=go.Figure(data=go.Scatter(
+                        x = betasHat,
+                        y = betasSim - betasHat,
+                        mode='markers',
+                        marker_color='rgba(0, 0, 0, .9)'
+                    ),
+                    layout=go.Layout(
+                            shapes=[
+                                go.layout.Shape(
+                                    type="line",
+                                    xref="paper",
+                                    x0=0,
+                                    y0=mean,
+                                    x1=1,
+                                    y1=mean,
+                                    line=dict(
+                                        color="red",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
                                 ),
-                            ),
-                            go.layout.Shape(
-                                type="line",
-                                xref="paper",
-                                x0=0,
-                                y0=(mean-2*std),
-                                x1=1,
-                                y1=(mean-2*std),
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                    dash="dashdot",
+                                go.layout.Shape(
+                                    type="line",
+                                    xref="paper",
+                                    x0=0,
+                                    y0=(mean+2*std),
+                                    x1=1,
+                                    y1=(mean+2*std),
+                                    line=dict(
+                                        color="blue",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
                                 ),
-                            )
-                        ],
-                        height=700,
-                        xaxis=dict(tickangle=-90, automargin= True)
+                                go.layout.Shape(
+                                    type="line",
+                                    xref="paper",
+                                    x0=0,
+                                    y0=(mean-2*std),
+                                    x1=1,
+                                    y1=(mean-2*std),
+                                    line=dict(
+                                        color="blue",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                )
+                            ],
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
                     )
                 )
-            )
+            ])
         ])
     elif tab == 'tab5-2':      
         betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)

From 007c159496c772c7eacb05c0d02c74226d979510 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Mon, 2 Dec 2019 10:11:17 -0300
Subject: [PATCH 35/52] dev validate

---
 app/pages/__pycache__/validate.cpython-37.pyc | Bin 10810 -> 11241 bytes
 app/pages/validate.py                         | 152 +++++++++---------
 2 files changed, 80 insertions(+), 72 deletions(-)

diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index 75fd70ff97cd8cf6e28e0adb321652a12137857e..f62317c1ed0e9fd81fac532973864dcde0f71449 100644
GIT binary patch
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GA^!m%%1q?|

diff --git a/app/pages/validate.py b/app/pages/validate.py
index bb1b47a..c531c62 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -19,6 +19,8 @@
 import dash_table as dt
 from flask import send_file
 import plotly.graph_objects as go
+from plotly.subplots import make_subplots
+from sklearn.svm import NuSVR
 
 from app import app
 
@@ -36,6 +38,7 @@
 lines = None
 estimate_lines = None
 ids = None
+score = None
 
 seed(123)
 
@@ -221,7 +224,7 @@ def update_lines(lines_slider):
      dash.dependencies.State('cpu-slider', 'value')])
 def update_output(n_clicks, lines_slider, cpu):
    
-    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids
+    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids, score
     
     if n_clicks is not None:
 
@@ -233,7 +236,7 @@ def update_output(n_clicks, lines_slider, cpu):
         #if __name__ == 'app':
         if True:
 
-            rango = 500
+            rango = 10
 
             lines = lines_slider
 
@@ -245,7 +248,7 @@ def update_output(n_clicks, lines_slider, cpu):
             X = dataFrameSignature.iloc[:, 1:]
 
             subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))
-            
+
             # Getting expression matrix
             vector = [x[2] for x in subjects]
             columns = ['V' + str(x+1) for x in range(len(subjects))]
@@ -260,12 +263,17 @@ def update_output(n_clicks, lines_slider, cpu):
             X = dataFrameSignature
 
             result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '') 
+
+            clf = NuSVR(kernel='linear', C=1.0, nu=[0.25,0.5,0.75])
+            score = clf.score(X, Y2)
+            print(score)
+            
             betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
             estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
             metrics2 = result2.Subjects[0].ACCmetrix[0].reset_index()
 
             vector = [len(x[1]) for x in subjects]
-            ids = pd.DataFrame(np.column_stack(vector))
+            ids = pd.DataFrame(np.column_stack(vector))            
             
         children = [            
             dcc.Tabs(id='tabs4', value='tab4-1', children=[
@@ -295,82 +303,82 @@ def render_content2(tab):
 def render_graph1 (value):
     global result1, result2, betas, lines, estimate_lines, ids
     count = len(result2.Subjects[0].MIXprop[0])
-    print(value)
-    if value == 'pro':
-        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
-        betasSim = betasSim.flatten()
-        betasHat = betas.to_numpy(copy=True)
-        betasHat = betasHat.flatten()
-        mean = np.mean(betasSim - betasHat)
-        std = np.std(betasSim - betasHat)
+    betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+    betasSim = betasSim.flatten()
+    betasHat = betas.to_numpy(copy=True)
+    betasHat = betasHat.flatten()
+    mean = np.mean(betasSim - betasHat)
+    std = np.std(betasSim - betasHat)
+    if value == 'pro':                
         xx = betasHat
         yy = betasSim - betasHat
-    elif value == 'per':
-        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
-        betasSim = betasSim.flatten()
-        betasHat = betas.to_numpy(copy=True)
-        betasHat = betasHat.flatten()
-        mean = np.mean(betasSim - betasHat)
-        std = np.std(betasSim - betasHat)
-        xx = [0, 100]
-        yy = 100 * np.divide(betasSim, betasHat, out=np.zeros_like(betasSim), where=betasHat!=0)
-        print(yy)
+    elif value == 'per':        
+        xx = betasHat
+        m = (betasSim + betasHat)/2
+        yy = (betasSim - betasHat)
+        yy = 100 * np.divide(yy, m, out=np.zeros_like(yy), where=m!=0)
 
-    children = [        
-        dcc.Graph(
-            id='graph-3',
-            figure=go.Figure(data=go.Scatter(
+    
+    print(r2_score(betasHat, betasSim, multioutput=None))
+    
+    fig = make_subplots(rows=1, cols=2, column_widths=[0.7, 0.3], shared_yaxes=True)
+    fig.add_trace(go.Scatter(
                 x = xx,
                 y = yy,
                 mode='markers',
                 marker_color='rgba(0, 0, 0, .9)'
+                ),row=1, col=1)
+    fig.add_trace(go.Violin(y=yy, box_visible=True, line_color='black',
+                               meanline_visible=True, fillcolor='lightseagreen', opacity=0.6,
+                               x0='Total Bill'),row=1, col=2)
+
+                               
+    fig['layout'].update(shapes=[
+        go.layout.Shape(
+            type="line",
+            xref="x1",
+            x0=0,
+            y0=mean,
+            x1=1,
+            y1=mean,
+            line=dict(
+                color="red",
+                width=2,
+                dash="dashdot",
+                ),
+        ),
+        go.layout.Shape(
+            type="line",
+            xref="x1",
+            x0=0,
+            y0=(mean+2*std),
+            x1=1,
+            y1=(mean+2*std),
+            line=dict(
+                color="blue",
+                width=2,
+                dash="dashdot",
             ),
-            layout=go.Layout(
-                    shapes=[
-                        go.layout.Shape(
-                            type="line",
-                            xref="paper",
-                            x0=0,
-                            y0=mean,
-                            x1=1,
-                            y1=mean,
-                            line=dict(
-                                color="red",
-                                width=2,
-                                dash="dashdot",
-                            ),
-                        ),
-                        go.layout.Shape(
-                            type="line",
-                            xref="paper",
-                            x0=0,
-                            y0=(mean+2*std),
-                            x1=1,
-                            y1=(mean+2*std),
-                            line=dict(
-                                color="blue",
-                                width=2,
-                                dash="dashdot",
-                            ),
-                        ),
-                        go.layout.Shape(
-                            type="line",
-                            xref="paper",
-                            x0=0,
-                            y0=(mean-2*std),
-                            x1=1,
-                            y1=(mean-2*std),
-                            line=dict(
-                                color="blue",
-                                width=2,
-                                dash="dashdot",
-                            ),
-                        )
-                    ],
-                    height=700,
-                    xaxis=dict(tickangle=-90, automargin= True)
-                )
-            )
+        ),
+        go.layout.Shape(
+            type="line",
+            xref="x1",
+            x0=0,
+            y0=(mean-2*std),
+            x1=1,
+            y1=(mean-2*std),
+            line=dict(
+                color="blue",
+                width=2,
+                dash="dashdot",
+            ),
+        )
+    ])
+
+    children = [        
+        dcc.Graph(
+            id='graph-3',
+            figure=fig
         )
     ]
     return children

From ae6186e6d7239b5d25337c6cee0af862dc23edc7 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Tue, 3 Dec 2019 00:26:06 -0300
Subject: [PATCH 36/52] r2

---
 Mixture/.pypirc                               |   8 +
 Mixture/LICENSE                               |  21 +++
 Mixture/MANIFEST.in                           |   1 +
 Mixture/Mixture.egg-info/PKG-INFO             |  26 ++-
 Mixture/Mixture.egg-info/SOURCES.txt          |   2 +
 Mixture/Mixture.egg-info/requires.txt         |   6 +-
 Mixture/Mixture/Mixer.py                      |   2 +-
 Mixture/Mixture/Utils.py                      |  16 +-
 .../Mixture/__pycache__/Mixer.cpython-37.pyc  | Bin 0 -> 1907 bytes
 .../Mixture/__pycache__/Utils.cpython-37.pyc  | Bin 0 -> 2122 bytes
 .../__pycache__/__init__.cpython-37.pyc       | Bin 0 -> 2180 bytes
 .../__pycache__/nuSvmRobust.cpython-37.pyc    | Bin 0 -> 3025 bytes
 .../tuneSvmForDeconv.cpython-37.pyc           | Bin 0 -> 1359 bytes
 Mixture/Mixture/nuSvmRobust.py                |   6 +-
 Mixture/README.md                             |  15 ++
 Mixture/build/lib/Mixture/Utils.py            |   5 +-
 Mixture/build/lib/Mixture/__init__.py         |  61 +++----
 Mixture/build/lib/Mixture/nuSvmRobust.py      |   6 +-
 Mixture/dist/Mixture-0.1.tar.gz               | Bin 4349 -> 0 bytes
 Mixture/dist/Mixture-0.5-py3-none-any.whl     | Bin 6315 -> 0 bytes
 Mixture/setup.py                              |  19 ++-
 NewmanFL TIL10.ipynb                          | 156 +++++++++++-------
 Test Beta Noise List.ipynb                    |  29 ++--
 Untitled.ipynb                                |  49 +++++-
 app/__pycache__/app.cpython-37.pyc            | Bin 339 -> 339 bytes
 app/pages/__pycache__/__init__.cpython-37.pyc | Bin 151 -> 151 bytes
 app/pages/__pycache__/index.cpython-37.pyc    | Bin 9105 -> 9105 bytes
 app/pages/__pycache__/validate.cpython-37.pyc | Bin 11241 -> 10952 bytes
 app/pages/validate.py                         |  96 +++--------
 29 files changed, 313 insertions(+), 211 deletions(-)
 create mode 100644 Mixture/.pypirc
 create mode 100644 Mixture/LICENSE
 create mode 100644 Mixture/MANIFEST.in
 create mode 100644 Mixture/Mixture/__pycache__/Mixer.cpython-37.pyc
 create mode 100644 Mixture/Mixture/__pycache__/Utils.cpython-37.pyc
 create mode 100644 Mixture/Mixture/__pycache__/__init__.cpython-37.pyc
 create mode 100644 Mixture/Mixture/__pycache__/nuSvmRobust.cpython-37.pyc
 create mode 100644 Mixture/Mixture/__pycache__/tuneSvmForDeconv.cpython-37.pyc
 create mode 100644 Mixture/README.md
 delete mode 100644 Mixture/dist/Mixture-0.1.tar.gz
 delete mode 100644 Mixture/dist/Mixture-0.5-py3-none-any.whl

diff --git a/Mixture/.pypirc b/Mixture/.pypirc
new file mode 100644
index 0000000..d1fa504
--- /dev/null
+++ b/Mixture/.pypirc
@@ -0,0 +1,8 @@
+[distutils]
+index-servers =
+    pypi
+
+[pypi]
+repository: https://pypi.python.org/pypi
+username: SmMatias
+password: Mmatias23
diff --git a/Mixture/LICENSE b/Mixture/LICENSE
new file mode 100644
index 0000000..19ce3da
--- /dev/null
+++ b/Mixture/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2019 MixturePy
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/Mixture/MANIFEST.in b/Mixture/MANIFEST.in
new file mode 100644
index 0000000..d774087
--- /dev/null
+++ b/Mixture/MANIFEST.in
@@ -0,0 +1 @@
+include data/*
\ No newline at end of file
diff --git a/Mixture/Mixture.egg-info/PKG-INFO b/Mixture/Mixture.egg-info/PKG-INFO
index ae1b474..a8225d6 100644
--- a/Mixture/Mixture.egg-info/PKG-INFO
+++ b/Mixture/Mixture.egg-info/PKG-INFO
@@ -1,10 +1,28 @@
-Metadata-Version: 1.0
+Metadata-Version: 2.1
 Name: Mixture
-Version: 0.7
+Version: 0.8
 Summary: Mixture for Py
 Home-page: https://github.com/MsMatias/MixturePy
 Author: Mixture
-Author-email: UNKNOWN
 License: MIT
-Description: UNKNOWN
+Description: # MIXTUREpy
+        
+        A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures en python
+        
+        Since the significant impact of immunotherapy in cancer, the estimation of the immune cell-type proportions present in a tumor becomes crucial. Currently, the deconvolution of the cell mixture content of a tumor is carried out by different analytic tools, yet the accuracy of inferred cell type proportions has room for improvement. We improve tumor immune environment characterization developing MIXTURE, an analytical method based on a noise constrained recursive variable selection for a support vector regression
+        
+        
+        ### Prerequisites
+        
+        The current "functional like" version of the software requires the following libraries, however, this package download automatically yours dependencies
+         * pandas
+         * numpy
+         * sklearn
+         * multiprocessing
+         * joblib
 Platform: UNKNOWN
+Classifier: Programming Language :: Python :: 3
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Requires-Python: >=3.6
+Description-Content-Type: text/markdown
diff --git a/Mixture/Mixture.egg-info/SOURCES.txt b/Mixture/Mixture.egg-info/SOURCES.txt
index 52c585c..aecf6f3 100644
--- a/Mixture/Mixture.egg-info/SOURCES.txt
+++ b/Mixture/Mixture.egg-info/SOURCES.txt
@@ -1,3 +1,5 @@
+MANIFEST.in
+README.md
 setup.py
 Mixture/Mixer.py
 Mixture/Utils.py
diff --git a/Mixture/Mixture.egg-info/requires.txt b/Mixture/Mixture.egg-info/requires.txt
index acaea69..5b12908 100644
--- a/Mixture/Mixture.egg-info/requires.txt
+++ b/Mixture/Mixture.egg-info/requires.txt
@@ -1,6 +1,6 @@
-joblib
-numpy
-openpyxl
 pandas
+numpy
 scikit-learn
+joblib
 xlrd
+openpyxl
diff --git a/Mixture/Mixture/Mixer.py b/Mixture/Mixture/Mixer.py
index c06b8ab..7b9c70f 100644
--- a/Mixture/Mixture/Mixer.py
+++ b/Mixture/Mixture/Mixer.py
@@ -69,4 +69,4 @@ def Mixer(X, Y, cores):
 
     matRes.index = matWp.index.values
 
-    return(pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
+    return (pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
diff --git a/Mixture/Mixture/Utils.py b/Mixture/Mixture/Utils.py
index 2a6efc4..aab6096 100644
--- a/Mixture/Mixture/Utils.py
+++ b/Mixture/Mixture/Utils.py
@@ -1,3 +1,4 @@
+import pkg_resources
 import pandas as pd
 import numpy as np
 import random
@@ -16,6 +17,19 @@ def sampleRandom (Y, i, verbose = 0):
 
     return vector[[random.randrange(Y.shape[0] * Y.shape[1]) for x in range(Y.shape[0])]]
 
+def loadSignature(sig):
+    if sig == 'LM22' or sig == 'lm22':        
+        resource_path = pkg_resources.resource_filename(__name__, '/data/LM22Signature.xlsx')
+        signature = pd.read_excel(resource_path, sheet_name = 0)
+    elif sig == 'TIL10' or sig == 'til10':      
+        resource_path = pkg_resources.resource_filename(__name__, '/data/TIL10_signature.xlsx')
+        signature = pd.read_excel(resource_path, sheet_name = 0)
+    else:
+        signature = None
+        print('Error, Type "LM22" or "TIL10"')    
+    
+    return signature
+
 def getPValues (x, i):
     return pd.DataFrame([sum(x.RMSEa < i.loc[:,'RMSEa']),
             sum(x.RMSEp < i.loc[:,'RMSEp']), 
@@ -27,7 +41,7 @@ def generateXlsx (result, pValues, nameFile):
         with pd.ExcelWriter( nameFile + '.xlsx') as writer:
             result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
             result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
-            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')
+            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')    
             if pValues is not None:
                 pValues.to_excel(writer, sheet_name='Pvalues')
             result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
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diff --git a/Mixture/Mixture/nuSvmRobust.py b/Mixture/Mixture/nuSvmRobust.py
index 4e13402..e1e2c24 100644
--- a/Mixture/Mixture/nuSvmRobust.py
+++ b/Mixture/Mixture/nuSvmRobust.py
@@ -11,9 +11,9 @@
 # from ipynb.fs.full.tuneSvmForDeconv import tuneSvmForDeconv
 from Mixture import tuneSvmForDeconv
 
-pd.set_option('display.max_columns', None)
-pd.set_option('display.max_rows', None)
-pd.set_option('display.max_colwidth', -1)
+#pd.set_option('display.max_columns', None)
+#pd.set_option('display.max_rows', None)
+#pd.set_option('display.max_colwidth', -1)
 
 # Function nuSvmRobust
 # ----------------
diff --git a/Mixture/README.md b/Mixture/README.md
new file mode 100644
index 0000000..bfa15af
--- /dev/null
+++ b/Mixture/README.md
@@ -0,0 +1,15 @@
+# MIXTUREpy
+
+A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures en python
+
+Since the significant impact of immunotherapy in cancer, the estimation of the immune cell-type proportions present in a tumor becomes crucial. Currently, the deconvolution of the cell mixture content of a tumor is carried out by different analytic tools, yet the accuracy of inferred cell type proportions has room for improvement. We improve tumor immune environment characterization developing MIXTURE, an analytical method based on a noise constrained recursive variable selection for a support vector regression
+
+
+### Prerequisites
+
+The current "functional like" version of the software requires the following libraries, however, this package download automatically yours dependencies
+ * pandas
+ * numpy
+ * sklearn
+ * multiprocessing
+ * joblib
\ No newline at end of file
diff --git a/Mixture/build/lib/Mixture/Utils.py b/Mixture/build/lib/Mixture/Utils.py
index 2a6efc4..0d61302 100644
--- a/Mixture/build/lib/Mixture/Utils.py
+++ b/Mixture/build/lib/Mixture/Utils.py
@@ -27,7 +27,6 @@ def generateXlsx (result, pValues, nameFile):
         with pd.ExcelWriter( nameFile + '.xlsx') as writer:
             result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
             result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
-            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')
-            if pValues is not None:
-                pValues.to_excel(writer, sheet_name='Pvalues')
+            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')        
+            pValues.to_excel(writer, sheet_name='Pvalues')
             result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
diff --git a/Mixture/build/lib/Mixture/__init__.py b/Mixture/build/lib/Mixture/__init__.py
index c3c1b6b..45c1978 100644
--- a/Mixture/build/lib/Mixture/__init__.py
+++ b/Mixture/build/lib/Mixture/__init__.py
@@ -35,55 +35,42 @@ def Mixture (X, Y, cores = 1, iter = 100, nameFile = 'output'):
   
     matRand = list()
 
-    if iter > 0:
+    print('Creating population (Count: ' + str(iter) + ')...')
 
-        print('Creating population (Count: ' + str(iter) + ')...')
+    matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
 
-        matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
+    #for i in range(iter):
+    #    matRand.append(Utils.sampleRandom(Y, i, 1))
 
-        #for i in range(iter):
-        #    matRand.append(Utils.sampleRandom(Y, i, 1))
+    print('Finish creating population')
 
-        print('Finish creating population')
+    matRand = map(list, zip(*matRand))
+    matRand = pd.DataFrame(matRand, Y['Gene symbol'])
+    matRand.reset_index(drop=True, inplace=True)
+    matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
 
-        matRand = map(list, zip(*matRand))
-        matRand = pd.DataFrame(matRand, Y['Gene symbol'])
-        matRand.reset_index(drop=True, inplace=True)
-        matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
+    print('Finish')
 
-        print('Finish')
+    print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
+    # Run Mixer Function with Random Matrix
+    outMix = Mixer(X, matRand, cores)
 
-        print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
-        # Run Mixer Function with Random Matrix
-        outMix = Mixer(X, matRand, cores)
+    #geneList = pd.DataFrame(geneList)
 
-        #geneList = pd.DataFrame(geneList)
+    result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
 
-        result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
+    result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
 
-        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
-
-        pValues = list()
-
-        pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
-        pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
-
-        print('Finish')
-
-        Utils.generateXlsx (result, pValues, nameFile)
-
-        return result, pValues
-    else:
-        
-        result = pd.DataFrame([orig, geneList], ['Subjects', 'usedGenes']).T
-
-        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
-        
-        print('Finish')
+    pValues = list()
+    
+    pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
+    pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
+    
+    print('Finish')
 
-        Utils.generateXlsx (result, None, nameFile)
+    Utils.generateXlsx (result, pValues, nameFile)
 
-        return result, None
+    return result, pValues
 
 
 
diff --git a/Mixture/build/lib/Mixture/nuSvmRobust.py b/Mixture/build/lib/Mixture/nuSvmRobust.py
index 4e13402..e1e2c24 100644
--- a/Mixture/build/lib/Mixture/nuSvmRobust.py
+++ b/Mixture/build/lib/Mixture/nuSvmRobust.py
@@ -11,9 +11,9 @@
 # from ipynb.fs.full.tuneSvmForDeconv import tuneSvmForDeconv
 from Mixture import tuneSvmForDeconv
 
-pd.set_option('display.max_columns', None)
-pd.set_option('display.max_rows', None)
-pd.set_option('display.max_colwidth', -1)
+#pd.set_option('display.max_columns', None)
+#pd.set_option('display.max_rows', None)
+#pd.set_option('display.max_colwidth', -1)
 
 # Function nuSvmRobust
 # ----------------
diff --git a/Mixture/dist/Mixture-0.1.tar.gz b/Mixture/dist/Mixture-0.1.tar.gz
deleted file mode 100644
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diff --git a/Mixture/setup.py b/Mixture/setup.py
index 899909b..31e4355 100644
--- a/Mixture/setup.py
+++ b/Mixture/setup.py
@@ -1,18 +1,33 @@
 from setuptools import setup
 
+with open("README.md", "r") as fh:
+    long_description = fh.read()
+
 setup(name='Mixture',
-      version='0.7',
+      version='0.8',
       description='Mixture for Py',
+      long_description=long_description,
+      long_description_content_type="text/markdown",
       url='https://github.com/MsMatias/MixturePy',
+      include_package_data = True,
       author='Mixture',
       license='MIT',
       packages=['Mixture'],
+      package_data = {
+            'Mixture': ['data/*']
+      },
       install_requires=[
             'pandas',
             'numpy',
             'scikit-learn',
             'joblib',
             'xlrd',
-            'openpyxl'          
+            'openpyxl'
+      ],
+      classifiers=[
+        "Programming Language :: Python :: 3",
+        "License :: OSI Approved :: MIT License",
+        "Operating System :: OS Independent",
       ],
+      python_requires='>=3.6',
       zip_safe=False)
\ No newline at end of file
diff --git a/NewmanFL TIL10.ipynb b/NewmanFL TIL10.ipynb
index 0a33b39..fdd9440 100644
--- a/NewmanFL TIL10.ipynb	
+++ b/NewmanFL TIL10.ipynb	
@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {
     "scrolled": true
    },
@@ -73,89 +73,89 @@
       "Normalizing data\n",
       "Processing...\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "\n",
       "--------------------------------------------------\n",
+      "Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gzIter: 1 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gzIter: 1 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
       "\n",
-      "Iter: 1 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
       "Iter: 1 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
       "Iter: 2 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gzIter: 2 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
-      "\n",
       "Iter: 2 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
       "Iter: 3 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
-      "Iter: 4 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gzIter: 3 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "\n",
+      "--------------------------------------------------Iter: 3 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
+      "\n",
+      "Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
+      "Iter: 4 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
       "Iter: 1 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
       "Iter: 1 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gzIter: 1 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
+      "Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gzIter: 1 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
       "\n",
       "Iter: 2 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
       "Iter: 3 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gzIter: 3 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "\n",
       "Iter: 2 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
-      "Iter: 4 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gzSubject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 4 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gzIter: 3 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
       "\n",
       "--------------------------------------------------\n",
+      "Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 3 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "--------------------------------------------------Iter: 1 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "\n",
-      "Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
-      "Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gzIter: 1 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gzIter: 3 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
       "\n",
+      "Iter: 1 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
+      "--------------------------------------------------Iter: 2 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
       "\n",
+      "Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
       "--------------------------------------------------\n",
       "Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
       "Iter: 2 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gzIter: 3 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
+      "\n",
       "--------------------------------------------------\n",
       "Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 2 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gzIter: 2 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
       "Iter: 1 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "\n",
+      "Iter: 3 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
       "Iter: 2 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
       "Iter: 3 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
       "_____________________________________________________________________\n",
@@ -164,16 +164,16 @@
       "Get Medias\n",
       "Creating population (Count: 4)...\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
       "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "\n",
-      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
       "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
       "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "\n",
       "--------------------------------------------------\n",
       "Finish creating population\n",
       "Finish\n",
@@ -181,25 +181,27 @@
       "Normalizing data\n",
       "Processing...\n",
       "----------------------------------------------------------------------------------------------------\n",
-      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "\n",
+      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
       "--------------------------------------------------\n",
       "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
       "--------------------------------------------------\n",
-      "Iter: 1 Subject: 0Iter: 1 Subject: 3\n",
-      "\n",
       "Iter: 1 Subject: 1\n",
+      "Iter: 1 Subject: 0\n",
       "Iter: 1 Subject: 2\n",
+      "Iter: 1 Subject: 3\n",
+      "Iter: 2 Subject: 1\n",
       "Iter: 2 Subject: 0\n",
-      "Iter: 2 Subject: 3Iter: 2 Subject: 1\n",
-      "Iter: 2 Subject: 2\n",
+      "Iter: 2 Subject: 2Iter: 2 Subject: 3\n",
       "\n",
+      "Iter: 3 Subject: 0\n",
+      "Iter: 3 Subject: 1\n",
       "Iter: 3 Subject: 2\n",
       "_____________________________________________________________________\n",
       "Finish nuSvm\n",
@@ -215,24 +217,50 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "array([0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
-       "       0.        , 0.        , 0.        , 0.        , 0.        ])"
+       "array([[0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.7136939 , 0.1289198 , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.11802777, 0.03935852, 0.        , 0.        ],\n",
+       "       [0.79589517, 0.09674959, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.03918719, 0.06816806, 0.        ],\n",
+       "       [0.46974898, 0.30925149, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.18748422, 0.03351531, 0.        , 0.        ],\n",
+       "       [0.60193307, 0.11220227, 0.16187135, 0.        , 0.        ,\n",
+       "        0.        , 0.10233414, 0.02165916, 0.        , 0.        ],\n",
+       "       [0.49398868, 0.12679016, 0.06592614, 0.        , 0.        ,\n",
+       "        0.        , 0.26288403, 0.05041099, 0.        , 0.        ],\n",
+       "       [0.70989344, 0.14510445, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.05838125, 0.05919139, 0.02742947, 0.        ],\n",
+       "       [0.88472318, 0.0553045 , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.05997232, 0.        ],\n",
+       "       [0.89564802, 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.10435198, 0.        , 0.        , 0.        ],\n",
+       "       [0.67255126, 0.15353534, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.13137347, 0.02168938, 0.02085054, 0.        ],\n",
+       "       [0.56230175, 0.08673577, 0.20400794, 0.        , 0.        ,\n",
+       "        0.        , 0.12470417, 0.02225037, 0.        , 0.        ],\n",
+       "       [0.93644457, 0.01161619, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.05193924, 0.        ],\n",
+       "       [0.54997657, 0.04595101, 0.06601392, 0.        , 0.        ,\n",
+       "        0.        , 0.30917694, 0.02888156, 0.        , 0.        ],\n",
+       "       [0.66715859, 0.13556801, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.15357514, 0.04369827, 0.        , 0.        ]])"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "oo = result.Subjects[0].MIXprop[0].to_numpy(copy = True)\n",
-    "oo[0]"
+    "oo"
    ]
   },
   {
diff --git a/Test Beta Noise List.ipynb b/Test Beta Noise List.ipynb
index 7f83fd4..51f8673 100644
--- a/Test Beta Noise List.ipynb	
+++ b/Test Beta Noise List.ipynb	
@@ -2,9 +2,21 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'rpy2'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-2-fc8fff23eaa0>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[1;31m#Library to read RDS format\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     10\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     11\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
+     ]
+    }
+   ],
    "source": [
     "import pandas as pd\n",
     "import numpy as np\n",
@@ -12,7 +24,6 @@
     "import sys\n",
     "import Mixture\n",
     "import multiprocessing\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
     "#Library to read RDS format\n",
     "import rpy2\n",
@@ -180780,18 +180791,6 @@
    "display_name": "Python 3",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.7"
   }
  },
  "nbformat": 4,
diff --git a/Untitled.ipynb b/Untitled.ipynb
index ea52dbb..070d28e 100644
--- a/Untitled.ipynb
+++ b/Untitled.ipynb
@@ -499,6 +499,53 @@
    "source": [
     "df.data_df"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.datasets import load_iris\n",
+    "from sklearn.linear_model import LogisticRegression\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "150"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "X, y = load_iris(return_X_y=True)\n",
+    "len(y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "clf = LogisticRegression(random_state=0, solver='lbfgs',\n",
+    "                         multi_class='multinomial').fit(X, y)\n",
+    "clf.predict(X[:2, :])\n",
+    "\n",
+    "clf.predict_proba(X[:2, :]) \n",
+    "\n",
+    "\n",
+    "clf.score(X, y)"
+   ]
   }
  ],
  "metadata": {
@@ -517,7 +564,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.0"
   }
  },
  "nbformat": 4,
diff --git a/app/__pycache__/app.cpython-37.pyc b/app/__pycache__/app.cpython-37.pyc
index 7386a61792137b49eeee98fbf8fb14bd3a96bfa5..130aa6d9c4b295f4a511ff11043165033973328e 100644
GIT binary patch
delta 20
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delta 20
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diff --git a/app/pages/__pycache__/__init__.cpython-37.pyc b/app/pages/__pycache__/__init__.cpython-37.pyc
index 1eec8e18c795a92f34dd55a76ad501652b260ee5..c07cc5d2fff69409d9852b2c522b2fc0a9e2bfeb 100644
GIT binary patch
delta 19
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delta 19
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diff --git a/app/pages/__pycache__/index.cpython-37.pyc b/app/pages/__pycache__/index.cpython-37.pyc
index 8e17df6f1dd504d0380a7feff510ca7ce3c27729..884c81aab89d9da4d566dfa0719e8dd44317369c 100644
GIT binary patch
delta 20
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delta 20
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diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index f62317c1ed0e9fd81fac532973864dcde0f71449..4c25d4929a4a69eba5b133976aa550cf0a5216cb 100644
GIT binary patch
delta 2764
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index c531c62..6e9d157 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -20,7 +20,7 @@
 from flask import send_file
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from sklearn.svm import NuSVR
+from scipy import stats
 
 from app import app
 
@@ -38,7 +38,6 @@
 lines = None
 estimate_lines = None
 ids = None
-score = None
 
 seed(123)
 
@@ -224,7 +223,7 @@ def update_lines(lines_slider):
      dash.dependencies.State('cpu-slider', 'value')])
 def update_output(n_clicks, lines_slider, cpu):
    
-    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids, score
+    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids
     
     if n_clicks is not None:
 
@@ -236,7 +235,7 @@ def update_output(n_clicks, lines_slider, cpu):
         #if __name__ == 'app':
         if True:
 
-            rango = 10
+            rango = 1000
 
             lines = lines_slider
 
@@ -263,10 +262,6 @@ def update_output(n_clicks, lines_slider, cpu):
             X = dataFrameSignature
 
             result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '') 
-
-            clf = NuSVR(kernel='linear', C=1.0, nu=[0.25,0.5,0.75])
-            score = clf.score(X, Y2)
-            print(score)
             
             betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
             estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
@@ -318,9 +313,8 @@ def render_graph1 (value):
         yy = (betasSim - betasHat)
         yy = 100 * np.divide(yy, m, out=np.zeros_like(yy), where=m!=0)
 
-    
-    print(r2_score(betasHat, betasSim, multioutput=None))
-    
+    slope, intercept, r_value, p_value, std_err = stats.linregress(xx, yy)
+
     fig = make_subplots(rows=1, cols=2, column_widths=[0.7, 0.3], shared_yaxes=True)
     fig.add_trace(go.Scatter(
                 x = xx,
@@ -328,12 +322,17 @@ def render_graph1 (value):
                 mode='markers',
                 marker_color='rgba(0, 0, 0, .9)'
                 ),row=1, col=1)
+    fig.add_trace(go.Scatter(x=xx, y=intercept + slope*xx,
+                    mode='lines',
+                    name='lines'),row=1, col=1)
     fig.add_trace(go.Violin(y=yy, box_visible=True, line_color='black',
-                               meanline_visible=True, fillcolor='lightseagreen', opacity=0.6,
-                               x0='Total Bill'),row=1, col=2)
+                               meanline_visible=True, fillcolor='blue', opacity=0.8,
+                               x0='Violin'),row=1, col=2)
 
                                
-    fig['layout'].update(shapes=[
+    fig['layout'].update(
+        height=700,
+        shapes=[
         go.layout.Shape(
             type="line",
             xref="x1",
@@ -394,7 +393,8 @@ def render_content1(tab):
         betasHat = betas.to_numpy(copy=True)
         betasHat = betasHat.flatten()
         mean = np.mean(betasSim - betasHat)
-        std = np.std(betasSim - betasHat)
+        std = np.std(betasSim - betasHat)        
+
         return html.Div(            
             children = [
             dcc.Dropdown(
@@ -405,79 +405,27 @@ def render_content1(tab):
                 ],
                 value='pro'
             ),
-            html.Div(id='graph1-div',
-            children = [
-                dcc.Graph(
-                    id='graph-3',
-                    figure=go.Figure(data=go.Scatter(
-                        x = betasHat,
-                        y = betasSim - betasHat,
-                        mode='markers',
-                        marker_color='rgba(0, 0, 0, .9)'
-                    ),
-                    layout=go.Layout(
-                            shapes=[
-                                go.layout.Shape(
-                                    type="line",
-                                    xref="paper",
-                                    x0=0,
-                                    y0=mean,
-                                    x1=1,
-                                    y1=mean,
-                                    line=dict(
-                                        color="red",
-                                        width=2,
-                                        dash="dashdot",
-                                    ),
-                                ),
-                                go.layout.Shape(
-                                    type="line",
-                                    xref="paper",
-                                    x0=0,
-                                    y0=(mean+2*std),
-                                    x1=1,
-                                    y1=(mean+2*std),
-                                    line=dict(
-                                        color="blue",
-                                        width=2,
-                                        dash="dashdot",
-                                    ),
-                                ),
-                                go.layout.Shape(
-                                    type="line",
-                                    xref="paper",
-                                    x0=0,
-                                    y0=(mean-2*std),
-                                    x1=1,
-                                    y1=(mean-2*std),
-                                    line=dict(
-                                        color="blue",
-                                        width=2,
-                                        dash="dashdot",
-                                    ),
-                                )
-                            ],
-                            height=700,
-                            xaxis=dict(tickangle=-90, automargin= True)
-                        )
-                    )
-                )
-            ])
+            html.Div(id='graph1-div')
         ])
     elif tab == 'tab5-2':      
         betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
         betasSim = betasSim.flatten()
         betasHat = betas.to_numpy(copy=True)
         betasHat = betasHat.flatten()
+        slope, intercept, r_value, p_value, std_err = stats.linregress(betasHat, betasSim)
         return html.Div([
             dcc.Graph(
                 id='graph-3',
-                figure=go.Figure(data=go.Scatter(
+                figure=go.Figure(data=[go.Scatter(
                     x = betasHat,
                     y = betasSim,
                     mode='markers',
                     marker_color='rgba(0, 0, 0, .9)'
                 ),
+                go.Scatter(x=betasHat, y=intercept + slope*betasHat,
+                    mode='lines',
+                    name='lines')
+                ],
                 layout=go.Layout(
                         shapes=[
                             go.layout.Shape(

From 5ad7becc9a72e8667389287d1733f52edf6d2b14 Mon Sep 17 00:00:00 2001
From: Matias Miranda <matias.miranda.ms@gmail.com>
Date: Tue, 7 Jan 2020 08:35:42 -0300
Subject: [PATCH 37/52] changes in validate

---
 .../celllines xlsx-checkpoint.ipynb           |  943 ++++
 app/assets/css/main.css                       |   20 +
 app/pages/__pycache__/validate.cpython-37.pyc |  Bin 10952 -> 12408 bytes
 app/pages/validate.py                         |   82 +-
 app/setup.py                                  |    2 +-
 cellines.ipynb                                |    8 +-
 celllines xlsx.ipynb                          | 4469 +++++++++++++++++
 7 files changed, 5503 insertions(+), 21 deletions(-)
 create mode 100644 .ipynb_checkpoints/celllines xlsx-checkpoint.ipynb
 create mode 100644 celllines xlsx.ipynb

diff --git a/.ipynb_checkpoints/celllines xlsx-checkpoint.ipynb b/.ipynb_checkpoints/celllines xlsx-checkpoint.ipynb
new file mode 100644
index 0000000..fdd9440
--- /dev/null
+++ b/.ipynb_checkpoints/celllines xlsx-checkpoint.ipynb	
@@ -0,0 +1,943 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import os\n",
+    "import sys\n",
+    "import Mixture\n",
+    "import multiprocessing\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Num cores: 4\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Num cores: ' + str(multiprocessing.cpu_count()))\n",
+    "\n",
+    "cores = 4\n",
+    "iters = 4\n",
+    "output = 'NewmanFL_TIL10_500pops'\n",
+    "\n",
+    "if cores > multiprocessing.cpu_count():\n",
+    "    cores = multiprocessing.cpu_count()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read xlsx files\n",
+    "X = pd.read_excel('app/data/TIL10_signature.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read xlsx files\n",
+    "Y = pd.read_excel('data/NewmanFL.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running mixer with subjects (Count: 15)...\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gzIter: 1 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
+      "\n",
+      "Iter: 1 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gzIter: 3 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "\n",
+      "--------------------------------------------------Iter: 3 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
+      "\n",
+      "Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gzIter: 1 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
+      "\n",
+      "Iter: 2 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gzIter: 3 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
+      "\n",
+      "Iter: 2 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
+      "Iter: 4 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gzIter: 3 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
+      "--------------------------------------------------Iter: 2 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "\n",
+      "Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gzIter: 3 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gzIter: 2 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
+      "Iter: 1 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "\n",
+      "Iter: 3 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
+      "Iter: 2 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "Iter: 3 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish mixer\n",
+      "Get Medias\n",
+      "Creating population (Count: 4)...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Finish creating population\n",
+      "Finish\n",
+      "Running mixer with porpulationBased (Count: 5)\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1\n",
+      "Iter: 1 Subject: 0\n",
+      "Iter: 1 Subject: 2\n",
+      "Iter: 1 Subject: 3\n",
+      "Iter: 2 Subject: 1\n",
+      "Iter: 2 Subject: 0\n",
+      "Iter: 2 Subject: 2Iter: 2 Subject: 3\n",
+      "\n",
+      "Iter: 3 Subject: 0\n",
+      "Iter: 3 Subject: 1\n",
+      "Iter: 3 Subject: 2\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Run Mixer Function\n",
+    "if __name__ == '__main__':\n",
+    "    result, pValues = Mixture.Mixture(X, Y , cores, iters, output)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.7136939 , 0.1289198 , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.11802777, 0.03935852, 0.        , 0.        ],\n",
+       "       [0.79589517, 0.09674959, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.03918719, 0.06816806, 0.        ],\n",
+       "       [0.46974898, 0.30925149, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.18748422, 0.03351531, 0.        , 0.        ],\n",
+       "       [0.60193307, 0.11220227, 0.16187135, 0.        , 0.        ,\n",
+       "        0.        , 0.10233414, 0.02165916, 0.        , 0.        ],\n",
+       "       [0.49398868, 0.12679016, 0.06592614, 0.        , 0.        ,\n",
+       "        0.        , 0.26288403, 0.05041099, 0.        , 0.        ],\n",
+       "       [0.70989344, 0.14510445, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.05838125, 0.05919139, 0.02742947, 0.        ],\n",
+       "       [0.88472318, 0.0553045 , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.05997232, 0.        ],\n",
+       "       [0.89564802, 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.10435198, 0.        , 0.        , 0.        ],\n",
+       "       [0.67255126, 0.15353534, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.13137347, 0.02168938, 0.02085054, 0.        ],\n",
+       "       [0.56230175, 0.08673577, 0.20400794, 0.        , 0.        ,\n",
+       "        0.        , 0.12470417, 0.02225037, 0.        , 0.        ],\n",
+       "       [0.93644457, 0.01161619, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.05193924, 0.        ],\n",
+       "       [0.54997657, 0.04595101, 0.06601392, 0.        , 0.        ,\n",
+       "        0.        , 0.30917694, 0.02888156, 0.        , 0.        ],\n",
+       "       [0.66715859, 0.13556801, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.15357514, 0.04369827, 0.        , 0.        ]])"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "oo = result.Subjects[0].MIXprop[0].to_numpy(copy = True)\n",
+    "oo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[0.90256962, 0.7136939 , 0.79589517, 0.46974898, 0.60193307,\n",
+       "        0.49398868, 0.70989344, 0.88472318, 0.89564802, 0.67255126,\n",
+       "        0.56230175, 0.93644457, 0.54997657, 0.66715859],\n",
+       "       [0.09743038, 0.1289198 , 0.09674959, 0.30925149, 0.11220227,\n",
+       "        0.12679016, 0.14510445, 0.0553045 , 0.        , 0.15353534,\n",
+       "        0.08673577, 0.01161619, 0.04595101, 0.13556801],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.16187135,\n",
+       "        0.06592614, 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.20400794, 0.        , 0.06601392, 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.        , 0.11802777, 0.        , 0.18748422, 0.10233414,\n",
+       "        0.26288403, 0.05838125, 0.        , 0.10435198, 0.13137347,\n",
+       "        0.12470417, 0.        , 0.30917694, 0.15357514],\n",
+       "       [0.        , 0.03935852, 0.03918719, 0.03351531, 0.02165916,\n",
+       "        0.05041099, 0.05919139, 0.        , 0.        , 0.02168938,\n",
+       "        0.02225037, 0.        , 0.02888156, 0.04369827],\n",
+       "       [0.        , 0.        , 0.06816806, 0.        , 0.        ,\n",
+       "        0.        , 0.02742947, 0.05997232, 0.        , 0.02085054,\n",
+       "        0.        , 0.05193924, 0.        , 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ]])"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.transpose(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>B.cells</th>\n",
+       "      <th>Macrophages.M1</th>\n",
+       "      <th>Macrophages.M2</th>\n",
+       "      <th>Monocytes</th>\n",
+       "      <th>Neutrophils</th>\n",
+       "      <th>NK.cells</th>\n",
+       "      <th>T.cells.CD4</th>\n",
+       "      <th>T.cells.CD8</th>\n",
+       "      <th>Tregs</th>\n",
+       "      <th>Dendritic.cells</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz</td>\n",
+       "      <td>0.902570</td>\n",
+       "      <td>0.097430</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz</td>\n",
+       "      <td>0.713694</td>\n",
+       "      <td>0.128920</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.118028</td>\n",
+       "      <td>0.039359</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz</td>\n",
+       "      <td>0.795895</td>\n",
+       "      <td>0.096750</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.039187</td>\n",
+       "      <td>0.068168</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz</td>\n",
+       "      <td>0.469749</td>\n",
+       "      <td>0.309251</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.187484</td>\n",
+       "      <td>0.033515</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz</td>\n",
+       "      <td>0.601933</td>\n",
+       "      <td>0.112202</td>\n",
+       "      <td>0.161871</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.102334</td>\n",
+       "      <td>0.021659</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz</td>\n",
+       "      <td>0.493989</td>\n",
+       "      <td>0.126790</td>\n",
+       "      <td>0.065926</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.262884</td>\n",
+       "      <td>0.050411</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz</td>\n",
+       "      <td>0.709893</td>\n",
+       "      <td>0.145104</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.058381</td>\n",
+       "      <td>0.059191</td>\n",
+       "      <td>0.027429</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz</td>\n",
+       "      <td>0.884723</td>\n",
+       "      <td>0.055305</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.059972</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz</td>\n",
+       "      <td>0.895648</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.104352</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz</td>\n",
+       "      <td>0.672551</td>\n",
+       "      <td>0.153535</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.131373</td>\n",
+       "      <td>0.021689</td>\n",
+       "      <td>0.020851</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz</td>\n",
+       "      <td>0.562302</td>\n",
+       "      <td>0.086736</td>\n",
+       "      <td>0.204008</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.124704</td>\n",
+       "      <td>0.022250</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz</td>\n",
+       "      <td>0.936445</td>\n",
+       "      <td>0.011616</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.051939</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz</td>\n",
+       "      <td>0.549977</td>\n",
+       "      <td>0.045951</td>\n",
+       "      <td>0.066014</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.309177</td>\n",
+       "      <td>0.028882</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz</td>\n",
+       "      <td>0.667159</td>\n",
+       "      <td>0.135568</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.153575</td>\n",
+       "      <td>0.043698</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                        B.cells  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.902570   \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.713694   \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.795895   \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.469749   \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.601933   \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.493989   \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.709893   \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.884723   \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.895648   \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.672551   \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.562302   \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.936445   \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.549977   \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.667159   \n",
+       "\n",
+       "                                                       Macrophages.M1  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.097430         \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.128920         \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.096750         \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.309251         \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.112202         \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.126790         \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.145104         \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.055305         \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.153535         \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.086736         \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.011616         \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.045951         \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.135568         \n",
+       "\n",
+       "                                                       Macrophages.M2  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000         \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.000000         \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.000000         \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.000000         \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.161871         \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.065926         \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.000000         \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000         \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.000000         \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.204008         \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000         \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.066014         \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.000000         \n",
+       "\n",
+       "                                                       Monocytes  Neutrophils  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0        0.0           \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0        0.0           \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0        0.0           \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0        0.0           \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0        0.0           \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0        0.0           \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0        0.0           \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0        0.0           \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0        0.0           \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0        0.0           \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0        0.0           \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0        0.0           \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0        0.0           \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0        0.0           \n",
+       "\n",
+       "                                                       NK.cells  T.cells.CD4  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0       0.000000      \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0       0.118028      \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0       0.000000      \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0       0.187484      \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0       0.102334      \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0       0.262884      \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0       0.058381      \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0       0.000000      \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0       0.104352      \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0       0.131373      \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0       0.124704      \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0       0.000000      \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0       0.309177      \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0       0.153575      \n",
+       "\n",
+       "                                                       T.cells.CD8     Tregs  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000     0.000000   \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.039359     0.000000   \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.039187     0.068168   \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.033515     0.000000   \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.021659     0.000000   \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.050411     0.000000   \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.059191     0.027429   \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000     0.059972   \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000     0.000000   \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.021689     0.020851   \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.022250     0.000000   \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000     0.051939   \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.028882     0.000000   \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.043698     0.000000   \n",
+       "\n",
+       "                                                       Dendritic.cells  \n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0              \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0              \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0              \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0              \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0              \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0              \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0              \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0              \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0              \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0              \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0              \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0              \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0              \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0              "
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "result.Subjects[0].MIXprop[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'index': 'GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz',\n",
+       "  'RMSEa': 0.7356467701374008,\n",
+       "  'RMSEp': 1.3580584756979353,\n",
+       "  'Ra': 0.7659924064451571,\n",
+       "  'Rp': 0.7659924064451571,\n",
+       "  'BestParams': 0.25,\n",
+       "  'Iter': 4,\n",
+       "  'IscBySbj': 1.3614559595090132,\n",
+       "  'IscPob': 1.4338058519231907},\n",
+       " {'index': 'GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz',\n",
+       "  'RMSEa': 0.7505897249244129,\n",
+       "  'RMSEp': 1.090406026517986,\n",
+       "  'Ra': 0.7110050497112939,\n",
+       "  'Rp': 0.7110050497112943,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4812507549846523,\n",
+       "  'IscPob': 1.7360281133525028},\n",
+       " {'index': 'GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz',\n",
+       "  'RMSEa': 0.732099068814191,\n",
+       "  'RMSEp': 1.2091834335647023,\n",
+       "  'Ra': 0.7288513928726023,\n",
+       "  'Rp': 0.7288513928726023,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.5709810234715755,\n",
+       "  'IscPob': 1.3941344285023054},\n",
+       " {'index': 'GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz',\n",
+       "  'RMSEa': 0.7275200560756733,\n",
+       "  'RMSEp': 0.7677020173040355,\n",
+       "  'Ra': 0.7341321745726567,\n",
+       "  'Rp': 0.7341321745726567,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6949098559698745,\n",
+       "  'IscPob': 1.6767992068424078},\n",
+       " {'index': 'GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz',\n",
+       "  'RMSEa': 0.7645339483233782,\n",
+       "  'RMSEp': 0.9480152081799849,\n",
+       "  'Ra': 0.7073580843178506,\n",
+       "  'Rp': 0.7073580843178509,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4244382418785955,\n",
+       "  'IscPob': 1.4254052018177612},\n",
+       " {'index': 'GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz',\n",
+       "  'RMSEa': 0.8357526440717506,\n",
+       "  'RMSEp': 0.9220692012485019,\n",
+       "  'Ra': 0.603599701930536,\n",
+       "  'Rp': 0.6035997019305361,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 4,\n",
+       "  'IscBySbj': 1.5198711858383502,\n",
+       "  'IscPob': 1.7544527697105345},\n",
+       " {'index': 'GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz',\n",
+       "  'RMSEa': 0.7890824338319162,\n",
+       "  'RMSEp': 1.1467157955213947,\n",
+       "  'Ra': 0.662757463529935,\n",
+       "  'Rp': 0.6627574635299351,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.5299931536787006,\n",
+       "  'IscPob': 1.5963206231304197},\n",
+       " {'index': 'GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz',\n",
+       "  'RMSEa': 0.8181283890228448,\n",
+       "  'RMSEp': 1.5053263997506567,\n",
+       "  'Ra': 0.6158581588113806,\n",
+       "  'Rp': 0.6158581588113806,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4666248239439506,\n",
+       "  'IscPob': 1.3107743675863595},\n",
+       " {'index': 'GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz',\n",
+       "  'RMSEa': 0.738484399659218,\n",
+       "  'RMSEp': 1.4016467133867787,\n",
+       "  'Ra': 0.717762987535987,\n",
+       "  'Rp': 0.7177629875359868,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.3038483337900335,\n",
+       "  'IscPob': 1.1124117209595081},\n",
+       " {'index': 'GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz',\n",
+       "  'RMSEa': 0.8444033804632818,\n",
+       "  'RMSEp': 1.0593343920275025,\n",
+       "  'Ra': 0.6840760505412941,\n",
+       "  'Rp': 0.6840760505412938,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4653159078042208,\n",
+       "  'IscPob': 1.3889594811732004},\n",
+       " {'index': 'GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz',\n",
+       "  'RMSEa': 0.7574527293730309,\n",
+       "  'RMSEp': 0.9156376633520333,\n",
+       "  'Ra': 0.6965434899346512,\n",
+       "  'Rp': 0.6965434899346511,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.3842983256700507,\n",
+       "  'IscPob': 1.267873749017242},\n",
+       " {'index': 'GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz',\n",
+       "  'RMSEa': 0.7272371774257491,\n",
+       "  'RMSEp': 1.4552726472482724,\n",
+       "  'Ra': 0.7387176417109829,\n",
+       "  'Rp': 0.7387176417109832,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6252912321302102,\n",
+       "  'IscPob': 1.6694893908251813},\n",
+       " {'index': 'GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz',\n",
+       "  'RMSEa': 0.7754653074972279,\n",
+       "  'RMSEp': 0.9107204618211545,\n",
+       "  'Ra': 0.665374889094444,\n",
+       "  'Rp': 0.665374889094444,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6102328167574849,\n",
+       "  'IscPob': 1.514096545250108},\n",
+       " {'index': 'GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz',\n",
+       "  'RMSEa': 0.817035910688728,\n",
+       "  'RMSEp': 1.132628635352565,\n",
+       "  'Ra': 0.6139840261413105,\n",
+       "  'Rp': 0.6139840261413106,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.461235334393658,\n",
+       "  'IscPob': 1.5882348967389759}]"
+      ]
+     },
+     "execution_count": 56,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "absolute = result.Subjects[0].MIXabs[0].reset_index().to_dict('records')\n",
+    "proportions = result.Subjects[0].MIXprop[0].reset_index().to_dict('records')\n",
+    "metrics = result.Subjects[0].ACCmetrix[0].reset_index().to_dict('records')\n",
+    "metrics.to_dict('records')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1.7015024184163652"
+      ]
+     },
+     "execution_count": 47,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)+2*np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'subject' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-6-82ca5fad9298>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Getting Real Betas Matrix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mvector\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msubject\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mBetas\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'subject' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "# Getting Real Betas Matrix\n",
+    "vector = [x[0] for x in subject]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
+    "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def blandAltman (betas, result):\n",
+    "    betahat = result.Subjects[0].MIXprop[0].T.to_numpy(copy=True)\n",
+    "    betahat = betahat.flatten()\n",
+    "    \n",
+    "    betasim = betas.to_numpy(copy=True)\n",
+    "    betasim = betasim.flatten()\n",
+    "    \n",
+    "    df = pd.DataFrame(np.transpose([betahat, betasim, (betahat - betasim)]), columns = ['betahat', 'betasim', 'difs'])\n",
+    "    summary = pd.DataFrame([[np.mean(df.difs),np.std(df.difs),np.min(df.difs),np.max(df.difs)]], columns = ['mn', 'sd', 'mi', 'mx'])\n",
+    "    return df, summary\n",
+    "       "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ba, summary = blandAltman (Betas, result)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def blandAltamGraph(ba, summary):\n",
+    "    fig, ax = plt.subplots(figsize=(16,8))\n",
+    "    ax.plot(ba.betasim, ba.difs, 'k.')\n",
+    "    plt.xlabel('Beta Sim')\n",
+    "    plt.ylabel('Difs')\n",
+    "    ax.axhline(summary.mn[0])\n",
+    "    ax.axhline(summary.mn[0]+2*summary.sd[0])\n",
+    "    ax.axhline(summary.mn[0]-2*summary.sd[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "blandAltamGraph(ba, summary)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/app/assets/css/main.css b/app/assets/css/main.css
index ab0db9e..f72bc2b 100644
--- a/app/assets/css/main.css
+++ b/app/assets/css/main.css
@@ -487,4 +487,24 @@ nav ul {
 	top: 0px;
 	left: 3px;
 	color:#ffffff;
+}
+
+#drop_graph1 input[type="radio"]:active, #drop_graph1 input[type="radio"]:checked:active {
+	box-shadow: 0 1px 2px rgba(0,0,0,0.05), inset 0px 1px 3px rgba(0,0,0,0.1);
+}
+
+#drop_graph1 input[type="radio"]:checked {
+	background-color: #33C3F0;
+	border: 1px solid #555;
+	box-shadow: 0 1px 2px rgba(0,0,0,0.05), inset 0px -15px 10px -12px rgba(0,0,0,0.05), inset 15px 10px -12px rgba(255,255,255,0.1);
+	color: #33C3F0;
+}
+
+#drop_graph1 input[type="radio"]:checked:after {
+	content: '\2714';
+	font-size: 14px;
+	position: absolute;
+	top: 0px;
+	left: 3px;
+	color:#ffffff;
 }
\ No newline at end of file
diff --git a/app/pages/__pycache__/validate.cpython-37.pyc b/app/pages/__pycache__/validate.cpython-37.pyc
index 4c25d4929a4a69eba5b133976aa550cf0a5216cb..347e4a145dba90ef22275e6bc6efc8888820ddc1 100644
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index 6e9d157..11cd6d3 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -38,6 +38,7 @@
 lines = None
 estimate_lines = None
 ids = None
+result3 = None
 
 seed(123)
 
@@ -220,10 +221,11 @@ def update_lines(lines_slider):
     Output("loading-output-result", "children"),
     [dash.dependencies.Input('button_validate', 'n_clicks')],
     [dash.dependencies.State('lines_slider', 'value'),
-     dash.dependencies.State('cpu-slider', 'value')])
-def update_output(n_clicks, lines_slider, cpu):
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('check_celllines', 'value')])
+def update_output(n_clicks, lines_slider, cpu, celllines):
    
-    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids
+    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids, result3
     
     if n_clicks is not None:
 
@@ -268,12 +270,32 @@ def update_output(n_clicks, lines_slider, cpu):
             metrics2 = result2.Subjects[0].ACCmetrix[0].reset_index()
 
             vector = [len(x[1]) for x in subjects]
-            ids = pd.DataFrame(np.column_stack(vector))            
+            ids = pd.DataFrame(np.column_stack(vector))   
+
+            #Celllines analysis
+            if celllines[0] == 'cellines':
+                #Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
+                #result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '')
+                cc = pd.read_excel('../data/outputCellines.xlsx', sheet_name = 0) 
+                cc.index = cc.iloc[:,0].astype(int)
+                cc.index.name = 'Subjects'
+                result3 = cc.iloc[:, 1:]
+                children_tabs = [
+                    dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                    dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})
+                ]
+            else:
+                children_tabs = [
+                    dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'})
+                ]
             
         children = [            
             dcc.Tabs(id='tabs4', value='tab4-1', children=[
-                dcc.Tab(label='Similation Test', value='tab4-1'),
-            ]),
+                dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})
+            ], style={
+                'height': '35px'
+            }),
             html.Div(id='tabs4-content')
         ]
         
@@ -284,14 +306,26 @@ def update_output(n_clicks, lines_slider, cpu):
 def render_content2(tab):
     if tab == 'tab4-1':
         return html.Div([
-            dcc.Tabs(id='tabs5', value='tab5-3', children=[
-                dcc.Tab(label='Bland-Altman analysis', value='tab5-1'),
-                dcc.Tab(label='Correlation analysis', value='tab5-2'),
-                dcc.Tab(label='Self test', value='tab5-3'),
-                dcc.Tab(label='Number of Cell types', value='tab5-4'),
-            ]),
+            dcc.Tabs(id='tabs5', value='tab5-1', children=[
+                dcc.Tab(label='Bland-Altman analysis', value='tab5-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Correlation analysis', value='tab5-2', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Self test', value='tab5-3', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Number of Cell types', value='tab5-4', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+            ], style={
+                'height': '35px'
+            }),            
             html.Div(id='tabs5-content')
         ])
+    elif tab == 'tab4-2':
+        return html.Div([
+            dcc.Tabs(id='tabs6', value='tab6-2', children=[
+                dcc.Tab(label='Number of Cell types', value='tab6-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Absolute Beta Estimation', value='tab6-2', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+            ], style={
+                'height': '35px'
+            }),            
+            html.Div(id='tabs6-content')
+        ])
 
 @app.callback(Output('graph1-div', 'children'),
               [Input('drop_graph1', 'value')])
@@ -397,7 +431,7 @@ def render_content1(tab):
 
         return html.Div(            
             children = [
-            dcc.Dropdown(
+            dcc.RadioItems(
                 id='drop_graph1',
                 options=[
                     {'label': 'Proportions', 'value': 'pro'},
@@ -479,4 +513,26 @@ def render_content1(tab):
                     )
                 )
             )
+        ])
+
+@app.callback(Output('tabs6-content', 'children'),
+              [Input('tabs6', 'value')])
+def render_content1(tab):
+    global result3
+    estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])    
+    if tab == 'tab6-2':
+        items = [go.Box(y=result3.iloc[:, j], name = result3.iloc[:, j].name) for j in range(len(result3.columns))]
+        #items = [go.Violin(y=yy, box_visible=True, line_color='black',
+        #                       meanline_visible=True, fillcolor='blue', opacity=0.8,
+        #                       x0='Violin')]
+        return html.Div([
+            dcc.Graph(
+                id='graph-abe',
+                figure=go.Figure(data=items,
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
         ])
\ No newline at end of file
diff --git a/app/setup.py b/app/setup.py
index e574e55..9ee4163 100644
--- a/app/setup.py
+++ b/app/setup.py
@@ -9,7 +9,7 @@
             'cx_Logging', 'idna',
         ],
         'packages': [
-            'asyncio', 'flask', 'jinja2', 'dash', 'plotly', 'waitress', 'scipy.signal', 'scipy.sparse',  'scipy.integrate', 'xlsxwriter'
+            'asyncio', 'flask', 'jinja2', 'dash', 'plotly', 'waitress', 'scipy.signal', 'scipy.sparse',  'scipy.integrate', 'xlsxwriter', 'numpy'
         ],
         'excludes': [
             'tkinter', 'scipy.spatial.cKDTree'
diff --git a/cellines.ipynb b/cellines.ipynb
index a3af40f..4a42fce 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -14130,13 +14130,7 @@
       "--------------------------------------------------\n",
       "Iter: 1 Subject: 747\n",
       "Iter: 1 Subject: 748\n",
-      "Iter: 3 Subject: 746\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Iter: 3 Subject: 746\n",
       "Iter: 1 Subject: 749\n",
       "Iter: 2 Subject: 747\n",
       "--------------------------------------------------\n",
diff --git a/celllines xlsx.ipynb b/celllines xlsx.ipynb
new file mode 100644
index 0000000..22f71a1
--- /dev/null
+++ b/celllines xlsx.ipynb	
@@ -0,0 +1,4469 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import os\n",
+    "import sys\n",
+    "import Mixture\n",
+    "import multiprocessing\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Num cores: 4\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Num cores: ' + str(multiprocessing.cpu_count()))\n",
+    "\n",
+    "cores = 4\n",
+    "iters = 1\n",
+    "output = 'cellinesout'\n",
+    "\n",
+    "if cores > multiprocessing.cpu_count():\n",
+    "    cores = multiprocessing.cpu_count()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read xlsx files\n",
+    "X = pd.read_excel('app/data/TIL10_signature.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read xlsx files\n",
+    "Y = pd.read_excel('data/Celllines.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>906826</th>\n",
+       "      <th>687983</th>\n",
+       "      <th>910927</th>\n",
+       "      <th>1240138</th>\n",
+       "      <th>1240139</th>\n",
+       "      <th>906792</th>\n",
+       "      <th>910688</th>\n",
+       "      <th>1240135</th>\n",
+       "      <th>...</th>\n",
+       "      <th>753584</th>\n",
+       "      <th>907044</th>\n",
+       "      <th>998184</th>\n",
+       "      <th>908145</th>\n",
+       "      <th>1659787</th>\n",
+       "      <th>1298157</th>\n",
+       "      <th>1480372</th>\n",
+       "      <th>1298533</th>\n",
+       "      <th>930299</th>\n",
+       "      <th>905954.1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>TSPAN6</td>\n",
+       "      <td>198.366304</td>\n",
+       "      <td>187.230436</td>\n",
+       "      <td>419.444908</td>\n",
+       "      <td>222.419924</td>\n",
+       "      <td>212.198047</td>\n",
+       "      <td>134.786621</td>\n",
+       "      <td>9.748621</td>\n",
+       "      <td>124.638529</td>\n",
+       "      <td>...</td>\n",
+       "      <td>137.724074</td>\n",
+       "      <td>9.425070</td>\n",
+       "      <td>8.218597</td>\n",
+       "      <td>331.582284</td>\n",
+       "      <td>122.121882</td>\n",
+       "      <td>347.682936</td>\n",
+       "      <td>343.203766</td>\n",
+       "      <td>272.338050</td>\n",
+       "      <td>8.647798</td>\n",
+       "      <td>142.333051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>TNMD</td>\n",
+       "      <td>7.806009</td>\n",
+       "      <td>6.857659</td>\n",
+       "      <td>6.248491</td>\n",
+       "      <td>7.051465</td>\n",
+       "      <td>7.769056</td>\n",
+       "      <td>7.411045</td>\n",
+       "      <td>7.101891</td>\n",
+       "      <td>7.334766</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.958841</td>\n",
+       "      <td>6.704533</td>\n",
+       "      <td>7.870230</td>\n",
+       "      <td>7.222767</td>\n",
+       "      <td>6.158717</td>\n",
+       "      <td>6.230190</td>\n",
+       "      <td>7.360939</td>\n",
+       "      <td>5.740469</td>\n",
+       "      <td>7.313022</td>\n",
+       "      <td>7.131893</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2</td>\n",
+       "      <td>DPM1</td>\n",
+       "      <td>1332.160907</td>\n",
+       "      <td>3583.966033</td>\n",
+       "      <td>942.750905</td>\n",
+       "      <td>944.541755</td>\n",
+       "      <td>1368.936470</td>\n",
+       "      <td>875.514199</td>\n",
+       "      <td>1229.950967</td>\n",
+       "      <td>1181.113002</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1434.652440</td>\n",
+       "      <td>1392.007683</td>\n",
+       "      <td>1271.188200</td>\n",
+       "      <td>1403.516091</td>\n",
+       "      <td>1368.590676</td>\n",
+       "      <td>2824.425590</td>\n",
+       "      <td>1507.327754</td>\n",
+       "      <td>1773.950376</td>\n",
+       "      <td>938.297720</td>\n",
+       "      <td>1768.387206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3</td>\n",
+       "      <td>SCYL3</td>\n",
+       "      <td>12.250715</td>\n",
+       "      <td>16.759262</td>\n",
+       "      <td>15.521864</td>\n",
+       "      <td>16.722300</td>\n",
+       "      <td>20.273176</td>\n",
+       "      <td>19.305001</td>\n",
+       "      <td>62.603333</td>\n",
+       "      <td>13.132165</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.967555</td>\n",
+       "      <td>24.658494</td>\n",
+       "      <td>20.372112</td>\n",
+       "      <td>14.501411</td>\n",
+       "      <td>15.428870</td>\n",
+       "      <td>21.493812</td>\n",
+       "      <td>11.715849</td>\n",
+       "      <td>21.755929</td>\n",
+       "      <td>19.250548</td>\n",
+       "      <td>17.154241</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4</td>\n",
+       "      <td>C1orf112</td>\n",
+       "      <td>10.415653</td>\n",
+       "      <td>13.291985</td>\n",
+       "      <td>9.425833</td>\n",
+       "      <td>11.781195</td>\n",
+       "      <td>14.324103</td>\n",
+       "      <td>14.074927</td>\n",
+       "      <td>8.066077</td>\n",
+       "      <td>9.636096</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.240021</td>\n",
+       "      <td>15.430837</td>\n",
+       "      <td>13.992517</td>\n",
+       "      <td>9.170420</td>\n",
+       "      <td>14.072733</td>\n",
+       "      <td>20.889876</td>\n",
+       "      <td>18.990272</td>\n",
+       "      <td>8.405648</td>\n",
+       "      <td>9.383959</td>\n",
+       "      <td>10.821246</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>5</td>\n",
+       "      <td>FGR</td>\n",
+       "      <td>10.019176</td>\n",
+       "      <td>8.891362</td>\n",
+       "      <td>9.456105</td>\n",
+       "      <td>8.581599</td>\n",
+       "      <td>8.009998</td>\n",
+       "      <td>9.841751</td>\n",
+       "      <td>757.608074</td>\n",
+       "      <td>8.204029</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.482722</td>\n",
+       "      <td>501.236254</td>\n",
+       "      <td>11.814998</td>\n",
+       "      <td>8.562801</td>\n",
+       "      <td>9.005251</td>\n",
+       "      <td>9.379503</td>\n",
+       "      <td>9.040080</td>\n",
+       "      <td>9.436850</td>\n",
+       "      <td>8.155326</td>\n",
+       "      <td>10.058051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>6</td>\n",
+       "      <td>CFH</td>\n",
+       "      <td>11.846182</td>\n",
+       "      <td>227.098203</td>\n",
+       "      <td>7.626566</td>\n",
+       "      <td>148.231321</td>\n",
+       "      <td>10.377753</td>\n",
+       "      <td>20.200499</td>\n",
+       "      <td>9.249885</td>\n",
+       "      <td>55.437251</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.858109</td>\n",
+       "      <td>9.998153</td>\n",
+       "      <td>10.642322</td>\n",
+       "      <td>178.923587</td>\n",
+       "      <td>9.937787</td>\n",
+       "      <td>11.886100</td>\n",
+       "      <td>9.999188</td>\n",
+       "      <td>37.000490</td>\n",
+       "      <td>10.608497</td>\n",
+       "      <td>8.358730</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>7</td>\n",
+       "      <td>FUCA2</td>\n",
+       "      <td>294.991675</td>\n",
+       "      <td>98.153787</td>\n",
+       "      <td>292.287878</td>\n",
+       "      <td>396.353350</td>\n",
+       "      <td>314.507318</td>\n",
+       "      <td>457.830962</td>\n",
+       "      <td>116.115280</td>\n",
+       "      <td>389.926582</td>\n",
+       "      <td>...</td>\n",
+       "      <td>495.852243</td>\n",
+       "      <td>56.464120</td>\n",
+       "      <td>10.762820</td>\n",
+       "      <td>568.092411</td>\n",
+       "      <td>679.368481</td>\n",
+       "      <td>292.643454</td>\n",
+       "      <td>478.278023</td>\n",
+       "      <td>269.359391</td>\n",
+       "      <td>54.214615</td>\n",
+       "      <td>292.332128</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>8</td>\n",
+       "      <td>GCLC</td>\n",
+       "      <td>37.664084</td>\n",
+       "      <td>56.074141</td>\n",
+       "      <td>43.017177</td>\n",
+       "      <td>49.102140</td>\n",
+       "      <td>50.893791</td>\n",
+       "      <td>50.457188</td>\n",
+       "      <td>49.282351</td>\n",
+       "      <td>32.947227</td>\n",
+       "      <td>...</td>\n",
+       "      <td>39.223326</td>\n",
+       "      <td>107.387385</td>\n",
+       "      <td>102.815035</td>\n",
+       "      <td>66.487351</td>\n",
+       "      <td>54.204316</td>\n",
+       "      <td>50.970848</td>\n",
+       "      <td>25.720578</td>\n",
+       "      <td>49.998449</td>\n",
+       "      <td>57.053996</td>\n",
+       "      <td>40.219805</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>9</td>\n",
+       "      <td>NFYA</td>\n",
+       "      <td>41.327754</td>\n",
+       "      <td>148.020501</td>\n",
+       "      <td>34.793523</td>\n",
+       "      <td>31.921008</td>\n",
+       "      <td>18.128721</td>\n",
+       "      <td>44.624559</td>\n",
+       "      <td>34.608521</td>\n",
+       "      <td>23.224277</td>\n",
+       "      <td>...</td>\n",
+       "      <td>44.373379</td>\n",
+       "      <td>43.854894</td>\n",
+       "      <td>92.009667</td>\n",
+       "      <td>37.109102</td>\n",
+       "      <td>23.123497</td>\n",
+       "      <td>30.781583</td>\n",
+       "      <td>18.582951</td>\n",
+       "      <td>32.921355</td>\n",
+       "      <td>46.874205</td>\n",
+       "      <td>58.789515</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>10</td>\n",
+       "      <td>STPG1</td>\n",
+       "      <td>12.100483</td>\n",
+       "      <td>13.487475</td>\n",
+       "      <td>15.412876</td>\n",
+       "      <td>10.401616</td>\n",
+       "      <td>9.212530</td>\n",
+       "      <td>13.511552</td>\n",
+       "      <td>9.450136</td>\n",
+       "      <td>12.982718</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.769953</td>\n",
+       "      <td>8.533200</td>\n",
+       "      <td>7.753405</td>\n",
+       "      <td>9.193368</td>\n",
+       "      <td>12.729168</td>\n",
+       "      <td>13.646016</td>\n",
+       "      <td>10.794293</td>\n",
+       "      <td>10.161061</td>\n",
+       "      <td>9.666504</td>\n",
+       "      <td>18.576844</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>11</td>\n",
+       "      <td>NIPAL3</td>\n",
+       "      <td>199.709105</td>\n",
+       "      <td>52.542169</td>\n",
+       "      <td>48.544462</td>\n",
+       "      <td>107.843154</td>\n",
+       "      <td>72.940830</td>\n",
+       "      <td>161.162776</td>\n",
+       "      <td>41.623287</td>\n",
+       "      <td>208.435220</td>\n",
+       "      <td>...</td>\n",
+       "      <td>62.871445</td>\n",
+       "      <td>30.530473</td>\n",
+       "      <td>180.607055</td>\n",
+       "      <td>161.025137</td>\n",
+       "      <td>20.379934</td>\n",
+       "      <td>164.305597</td>\n",
+       "      <td>23.525004</td>\n",
+       "      <td>101.762605</td>\n",
+       "      <td>129.152896</td>\n",
+       "      <td>289.966964</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>12</td>\n",
+       "      <td>LAS1L</td>\n",
+       "      <td>23.410199</td>\n",
+       "      <td>19.789000</td>\n",
+       "      <td>14.243092</td>\n",
+       "      <td>11.412534</td>\n",
+       "      <td>19.344484</td>\n",
+       "      <td>14.133484</td>\n",
+       "      <td>13.264310</td>\n",
+       "      <td>13.341279</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.748118</td>\n",
+       "      <td>19.450942</td>\n",
+       "      <td>15.258238</td>\n",
+       "      <td>14.962805</td>\n",
+       "      <td>17.782836</td>\n",
+       "      <td>20.511066</td>\n",
+       "      <td>20.553855</td>\n",
+       "      <td>12.103615</td>\n",
+       "      <td>12.380348</td>\n",
+       "      <td>12.485844</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>13</td>\n",
+       "      <td>ENPP4</td>\n",
+       "      <td>22.444048</td>\n",
+       "      <td>65.370341</td>\n",
+       "      <td>23.402071</td>\n",
+       "      <td>39.667794</td>\n",
+       "      <td>49.359549</td>\n",
+       "      <td>9.305535</td>\n",
+       "      <td>50.871441</td>\n",
+       "      <td>46.112750</td>\n",
+       "      <td>...</td>\n",
+       "      <td>49.380523</td>\n",
+       "      <td>10.157738</td>\n",
+       "      <td>57.173169</td>\n",
+       "      <td>10.622276</td>\n",
+       "      <td>19.506340</td>\n",
+       "      <td>13.240375</td>\n",
+       "      <td>28.126254</td>\n",
+       "      <td>58.061114</td>\n",
+       "      <td>79.953236</td>\n",
+       "      <td>13.664758</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>14</td>\n",
+       "      <td>SEMA3F</td>\n",
+       "      <td>17.367385</td>\n",
+       "      <td>15.470827</td>\n",
+       "      <td>21.706934</td>\n",
+       "      <td>18.510503</td>\n",
+       "      <td>12.339563</td>\n",
+       "      <td>14.864112</td>\n",
+       "      <td>11.828870</td>\n",
+       "      <td>24.184800</td>\n",
+       "      <td>...</td>\n",
+       "      <td>14.865906</td>\n",
+       "      <td>14.186357</td>\n",
+       "      <td>15.190364</td>\n",
+       "      <td>13.958933</td>\n",
+       "      <td>16.464496</td>\n",
+       "      <td>28.686227</td>\n",
+       "      <td>27.690108</td>\n",
+       "      <td>19.511061</td>\n",
+       "      <td>53.988517</td>\n",
+       "      <td>14.211730</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>15</td>\n",
+       "      <td>CFTR</td>\n",
+       "      <td>8.139666</td>\n",
+       "      <td>8.717672</td>\n",
+       "      <td>7.447380</td>\n",
+       "      <td>7.727989</td>\n",
+       "      <td>8.705220</td>\n",
+       "      <td>7.760426</td>\n",
+       "      <td>7.741932</td>\n",
+       "      <td>7.905416</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.016093</td>\n",
+       "      <td>7.905398</td>\n",
+       "      <td>8.631419</td>\n",
+       "      <td>7.427229</td>\n",
+       "      <td>8.438193</td>\n",
+       "      <td>8.730948</td>\n",
+       "      <td>8.538814</td>\n",
+       "      <td>10.358294</td>\n",
+       "      <td>8.260312</td>\n",
+       "      <td>7.860545</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>16</td>\n",
+       "      <td>ANKIB1</td>\n",
+       "      <td>314.397001</td>\n",
+       "      <td>318.160059</td>\n",
+       "      <td>245.335320</td>\n",
+       "      <td>150.263867</td>\n",
+       "      <td>435.055759</td>\n",
+       "      <td>351.378389</td>\n",
+       "      <td>356.752280</td>\n",
+       "      <td>274.415311</td>\n",
+       "      <td>...</td>\n",
+       "      <td>409.293227</td>\n",
+       "      <td>279.471054</td>\n",
+       "      <td>371.936879</td>\n",
+       "      <td>530.331881</td>\n",
+       "      <td>288.815870</td>\n",
+       "      <td>310.839097</td>\n",
+       "      <td>400.312507</td>\n",
+       "      <td>227.691467</td>\n",
+       "      <td>272.129195</td>\n",
+       "      <td>360.211037</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>17</td>\n",
+       "      <td>KRIT1</td>\n",
+       "      <td>12.523924</td>\n",
+       "      <td>14.508697</td>\n",
+       "      <td>14.041396</td>\n",
+       "      <td>13.670096</td>\n",
+       "      <td>13.250575</td>\n",
+       "      <td>13.709150</td>\n",
+       "      <td>16.625827</td>\n",
+       "      <td>19.674845</td>\n",
+       "      <td>...</td>\n",
+       "      <td>15.126675</td>\n",
+       "      <td>14.857988</td>\n",
+       "      <td>13.477357</td>\n",
+       "      <td>13.807125</td>\n",
+       "      <td>8.551293</td>\n",
+       "      <td>10.052496</td>\n",
+       "      <td>16.517203</td>\n",
+       "      <td>9.556864</td>\n",
+       "      <td>15.300796</td>\n",
+       "      <td>19.860686</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>18</td>\n",
+       "      <td>RAD52</td>\n",
+       "      <td>13.741490</td>\n",
+       "      <td>15.155593</td>\n",
+       "      <td>12.107794</td>\n",
+       "      <td>9.318926</td>\n",
+       "      <td>15.715163</td>\n",
+       "      <td>10.933350</td>\n",
+       "      <td>11.117271</td>\n",
+       "      <td>10.616969</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.644064</td>\n",
+       "      <td>11.744310</td>\n",
+       "      <td>12.746194</td>\n",
+       "      <td>10.363093</td>\n",
+       "      <td>11.325561</td>\n",
+       "      <td>16.233234</td>\n",
+       "      <td>12.168294</td>\n",
+       "      <td>23.269737</td>\n",
+       "      <td>10.039674</td>\n",
+       "      <td>9.726711</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>19</td>\n",
+       "      <td>BAD</td>\n",
+       "      <td>175.875331</td>\n",
+       "      <td>178.443892</td>\n",
+       "      <td>171.215802</td>\n",
+       "      <td>212.473257</td>\n",
+       "      <td>127.909635</td>\n",
+       "      <td>93.715103</td>\n",
+       "      <td>81.801911</td>\n",
+       "      <td>245.714367</td>\n",
+       "      <td>...</td>\n",
+       "      <td>141.824397</td>\n",
+       "      <td>89.166267</td>\n",
+       "      <td>121.056505</td>\n",
+       "      <td>111.515122</td>\n",
+       "      <td>142.332582</td>\n",
+       "      <td>150.588094</td>\n",
+       "      <td>184.216271</td>\n",
+       "      <td>67.012394</td>\n",
+       "      <td>291.220484</td>\n",
+       "      <td>31.282159</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>20</td>\n",
+       "      <td>LAP3</td>\n",
+       "      <td>87.664826</td>\n",
+       "      <td>107.100849</td>\n",
+       "      <td>50.411838</td>\n",
+       "      <td>38.302505</td>\n",
+       "      <td>24.443765</td>\n",
+       "      <td>122.003387</td>\n",
+       "      <td>377.597853</td>\n",
+       "      <td>225.333075</td>\n",
+       "      <td>...</td>\n",
+       "      <td>41.753055</td>\n",
+       "      <td>385.654251</td>\n",
+       "      <td>73.928492</td>\n",
+       "      <td>105.064416</td>\n",
+       "      <td>92.463108</td>\n",
+       "      <td>54.189180</td>\n",
+       "      <td>224.430733</td>\n",
+       "      <td>145.218095</td>\n",
+       "      <td>50.689989</td>\n",
+       "      <td>93.018835</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>21</td>\n",
+       "      <td>CD99</td>\n",
+       "      <td>704.510655</td>\n",
+       "      <td>711.443915</td>\n",
+       "      <td>1032.072449</td>\n",
+       "      <td>288.643892</td>\n",
+       "      <td>575.662078</td>\n",
+       "      <td>766.350616</td>\n",
+       "      <td>311.620011</td>\n",
+       "      <td>445.529834</td>\n",
+       "      <td>...</td>\n",
+       "      <td>546.845243</td>\n",
+       "      <td>672.644651</td>\n",
+       "      <td>578.213557</td>\n",
+       "      <td>772.263875</td>\n",
+       "      <td>764.018034</td>\n",
+       "      <td>258.159242</td>\n",
+       "      <td>277.011261</td>\n",
+       "      <td>123.520012</td>\n",
+       "      <td>329.189808</td>\n",
+       "      <td>782.075373</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>22</td>\n",
+       "      <td>HS3ST1</td>\n",
+       "      <td>11.451346</td>\n",
+       "      <td>8.249443</td>\n",
+       "      <td>15.183095</td>\n",
+       "      <td>7.765533</td>\n",
+       "      <td>16.348083</td>\n",
+       "      <td>13.298890</td>\n",
+       "      <td>7.228490</td>\n",
+       "      <td>9.272967</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.215498</td>\n",
+       "      <td>7.735452</td>\n",
+       "      <td>7.969449</td>\n",
+       "      <td>8.836350</td>\n",
+       "      <td>8.498599</td>\n",
+       "      <td>9.270082</td>\n",
+       "      <td>14.850851</td>\n",
+       "      <td>134.684202</td>\n",
+       "      <td>33.434086</td>\n",
+       "      <td>10.056280</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>23</td>\n",
+       "      <td>WNT16</td>\n",
+       "      <td>13.370965</td>\n",
+       "      <td>6.632041</td>\n",
+       "      <td>6.494245</td>\n",
+       "      <td>6.644636</td>\n",
+       "      <td>7.169880</td>\n",
+       "      <td>6.798498</td>\n",
+       "      <td>7.078479</td>\n",
+       "      <td>7.306324</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.809447</td>\n",
+       "      <td>7.605270</td>\n",
+       "      <td>7.255385</td>\n",
+       "      <td>7.651848</td>\n",
+       "      <td>7.164129</td>\n",
+       "      <td>7.412694</td>\n",
+       "      <td>6.795149</td>\n",
+       "      <td>7.029483</td>\n",
+       "      <td>6.468781</td>\n",
+       "      <td>7.053665</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>24</td>\n",
+       "      <td>HECW1</td>\n",
+       "      <td>6.326435</td>\n",
+       "      <td>6.907970</td>\n",
+       "      <td>7.478924</td>\n",
+       "      <td>8.004987</td>\n",
+       "      <td>6.982688</td>\n",
+       "      <td>6.653928</td>\n",
+       "      <td>6.611827</td>\n",
+       "      <td>8.094666</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.488482</td>\n",
+       "      <td>7.247351</td>\n",
+       "      <td>8.340986</td>\n",
+       "      <td>8.960827</td>\n",
+       "      <td>7.504306</td>\n",
+       "      <td>7.672314</td>\n",
+       "      <td>6.896998</td>\n",
+       "      <td>7.516635</td>\n",
+       "      <td>12.314463</td>\n",
+       "      <td>6.596377</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>25</td>\n",
+       "      <td>MAD1L1</td>\n",
+       "      <td>36.769342</td>\n",
+       "      <td>70.514106</td>\n",
+       "      <td>42.045233</td>\n",
+       "      <td>43.627736</td>\n",
+       "      <td>41.739723</td>\n",
+       "      <td>478.017475</td>\n",
+       "      <td>600.808645</td>\n",
+       "      <td>45.022243</td>\n",
+       "      <td>...</td>\n",
+       "      <td>30.102279</td>\n",
+       "      <td>39.424993</td>\n",
+       "      <td>103.855878</td>\n",
+       "      <td>249.972604</td>\n",
+       "      <td>445.315850</td>\n",
+       "      <td>25.535976</td>\n",
+       "      <td>20.228811</td>\n",
+       "      <td>102.788717</td>\n",
+       "      <td>55.510534</td>\n",
+       "      <td>998.934433</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>26</td>\n",
+       "      <td>LASP1</td>\n",
+       "      <td>30.519966</td>\n",
+       "      <td>23.033258</td>\n",
+       "      <td>17.697576</td>\n",
+       "      <td>31.379191</td>\n",
+       "      <td>42.310730</td>\n",
+       "      <td>16.879708</td>\n",
+       "      <td>18.331028</td>\n",
+       "      <td>31.178090</td>\n",
+       "      <td>...</td>\n",
+       "      <td>33.353241</td>\n",
+       "      <td>19.157712</td>\n",
+       "      <td>22.617557</td>\n",
+       "      <td>24.404417</td>\n",
+       "      <td>39.386452</td>\n",
+       "      <td>27.999237</td>\n",
+       "      <td>26.707577</td>\n",
+       "      <td>29.217068</td>\n",
+       "      <td>17.037871</td>\n",
+       "      <td>15.625781</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>27</td>\n",
+       "      <td>SNX11</td>\n",
+       "      <td>27.236262</td>\n",
+       "      <td>37.957173</td>\n",
+       "      <td>25.033698</td>\n",
+       "      <td>23.569287</td>\n",
+       "      <td>43.916527</td>\n",
+       "      <td>34.285869</td>\n",
+       "      <td>190.592561</td>\n",
+       "      <td>29.441608</td>\n",
+       "      <td>...</td>\n",
+       "      <td>27.003669</td>\n",
+       "      <td>108.518617</td>\n",
+       "      <td>32.767519</td>\n",
+       "      <td>31.094841</td>\n",
+       "      <td>24.745048</td>\n",
+       "      <td>31.607661</td>\n",
+       "      <td>32.837193</td>\n",
+       "      <td>24.453570</td>\n",
+       "      <td>27.863106</td>\n",
+       "      <td>31.280838</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>28</td>\n",
+       "      <td>TMEM176A</td>\n",
+       "      <td>7.867042</td>\n",
+       "      <td>8.196591</td>\n",
+       "      <td>7.191336</td>\n",
+       "      <td>7.810409</td>\n",
+       "      <td>7.805871</td>\n",
+       "      <td>6.897072</td>\n",
+       "      <td>9.416430</td>\n",
+       "      <td>10.632377</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.461031</td>\n",
+       "      <td>10.301590</td>\n",
+       "      <td>8.362396</td>\n",
+       "      <td>7.202452</td>\n",
+       "      <td>9.997247</td>\n",
+       "      <td>7.994822</td>\n",
+       "      <td>7.575325</td>\n",
+       "      <td>6.773557</td>\n",
+       "      <td>228.170810</td>\n",
+       "      <td>9.622860</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>29</td>\n",
+       "      <td>M6PR</td>\n",
+       "      <td>886.523130</td>\n",
+       "      <td>460.014870</td>\n",
+       "      <td>467.439551</td>\n",
+       "      <td>503.109732</td>\n",
+       "      <td>1448.610516</td>\n",
+       "      <td>1026.459567</td>\n",
+       "      <td>1088.081128</td>\n",
+       "      <td>671.818194</td>\n",
+       "      <td>...</td>\n",
+       "      <td>606.456572</td>\n",
+       "      <td>804.614825</td>\n",
+       "      <td>656.487439</td>\n",
+       "      <td>741.845063</td>\n",
+       "      <td>852.508968</td>\n",
+       "      <td>820.472343</td>\n",
+       "      <td>921.765591</td>\n",
+       "      <td>1308.797270</td>\n",
+       "      <td>458.093717</td>\n",
+       "      <td>532.892307</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16502</th>\n",
+       "      <td>16502</td>\n",
+       "      <td>LSM14A</td>\n",
+       "      <td>498.676746</td>\n",
+       "      <td>625.245234</td>\n",
+       "      <td>619.276429</td>\n",
+       "      <td>484.026466</td>\n",
+       "      <td>413.684892</td>\n",
+       "      <td>282.427285</td>\n",
+       "      <td>463.140035</td>\n",
+       "      <td>450.007894</td>\n",
+       "      <td>...</td>\n",
+       "      <td>347.100844</td>\n",
+       "      <td>548.074139</td>\n",
+       "      <td>408.898090</td>\n",
+       "      <td>250.777086</td>\n",
+       "      <td>351.739082</td>\n",
+       "      <td>597.111729</td>\n",
+       "      <td>509.503080</td>\n",
+       "      <td>458.319152</td>\n",
+       "      <td>456.391073</td>\n",
+       "      <td>421.924586</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16503</th>\n",
+       "      <td>16503</td>\n",
+       "      <td>TAS2R38</td>\n",
+       "      <td>7.774775</td>\n",
+       "      <td>6.631353</td>\n",
+       "      <td>7.566772</td>\n",
+       "      <td>7.403147</td>\n",
+       "      <td>8.507221</td>\n",
+       "      <td>7.672033</td>\n",
+       "      <td>8.816628</td>\n",
+       "      <td>6.835237</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.830826</td>\n",
+       "      <td>8.667409</td>\n",
+       "      <td>7.438907</td>\n",
+       "      <td>8.338412</td>\n",
+       "      <td>7.171872</td>\n",
+       "      <td>8.116205</td>\n",
+       "      <td>6.876367</td>\n",
+       "      <td>8.997441</td>\n",
+       "      <td>6.528039</td>\n",
+       "      <td>6.473989</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16504</th>\n",
+       "      <td>16504</td>\n",
+       "      <td>MGAM</td>\n",
+       "      <td>176.076383</td>\n",
+       "      <td>7.925164</td>\n",
+       "      <td>6.915634</td>\n",
+       "      <td>7.548701</td>\n",
+       "      <td>7.220839</td>\n",
+       "      <td>6.672680</td>\n",
+       "      <td>6.505025</td>\n",
+       "      <td>7.540699</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.237040</td>\n",
+       "      <td>7.944003</td>\n",
+       "      <td>6.923920</td>\n",
+       "      <td>6.449237</td>\n",
+       "      <td>6.819381</td>\n",
+       "      <td>390.933360</td>\n",
+       "      <td>7.801551</td>\n",
+       "      <td>7.853325</td>\n",
+       "      <td>6.937242</td>\n",
+       "      <td>23.432551</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16505</th>\n",
+       "      <td>16505</td>\n",
+       "      <td>CUX1</td>\n",
+       "      <td>22.301155</td>\n",
+       "      <td>19.191169</td>\n",
+       "      <td>17.932826</td>\n",
+       "      <td>36.808710</td>\n",
+       "      <td>15.236506</td>\n",
+       "      <td>15.783827</td>\n",
+       "      <td>15.134604</td>\n",
+       "      <td>8.720850</td>\n",
+       "      <td>...</td>\n",
+       "      <td>17.307012</td>\n",
+       "      <td>13.962950</td>\n",
+       "      <td>16.526541</td>\n",
+       "      <td>16.116269</td>\n",
+       "      <td>12.090952</td>\n",
+       "      <td>16.684799</td>\n",
+       "      <td>15.894835</td>\n",
+       "      <td>14.774473</td>\n",
+       "      <td>13.618690</td>\n",
+       "      <td>18.040721</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16506</th>\n",
+       "      <td>16506</td>\n",
+       "      <td>PRSS58</td>\n",
+       "      <td>8.247703</td>\n",
+       "      <td>6.547028</td>\n",
+       "      <td>7.216837</td>\n",
+       "      <td>7.115535</td>\n",
+       "      <td>7.185944</td>\n",
+       "      <td>7.717751</td>\n",
+       "      <td>7.592567</td>\n",
+       "      <td>8.223308</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.717785</td>\n",
+       "      <td>6.912948</td>\n",
+       "      <td>6.822620</td>\n",
+       "      <td>7.090247</td>\n",
+       "      <td>7.122424</td>\n",
+       "      <td>8.146904</td>\n",
+       "      <td>7.348318</td>\n",
+       "      <td>7.504302</td>\n",
+       "      <td>7.925831</td>\n",
+       "      <td>7.324237</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16507</th>\n",
+       "      <td>16507</td>\n",
+       "      <td>CLEC5A</td>\n",
+       "      <td>6.798497</td>\n",
+       "      <td>6.951264</td>\n",
+       "      <td>7.352516</td>\n",
+       "      <td>6.730369</td>\n",
+       "      <td>6.732617</td>\n",
+       "      <td>7.551458</td>\n",
+       "      <td>6.593930</td>\n",
+       "      <td>7.210281</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.775167</td>\n",
+       "      <td>7.961492</td>\n",
+       "      <td>7.190536</td>\n",
+       "      <td>7.712892</td>\n",
+       "      <td>7.993728</td>\n",
+       "      <td>8.480547</td>\n",
+       "      <td>7.253346</td>\n",
+       "      <td>8.396600</td>\n",
+       "      <td>7.538355</td>\n",
+       "      <td>7.179515</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16508</th>\n",
+       "      <td>16508</td>\n",
+       "      <td>ZNF578</td>\n",
+       "      <td>7.213249</td>\n",
+       "      <td>6.228694</td>\n",
+       "      <td>6.099578</td>\n",
+       "      <td>6.360460</td>\n",
+       "      <td>6.546719</td>\n",
+       "      <td>5.956546</td>\n",
+       "      <td>7.530377</td>\n",
+       "      <td>6.677454</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.306871</td>\n",
+       "      <td>7.302946</td>\n",
+       "      <td>7.127575</td>\n",
+       "      <td>7.181811</td>\n",
+       "      <td>7.102099</td>\n",
+       "      <td>7.153257</td>\n",
+       "      <td>6.545843</td>\n",
+       "      <td>6.480442</td>\n",
+       "      <td>6.525912</td>\n",
+       "      <td>7.113788</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16509</th>\n",
+       "      <td>16509</td>\n",
+       "      <td>DIO3OS</td>\n",
+       "      <td>9.919692</td>\n",
+       "      <td>9.878400</td>\n",
+       "      <td>9.927706</td>\n",
+       "      <td>10.721129</td>\n",
+       "      <td>9.212226</td>\n",
+       "      <td>9.945092</td>\n",
+       "      <td>10.699149</td>\n",
+       "      <td>10.547763</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.558238</td>\n",
+       "      <td>13.078277</td>\n",
+       "      <td>11.308120</td>\n",
+       "      <td>9.745887</td>\n",
+       "      <td>11.490090</td>\n",
+       "      <td>8.779135</td>\n",
+       "      <td>13.115721</td>\n",
+       "      <td>12.874544</td>\n",
+       "      <td>11.778104</td>\n",
+       "      <td>11.930972</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16510</th>\n",
+       "      <td>16510</td>\n",
+       "      <td>UBE2CP1</td>\n",
+       "      <td>1966.189933</td>\n",
+       "      <td>574.287016</td>\n",
+       "      <td>828.557486</td>\n",
+       "      <td>872.426471</td>\n",
+       "      <td>1506.812591</td>\n",
+       "      <td>1003.587448</td>\n",
+       "      <td>76.467573</td>\n",
+       "      <td>1031.707788</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3035.283597</td>\n",
+       "      <td>1653.424273</td>\n",
+       "      <td>1437.430260</td>\n",
+       "      <td>410.946460</td>\n",
+       "      <td>2235.929589</td>\n",
+       "      <td>3242.850807</td>\n",
+       "      <td>2586.815640</td>\n",
+       "      <td>1606.409297</td>\n",
+       "      <td>1406.446239</td>\n",
+       "      <td>468.894261</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16511</th>\n",
+       "      <td>16511</td>\n",
+       "      <td>LINC00638</td>\n",
+       "      <td>9.283151</td>\n",
+       "      <td>10.144974</td>\n",
+       "      <td>9.937635</td>\n",
+       "      <td>10.049277</td>\n",
+       "      <td>9.268179</td>\n",
+       "      <td>9.678354</td>\n",
+       "      <td>11.164004</td>\n",
+       "      <td>10.706474</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.599743</td>\n",
+       "      <td>12.657954</td>\n",
+       "      <td>9.816047</td>\n",
+       "      <td>9.427868</td>\n",
+       "      <td>8.880588</td>\n",
+       "      <td>10.118208</td>\n",
+       "      <td>9.623070</td>\n",
+       "      <td>10.811812</td>\n",
+       "      <td>9.706325</td>\n",
+       "      <td>10.617207</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16512</th>\n",
+       "      <td>16512</td>\n",
+       "      <td>OR4C13</td>\n",
+       "      <td>6.295018</td>\n",
+       "      <td>7.172623</td>\n",
+       "      <td>6.998296</td>\n",
+       "      <td>6.495960</td>\n",
+       "      <td>7.257948</td>\n",
+       "      <td>7.294398</td>\n",
+       "      <td>8.707017</td>\n",
+       "      <td>7.269966</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.809922</td>\n",
+       "      <td>7.797862</td>\n",
+       "      <td>7.278747</td>\n",
+       "      <td>8.752696</td>\n",
+       "      <td>8.410599</td>\n",
+       "      <td>7.585133</td>\n",
+       "      <td>6.619775</td>\n",
+       "      <td>8.619617</td>\n",
+       "      <td>7.616567</td>\n",
+       "      <td>10.139662</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16513</th>\n",
+       "      <td>16513</td>\n",
+       "      <td>CEP95</td>\n",
+       "      <td>65.192893</td>\n",
+       "      <td>86.812459</td>\n",
+       "      <td>115.490247</td>\n",
+       "      <td>99.610882</td>\n",
+       "      <td>113.296828</td>\n",
+       "      <td>100.496485</td>\n",
+       "      <td>81.221928</td>\n",
+       "      <td>68.847414</td>\n",
+       "      <td>...</td>\n",
+       "      <td>72.769669</td>\n",
+       "      <td>105.077820</td>\n",
+       "      <td>164.413732</td>\n",
+       "      <td>99.673105</td>\n",
+       "      <td>80.247594</td>\n",
+       "      <td>117.559753</td>\n",
+       "      <td>117.535312</td>\n",
+       "      <td>164.396983</td>\n",
+       "      <td>91.141199</td>\n",
+       "      <td>69.678013</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16514</th>\n",
+       "      <td>16514</td>\n",
+       "      <td>SMIM6</td>\n",
+       "      <td>11.318637</td>\n",
+       "      <td>10.610565</td>\n",
+       "      <td>36.349867</td>\n",
+       "      <td>101.048415</td>\n",
+       "      <td>10.639092</td>\n",
+       "      <td>9.068598</td>\n",
+       "      <td>12.934769</td>\n",
+       "      <td>49.647407</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11.973951</td>\n",
+       "      <td>14.721558</td>\n",
+       "      <td>10.684283</td>\n",
+       "      <td>9.756347</td>\n",
+       "      <td>11.847813</td>\n",
+       "      <td>13.675665</td>\n",
+       "      <td>13.224205</td>\n",
+       "      <td>14.798249</td>\n",
+       "      <td>10.666952</td>\n",
+       "      <td>10.977788</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16515</th>\n",
+       "      <td>16515</td>\n",
+       "      <td>SLC35G6</td>\n",
+       "      <td>7.726856</td>\n",
+       "      <td>8.448538</td>\n",
+       "      <td>8.887240</td>\n",
+       "      <td>9.349014</td>\n",
+       "      <td>9.490445</td>\n",
+       "      <td>7.997824</td>\n",
+       "      <td>10.962362</td>\n",
+       "      <td>8.182442</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.091376</td>\n",
+       "      <td>8.457683</td>\n",
+       "      <td>10.505123</td>\n",
+       "      <td>10.119239</td>\n",
+       "      <td>8.410809</td>\n",
+       "      <td>11.165742</td>\n",
+       "      <td>9.981467</td>\n",
+       "      <td>8.512844</td>\n",
+       "      <td>9.333792</td>\n",
+       "      <td>10.587617</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16516</th>\n",
+       "      <td>16516</td>\n",
+       "      <td>LINC00596</td>\n",
+       "      <td>7.809505</td>\n",
+       "      <td>8.630758</td>\n",
+       "      <td>6.801066</td>\n",
+       "      <td>8.010906</td>\n",
+       "      <td>7.777391</td>\n",
+       "      <td>7.879179</td>\n",
+       "      <td>9.797877</td>\n",
+       "      <td>7.074278</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.573847</td>\n",
+       "      <td>8.396091</td>\n",
+       "      <td>7.453578</td>\n",
+       "      <td>6.537448</td>\n",
+       "      <td>8.197066</td>\n",
+       "      <td>9.414129</td>\n",
+       "      <td>7.621703</td>\n",
+       "      <td>7.665159</td>\n",
+       "      <td>9.270236</td>\n",
+       "      <td>8.766267</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16517</th>\n",
+       "      <td>16517</td>\n",
+       "      <td>OR4N3P</td>\n",
+       "      <td>8.398341</td>\n",
+       "      <td>10.212515</td>\n",
+       "      <td>7.651499</td>\n",
+       "      <td>7.867230</td>\n",
+       "      <td>8.290037</td>\n",
+       "      <td>7.907430</td>\n",
+       "      <td>8.877189</td>\n",
+       "      <td>8.889846</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.576611</td>\n",
+       "      <td>7.245538</td>\n",
+       "      <td>11.633749</td>\n",
+       "      <td>8.715163</td>\n",
+       "      <td>10.569451</td>\n",
+       "      <td>10.839775</td>\n",
+       "      <td>10.369435</td>\n",
+       "      <td>10.101881</td>\n",
+       "      <td>10.503166</td>\n",
+       "      <td>10.237380</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16518</th>\n",
+       "      <td>16518</td>\n",
+       "      <td>MRPL46</td>\n",
+       "      <td>215.887056</td>\n",
+       "      <td>561.471251</td>\n",
+       "      <td>299.088807</td>\n",
+       "      <td>398.510823</td>\n",
+       "      <td>360.056730</td>\n",
+       "      <td>324.682134</td>\n",
+       "      <td>408.415296</td>\n",
+       "      <td>266.833617</td>\n",
+       "      <td>...</td>\n",
+       "      <td>213.466159</td>\n",
+       "      <td>454.669966</td>\n",
+       "      <td>443.950119</td>\n",
+       "      <td>227.761727</td>\n",
+       "      <td>250.507507</td>\n",
+       "      <td>192.893148</td>\n",
+       "      <td>445.272747</td>\n",
+       "      <td>356.358731</td>\n",
+       "      <td>420.008697</td>\n",
+       "      <td>581.834281</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16519</th>\n",
+       "      <td>16519</td>\n",
+       "      <td>SH3RF3-AS1</td>\n",
+       "      <td>10.856743</td>\n",
+       "      <td>9.727908</td>\n",
+       "      <td>8.812674</td>\n",
+       "      <td>10.802606</td>\n",
+       "      <td>10.192684</td>\n",
+       "      <td>12.513324</td>\n",
+       "      <td>12.148152</td>\n",
+       "      <td>8.972277</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.971925</td>\n",
+       "      <td>9.394770</td>\n",
+       "      <td>9.873501</td>\n",
+       "      <td>9.265729</td>\n",
+       "      <td>12.636512</td>\n",
+       "      <td>10.087334</td>\n",
+       "      <td>9.684712</td>\n",
+       "      <td>13.030473</td>\n",
+       "      <td>9.439231</td>\n",
+       "      <td>9.665671</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16520</th>\n",
+       "      <td>16520</td>\n",
+       "      <td>MOCS1P1</td>\n",
+       "      <td>9.082629</td>\n",
+       "      <td>20.300480</td>\n",
+       "      <td>8.944053</td>\n",
+       "      <td>8.454191</td>\n",
+       "      <td>15.459555</td>\n",
+       "      <td>8.817231</td>\n",
+       "      <td>15.887081</td>\n",
+       "      <td>9.092411</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.732682</td>\n",
+       "      <td>16.380631</td>\n",
+       "      <td>16.597475</td>\n",
+       "      <td>8.950884</td>\n",
+       "      <td>9.338288</td>\n",
+       "      <td>11.514860</td>\n",
+       "      <td>11.391156</td>\n",
+       "      <td>10.250162</td>\n",
+       "      <td>9.472303</td>\n",
+       "      <td>9.672026</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16521</th>\n",
+       "      <td>16521</td>\n",
+       "      <td>HPR</td>\n",
+       "      <td>6.918507</td>\n",
+       "      <td>6.859290</td>\n",
+       "      <td>6.328432</td>\n",
+       "      <td>6.455767</td>\n",
+       "      <td>6.315993</td>\n",
+       "      <td>6.929715</td>\n",
+       "      <td>6.410461</td>\n",
+       "      <td>7.542764</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.965933</td>\n",
+       "      <td>6.557487</td>\n",
+       "      <td>6.343557</td>\n",
+       "      <td>7.756943</td>\n",
+       "      <td>7.467192</td>\n",
+       "      <td>7.822919</td>\n",
+       "      <td>7.450805</td>\n",
+       "      <td>6.323884</td>\n",
+       "      <td>5.544207</td>\n",
+       "      <td>7.083521</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16522</th>\n",
+       "      <td>16522</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>12.032707</td>\n",
+       "      <td>10.701539</td>\n",
+       "      <td>10.921862</td>\n",
+       "      <td>10.193828</td>\n",
+       "      <td>12.463192</td>\n",
+       "      <td>272.015510</td>\n",
+       "      <td>43.154510</td>\n",
+       "      <td>11.238805</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.152274</td>\n",
+       "      <td>17.263101</td>\n",
+       "      <td>14.022991</td>\n",
+       "      <td>17.139529</td>\n",
+       "      <td>27.446201</td>\n",
+       "      <td>12.622544</td>\n",
+       "      <td>13.134612</td>\n",
+       "      <td>19.407844</td>\n",
+       "      <td>14.459044</td>\n",
+       "      <td>1797.128295</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16523</th>\n",
+       "      <td>16523</td>\n",
+       "      <td>LINC00514</td>\n",
+       "      <td>12.691472</td>\n",
+       "      <td>8.300361</td>\n",
+       "      <td>9.361942</td>\n",
+       "      <td>8.638623</td>\n",
+       "      <td>9.749796</td>\n",
+       "      <td>9.418388</td>\n",
+       "      <td>8.599098</td>\n",
+       "      <td>9.370882</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.888951</td>\n",
+       "      <td>8.764434</td>\n",
+       "      <td>9.602715</td>\n",
+       "      <td>10.642282</td>\n",
+       "      <td>10.346439</td>\n",
+       "      <td>10.484828</td>\n",
+       "      <td>8.090270</td>\n",
+       "      <td>17.545651</td>\n",
+       "      <td>7.521271</td>\n",
+       "      <td>10.608866</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16524</th>\n",
+       "      <td>16524</td>\n",
+       "      <td>OR1D5</td>\n",
+       "      <td>8.779856</td>\n",
+       "      <td>10.038890</td>\n",
+       "      <td>10.030414</td>\n",
+       "      <td>7.578449</td>\n",
+       "      <td>11.112305</td>\n",
+       "      <td>11.398975</td>\n",
+       "      <td>11.642730</td>\n",
+       "      <td>10.610319</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.013691</td>\n",
+       "      <td>13.974091</td>\n",
+       "      <td>17.789204</td>\n",
+       "      <td>7.611322</td>\n",
+       "      <td>17.953581</td>\n",
+       "      <td>10.572261</td>\n",
+       "      <td>14.331276</td>\n",
+       "      <td>9.330626</td>\n",
+       "      <td>8.669846</td>\n",
+       "      <td>9.255369</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16525</th>\n",
+       "      <td>16525</td>\n",
+       "      <td>ZNF234</td>\n",
+       "      <td>28.664009</td>\n",
+       "      <td>23.760209</td>\n",
+       "      <td>18.567775</td>\n",
+       "      <td>16.688249</td>\n",
+       "      <td>29.226379</td>\n",
+       "      <td>20.503206</td>\n",
+       "      <td>24.859996</td>\n",
+       "      <td>18.332375</td>\n",
+       "      <td>...</td>\n",
+       "      <td>18.513292</td>\n",
+       "      <td>18.961432</td>\n",
+       "      <td>11.698750</td>\n",
+       "      <td>19.376497</td>\n",
+       "      <td>18.354288</td>\n",
+       "      <td>23.272343</td>\n",
+       "      <td>16.707697</td>\n",
+       "      <td>25.747674</td>\n",
+       "      <td>17.142986</td>\n",
+       "      <td>17.100517</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16526</th>\n",
+       "      <td>16526</td>\n",
+       "      <td>MYH4</td>\n",
+       "      <td>6.185679</td>\n",
+       "      <td>6.884926</td>\n",
+       "      <td>6.078030</td>\n",
+       "      <td>6.145540</td>\n",
+       "      <td>5.465583</td>\n",
+       "      <td>7.132479</td>\n",
+       "      <td>6.044896</td>\n",
+       "      <td>6.475425</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.251847</td>\n",
+       "      <td>7.352328</td>\n",
+       "      <td>5.951120</td>\n",
+       "      <td>5.870706</td>\n",
+       "      <td>6.286081</td>\n",
+       "      <td>6.042166</td>\n",
+       "      <td>5.440513</td>\n",
+       "      <td>6.079033</td>\n",
+       "      <td>5.780842</td>\n",
+       "      <td>6.655071</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16527</th>\n",
+       "      <td>16527</td>\n",
+       "      <td>LINC00526</td>\n",
+       "      <td>110.425145</td>\n",
+       "      <td>39.888776</td>\n",
+       "      <td>8.833626</td>\n",
+       "      <td>8.900557</td>\n",
+       "      <td>12.576511</td>\n",
+       "      <td>47.647336</td>\n",
+       "      <td>37.085502</td>\n",
+       "      <td>18.271588</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.998876</td>\n",
+       "      <td>34.114570</td>\n",
+       "      <td>11.426724</td>\n",
+       "      <td>35.361134</td>\n",
+       "      <td>24.331695</td>\n",
+       "      <td>34.246447</td>\n",
+       "      <td>18.941097</td>\n",
+       "      <td>33.938338</td>\n",
+       "      <td>31.693689</td>\n",
+       "      <td>20.565258</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16528</th>\n",
+       "      <td>16528</td>\n",
+       "      <td>KRT18P55</td>\n",
+       "      <td>10.064016</td>\n",
+       "      <td>7.959133</td>\n",
+       "      <td>7.395121</td>\n",
+       "      <td>14.046309</td>\n",
+       "      <td>10.648559</td>\n",
+       "      <td>7.998002</td>\n",
+       "      <td>7.421796</td>\n",
+       "      <td>10.982643</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.562731</td>\n",
+       "      <td>10.010432</td>\n",
+       "      <td>9.524358</td>\n",
+       "      <td>8.231881</td>\n",
+       "      <td>9.026219</td>\n",
+       "      <td>10.152220</td>\n",
+       "      <td>10.648353</td>\n",
+       "      <td>12.470003</td>\n",
+       "      <td>8.831391</td>\n",
+       "      <td>7.608029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16529</th>\n",
+       "      <td>16529</td>\n",
+       "      <td>POLRMTP1</td>\n",
+       "      <td>8.758575</td>\n",
+       "      <td>9.586355</td>\n",
+       "      <td>9.039474</td>\n",
+       "      <td>8.423571</td>\n",
+       "      <td>9.276274</td>\n",
+       "      <td>10.425989</td>\n",
+       "      <td>9.190263</td>\n",
+       "      <td>7.106077</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.838728</td>\n",
+       "      <td>7.935110</td>\n",
+       "      <td>11.426698</td>\n",
+       "      <td>9.542098</td>\n",
+       "      <td>8.810404</td>\n",
+       "      <td>8.041709</td>\n",
+       "      <td>8.508124</td>\n",
+       "      <td>7.197547</td>\n",
+       "      <td>7.124755</td>\n",
+       "      <td>7.047236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16530</th>\n",
+       "      <td>16530</td>\n",
+       "      <td>UBL5P2</td>\n",
+       "      <td>1014.544078</td>\n",
+       "      <td>512.999579</td>\n",
+       "      <td>553.808337</td>\n",
+       "      <td>994.814559</td>\n",
+       "      <td>981.590689</td>\n",
+       "      <td>420.167311</td>\n",
+       "      <td>673.943381</td>\n",
+       "      <td>879.015640</td>\n",
+       "      <td>...</td>\n",
+       "      <td>772.704052</td>\n",
+       "      <td>727.126167</td>\n",
+       "      <td>986.195846</td>\n",
+       "      <td>948.986581</td>\n",
+       "      <td>1037.551842</td>\n",
+       "      <td>644.569877</td>\n",
+       "      <td>1713.405686</td>\n",
+       "      <td>373.430458</td>\n",
+       "      <td>955.789824</td>\n",
+       "      <td>538.179233</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16531</th>\n",
+       "      <td>16531</td>\n",
+       "      <td>TBC1D3P5</td>\n",
+       "      <td>8.419436</td>\n",
+       "      <td>8.001009</td>\n",
+       "      <td>7.548942</td>\n",
+       "      <td>9.556614</td>\n",
+       "      <td>10.527754</td>\n",
+       "      <td>11.293640</td>\n",
+       "      <td>9.148307</td>\n",
+       "      <td>9.543633</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.609316</td>\n",
+       "      <td>9.559265</td>\n",
+       "      <td>9.125935</td>\n",
+       "      <td>8.910978</td>\n",
+       "      <td>10.250768</td>\n",
+       "      <td>10.818368</td>\n",
+       "      <td>9.972426</td>\n",
+       "      <td>9.028677</td>\n",
+       "      <td>9.471302</td>\n",
+       "      <td>10.017959</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>16532 rows × 1020 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Unnamed: 0 Gene symbol       906826       687983      910927  \\\n",
+       "0               0      TSPAN6   198.366304   187.230436  419.444908   \n",
+       "1               1        TNMD     7.806009     6.857659    6.248491   \n",
+       "2               2        DPM1  1332.160907  3583.966033  942.750905   \n",
+       "3               3       SCYL3    12.250715    16.759262   15.521864   \n",
+       "4               4    C1orf112    10.415653    13.291985    9.425833   \n",
+       "...           ...         ...          ...          ...         ...   \n",
+       "16527       16527   LINC00526   110.425145    39.888776    8.833626   \n",
+       "16528       16528    KRT18P55    10.064016     7.959133    7.395121   \n",
+       "16529       16529    POLRMTP1     8.758575     9.586355    9.039474   \n",
+       "16530       16530      UBL5P2  1014.544078   512.999579  553.808337   \n",
+       "16531       16531    TBC1D3P5     8.419436     8.001009    7.548942   \n",
+       "\n",
+       "          1240138      1240139      906792       910688      1240135  ...  \\\n",
+       "0      222.419924   212.198047  134.786621     9.748621   124.638529  ...   \n",
+       "1        7.051465     7.769056    7.411045     7.101891     7.334766  ...   \n",
+       "2      944.541755  1368.936470  875.514199  1229.950967  1181.113002  ...   \n",
+       "3       16.722300    20.273176   19.305001    62.603333    13.132165  ...   \n",
+       "4       11.781195    14.324103   14.074927     8.066077     9.636096  ...   \n",
+       "...           ...          ...         ...          ...          ...  ...   \n",
+       "16527    8.900557    12.576511   47.647336    37.085502    18.271588  ...   \n",
+       "16528   14.046309    10.648559    7.998002     7.421796    10.982643  ...   \n",
+       "16529    8.423571     9.276274   10.425989     9.190263     7.106077  ...   \n",
+       "16530  994.814559   981.590689  420.167311   673.943381   879.015640  ...   \n",
+       "16531    9.556614    10.527754   11.293640     9.148307     9.543633  ...   \n",
+       "\n",
+       "            753584       907044       998184       908145      1659787  \\\n",
+       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
+       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
+       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
+       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
+       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
+       "...            ...          ...          ...          ...          ...   \n",
+       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
+       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
+       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
+       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
+       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
+       "\n",
+       "           1298157      1480372      1298533      930299     905954.1  \n",
+       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
+       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
+       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
+       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
+       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
+       "...            ...          ...          ...         ...          ...  \n",
+       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
+       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
+       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
+       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
+       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
+       "\n",
+       "[16532 rows x 1020 columns]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "YY = Y.iloc[:, 1:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>906826</th>\n",
+       "      <th>687983</th>\n",
+       "      <th>910927</th>\n",
+       "      <th>1240138</th>\n",
+       "      <th>1240139</th>\n",
+       "      <th>906792</th>\n",
+       "      <th>910688</th>\n",
+       "      <th>1240135</th>\n",
+       "      <th>1290812</th>\n",
+       "      <th>...</th>\n",
+       "      <th>753584</th>\n",
+       "      <th>907044</th>\n",
+       "      <th>998184</th>\n",
+       "      <th>908145</th>\n",
+       "      <th>1659787</th>\n",
+       "      <th>1298157</th>\n",
+       "      <th>1480372</th>\n",
+       "      <th>1298533</th>\n",
+       "      <th>930299</th>\n",
+       "      <th>905954.1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>TSPAN6</td>\n",
+       "      <td>198.366304</td>\n",
+       "      <td>187.230436</td>\n",
+       "      <td>419.444908</td>\n",
+       "      <td>222.419924</td>\n",
+       "      <td>212.198047</td>\n",
+       "      <td>134.786621</td>\n",
+       "      <td>9.748621</td>\n",
+       "      <td>124.638529</td>\n",
+       "      <td>61.522661</td>\n",
+       "      <td>...</td>\n",
+       "      <td>137.724074</td>\n",
+       "      <td>9.425070</td>\n",
+       "      <td>8.218597</td>\n",
+       "      <td>331.582284</td>\n",
+       "      <td>122.121882</td>\n",
+       "      <td>347.682936</td>\n",
+       "      <td>343.203766</td>\n",
+       "      <td>272.338050</td>\n",
+       "      <td>8.647798</td>\n",
+       "      <td>142.333051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>TNMD</td>\n",
+       "      <td>7.806009</td>\n",
+       "      <td>6.857659</td>\n",
+       "      <td>6.248491</td>\n",
+       "      <td>7.051465</td>\n",
+       "      <td>7.769056</td>\n",
+       "      <td>7.411045</td>\n",
+       "      <td>7.101891</td>\n",
+       "      <td>7.334766</td>\n",
+       "      <td>6.439167</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.958841</td>\n",
+       "      <td>6.704533</td>\n",
+       "      <td>7.870230</td>\n",
+       "      <td>7.222767</td>\n",
+       "      <td>6.158717</td>\n",
+       "      <td>6.230190</td>\n",
+       "      <td>7.360939</td>\n",
+       "      <td>5.740469</td>\n",
+       "      <td>7.313022</td>\n",
+       "      <td>7.131893</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>DPM1</td>\n",
+       "      <td>1332.160907</td>\n",
+       "      <td>3583.966033</td>\n",
+       "      <td>942.750905</td>\n",
+       "      <td>944.541755</td>\n",
+       "      <td>1368.936470</td>\n",
+       "      <td>875.514199</td>\n",
+       "      <td>1229.950967</td>\n",
+       "      <td>1181.113002</td>\n",
+       "      <td>1260.479567</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1434.652440</td>\n",
+       "      <td>1392.007683</td>\n",
+       "      <td>1271.188200</td>\n",
+       "      <td>1403.516091</td>\n",
+       "      <td>1368.590676</td>\n",
+       "      <td>2824.425590</td>\n",
+       "      <td>1507.327754</td>\n",
+       "      <td>1773.950376</td>\n",
+       "      <td>938.297720</td>\n",
+       "      <td>1768.387206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>SCYL3</td>\n",
+       "      <td>12.250715</td>\n",
+       "      <td>16.759262</td>\n",
+       "      <td>15.521864</td>\n",
+       "      <td>16.722300</td>\n",
+       "      <td>20.273176</td>\n",
+       "      <td>19.305001</td>\n",
+       "      <td>62.603333</td>\n",
+       "      <td>13.132165</td>\n",
+       "      <td>14.401152</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.967555</td>\n",
+       "      <td>24.658494</td>\n",
+       "      <td>20.372112</td>\n",
+       "      <td>14.501411</td>\n",
+       "      <td>15.428870</td>\n",
+       "      <td>21.493812</td>\n",
+       "      <td>11.715849</td>\n",
+       "      <td>21.755929</td>\n",
+       "      <td>19.250548</td>\n",
+       "      <td>17.154241</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>C1orf112</td>\n",
+       "      <td>10.415653</td>\n",
+       "      <td>13.291985</td>\n",
+       "      <td>9.425833</td>\n",
+       "      <td>11.781195</td>\n",
+       "      <td>14.324103</td>\n",
+       "      <td>14.074927</td>\n",
+       "      <td>8.066077</td>\n",
+       "      <td>9.636096</td>\n",
+       "      <td>10.216540</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.240021</td>\n",
+       "      <td>15.430837</td>\n",
+       "      <td>13.992517</td>\n",
+       "      <td>9.170420</td>\n",
+       "      <td>14.072733</td>\n",
+       "      <td>20.889876</td>\n",
+       "      <td>18.990272</td>\n",
+       "      <td>8.405648</td>\n",
+       "      <td>9.383959</td>\n",
+       "      <td>10.821246</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>FGR</td>\n",
+       "      <td>10.019176</td>\n",
+       "      <td>8.891362</td>\n",
+       "      <td>9.456105</td>\n",
+       "      <td>8.581599</td>\n",
+       "      <td>8.009998</td>\n",
+       "      <td>9.841751</td>\n",
+       "      <td>757.608074</td>\n",
+       "      <td>8.204029</td>\n",
+       "      <td>9.704730</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.482722</td>\n",
+       "      <td>501.236254</td>\n",
+       "      <td>11.814998</td>\n",
+       "      <td>8.562801</td>\n",
+       "      <td>9.005251</td>\n",
+       "      <td>9.379503</td>\n",
+       "      <td>9.040080</td>\n",
+       "      <td>9.436850</td>\n",
+       "      <td>8.155326</td>\n",
+       "      <td>10.058051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>CFH</td>\n",
+       "      <td>11.846182</td>\n",
+       "      <td>227.098203</td>\n",
+       "      <td>7.626566</td>\n",
+       "      <td>148.231321</td>\n",
+       "      <td>10.377753</td>\n",
+       "      <td>20.200499</td>\n",
+       "      <td>9.249885</td>\n",
+       "      <td>55.437251</td>\n",
+       "      <td>9.492174</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.858109</td>\n",
+       "      <td>9.998153</td>\n",
+       "      <td>10.642322</td>\n",
+       "      <td>178.923587</td>\n",
+       "      <td>9.937787</td>\n",
+       "      <td>11.886100</td>\n",
+       "      <td>9.999188</td>\n",
+       "      <td>37.000490</td>\n",
+       "      <td>10.608497</td>\n",
+       "      <td>8.358730</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>FUCA2</td>\n",
+       "      <td>294.991675</td>\n",
+       "      <td>98.153787</td>\n",
+       "      <td>292.287878</td>\n",
+       "      <td>396.353350</td>\n",
+       "      <td>314.507318</td>\n",
+       "      <td>457.830962</td>\n",
+       "      <td>116.115280</td>\n",
+       "      <td>389.926582</td>\n",
+       "      <td>313.178922</td>\n",
+       "      <td>...</td>\n",
+       "      <td>495.852243</td>\n",
+       "      <td>56.464120</td>\n",
+       "      <td>10.762820</td>\n",
+       "      <td>568.092411</td>\n",
+       "      <td>679.368481</td>\n",
+       "      <td>292.643454</td>\n",
+       "      <td>478.278023</td>\n",
+       "      <td>269.359391</td>\n",
+       "      <td>54.214615</td>\n",
+       "      <td>292.332128</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>GCLC</td>\n",
+       "      <td>37.664084</td>\n",
+       "      <td>56.074141</td>\n",
+       "      <td>43.017177</td>\n",
+       "      <td>49.102140</td>\n",
+       "      <td>50.893791</td>\n",
+       "      <td>50.457188</td>\n",
+       "      <td>49.282351</td>\n",
+       "      <td>32.947227</td>\n",
+       "      <td>54.835142</td>\n",
+       "      <td>...</td>\n",
+       "      <td>39.223326</td>\n",
+       "      <td>107.387385</td>\n",
+       "      <td>102.815035</td>\n",
+       "      <td>66.487351</td>\n",
+       "      <td>54.204316</td>\n",
+       "      <td>50.970848</td>\n",
+       "      <td>25.720578</td>\n",
+       "      <td>49.998449</td>\n",
+       "      <td>57.053996</td>\n",
+       "      <td>40.219805</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>NFYA</td>\n",
+       "      <td>41.327754</td>\n",
+       "      <td>148.020501</td>\n",
+       "      <td>34.793523</td>\n",
+       "      <td>31.921008</td>\n",
+       "      <td>18.128721</td>\n",
+       "      <td>44.624559</td>\n",
+       "      <td>34.608521</td>\n",
+       "      <td>23.224277</td>\n",
+       "      <td>42.125931</td>\n",
+       "      <td>...</td>\n",
+       "      <td>44.373379</td>\n",
+       "      <td>43.854894</td>\n",
+       "      <td>92.009667</td>\n",
+       "      <td>37.109102</td>\n",
+       "      <td>23.123497</td>\n",
+       "      <td>30.781583</td>\n",
+       "      <td>18.582951</td>\n",
+       "      <td>32.921355</td>\n",
+       "      <td>46.874205</td>\n",
+       "      <td>58.789515</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>STPG1</td>\n",
+       "      <td>12.100483</td>\n",
+       "      <td>13.487475</td>\n",
+       "      <td>15.412876</td>\n",
+       "      <td>10.401616</td>\n",
+       "      <td>9.212530</td>\n",
+       "      <td>13.511552</td>\n",
+       "      <td>9.450136</td>\n",
+       "      <td>12.982718</td>\n",
+       "      <td>10.112624</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.769953</td>\n",
+       "      <td>8.533200</td>\n",
+       "      <td>7.753405</td>\n",
+       "      <td>9.193368</td>\n",
+       "      <td>12.729168</td>\n",
+       "      <td>13.646016</td>\n",
+       "      <td>10.794293</td>\n",
+       "      <td>10.161061</td>\n",
+       "      <td>9.666504</td>\n",
+       "      <td>18.576844</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>NIPAL3</td>\n",
+       "      <td>199.709105</td>\n",
+       "      <td>52.542169</td>\n",
+       "      <td>48.544462</td>\n",
+       "      <td>107.843154</td>\n",
+       "      <td>72.940830</td>\n",
+       "      <td>161.162776</td>\n",
+       "      <td>41.623287</td>\n",
+       "      <td>208.435220</td>\n",
+       "      <td>119.088955</td>\n",
+       "      <td>...</td>\n",
+       "      <td>62.871445</td>\n",
+       "      <td>30.530473</td>\n",
+       "      <td>180.607055</td>\n",
+       "      <td>161.025137</td>\n",
+       "      <td>20.379934</td>\n",
+       "      <td>164.305597</td>\n",
+       "      <td>23.525004</td>\n",
+       "      <td>101.762605</td>\n",
+       "      <td>129.152896</td>\n",
+       "      <td>289.966964</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>LAS1L</td>\n",
+       "      <td>23.410199</td>\n",
+       "      <td>19.789000</td>\n",
+       "      <td>14.243092</td>\n",
+       "      <td>11.412534</td>\n",
+       "      <td>19.344484</td>\n",
+       "      <td>14.133484</td>\n",
+       "      <td>13.264310</td>\n",
+       "      <td>13.341279</td>\n",
+       "      <td>15.392954</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.748118</td>\n",
+       "      <td>19.450942</td>\n",
+       "      <td>15.258238</td>\n",
+       "      <td>14.962805</td>\n",
+       "      <td>17.782836</td>\n",
+       "      <td>20.511066</td>\n",
+       "      <td>20.553855</td>\n",
+       "      <td>12.103615</td>\n",
+       "      <td>12.380348</td>\n",
+       "      <td>12.485844</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>ENPP4</td>\n",
+       "      <td>22.444048</td>\n",
+       "      <td>65.370341</td>\n",
+       "      <td>23.402071</td>\n",
+       "      <td>39.667794</td>\n",
+       "      <td>49.359549</td>\n",
+       "      <td>9.305535</td>\n",
+       "      <td>50.871441</td>\n",
+       "      <td>46.112750</td>\n",
+       "      <td>10.977467</td>\n",
+       "      <td>...</td>\n",
+       "      <td>49.380523</td>\n",
+       "      <td>10.157738</td>\n",
+       "      <td>57.173169</td>\n",
+       "      <td>10.622276</td>\n",
+       "      <td>19.506340</td>\n",
+       "      <td>13.240375</td>\n",
+       "      <td>28.126254</td>\n",
+       "      <td>58.061114</td>\n",
+       "      <td>79.953236</td>\n",
+       "      <td>13.664758</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>SEMA3F</td>\n",
+       "      <td>17.367385</td>\n",
+       "      <td>15.470827</td>\n",
+       "      <td>21.706934</td>\n",
+       "      <td>18.510503</td>\n",
+       "      <td>12.339563</td>\n",
+       "      <td>14.864112</td>\n",
+       "      <td>11.828870</td>\n",
+       "      <td>24.184800</td>\n",
+       "      <td>18.134495</td>\n",
+       "      <td>...</td>\n",
+       "      <td>14.865906</td>\n",
+       "      <td>14.186357</td>\n",
+       "      <td>15.190364</td>\n",
+       "      <td>13.958933</td>\n",
+       "      <td>16.464496</td>\n",
+       "      <td>28.686227</td>\n",
+       "      <td>27.690108</td>\n",
+       "      <td>19.511061</td>\n",
+       "      <td>53.988517</td>\n",
+       "      <td>14.211730</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>CFTR</td>\n",
+       "      <td>8.139666</td>\n",
+       "      <td>8.717672</td>\n",
+       "      <td>7.447380</td>\n",
+       "      <td>7.727989</td>\n",
+       "      <td>8.705220</td>\n",
+       "      <td>7.760426</td>\n",
+       "      <td>7.741932</td>\n",
+       "      <td>7.905416</td>\n",
+       "      <td>8.527271</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.016093</td>\n",
+       "      <td>7.905398</td>\n",
+       "      <td>8.631419</td>\n",
+       "      <td>7.427229</td>\n",
+       "      <td>8.438193</td>\n",
+       "      <td>8.730948</td>\n",
+       "      <td>8.538814</td>\n",
+       "      <td>10.358294</td>\n",
+       "      <td>8.260312</td>\n",
+       "      <td>7.860545</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>ANKIB1</td>\n",
+       "      <td>314.397001</td>\n",
+       "      <td>318.160059</td>\n",
+       "      <td>245.335320</td>\n",
+       "      <td>150.263867</td>\n",
+       "      <td>435.055759</td>\n",
+       "      <td>351.378389</td>\n",
+       "      <td>356.752280</td>\n",
+       "      <td>274.415311</td>\n",
+       "      <td>774.677677</td>\n",
+       "      <td>...</td>\n",
+       "      <td>409.293227</td>\n",
+       "      <td>279.471054</td>\n",
+       "      <td>371.936879</td>\n",
+       "      <td>530.331881</td>\n",
+       "      <td>288.815870</td>\n",
+       "      <td>310.839097</td>\n",
+       "      <td>400.312507</td>\n",
+       "      <td>227.691467</td>\n",
+       "      <td>272.129195</td>\n",
+       "      <td>360.211037</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>KRIT1</td>\n",
+       "      <td>12.523924</td>\n",
+       "      <td>14.508697</td>\n",
+       "      <td>14.041396</td>\n",
+       "      <td>13.670096</td>\n",
+       "      <td>13.250575</td>\n",
+       "      <td>13.709150</td>\n",
+       "      <td>16.625827</td>\n",
+       "      <td>19.674845</td>\n",
+       "      <td>15.144985</td>\n",
+       "      <td>...</td>\n",
+       "      <td>15.126675</td>\n",
+       "      <td>14.857988</td>\n",
+       "      <td>13.477357</td>\n",
+       "      <td>13.807125</td>\n",
+       "      <td>8.551293</td>\n",
+       "      <td>10.052496</td>\n",
+       "      <td>16.517203</td>\n",
+       "      <td>9.556864</td>\n",
+       "      <td>15.300796</td>\n",
+       "      <td>19.860686</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>RAD52</td>\n",
+       "      <td>13.741490</td>\n",
+       "      <td>15.155593</td>\n",
+       "      <td>12.107794</td>\n",
+       "      <td>9.318926</td>\n",
+       "      <td>15.715163</td>\n",
+       "      <td>10.933350</td>\n",
+       "      <td>11.117271</td>\n",
+       "      <td>10.616969</td>\n",
+       "      <td>19.236123</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.644064</td>\n",
+       "      <td>11.744310</td>\n",
+       "      <td>12.746194</td>\n",
+       "      <td>10.363093</td>\n",
+       "      <td>11.325561</td>\n",
+       "      <td>16.233234</td>\n",
+       "      <td>12.168294</td>\n",
+       "      <td>23.269737</td>\n",
+       "      <td>10.039674</td>\n",
+       "      <td>9.726711</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>BAD</td>\n",
+       "      <td>175.875331</td>\n",
+       "      <td>178.443892</td>\n",
+       "      <td>171.215802</td>\n",
+       "      <td>212.473257</td>\n",
+       "      <td>127.909635</td>\n",
+       "      <td>93.715103</td>\n",
+       "      <td>81.801911</td>\n",
+       "      <td>245.714367</td>\n",
+       "      <td>179.605805</td>\n",
+       "      <td>...</td>\n",
+       "      <td>141.824397</td>\n",
+       "      <td>89.166267</td>\n",
+       "      <td>121.056505</td>\n",
+       "      <td>111.515122</td>\n",
+       "      <td>142.332582</td>\n",
+       "      <td>150.588094</td>\n",
+       "      <td>184.216271</td>\n",
+       "      <td>67.012394</td>\n",
+       "      <td>291.220484</td>\n",
+       "      <td>31.282159</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>LAP3</td>\n",
+       "      <td>87.664826</td>\n",
+       "      <td>107.100849</td>\n",
+       "      <td>50.411838</td>\n",
+       "      <td>38.302505</td>\n",
+       "      <td>24.443765</td>\n",
+       "      <td>122.003387</td>\n",
+       "      <td>377.597853</td>\n",
+       "      <td>225.333075</td>\n",
+       "      <td>27.192571</td>\n",
+       "      <td>...</td>\n",
+       "      <td>41.753055</td>\n",
+       "      <td>385.654251</td>\n",
+       "      <td>73.928492</td>\n",
+       "      <td>105.064416</td>\n",
+       "      <td>92.463108</td>\n",
+       "      <td>54.189180</td>\n",
+       "      <td>224.430733</td>\n",
+       "      <td>145.218095</td>\n",
+       "      <td>50.689989</td>\n",
+       "      <td>93.018835</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>CD99</td>\n",
+       "      <td>704.510655</td>\n",
+       "      <td>711.443915</td>\n",
+       "      <td>1032.072449</td>\n",
+       "      <td>288.643892</td>\n",
+       "      <td>575.662078</td>\n",
+       "      <td>766.350616</td>\n",
+       "      <td>311.620011</td>\n",
+       "      <td>445.529834</td>\n",
+       "      <td>426.902954</td>\n",
+       "      <td>...</td>\n",
+       "      <td>546.845243</td>\n",
+       "      <td>672.644651</td>\n",
+       "      <td>578.213557</td>\n",
+       "      <td>772.263875</td>\n",
+       "      <td>764.018034</td>\n",
+       "      <td>258.159242</td>\n",
+       "      <td>277.011261</td>\n",
+       "      <td>123.520012</td>\n",
+       "      <td>329.189808</td>\n",
+       "      <td>782.075373</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>HS3ST1</td>\n",
+       "      <td>11.451346</td>\n",
+       "      <td>8.249443</td>\n",
+       "      <td>15.183095</td>\n",
+       "      <td>7.765533</td>\n",
+       "      <td>16.348083</td>\n",
+       "      <td>13.298890</td>\n",
+       "      <td>7.228490</td>\n",
+       "      <td>9.272967</td>\n",
+       "      <td>8.026898</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.215498</td>\n",
+       "      <td>7.735452</td>\n",
+       "      <td>7.969449</td>\n",
+       "      <td>8.836350</td>\n",
+       "      <td>8.498599</td>\n",
+       "      <td>9.270082</td>\n",
+       "      <td>14.850851</td>\n",
+       "      <td>134.684202</td>\n",
+       "      <td>33.434086</td>\n",
+       "      <td>10.056280</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>WNT16</td>\n",
+       "      <td>13.370965</td>\n",
+       "      <td>6.632041</td>\n",
+       "      <td>6.494245</td>\n",
+       "      <td>6.644636</td>\n",
+       "      <td>7.169880</td>\n",
+       "      <td>6.798498</td>\n",
+       "      <td>7.078479</td>\n",
+       "      <td>7.306324</td>\n",
+       "      <td>6.687845</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.809447</td>\n",
+       "      <td>7.605270</td>\n",
+       "      <td>7.255385</td>\n",
+       "      <td>7.651848</td>\n",
+       "      <td>7.164129</td>\n",
+       "      <td>7.412694</td>\n",
+       "      <td>6.795149</td>\n",
+       "      <td>7.029483</td>\n",
+       "      <td>6.468781</td>\n",
+       "      <td>7.053665</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>HECW1</td>\n",
+       "      <td>6.326435</td>\n",
+       "      <td>6.907970</td>\n",
+       "      <td>7.478924</td>\n",
+       "      <td>8.004987</td>\n",
+       "      <td>6.982688</td>\n",
+       "      <td>6.653928</td>\n",
+       "      <td>6.611827</td>\n",
+       "      <td>8.094666</td>\n",
+       "      <td>6.058350</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.488482</td>\n",
+       "      <td>7.247351</td>\n",
+       "      <td>8.340986</td>\n",
+       "      <td>8.960827</td>\n",
+       "      <td>7.504306</td>\n",
+       "      <td>7.672314</td>\n",
+       "      <td>6.896998</td>\n",
+       "      <td>7.516635</td>\n",
+       "      <td>12.314463</td>\n",
+       "      <td>6.596377</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>MAD1L1</td>\n",
+       "      <td>36.769342</td>\n",
+       "      <td>70.514106</td>\n",
+       "      <td>42.045233</td>\n",
+       "      <td>43.627736</td>\n",
+       "      <td>41.739723</td>\n",
+       "      <td>478.017475</td>\n",
+       "      <td>600.808645</td>\n",
+       "      <td>45.022243</td>\n",
+       "      <td>126.333590</td>\n",
+       "      <td>...</td>\n",
+       "      <td>30.102279</td>\n",
+       "      <td>39.424993</td>\n",
+       "      <td>103.855878</td>\n",
+       "      <td>249.972604</td>\n",
+       "      <td>445.315850</td>\n",
+       "      <td>25.535976</td>\n",
+       "      <td>20.228811</td>\n",
+       "      <td>102.788717</td>\n",
+       "      <td>55.510534</td>\n",
+       "      <td>998.934433</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>LASP1</td>\n",
+       "      <td>30.519966</td>\n",
+       "      <td>23.033258</td>\n",
+       "      <td>17.697576</td>\n",
+       "      <td>31.379191</td>\n",
+       "      <td>42.310730</td>\n",
+       "      <td>16.879708</td>\n",
+       "      <td>18.331028</td>\n",
+       "      <td>31.178090</td>\n",
+       "      <td>26.908099</td>\n",
+       "      <td>...</td>\n",
+       "      <td>33.353241</td>\n",
+       "      <td>19.157712</td>\n",
+       "      <td>22.617557</td>\n",
+       "      <td>24.404417</td>\n",
+       "      <td>39.386452</td>\n",
+       "      <td>27.999237</td>\n",
+       "      <td>26.707577</td>\n",
+       "      <td>29.217068</td>\n",
+       "      <td>17.037871</td>\n",
+       "      <td>15.625781</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>SNX11</td>\n",
+       "      <td>27.236262</td>\n",
+       "      <td>37.957173</td>\n",
+       "      <td>25.033698</td>\n",
+       "      <td>23.569287</td>\n",
+       "      <td>43.916527</td>\n",
+       "      <td>34.285869</td>\n",
+       "      <td>190.592561</td>\n",
+       "      <td>29.441608</td>\n",
+       "      <td>28.699737</td>\n",
+       "      <td>...</td>\n",
+       "      <td>27.003669</td>\n",
+       "      <td>108.518617</td>\n",
+       "      <td>32.767519</td>\n",
+       "      <td>31.094841</td>\n",
+       "      <td>24.745048</td>\n",
+       "      <td>31.607661</td>\n",
+       "      <td>32.837193</td>\n",
+       "      <td>24.453570</td>\n",
+       "      <td>27.863106</td>\n",
+       "      <td>31.280838</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>TMEM176A</td>\n",
+       "      <td>7.867042</td>\n",
+       "      <td>8.196591</td>\n",
+       "      <td>7.191336</td>\n",
+       "      <td>7.810409</td>\n",
+       "      <td>7.805871</td>\n",
+       "      <td>6.897072</td>\n",
+       "      <td>9.416430</td>\n",
+       "      <td>10.632377</td>\n",
+       "      <td>8.803450</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.461031</td>\n",
+       "      <td>10.301590</td>\n",
+       "      <td>8.362396</td>\n",
+       "      <td>7.202452</td>\n",
+       "      <td>9.997247</td>\n",
+       "      <td>7.994822</td>\n",
+       "      <td>7.575325</td>\n",
+       "      <td>6.773557</td>\n",
+       "      <td>228.170810</td>\n",
+       "      <td>9.622860</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>M6PR</td>\n",
+       "      <td>886.523130</td>\n",
+       "      <td>460.014870</td>\n",
+       "      <td>467.439551</td>\n",
+       "      <td>503.109732</td>\n",
+       "      <td>1448.610516</td>\n",
+       "      <td>1026.459567</td>\n",
+       "      <td>1088.081128</td>\n",
+       "      <td>671.818194</td>\n",
+       "      <td>698.178791</td>\n",
+       "      <td>...</td>\n",
+       "      <td>606.456572</td>\n",
+       "      <td>804.614825</td>\n",
+       "      <td>656.487439</td>\n",
+       "      <td>741.845063</td>\n",
+       "      <td>852.508968</td>\n",
+       "      <td>820.472343</td>\n",
+       "      <td>921.765591</td>\n",
+       "      <td>1308.797270</td>\n",
+       "      <td>458.093717</td>\n",
+       "      <td>532.892307</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16502</th>\n",
+       "      <td>LSM14A</td>\n",
+       "      <td>498.676746</td>\n",
+       "      <td>625.245234</td>\n",
+       "      <td>619.276429</td>\n",
+       "      <td>484.026466</td>\n",
+       "      <td>413.684892</td>\n",
+       "      <td>282.427285</td>\n",
+       "      <td>463.140035</td>\n",
+       "      <td>450.007894</td>\n",
+       "      <td>547.256159</td>\n",
+       "      <td>...</td>\n",
+       "      <td>347.100844</td>\n",
+       "      <td>548.074139</td>\n",
+       "      <td>408.898090</td>\n",
+       "      <td>250.777086</td>\n",
+       "      <td>351.739082</td>\n",
+       "      <td>597.111729</td>\n",
+       "      <td>509.503080</td>\n",
+       "      <td>458.319152</td>\n",
+       "      <td>456.391073</td>\n",
+       "      <td>421.924586</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16503</th>\n",
+       "      <td>TAS2R38</td>\n",
+       "      <td>7.774775</td>\n",
+       "      <td>6.631353</td>\n",
+       "      <td>7.566772</td>\n",
+       "      <td>7.403147</td>\n",
+       "      <td>8.507221</td>\n",
+       "      <td>7.672033</td>\n",
+       "      <td>8.816628</td>\n",
+       "      <td>6.835237</td>\n",
+       "      <td>6.688633</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.830826</td>\n",
+       "      <td>8.667409</td>\n",
+       "      <td>7.438907</td>\n",
+       "      <td>8.338412</td>\n",
+       "      <td>7.171872</td>\n",
+       "      <td>8.116205</td>\n",
+       "      <td>6.876367</td>\n",
+       "      <td>8.997441</td>\n",
+       "      <td>6.528039</td>\n",
+       "      <td>6.473989</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16504</th>\n",
+       "      <td>MGAM</td>\n",
+       "      <td>176.076383</td>\n",
+       "      <td>7.925164</td>\n",
+       "      <td>6.915634</td>\n",
+       "      <td>7.548701</td>\n",
+       "      <td>7.220839</td>\n",
+       "      <td>6.672680</td>\n",
+       "      <td>6.505025</td>\n",
+       "      <td>7.540699</td>\n",
+       "      <td>7.850370</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.237040</td>\n",
+       "      <td>7.944003</td>\n",
+       "      <td>6.923920</td>\n",
+       "      <td>6.449237</td>\n",
+       "      <td>6.819381</td>\n",
+       "      <td>390.933360</td>\n",
+       "      <td>7.801551</td>\n",
+       "      <td>7.853325</td>\n",
+       "      <td>6.937242</td>\n",
+       "      <td>23.432551</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16505</th>\n",
+       "      <td>CUX1</td>\n",
+       "      <td>22.301155</td>\n",
+       "      <td>19.191169</td>\n",
+       "      <td>17.932826</td>\n",
+       "      <td>36.808710</td>\n",
+       "      <td>15.236506</td>\n",
+       "      <td>15.783827</td>\n",
+       "      <td>15.134604</td>\n",
+       "      <td>8.720850</td>\n",
+       "      <td>25.794574</td>\n",
+       "      <td>...</td>\n",
+       "      <td>17.307012</td>\n",
+       "      <td>13.962950</td>\n",
+       "      <td>16.526541</td>\n",
+       "      <td>16.116269</td>\n",
+       "      <td>12.090952</td>\n",
+       "      <td>16.684799</td>\n",
+       "      <td>15.894835</td>\n",
+       "      <td>14.774473</td>\n",
+       "      <td>13.618690</td>\n",
+       "      <td>18.040721</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16506</th>\n",
+       "      <td>PRSS58</td>\n",
+       "      <td>8.247703</td>\n",
+       "      <td>6.547028</td>\n",
+       "      <td>7.216837</td>\n",
+       "      <td>7.115535</td>\n",
+       "      <td>7.185944</td>\n",
+       "      <td>7.717751</td>\n",
+       "      <td>7.592567</td>\n",
+       "      <td>8.223308</td>\n",
+       "      <td>7.478139</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.717785</td>\n",
+       "      <td>6.912948</td>\n",
+       "      <td>6.822620</td>\n",
+       "      <td>7.090247</td>\n",
+       "      <td>7.122424</td>\n",
+       "      <td>8.146904</td>\n",
+       "      <td>7.348318</td>\n",
+       "      <td>7.504302</td>\n",
+       "      <td>7.925831</td>\n",
+       "      <td>7.324237</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16507</th>\n",
+       "      <td>CLEC5A</td>\n",
+       "      <td>6.798497</td>\n",
+       "      <td>6.951264</td>\n",
+       "      <td>7.352516</td>\n",
+       "      <td>6.730369</td>\n",
+       "      <td>6.732617</td>\n",
+       "      <td>7.551458</td>\n",
+       "      <td>6.593930</td>\n",
+       "      <td>7.210281</td>\n",
+       "      <td>7.292706</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.775167</td>\n",
+       "      <td>7.961492</td>\n",
+       "      <td>7.190536</td>\n",
+       "      <td>7.712892</td>\n",
+       "      <td>7.993728</td>\n",
+       "      <td>8.480547</td>\n",
+       "      <td>7.253346</td>\n",
+       "      <td>8.396600</td>\n",
+       "      <td>7.538355</td>\n",
+       "      <td>7.179515</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16508</th>\n",
+       "      <td>ZNF578</td>\n",
+       "      <td>7.213249</td>\n",
+       "      <td>6.228694</td>\n",
+       "      <td>6.099578</td>\n",
+       "      <td>6.360460</td>\n",
+       "      <td>6.546719</td>\n",
+       "      <td>5.956546</td>\n",
+       "      <td>7.530377</td>\n",
+       "      <td>6.677454</td>\n",
+       "      <td>6.702657</td>\n",
+       "      <td>...</td>\n",
+       "      <td>7.306871</td>\n",
+       "      <td>7.302946</td>\n",
+       "      <td>7.127575</td>\n",
+       "      <td>7.181811</td>\n",
+       "      <td>7.102099</td>\n",
+       "      <td>7.153257</td>\n",
+       "      <td>6.545843</td>\n",
+       "      <td>6.480442</td>\n",
+       "      <td>6.525912</td>\n",
+       "      <td>7.113788</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16509</th>\n",
+       "      <td>DIO3OS</td>\n",
+       "      <td>9.919692</td>\n",
+       "      <td>9.878400</td>\n",
+       "      <td>9.927706</td>\n",
+       "      <td>10.721129</td>\n",
+       "      <td>9.212226</td>\n",
+       "      <td>9.945092</td>\n",
+       "      <td>10.699149</td>\n",
+       "      <td>10.547763</td>\n",
+       "      <td>9.358524</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.558238</td>\n",
+       "      <td>13.078277</td>\n",
+       "      <td>11.308120</td>\n",
+       "      <td>9.745887</td>\n",
+       "      <td>11.490090</td>\n",
+       "      <td>8.779135</td>\n",
+       "      <td>13.115721</td>\n",
+       "      <td>12.874544</td>\n",
+       "      <td>11.778104</td>\n",
+       "      <td>11.930972</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16510</th>\n",
+       "      <td>UBE2CP1</td>\n",
+       "      <td>1966.189933</td>\n",
+       "      <td>574.287016</td>\n",
+       "      <td>828.557486</td>\n",
+       "      <td>872.426471</td>\n",
+       "      <td>1506.812591</td>\n",
+       "      <td>1003.587448</td>\n",
+       "      <td>76.467573</td>\n",
+       "      <td>1031.707788</td>\n",
+       "      <td>1079.713130</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3035.283597</td>\n",
+       "      <td>1653.424273</td>\n",
+       "      <td>1437.430260</td>\n",
+       "      <td>410.946460</td>\n",
+       "      <td>2235.929589</td>\n",
+       "      <td>3242.850807</td>\n",
+       "      <td>2586.815640</td>\n",
+       "      <td>1606.409297</td>\n",
+       "      <td>1406.446239</td>\n",
+       "      <td>468.894261</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16511</th>\n",
+       "      <td>LINC00638</td>\n",
+       "      <td>9.283151</td>\n",
+       "      <td>10.144974</td>\n",
+       "      <td>9.937635</td>\n",
+       "      <td>10.049277</td>\n",
+       "      <td>9.268179</td>\n",
+       "      <td>9.678354</td>\n",
+       "      <td>11.164004</td>\n",
+       "      <td>10.706474</td>\n",
+       "      <td>10.051788</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.599743</td>\n",
+       "      <td>12.657954</td>\n",
+       "      <td>9.816047</td>\n",
+       "      <td>9.427868</td>\n",
+       "      <td>8.880588</td>\n",
+       "      <td>10.118208</td>\n",
+       "      <td>9.623070</td>\n",
+       "      <td>10.811812</td>\n",
+       "      <td>9.706325</td>\n",
+       "      <td>10.617207</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16512</th>\n",
+       "      <td>OR4C13</td>\n",
+       "      <td>6.295018</td>\n",
+       "      <td>7.172623</td>\n",
+       "      <td>6.998296</td>\n",
+       "      <td>6.495960</td>\n",
+       "      <td>7.257948</td>\n",
+       "      <td>7.294398</td>\n",
+       "      <td>8.707017</td>\n",
+       "      <td>7.269966</td>\n",
+       "      <td>7.653768</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.809922</td>\n",
+       "      <td>7.797862</td>\n",
+       "      <td>7.278747</td>\n",
+       "      <td>8.752696</td>\n",
+       "      <td>8.410599</td>\n",
+       "      <td>7.585133</td>\n",
+       "      <td>6.619775</td>\n",
+       "      <td>8.619617</td>\n",
+       "      <td>7.616567</td>\n",
+       "      <td>10.139662</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16513</th>\n",
+       "      <td>CEP95</td>\n",
+       "      <td>65.192893</td>\n",
+       "      <td>86.812459</td>\n",
+       "      <td>115.490247</td>\n",
+       "      <td>99.610882</td>\n",
+       "      <td>113.296828</td>\n",
+       "      <td>100.496485</td>\n",
+       "      <td>81.221928</td>\n",
+       "      <td>68.847414</td>\n",
+       "      <td>129.732920</td>\n",
+       "      <td>...</td>\n",
+       "      <td>72.769669</td>\n",
+       "      <td>105.077820</td>\n",
+       "      <td>164.413732</td>\n",
+       "      <td>99.673105</td>\n",
+       "      <td>80.247594</td>\n",
+       "      <td>117.559753</td>\n",
+       "      <td>117.535312</td>\n",
+       "      <td>164.396983</td>\n",
+       "      <td>91.141199</td>\n",
+       "      <td>69.678013</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16514</th>\n",
+       "      <td>SMIM6</td>\n",
+       "      <td>11.318637</td>\n",
+       "      <td>10.610565</td>\n",
+       "      <td>36.349867</td>\n",
+       "      <td>101.048415</td>\n",
+       "      <td>10.639092</td>\n",
+       "      <td>9.068598</td>\n",
+       "      <td>12.934769</td>\n",
+       "      <td>49.647407</td>\n",
+       "      <td>10.946052</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11.973951</td>\n",
+       "      <td>14.721558</td>\n",
+       "      <td>10.684283</td>\n",
+       "      <td>9.756347</td>\n",
+       "      <td>11.847813</td>\n",
+       "      <td>13.675665</td>\n",
+       "      <td>13.224205</td>\n",
+       "      <td>14.798249</td>\n",
+       "      <td>10.666952</td>\n",
+       "      <td>10.977788</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16515</th>\n",
+       "      <td>SLC35G6</td>\n",
+       "      <td>7.726856</td>\n",
+       "      <td>8.448538</td>\n",
+       "      <td>8.887240</td>\n",
+       "      <td>9.349014</td>\n",
+       "      <td>9.490445</td>\n",
+       "      <td>7.997824</td>\n",
+       "      <td>10.962362</td>\n",
+       "      <td>8.182442</td>\n",
+       "      <td>7.763079</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.091376</td>\n",
+       "      <td>8.457683</td>\n",
+       "      <td>10.505123</td>\n",
+       "      <td>10.119239</td>\n",
+       "      <td>8.410809</td>\n",
+       "      <td>11.165742</td>\n",
+       "      <td>9.981467</td>\n",
+       "      <td>8.512844</td>\n",
+       "      <td>9.333792</td>\n",
+       "      <td>10.587617</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16516</th>\n",
+       "      <td>LINC00596</td>\n",
+       "      <td>7.809505</td>\n",
+       "      <td>8.630758</td>\n",
+       "      <td>6.801066</td>\n",
+       "      <td>8.010906</td>\n",
+       "      <td>7.777391</td>\n",
+       "      <td>7.879179</td>\n",
+       "      <td>9.797877</td>\n",
+       "      <td>7.074278</td>\n",
+       "      <td>6.978711</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.573847</td>\n",
+       "      <td>8.396091</td>\n",
+       "      <td>7.453578</td>\n",
+       "      <td>6.537448</td>\n",
+       "      <td>8.197066</td>\n",
+       "      <td>9.414129</td>\n",
+       "      <td>7.621703</td>\n",
+       "      <td>7.665159</td>\n",
+       "      <td>9.270236</td>\n",
+       "      <td>8.766267</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16517</th>\n",
+       "      <td>OR4N3P</td>\n",
+       "      <td>8.398341</td>\n",
+       "      <td>10.212515</td>\n",
+       "      <td>7.651499</td>\n",
+       "      <td>7.867230</td>\n",
+       "      <td>8.290037</td>\n",
+       "      <td>7.907430</td>\n",
+       "      <td>8.877189</td>\n",
+       "      <td>8.889846</td>\n",
+       "      <td>9.323920</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.576611</td>\n",
+       "      <td>7.245538</td>\n",
+       "      <td>11.633749</td>\n",
+       "      <td>8.715163</td>\n",
+       "      <td>10.569451</td>\n",
+       "      <td>10.839775</td>\n",
+       "      <td>10.369435</td>\n",
+       "      <td>10.101881</td>\n",
+       "      <td>10.503166</td>\n",
+       "      <td>10.237380</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16518</th>\n",
+       "      <td>MRPL46</td>\n",
+       "      <td>215.887056</td>\n",
+       "      <td>561.471251</td>\n",
+       "      <td>299.088807</td>\n",
+       "      <td>398.510823</td>\n",
+       "      <td>360.056730</td>\n",
+       "      <td>324.682134</td>\n",
+       "      <td>408.415296</td>\n",
+       "      <td>266.833617</td>\n",
+       "      <td>242.615201</td>\n",
+       "      <td>...</td>\n",
+       "      <td>213.466159</td>\n",
+       "      <td>454.669966</td>\n",
+       "      <td>443.950119</td>\n",
+       "      <td>227.761727</td>\n",
+       "      <td>250.507507</td>\n",
+       "      <td>192.893148</td>\n",
+       "      <td>445.272747</td>\n",
+       "      <td>356.358731</td>\n",
+       "      <td>420.008697</td>\n",
+       "      <td>581.834281</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16519</th>\n",
+       "      <td>SH3RF3-AS1</td>\n",
+       "      <td>10.856743</td>\n",
+       "      <td>9.727908</td>\n",
+       "      <td>8.812674</td>\n",
+       "      <td>10.802606</td>\n",
+       "      <td>10.192684</td>\n",
+       "      <td>12.513324</td>\n",
+       "      <td>12.148152</td>\n",
+       "      <td>8.972277</td>\n",
+       "      <td>12.835839</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.971925</td>\n",
+       "      <td>9.394770</td>\n",
+       "      <td>9.873501</td>\n",
+       "      <td>9.265729</td>\n",
+       "      <td>12.636512</td>\n",
+       "      <td>10.087334</td>\n",
+       "      <td>9.684712</td>\n",
+       "      <td>13.030473</td>\n",
+       "      <td>9.439231</td>\n",
+       "      <td>9.665671</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16520</th>\n",
+       "      <td>MOCS1P1</td>\n",
+       "      <td>9.082629</td>\n",
+       "      <td>20.300480</td>\n",
+       "      <td>8.944053</td>\n",
+       "      <td>8.454191</td>\n",
+       "      <td>15.459555</td>\n",
+       "      <td>8.817231</td>\n",
+       "      <td>15.887081</td>\n",
+       "      <td>9.092411</td>\n",
+       "      <td>8.276626</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.732682</td>\n",
+       "      <td>16.380631</td>\n",
+       "      <td>16.597475</td>\n",
+       "      <td>8.950884</td>\n",
+       "      <td>9.338288</td>\n",
+       "      <td>11.514860</td>\n",
+       "      <td>11.391156</td>\n",
+       "      <td>10.250162</td>\n",
+       "      <td>9.472303</td>\n",
+       "      <td>9.672026</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16521</th>\n",
+       "      <td>HPR</td>\n",
+       "      <td>6.918507</td>\n",
+       "      <td>6.859290</td>\n",
+       "      <td>6.328432</td>\n",
+       "      <td>6.455767</td>\n",
+       "      <td>6.315993</td>\n",
+       "      <td>6.929715</td>\n",
+       "      <td>6.410461</td>\n",
+       "      <td>7.542764</td>\n",
+       "      <td>6.288020</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.965933</td>\n",
+       "      <td>6.557487</td>\n",
+       "      <td>6.343557</td>\n",
+       "      <td>7.756943</td>\n",
+       "      <td>7.467192</td>\n",
+       "      <td>7.822919</td>\n",
+       "      <td>7.450805</td>\n",
+       "      <td>6.323884</td>\n",
+       "      <td>5.544207</td>\n",
+       "      <td>7.083521</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16522</th>\n",
+       "      <td>MIA</td>\n",
+       "      <td>12.032707</td>\n",
+       "      <td>10.701539</td>\n",
+       "      <td>10.921862</td>\n",
+       "      <td>10.193828</td>\n",
+       "      <td>12.463192</td>\n",
+       "      <td>272.015510</td>\n",
+       "      <td>43.154510</td>\n",
+       "      <td>11.238805</td>\n",
+       "      <td>11.384224</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.152274</td>\n",
+       "      <td>17.263101</td>\n",
+       "      <td>14.022991</td>\n",
+       "      <td>17.139529</td>\n",
+       "      <td>27.446201</td>\n",
+       "      <td>12.622544</td>\n",
+       "      <td>13.134612</td>\n",
+       "      <td>19.407844</td>\n",
+       "      <td>14.459044</td>\n",
+       "      <td>1797.128295</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16523</th>\n",
+       "      <td>LINC00514</td>\n",
+       "      <td>12.691472</td>\n",
+       "      <td>8.300361</td>\n",
+       "      <td>9.361942</td>\n",
+       "      <td>8.638623</td>\n",
+       "      <td>9.749796</td>\n",
+       "      <td>9.418388</td>\n",
+       "      <td>8.599098</td>\n",
+       "      <td>9.370882</td>\n",
+       "      <td>9.875865</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.888951</td>\n",
+       "      <td>8.764434</td>\n",
+       "      <td>9.602715</td>\n",
+       "      <td>10.642282</td>\n",
+       "      <td>10.346439</td>\n",
+       "      <td>10.484828</td>\n",
+       "      <td>8.090270</td>\n",
+       "      <td>17.545651</td>\n",
+       "      <td>7.521271</td>\n",
+       "      <td>10.608866</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16524</th>\n",
+       "      <td>OR1D5</td>\n",
+       "      <td>8.779856</td>\n",
+       "      <td>10.038890</td>\n",
+       "      <td>10.030414</td>\n",
+       "      <td>7.578449</td>\n",
+       "      <td>11.112305</td>\n",
+       "      <td>11.398975</td>\n",
+       "      <td>11.642730</td>\n",
+       "      <td>10.610319</td>\n",
+       "      <td>9.409991</td>\n",
+       "      <td>...</td>\n",
+       "      <td>8.013691</td>\n",
+       "      <td>13.974091</td>\n",
+       "      <td>17.789204</td>\n",
+       "      <td>7.611322</td>\n",
+       "      <td>17.953581</td>\n",
+       "      <td>10.572261</td>\n",
+       "      <td>14.331276</td>\n",
+       "      <td>9.330626</td>\n",
+       "      <td>8.669846</td>\n",
+       "      <td>9.255369</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16525</th>\n",
+       "      <td>ZNF234</td>\n",
+       "      <td>28.664009</td>\n",
+       "      <td>23.760209</td>\n",
+       "      <td>18.567775</td>\n",
+       "      <td>16.688249</td>\n",
+       "      <td>29.226379</td>\n",
+       "      <td>20.503206</td>\n",
+       "      <td>24.859996</td>\n",
+       "      <td>18.332375</td>\n",
+       "      <td>26.873040</td>\n",
+       "      <td>...</td>\n",
+       "      <td>18.513292</td>\n",
+       "      <td>18.961432</td>\n",
+       "      <td>11.698750</td>\n",
+       "      <td>19.376497</td>\n",
+       "      <td>18.354288</td>\n",
+       "      <td>23.272343</td>\n",
+       "      <td>16.707697</td>\n",
+       "      <td>25.747674</td>\n",
+       "      <td>17.142986</td>\n",
+       "      <td>17.100517</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16526</th>\n",
+       "      <td>MYH4</td>\n",
+       "      <td>6.185679</td>\n",
+       "      <td>6.884926</td>\n",
+       "      <td>6.078030</td>\n",
+       "      <td>6.145540</td>\n",
+       "      <td>5.465583</td>\n",
+       "      <td>7.132479</td>\n",
+       "      <td>6.044896</td>\n",
+       "      <td>6.475425</td>\n",
+       "      <td>6.233435</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.251847</td>\n",
+       "      <td>7.352328</td>\n",
+       "      <td>5.951120</td>\n",
+       "      <td>5.870706</td>\n",
+       "      <td>6.286081</td>\n",
+       "      <td>6.042166</td>\n",
+       "      <td>5.440513</td>\n",
+       "      <td>6.079033</td>\n",
+       "      <td>5.780842</td>\n",
+       "      <td>6.655071</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16527</th>\n",
+       "      <td>LINC00526</td>\n",
+       "      <td>110.425145</td>\n",
+       "      <td>39.888776</td>\n",
+       "      <td>8.833626</td>\n",
+       "      <td>8.900557</td>\n",
+       "      <td>12.576511</td>\n",
+       "      <td>47.647336</td>\n",
+       "      <td>37.085502</td>\n",
+       "      <td>18.271588</td>\n",
+       "      <td>17.313812</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.998876</td>\n",
+       "      <td>34.114570</td>\n",
+       "      <td>11.426724</td>\n",
+       "      <td>35.361134</td>\n",
+       "      <td>24.331695</td>\n",
+       "      <td>34.246447</td>\n",
+       "      <td>18.941097</td>\n",
+       "      <td>33.938338</td>\n",
+       "      <td>31.693689</td>\n",
+       "      <td>20.565258</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16528</th>\n",
+       "      <td>KRT18P55</td>\n",
+       "      <td>10.064016</td>\n",
+       "      <td>7.959133</td>\n",
+       "      <td>7.395121</td>\n",
+       "      <td>14.046309</td>\n",
+       "      <td>10.648559</td>\n",
+       "      <td>7.998002</td>\n",
+       "      <td>7.421796</td>\n",
+       "      <td>10.982643</td>\n",
+       "      <td>7.812968</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.562731</td>\n",
+       "      <td>10.010432</td>\n",
+       "      <td>9.524358</td>\n",
+       "      <td>8.231881</td>\n",
+       "      <td>9.026219</td>\n",
+       "      <td>10.152220</td>\n",
+       "      <td>10.648353</td>\n",
+       "      <td>12.470003</td>\n",
+       "      <td>8.831391</td>\n",
+       "      <td>7.608029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16529</th>\n",
+       "      <td>POLRMTP1</td>\n",
+       "      <td>8.758575</td>\n",
+       "      <td>9.586355</td>\n",
+       "      <td>9.039474</td>\n",
+       "      <td>8.423571</td>\n",
+       "      <td>9.276274</td>\n",
+       "      <td>10.425989</td>\n",
+       "      <td>9.190263</td>\n",
+       "      <td>7.106077</td>\n",
+       "      <td>8.930525</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.838728</td>\n",
+       "      <td>7.935110</td>\n",
+       "      <td>11.426698</td>\n",
+       "      <td>9.542098</td>\n",
+       "      <td>8.810404</td>\n",
+       "      <td>8.041709</td>\n",
+       "      <td>8.508124</td>\n",
+       "      <td>7.197547</td>\n",
+       "      <td>7.124755</td>\n",
+       "      <td>7.047236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16530</th>\n",
+       "      <td>UBL5P2</td>\n",
+       "      <td>1014.544078</td>\n",
+       "      <td>512.999579</td>\n",
+       "      <td>553.808337</td>\n",
+       "      <td>994.814559</td>\n",
+       "      <td>981.590689</td>\n",
+       "      <td>420.167311</td>\n",
+       "      <td>673.943381</td>\n",
+       "      <td>879.015640</td>\n",
+       "      <td>712.913048</td>\n",
+       "      <td>...</td>\n",
+       "      <td>772.704052</td>\n",
+       "      <td>727.126167</td>\n",
+       "      <td>986.195846</td>\n",
+       "      <td>948.986581</td>\n",
+       "      <td>1037.551842</td>\n",
+       "      <td>644.569877</td>\n",
+       "      <td>1713.405686</td>\n",
+       "      <td>373.430458</td>\n",
+       "      <td>955.789824</td>\n",
+       "      <td>538.179233</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16531</th>\n",
+       "      <td>TBC1D3P5</td>\n",
+       "      <td>8.419436</td>\n",
+       "      <td>8.001009</td>\n",
+       "      <td>7.548942</td>\n",
+       "      <td>9.556614</td>\n",
+       "      <td>10.527754</td>\n",
+       "      <td>11.293640</td>\n",
+       "      <td>9.148307</td>\n",
+       "      <td>9.543633</td>\n",
+       "      <td>8.833999</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.609316</td>\n",
+       "      <td>9.559265</td>\n",
+       "      <td>9.125935</td>\n",
+       "      <td>8.910978</td>\n",
+       "      <td>10.250768</td>\n",
+       "      <td>10.818368</td>\n",
+       "      <td>9.972426</td>\n",
+       "      <td>9.028677</td>\n",
+       "      <td>9.471302</td>\n",
+       "      <td>10.017959</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>16532 rows × 1019 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Gene symbol       906826       687983      910927     1240138  \\\n",
+       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
+       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
+       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
+       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
+       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
+       "...           ...          ...          ...         ...         ...   \n",
+       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
+       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
+       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
+       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
+       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
+       "\n",
+       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
+       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
+       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
+       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
+       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
+       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
+       "...            ...         ...          ...          ...          ...  ...   \n",
+       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
+       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
+       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
+       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
+       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
+       "\n",
+       "            753584       907044       998184       908145      1659787  \\\n",
+       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
+       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
+       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
+       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
+       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
+       "...            ...          ...          ...          ...          ...   \n",
+       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
+       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
+       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
+       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
+       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
+       "\n",
+       "           1298157      1480372      1298533      930299     905954.1  \n",
+       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
+       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
+       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
+       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
+       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
+       "...            ...          ...          ...         ...          ...  \n",
+       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
+       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
+       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
+       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
+       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
+       "\n",
+       "[16532 rows x 1019 columns]"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "YY"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running mixer with subjects (Count: 1019)...\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240138\n",
+      "Iter: 1 Subject: 906826Iter: 1 Subject: 687983\n",
+      "\n",
+      "Iter: 1 Subject: 910927\n",
+      "Iter: 2 Subject: 906826\n",
+      "Iter: 2 Subject: 1240138\n",
+      "Iter: 2 Subject: 910927\n",
+      "Iter: 2 Subject: 687983\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910927\n",
+      "Iter: 3 Subject: 1240138\n",
+      "Iter: 3 Subject: 687983\n",
+      "Iter: 1 Subject: 1240139\n",
+      "--------------------------------------------------\n",
+      "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687983\n",
+      "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240139\n",
+      "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906792\n",
+      "Iter: 1 Subject: 910688\n",
+      "Iter: 3 Subject: 1240139\n",
+      "Iter: 2 Subject: 906792\n",
+      "Iter: 1 Subject: 1240135\n",
+      "--------------------------------------------------Iter: 2 Subject: 910688\n",
+      "\n",
+      "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906792\n",
+      "Iter: 2 Subject: 1240135\n",
+      "--------------------------------------------------\n",
+      "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 910688\n",
+      "\n",
+      "Iter: 1 Subject: 1290812Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907045\n",
+      "Iter: 2 Subject: 1290812\n",
+      "Iter: 1 Subject: 906861\n",
+      "Iter: 4 Subject: 910688\n",
+      "--------------------------------------------------\n",
+      "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 907045\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906861\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906830--------------------------------------------------\n",
+      "\n",
+      "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909750\n",
+      "Iter: 1 Subject: 1240137\n",
+      "Iter: 2 Subject: 906830\n",
+      "Iter: 1 Subject: 753552\n",
+      "Iter: 2 Subject: 909750Iter: 2 Subject: 1240137\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906830\n",
+      "Iter: 2 Subject: 753552\n",
+      "--------------------------------------------------\n",
+      "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 907065\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753552\n",
+      "Iter: 1 Subject: 925338\n",
+      "Iter: 2 Subject: 907065\n",
+      "Iter: 1 Subject: 1290809\n",
+      "--------------------------------------------------\n",
+      "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925338Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290809\n",
+      "Iter: 1 Subject: 949158\n",
+      "Iter: 1 Subject: 924110--------------------------------------------------\n",
+      "\n",
+      "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949158\n",
+      "Iter: 1 Subject: 1240134\n",
+      "--------------------------------------------------\n",
+      "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924110\n",
+      "Iter: 1 Subject: 907172\n",
+      "Iter: 2 Subject: 1240134\n",
+      "Iter: 3 Subject: 924110Iter: 2 Subject: 907172\n",
+      "\n",
+      "Iter: 1 Subject: 687452\n",
+      "Iter: 3 Subject: 1240134\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687452\n",
+      "Iter: 1 Subject: 905947\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298134\n",
+      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907058\n",
+      "--------------------------------------------------\n",
+      "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905947\n",
+      "Iter: 2 Subject: 907058\n",
+      "Iter: 1 Subject: 1290814\n",
+      "--------------------------------------------------\n",
+      "Subject: 905939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290814\n",
+      "Iter: 1 Subject: 905975\n",
+      "Iter: 1 Subject: 905939\n",
+      "--------------------------------------------------\n",
+      "Subject: 908460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910704\n",
+      "Iter: 2 Subject: 905975\n",
+      "Iter: 2 Subject: 905939\n",
+      "Iter: 1 Subject: 908460\n",
+      "--------------------------------------------------\n",
+      "Subject: 909745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905939\n",
+      "Iter: 2 Subject: 910704\n",
+      "--------------------------------------------------\n",
+      "Subject: 907173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908460\n",
+      "--------------------------------------------------\n",
+      "Subject: 905936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909745\n",
+      "Iter: 3 Subject: 910704\n",
+      "Iter: 1 Subject: 907173Iter: 1 Subject: 905936\n",
+      "\n",
+      "Iter: 4 Subject: 910704Iter: 2 Subject: 909745\n",
+      "\n",
+      "Iter: 2 Subject: 907173\n",
+      "Iter: 2 Subject: 905936\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Subject: 1303896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 907320 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 907173\n",
+      "--------------------------------------------------\n",
+      "Subject: 688058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907320Subject: 905974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1303896\n",
+      "\n",
+      "Iter: 2 Subject: 907320\n",
+      "Iter: 2 Subject: 1303896\n",
+      "Iter: 1 Subject: 688058\n",
+      "Iter: 1 Subject: 905974\n",
+      "--------------------------------------------------\n",
+      "Subject: 907060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1303896\n",
+      "Iter: 2 Subject: 688058\n",
+      "Iter: 2 Subject: 905974\n",
+      "Iter: 1 Subject: 907060\n",
+      "--------------------------------------------------\n",
+      "Subject: 908470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908465 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907060\n",
+      "Iter: 1 Subject: 908465\n",
+      "--------------------------------------------------Iter: 1 Subject: 908470\n",
+      "\n",
+      "Subject: 909703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906746\n",
+      "Iter: 2 Subject: 908470Iter: 2 Subject: 908465\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 724855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909703\n",
+      "Iter: 2 Subject: 906746\n",
+      "Iter: 3 Subject: 908465\n",
+      "Iter: 1 Subject: 724855Iter: 2 Subject: 909703\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 724831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906746\n",
+      "Iter: 2 Subject: 724855\n",
+      "Iter: 3 Subject: 909703\n",
+      "--------------------------------------------------\n",
+      "Subject: 906813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724831\n",
+      "Iter: 2 Subject: 724831\n",
+      "Iter: 1 Subject: 906813\n",
+      "Iter: 1 Subject: 946359\n",
+      "Iter: 1 Subject: 909707\n",
+      "Iter: 3 Subject: 724831\n",
+      "Iter: 2 Subject: 906813\n",
+      "Iter: 2 Subject: 909707\n",
+      "Iter: 2 Subject: 946359\n",
+      "--------------------------------------------------\n",
+      "Subject: 910399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946359\n",
+      "Iter: 3 Subject: 909707\n",
+      "--------------------------------------------------\n",
+      "Subject: 907794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910399\n",
+      "Iter: 1 Subject: 687816\n",
+      "Iter: 2 Subject: 910399\n",
+      "Iter: 1 Subject: 909698\n",
+      "Iter: 1 Subject: 907794\n",
+      "Iter: 3 Subject: 910399\n",
+      "Iter: 2 Subject: 909698Iter: 2 Subject: 907794\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 910903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687816\n",
+      "--------------------------------------------------\n",
+      "Subject: 910952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909698\n",
+      "Iter: 3 Subject: 687816Iter: 1 Subject: 910903\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910952Subject: 909784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910903\n",
+      "Iter: 4 Subject: 687816\n",
+      "Iter: 2 Subject: 910952\n",
+      "Iter: 1 Subject: 909784\n",
+      "Iter: 3 Subject: 910903\n",
+      "--------------------------------------------------\n",
+      "Subject: 724873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910952\n",
+      "Iter: 2 Subject: 909784\n",
+      "--------------------------------------------------\n",
+      "Subject: 684055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724873\n",
+      "Iter: 3 Subject: 909784\n",
+      "Iter: 1 Subject: 684055Iter: 1 Subject: 906815\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724873Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906815\n",
+      "--------------------------------------------------Iter: 2 Subject: 684055\n",
+      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910079 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684055\n",
+      "Iter: 1 Subject: 906834\n",
+      "--------------------------------------------------Iter: 1 Subject: 906798\n",
+      "\n",
+      "Subject: 908462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906834Iter: 1 Subject: 910079\n",
+      "\n",
+      "Iter: 2 Subject: 906798\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910079\n",
+      "Iter: 1 Subject: 908462\n",
+      "--------------------------------------------------\n",
+      "Subject: 905976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906798\n",
+      "Iter: 1 Subject: 1290798--------------------------------------------------\n",
+      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 908462\n",
+      "Iter: 1 Subject: 905976--------------------------------------------------\n",
+      "Subject: 1240212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 906844\n",
+      "Iter: 2 Subject: 1290798\n",
+      "Iter: 2 Subject: 905976\n",
+      "Iter: 2 Subject: 906844Iter: 1 Subject: 1240212\n",
+      "\n",
+      "Iter: 3 Subject: 1290798\n",
+      "Iter: 3 Subject: 905976\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240212\n",
+      "--------------------------------------------------\n",
+      "Subject: 906817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290798\n",
+      "Iter: 1 Subject: 1298151\n",
+      "Iter: 3 Subject: 1240212\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298151\n",
+      "Iter: 1 Subject: 906817\n",
+      "--------------------------------------------------\n",
+      "Subject: 753541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298151\n",
+      "Iter: 1 Subject: 1503367\n",
+      "Iter: 2 Subject: 906817\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753541\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 906817\n",
+      "Iter: 2 Subject: 1503367\n",
+      "Iter: 2 Subject: 753541\n",
+      "Iter: 1 Subject: 1290730\n",
+      "--------------------------------------------------\n",
+      "Subject: 905977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503367\n",
+      "Iter: 3 Subject: 753541\n",
+      "Iter: 2 Subject: 1290730\n",
+      "--------------------------------------------------\n",
+      "Subject: 909255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905977--------------------------------------------------\n",
+      "Subject: 1240131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905977\n",
+      "Iter: 1 Subject: 1240131\n",
+      "Iter: 1 Subject: 909255\n",
+      "Iter: 3 Subject: 905977\n",
+      "Iter: 1 Subject: 1240141\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 1240131\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240141\n",
+      "Iter: 2 Subject: 909255\n",
+      "Iter: 3 Subject: 1240131\n",
+      "Iter: 1 Subject: 1290810\n",
+      "Iter: 3 Subject: 909255Iter: 3 Subject: 1240141\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240141Iter: 2 Subject: 1290810\n",
+      "\n",
+      "Iter: 1 Subject: 753618\n",
+      "--------------------------------------------------\n",
+      "Subject: 949155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687829\n",
+      "Iter: 3 Subject: 1290810\n",
+      "Iter: 2 Subject: 753618\n",
+      "Iter: 2 Subject: 687829Iter: 1 Subject: 949155\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Run Mixer Function\n",
+    "if __name__ == '__main__':\n",
+    "    result, pValues = Mixture.Mixture(X, YY , cores, iters, output)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.7136939 , 0.1289198 , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.11802777, 0.03935852, 0.        , 0.        ],\n",
+       "       [0.79589517, 0.09674959, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.03918719, 0.06816806, 0.        ],\n",
+       "       [0.46974898, 0.30925149, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.18748422, 0.03351531, 0.        , 0.        ],\n",
+       "       [0.60193307, 0.11220227, 0.16187135, 0.        , 0.        ,\n",
+       "        0.        , 0.10233414, 0.02165916, 0.        , 0.        ],\n",
+       "       [0.49398868, 0.12679016, 0.06592614, 0.        , 0.        ,\n",
+       "        0.        , 0.26288403, 0.05041099, 0.        , 0.        ],\n",
+       "       [0.70989344, 0.14510445, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.05838125, 0.05919139, 0.02742947, 0.        ],\n",
+       "       [0.88472318, 0.0553045 , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.05997232, 0.        ],\n",
+       "       [0.89564802, 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.10435198, 0.        , 0.        , 0.        ],\n",
+       "       [0.67255126, 0.15353534, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.13137347, 0.02168938, 0.02085054, 0.        ],\n",
+       "       [0.56230175, 0.08673577, 0.20400794, 0.        , 0.        ,\n",
+       "        0.        , 0.12470417, 0.02225037, 0.        , 0.        ],\n",
+       "       [0.93644457, 0.01161619, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.05193924, 0.        ],\n",
+       "       [0.54997657, 0.04595101, 0.06601392, 0.        , 0.        ,\n",
+       "        0.        , 0.30917694, 0.02888156, 0.        , 0.        ],\n",
+       "       [0.66715859, 0.13556801, 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.15357514, 0.04369827, 0.        , 0.        ]])"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "oo = result.Subjects[0].MIXprop[0].to_numpy(copy = True)\n",
+    "oo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[0.90256962, 0.7136939 , 0.79589517, 0.46974898, 0.60193307,\n",
+       "        0.49398868, 0.70989344, 0.88472318, 0.89564802, 0.67255126,\n",
+       "        0.56230175, 0.93644457, 0.54997657, 0.66715859],\n",
+       "       [0.09743038, 0.1289198 , 0.09674959, 0.30925149, 0.11220227,\n",
+       "        0.12679016, 0.14510445, 0.0553045 , 0.        , 0.15353534,\n",
+       "        0.08673577, 0.01161619, 0.04595101, 0.13556801],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.16187135,\n",
+       "        0.06592614, 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.20400794, 0.        , 0.06601392, 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ],\n",
+       "       [0.        , 0.11802777, 0.        , 0.18748422, 0.10233414,\n",
+       "        0.26288403, 0.05838125, 0.        , 0.10435198, 0.13137347,\n",
+       "        0.12470417, 0.        , 0.30917694, 0.15357514],\n",
+       "       [0.        , 0.03935852, 0.03918719, 0.03351531, 0.02165916,\n",
+       "        0.05041099, 0.05919139, 0.        , 0.        , 0.02168938,\n",
+       "        0.02225037, 0.        , 0.02888156, 0.04369827],\n",
+       "       [0.        , 0.        , 0.06816806, 0.        , 0.        ,\n",
+       "        0.        , 0.02742947, 0.05997232, 0.        , 0.02085054,\n",
+       "        0.        , 0.05193924, 0.        , 0.        ],\n",
+       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
+       "        0.        , 0.        , 0.        , 0.        ]])"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.transpose(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>B.cells</th>\n",
+       "      <th>Macrophages.M1</th>\n",
+       "      <th>Macrophages.M2</th>\n",
+       "      <th>Monocytes</th>\n",
+       "      <th>Neutrophils</th>\n",
+       "      <th>NK.cells</th>\n",
+       "      <th>T.cells.CD4</th>\n",
+       "      <th>T.cells.CD8</th>\n",
+       "      <th>Tregs</th>\n",
+       "      <th>Dendritic.cells</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz</td>\n",
+       "      <td>0.902570</td>\n",
+       "      <td>0.097430</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz</td>\n",
+       "      <td>0.713694</td>\n",
+       "      <td>0.128920</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.118028</td>\n",
+       "      <td>0.039359</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz</td>\n",
+       "      <td>0.795895</td>\n",
+       "      <td>0.096750</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.039187</td>\n",
+       "      <td>0.068168</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz</td>\n",
+       "      <td>0.469749</td>\n",
+       "      <td>0.309251</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.187484</td>\n",
+       "      <td>0.033515</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz</td>\n",
+       "      <td>0.601933</td>\n",
+       "      <td>0.112202</td>\n",
+       "      <td>0.161871</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.102334</td>\n",
+       "      <td>0.021659</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz</td>\n",
+       "      <td>0.493989</td>\n",
+       "      <td>0.126790</td>\n",
+       "      <td>0.065926</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.262884</td>\n",
+       "      <td>0.050411</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz</td>\n",
+       "      <td>0.709893</td>\n",
+       "      <td>0.145104</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.058381</td>\n",
+       "      <td>0.059191</td>\n",
+       "      <td>0.027429</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz</td>\n",
+       "      <td>0.884723</td>\n",
+       "      <td>0.055305</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.059972</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz</td>\n",
+       "      <td>0.895648</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.104352</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz</td>\n",
+       "      <td>0.672551</td>\n",
+       "      <td>0.153535</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.131373</td>\n",
+       "      <td>0.021689</td>\n",
+       "      <td>0.020851</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz</td>\n",
+       "      <td>0.562302</td>\n",
+       "      <td>0.086736</td>\n",
+       "      <td>0.204008</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.124704</td>\n",
+       "      <td>0.022250</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz</td>\n",
+       "      <td>0.936445</td>\n",
+       "      <td>0.011616</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.051939</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz</td>\n",
+       "      <td>0.549977</td>\n",
+       "      <td>0.045951</td>\n",
+       "      <td>0.066014</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.309177</td>\n",
+       "      <td>0.028882</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz</td>\n",
+       "      <td>0.667159</td>\n",
+       "      <td>0.135568</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.153575</td>\n",
+       "      <td>0.043698</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                        B.cells  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.902570   \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.713694   \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.795895   \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.469749   \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.601933   \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.493989   \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.709893   \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.884723   \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.895648   \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.672551   \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.562302   \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.936445   \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.549977   \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.667159   \n",
+       "\n",
+       "                                                       Macrophages.M1  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.097430         \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.128920         \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.096750         \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.309251         \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.112202         \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.126790         \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.145104         \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.055305         \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.153535         \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.086736         \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.011616         \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.045951         \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.135568         \n",
+       "\n",
+       "                                                       Macrophages.M2  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000         \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.000000         \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.000000         \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.000000         \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.161871         \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.065926         \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.000000         \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000         \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.000000         \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.204008         \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000         \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.066014         \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.000000         \n",
+       "\n",
+       "                                                       Monocytes  Neutrophils  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0        0.0           \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0        0.0           \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0        0.0           \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0        0.0           \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0        0.0           \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0        0.0           \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0        0.0           \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0        0.0           \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0        0.0           \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0        0.0           \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0        0.0           \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0        0.0           \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0        0.0           \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0        0.0           \n",
+       "\n",
+       "                                                       NK.cells  T.cells.CD4  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0       0.000000      \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0       0.118028      \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0       0.000000      \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0       0.187484      \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0       0.102334      \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0       0.262884      \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0       0.058381      \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0       0.000000      \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0       0.104352      \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0       0.131373      \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0       0.124704      \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0       0.000000      \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0       0.309177      \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0       0.153575      \n",
+       "\n",
+       "                                                       T.cells.CD8     Tregs  \\\n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000     0.000000   \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.039359     0.000000   \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.039187     0.068168   \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.033515     0.000000   \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.021659     0.000000   \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.050411     0.000000   \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.059191     0.027429   \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000     0.059972   \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000     0.000000   \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.021689     0.020851   \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.022250     0.000000   \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000     0.051939   \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.028882     0.000000   \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.043698     0.000000   \n",
+       "\n",
+       "                                                       Dendritic.cells  \n",
+       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0              \n",
+       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0              \n",
+       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0              \n",
+       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0              \n",
+       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0              \n",
+       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0              \n",
+       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0              \n",
+       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0              \n",
+       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0              \n",
+       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0              \n",
+       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0              \n",
+       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0              \n",
+       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0              \n",
+       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0              "
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "result.Subjects[0].MIXprop[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'index': 'GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz',\n",
+       "  'RMSEa': 0.7356467701374008,\n",
+       "  'RMSEp': 1.3580584756979353,\n",
+       "  'Ra': 0.7659924064451571,\n",
+       "  'Rp': 0.7659924064451571,\n",
+       "  'BestParams': 0.25,\n",
+       "  'Iter': 4,\n",
+       "  'IscBySbj': 1.3614559595090132,\n",
+       "  'IscPob': 1.4338058519231907},\n",
+       " {'index': 'GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz',\n",
+       "  'RMSEa': 0.7505897249244129,\n",
+       "  'RMSEp': 1.090406026517986,\n",
+       "  'Ra': 0.7110050497112939,\n",
+       "  'Rp': 0.7110050497112943,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4812507549846523,\n",
+       "  'IscPob': 1.7360281133525028},\n",
+       " {'index': 'GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz',\n",
+       "  'RMSEa': 0.732099068814191,\n",
+       "  'RMSEp': 1.2091834335647023,\n",
+       "  'Ra': 0.7288513928726023,\n",
+       "  'Rp': 0.7288513928726023,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.5709810234715755,\n",
+       "  'IscPob': 1.3941344285023054},\n",
+       " {'index': 'GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz',\n",
+       "  'RMSEa': 0.7275200560756733,\n",
+       "  'RMSEp': 0.7677020173040355,\n",
+       "  'Ra': 0.7341321745726567,\n",
+       "  'Rp': 0.7341321745726567,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6949098559698745,\n",
+       "  'IscPob': 1.6767992068424078},\n",
+       " {'index': 'GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz',\n",
+       "  'RMSEa': 0.7645339483233782,\n",
+       "  'RMSEp': 0.9480152081799849,\n",
+       "  'Ra': 0.7073580843178506,\n",
+       "  'Rp': 0.7073580843178509,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4244382418785955,\n",
+       "  'IscPob': 1.4254052018177612},\n",
+       " {'index': 'GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz',\n",
+       "  'RMSEa': 0.8357526440717506,\n",
+       "  'RMSEp': 0.9220692012485019,\n",
+       "  'Ra': 0.603599701930536,\n",
+       "  'Rp': 0.6035997019305361,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 4,\n",
+       "  'IscBySbj': 1.5198711858383502,\n",
+       "  'IscPob': 1.7544527697105345},\n",
+       " {'index': 'GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz',\n",
+       "  'RMSEa': 0.7890824338319162,\n",
+       "  'RMSEp': 1.1467157955213947,\n",
+       "  'Ra': 0.662757463529935,\n",
+       "  'Rp': 0.6627574635299351,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.5299931536787006,\n",
+       "  'IscPob': 1.5963206231304197},\n",
+       " {'index': 'GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz',\n",
+       "  'RMSEa': 0.8181283890228448,\n",
+       "  'RMSEp': 1.5053263997506567,\n",
+       "  'Ra': 0.6158581588113806,\n",
+       "  'Rp': 0.6158581588113806,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4666248239439506,\n",
+       "  'IscPob': 1.3107743675863595},\n",
+       " {'index': 'GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz',\n",
+       "  'RMSEa': 0.738484399659218,\n",
+       "  'RMSEp': 1.4016467133867787,\n",
+       "  'Ra': 0.717762987535987,\n",
+       "  'Rp': 0.7177629875359868,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.3038483337900335,\n",
+       "  'IscPob': 1.1124117209595081},\n",
+       " {'index': 'GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz',\n",
+       "  'RMSEa': 0.8444033804632818,\n",
+       "  'RMSEp': 1.0593343920275025,\n",
+       "  'Ra': 0.6840760505412941,\n",
+       "  'Rp': 0.6840760505412938,\n",
+       "  'BestParams': 0.5,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.4653159078042208,\n",
+       "  'IscPob': 1.3889594811732004},\n",
+       " {'index': 'GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz',\n",
+       "  'RMSEa': 0.7574527293730309,\n",
+       "  'RMSEp': 0.9156376633520333,\n",
+       "  'Ra': 0.6965434899346512,\n",
+       "  'Rp': 0.6965434899346511,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.3842983256700507,\n",
+       "  'IscPob': 1.267873749017242},\n",
+       " {'index': 'GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz',\n",
+       "  'RMSEa': 0.7272371774257491,\n",
+       "  'RMSEp': 1.4552726472482724,\n",
+       "  'Ra': 0.7387176417109829,\n",
+       "  'Rp': 0.7387176417109832,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6252912321302102,\n",
+       "  'IscPob': 1.6694893908251813},\n",
+       " {'index': 'GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz',\n",
+       "  'RMSEa': 0.7754653074972279,\n",
+       "  'RMSEp': 0.9107204618211545,\n",
+       "  'Ra': 0.665374889094444,\n",
+       "  'Rp': 0.665374889094444,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.6102328167574849,\n",
+       "  'IscPob': 1.514096545250108},\n",
+       " {'index': 'GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz',\n",
+       "  'RMSEa': 0.817035910688728,\n",
+       "  'RMSEp': 1.132628635352565,\n",
+       "  'Ra': 0.6139840261413105,\n",
+       "  'Rp': 0.6139840261413106,\n",
+       "  'BestParams': 0.75,\n",
+       "  'Iter': 3,\n",
+       "  'IscBySbj': 1.461235334393658,\n",
+       "  'IscPob': 1.5882348967389759}]"
+      ]
+     },
+     "execution_count": 56,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "absolute = result.Subjects[0].MIXabs[0].reset_index().to_dict('records')\n",
+    "proportions = result.Subjects[0].MIXprop[0].reset_index().to_dict('records')\n",
+    "metrics = result.Subjects[0].ACCmetrix[0].reset_index().to_dict('records')\n",
+    "metrics.to_dict('records')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1.7015024184163652"
+      ]
+     },
+     "execution_count": 47,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)+2*np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'subject' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-6-82ca5fad9298>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Getting Real Betas Matrix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mvector\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msubject\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mBetas\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'subject' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "# Getting Real Betas Matrix\n",
+    "vector = [x[0] for x in subject]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
+    "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def blandAltman (betas, result):\n",
+    "    betahat = result.Subjects[0].MIXprop[0].T.to_numpy(copy=True)\n",
+    "    betahat = betahat.flatten()\n",
+    "    \n",
+    "    betasim = betas.to_numpy(copy=True)\n",
+    "    betasim = betasim.flatten()\n",
+    "    \n",
+    "    df = pd.DataFrame(np.transpose([betahat, betasim, (betahat - betasim)]), columns = ['betahat', 'betasim', 'difs'])\n",
+    "    summary = pd.DataFrame([[np.mean(df.difs),np.std(df.difs),np.min(df.difs),np.max(df.difs)]], columns = ['mn', 'sd', 'mi', 'mx'])\n",
+    "    return df, summary\n",
+    "       "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ba, summary = blandAltman (Betas, result)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def blandAltamGraph(ba, summary):\n",
+    "    fig, ax = plt.subplots(figsize=(16,8))\n",
+    "    ax.plot(ba.betasim, ba.difs, 'k.')\n",
+    "    plt.xlabel('Beta Sim')\n",
+    "    plt.ylabel('Difs')\n",
+    "    ax.axhline(summary.mn[0])\n",
+    "    ax.axhline(summary.mn[0]+2*summary.sd[0])\n",
+    "    ax.axhline(summary.mn[0]-2*summary.sd[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "blandAltamGraph(ba, summary)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cc = pd.read_excel('data/outputCellines.xlsx', sheet_name = 1) \n",
+    "cc.index = cc.iloc[:,0].astype(int)\n",
+    "cc = cc.iloc[:, 1:]\n",
+    "cc.index.name = 'Subjects'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'B cells naive'"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cc.iloc[:, 0].name"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From 66bf74a4d5519e4c4360a411d601d0aa610835bc Mon Sep 17 00:00:00 2001
From: Matias Samuel Miranda <matias.miranda.ms@gmail.com>
Date: Thu, 16 Jan 2020 09:14:27 -0300
Subject: [PATCH 38/52] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index ef51895..e636ba9 100644
--- a/README.md
+++ b/README.md
@@ -43,8 +43,8 @@ Please read [CONTRIBUTING.md](https://gist.github.com/PurpleBooth/b24679402957c6
 
 ## Authors
 
-* **Elmer Andrés Fernández** - *Initial work* - CONICET, Catholic University of Cordoba - [Profile](https://www.researchgate.net/profile/Elmer_Fernandez)
-* **Miranda Matias Samuel** - *Developer* - Catholic University of Cordoba
+* **Elmer Andrés Fernández** - *Initial work* - CONICET, Universidad Catolica de Cordoba - [Profile](https://www.researchgate.net/profile/Elmer_Fernandez)
+* **Miranda Matias Samuel** - *Developer* -  Universidad Catolica de Cordoba
 
 ## License
 

From e336d84010b2edffa41c6f6c9bf0df6bc8004ea5 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Thu, 16 Jan 2020 16:37:11 -0300
Subject: [PATCH 39/52] report

---
 .../read celllines-checkpoint.ipynb           | 15692 ++++++++++++++++
 app/__pycache__/app.cpython-36.pyc            |   Bin 333 -> 332 bytes
 app/pages/__pycache__/__init__.cpython-36.pyc |   Bin 145 -> 144 bytes
 app/pages/__pycache__/index.cpython-36.pyc    |   Bin 9125 -> 9124 bytes
 app/pages/__pycache__/validate.cpython-36.pyc |   Bin 9489 -> 14675 bytes
 app/pages/validate copy.py                    |   538 +
 app/pages/validate.py                         |   422 +-
 cellines.ipynb                                |     2 +-
 celllines xlsx.ipynb                          |    48 +-
 read celllines.ipynb                          |   988 +
 10 files changed, 17514 insertions(+), 176 deletions(-)
 create mode 100644 .ipynb_checkpoints/read celllines-checkpoint.ipynb
 create mode 100644 app/pages/validate copy.py
 create mode 100644 read celllines.ipynb

diff --git a/.ipynb_checkpoints/read celllines-checkpoint.ipynb b/.ipynb_checkpoints/read celllines-checkpoint.ipynb
new file mode 100644
index 0000000..60fd134
--- /dev/null
+++ b/.ipynb_checkpoints/read celllines-checkpoint.ipynb	
@@ -0,0 +1,15692 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'rpy2'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-1-dfd23f5b7497>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      3\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[0mreadRDS\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mr\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'readRDS'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconversion\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mlocalconverter\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
+     ]
+    }
+   ],
+   "source": [
+    "import rpy2\n",
+    "import rpy2.robjects as robjects\n",
+    "from rpy2.robjects import pandas2ri\n",
+    "readRDS = robjects.r['readRDS']\n",
+    "from rpy2.robjects.conversion import localconverter\n",
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from rpy2.robjects.packages import importr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.linalg import expm, sinm, cosm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import Mixture\n",
+    "import Mixture.Utils as mut"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.5’\n",
+      "(as ‘lib’ is unspecified)\n",
+      "\n",
+      "R[write to console]: trying URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
+      "\n",
+      "R[write to console]: Content type 'application/x-gzip'\n",
+      "R[write to console]:  length 38020 bytes (37 KB)\n",
+      "\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: downloaded 37 KB\n",
+      "\n",
+      "\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: \n",
+      "R[write to console]: The downloaded source packages are in\n",
+      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
+      "R[write to console]: \n",
+      "R[write to console]: \n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<rpy2.rinterface.NULLType object at 0x7f6a1c167ec8> [RTYPES.NILSXP]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils = importr('utils')\n",
+    "base = importr('base')\n",
+    "utils.install_packages('BiocManager')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "R[write to console]: Bioconductor version 3.8 (BiocManager 1.30.7), R 3.5.3 (2019-03-11)\n",
+      "\n",
+      "R[write to console]: Installing package(s) 'limma'\n",
+      "\n",
+      "R[write to console]: trying URL 'https://bioconductor.org/packages/3.8/bioc/src/contrib/limma_3.38.3.tar.gz'\n",
+      "\n",
+      "R[write to console]: Content type 'application/x-gzip'\n",
+      "R[write to console]:  length 1471609 bytes (1.4 MB)\n",
+      "\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
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+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: =\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: downloaded 1.4 MB\n",
+      "\n",
+      "\n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: \n",
+      "R[write to console]: The downloaded source packages are in\n",
+      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
+      "R[write to console]: \n",
+      "R[write to console]: \n",
+      "\n",
+      "R[write to console]: installation path not writeable, unable to update packages: boot, cluster,\n",
+      "  foreign, KernSmooth, MASS, Matrix, mgcv, nlme, rpart, survival\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "biocmanager = importr('BiocManager')\n",
+    "biocmanager.install('limma')\n",
+    "limma = importr('limma')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = readRDS('./data/celllines.rds')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
+    "    df = robjects.conversion.rpy2py(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "vector = np.array(df[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#applying antilog\n",
+    "vector_exp = np.exp2(vector)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfcellines_exp = pd.DataFrame(vector_exp, columns = df[0].colnames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfcellines_exp.insert(0, 'Gene symbol', df[2][0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Y = dfcellines_exp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cores = 4\n",
+    "iters = 1000\n",
+    "output = 'outputCellines_TIL10'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with pd.ExcelWriter('Celllines.xlsx') as writer:\n",
+    "            Y.to_excel(writer, sheet_name='E')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>906826</th>\n",
+       "      <th>687983</th>\n",
+       "      <th>910927</th>\n",
+       "      <th>1240138</th>\n",
+       "      <th>1240139</th>\n",
+       "      <th>906792</th>\n",
+       "      <th>910688</th>\n",
+       "      <th>1240135</th>\n",
+       "      <th>1290812</th>\n",
+       "      <th>...</th>\n",
+       "      <th>753584</th>\n",
+       "      <th>907044</th>\n",
+       "      <th>998184</th>\n",
+       "      <th>908145</th>\n",
+       "      <th>1659787</th>\n",
+       "      <th>1298157</th>\n",
+       "      <th>1480372</th>\n",
+       "      <th>1298533</th>\n",
+       "      <th>930299</th>\n",
+       "      <th>905954.1</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>TSPAN6</td>\n",
+       "      <td>198.366304</td>\n",
+       "      <td>187.230436</td>\n",
+       "      <td>419.444908</td>\n",
+       "      <td>222.419924</td>\n",
+       "      <td>212.198047</td>\n",
+       "      <td>134.786621</td>\n",
+       "      <td>9.748621</td>\n",
+       "      <td>124.638529</td>\n",
+       "      <td>61.522661</td>\n",
+       "      <td>...</td>\n",
+       "      <td>137.724074</td>\n",
+       "      <td>9.425070</td>\n",
+       "      <td>8.218597</td>\n",
+       "      <td>331.582284</td>\n",
+       "      <td>122.121882</td>\n",
+       "      <td>347.682936</td>\n",
+       "      <td>343.203766</td>\n",
+       "      <td>272.338050</td>\n",
+       "      <td>8.647798</td>\n",
+       "      <td>142.333051</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>TNMD</td>\n",
+       "      <td>7.806009</td>\n",
+       "      <td>6.857659</td>\n",
+       "      <td>6.248491</td>\n",
+       "      <td>7.051465</td>\n",
+       "      <td>7.769056</td>\n",
+       "      <td>7.411045</td>\n",
+       "      <td>7.101891</td>\n",
+       "      <td>7.334766</td>\n",
+       "      <td>6.439167</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.958841</td>\n",
+       "      <td>6.704533</td>\n",
+       "      <td>7.870230</td>\n",
+       "      <td>7.222767</td>\n",
+       "      <td>6.158717</td>\n",
+       "      <td>6.230190</td>\n",
+       "      <td>7.360939</td>\n",
+       "      <td>5.740469</td>\n",
+       "      <td>7.313022</td>\n",
+       "      <td>7.131893</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>DPM1</td>\n",
+       "      <td>1332.160907</td>\n",
+       "      <td>3583.966033</td>\n",
+       "      <td>942.750905</td>\n",
+       "      <td>944.541755</td>\n",
+       "      <td>1368.936470</td>\n",
+       "      <td>875.514199</td>\n",
+       "      <td>1229.950967</td>\n",
+       "      <td>1181.113002</td>\n",
+       "      <td>1260.479567</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1434.652440</td>\n",
+       "      <td>1392.007683</td>\n",
+       "      <td>1271.188200</td>\n",
+       "      <td>1403.516091</td>\n",
+       "      <td>1368.590676</td>\n",
+       "      <td>2824.425590</td>\n",
+       "      <td>1507.327754</td>\n",
+       "      <td>1773.950376</td>\n",
+       "      <td>938.297720</td>\n",
+       "      <td>1768.387206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>SCYL3</td>\n",
+       "      <td>12.250715</td>\n",
+       "      <td>16.759262</td>\n",
+       "      <td>15.521864</td>\n",
+       "      <td>16.722300</td>\n",
+       "      <td>20.273176</td>\n",
+       "      <td>19.305001</td>\n",
+       "      <td>62.603333</td>\n",
+       "      <td>13.132165</td>\n",
+       "      <td>14.401152</td>\n",
+       "      <td>...</td>\n",
+       "      <td>12.967555</td>\n",
+       "      <td>24.658494</td>\n",
+       "      <td>20.372112</td>\n",
+       "      <td>14.501411</td>\n",
+       "      <td>15.428870</td>\n",
+       "      <td>21.493812</td>\n",
+       "      <td>11.715849</td>\n",
+       "      <td>21.755929</td>\n",
+       "      <td>19.250548</td>\n",
+       "      <td>17.154241</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>C1orf112</td>\n",
+       "      <td>10.415653</td>\n",
+       "      <td>13.291985</td>\n",
+       "      <td>9.425833</td>\n",
+       "      <td>11.781195</td>\n",
+       "      <td>14.324103</td>\n",
+       "      <td>14.074927</td>\n",
+       "      <td>8.066077</td>\n",
+       "      <td>9.636096</td>\n",
+       "      <td>10.216540</td>\n",
+       "      <td>...</td>\n",
+       "      <td>13.240021</td>\n",
+       "      <td>15.430837</td>\n",
+       "      <td>13.992517</td>\n",
+       "      <td>9.170420</td>\n",
+       "      <td>14.072733</td>\n",
+       "      <td>20.889876</td>\n",
+       "      <td>18.990272</td>\n",
+       "      <td>8.405648</td>\n",
+       "      <td>9.383959</td>\n",
+       "      <td>10.821246</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16527</th>\n",
+       "      <td>LINC00526</td>\n",
+       "      <td>110.425145</td>\n",
+       "      <td>39.888776</td>\n",
+       "      <td>8.833626</td>\n",
+       "      <td>8.900557</td>\n",
+       "      <td>12.576511</td>\n",
+       "      <td>47.647336</td>\n",
+       "      <td>37.085502</td>\n",
+       "      <td>18.271588</td>\n",
+       "      <td>17.313812</td>\n",
+       "      <td>...</td>\n",
+       "      <td>19.998876</td>\n",
+       "      <td>34.114570</td>\n",
+       "      <td>11.426724</td>\n",
+       "      <td>35.361134</td>\n",
+       "      <td>24.331695</td>\n",
+       "      <td>34.246447</td>\n",
+       "      <td>18.941097</td>\n",
+       "      <td>33.938338</td>\n",
+       "      <td>31.693689</td>\n",
+       "      <td>20.565258</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16528</th>\n",
+       "      <td>KRT18P55</td>\n",
+       "      <td>10.064016</td>\n",
+       "      <td>7.959133</td>\n",
+       "      <td>7.395121</td>\n",
+       "      <td>14.046309</td>\n",
+       "      <td>10.648559</td>\n",
+       "      <td>7.998002</td>\n",
+       "      <td>7.421796</td>\n",
+       "      <td>10.982643</td>\n",
+       "      <td>7.812968</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.562731</td>\n",
+       "      <td>10.010432</td>\n",
+       "      <td>9.524358</td>\n",
+       "      <td>8.231881</td>\n",
+       "      <td>9.026219</td>\n",
+       "      <td>10.152220</td>\n",
+       "      <td>10.648353</td>\n",
+       "      <td>12.470003</td>\n",
+       "      <td>8.831391</td>\n",
+       "      <td>7.608029</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16529</th>\n",
+       "      <td>POLRMTP1</td>\n",
+       "      <td>8.758575</td>\n",
+       "      <td>9.586355</td>\n",
+       "      <td>9.039474</td>\n",
+       "      <td>8.423571</td>\n",
+       "      <td>9.276274</td>\n",
+       "      <td>10.425989</td>\n",
+       "      <td>9.190263</td>\n",
+       "      <td>7.106077</td>\n",
+       "      <td>8.930525</td>\n",
+       "      <td>...</td>\n",
+       "      <td>6.838728</td>\n",
+       "      <td>7.935110</td>\n",
+       "      <td>11.426698</td>\n",
+       "      <td>9.542098</td>\n",
+       "      <td>8.810404</td>\n",
+       "      <td>8.041709</td>\n",
+       "      <td>8.508124</td>\n",
+       "      <td>7.197547</td>\n",
+       "      <td>7.124755</td>\n",
+       "      <td>7.047236</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16530</th>\n",
+       "      <td>UBL5P2</td>\n",
+       "      <td>1014.544078</td>\n",
+       "      <td>512.999579</td>\n",
+       "      <td>553.808337</td>\n",
+       "      <td>994.814559</td>\n",
+       "      <td>981.590689</td>\n",
+       "      <td>420.167311</td>\n",
+       "      <td>673.943381</td>\n",
+       "      <td>879.015640</td>\n",
+       "      <td>712.913048</td>\n",
+       "      <td>...</td>\n",
+       "      <td>772.704052</td>\n",
+       "      <td>727.126167</td>\n",
+       "      <td>986.195846</td>\n",
+       "      <td>948.986581</td>\n",
+       "      <td>1037.551842</td>\n",
+       "      <td>644.569877</td>\n",
+       "      <td>1713.405686</td>\n",
+       "      <td>373.430458</td>\n",
+       "      <td>955.789824</td>\n",
+       "      <td>538.179233</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16531</th>\n",
+       "      <td>TBC1D3P5</td>\n",
+       "      <td>8.419436</td>\n",
+       "      <td>8.001009</td>\n",
+       "      <td>7.548942</td>\n",
+       "      <td>9.556614</td>\n",
+       "      <td>10.527754</td>\n",
+       "      <td>11.293640</td>\n",
+       "      <td>9.148307</td>\n",
+       "      <td>9.543633</td>\n",
+       "      <td>8.833999</td>\n",
+       "      <td>...</td>\n",
+       "      <td>10.609316</td>\n",
+       "      <td>9.559265</td>\n",
+       "      <td>9.125935</td>\n",
+       "      <td>8.910978</td>\n",
+       "      <td>10.250768</td>\n",
+       "      <td>10.818368</td>\n",
+       "      <td>9.972426</td>\n",
+       "      <td>9.028677</td>\n",
+       "      <td>9.471302</td>\n",
+       "      <td>10.017959</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>16532 rows × 1019 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Gene symbol       906826       687983      910927     1240138  \\\n",
+       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
+       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
+       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
+       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
+       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
+       "...           ...          ...          ...         ...         ...   \n",
+       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
+       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
+       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
+       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
+       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
+       "\n",
+       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
+       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
+       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
+       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
+       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
+       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
+       "...            ...         ...          ...          ...          ...  ...   \n",
+       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
+       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
+       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
+       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
+       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
+       "\n",
+       "            753584       907044       998184       908145      1659787  \\\n",
+       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
+       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
+       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
+       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
+       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
+       "...            ...          ...          ...          ...          ...   \n",
+       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
+       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
+       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
+       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
+       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
+       "\n",
+       "           1298157      1480372      1298533      930299     905954.1  \n",
+       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
+       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
+       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
+       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
+       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
+       "...            ...          ...          ...         ...          ...  \n",
+       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
+       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
+       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
+       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
+       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
+       "\n",
+       "[16532 rows x 1019 columns]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "scrolled": true,
+    "slideshow": {
+     "slide_type": "-"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running mixer with subjects (Count: 1019)...\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240138\n",
+      "Iter: 1 Subject: 687983\n",
+      "Iter: 1 Subject: 910927Iter: 1 Subject: 906826\n",
+      "\n",
+      "Iter: 2 Subject: 1240138\n",
+      "Iter: 2 Subject: 910927\n",
+      "Iter: 2 Subject: 906826\n",
+      "Iter: 2 Subject: 687983\n",
+      "Iter: 3 Subject: 1240138\n",
+      "Iter: 3 Subject: 910927\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687983\n",
+      "--------------------------------------------------\n",
+      "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687983\n",
+      "Iter: 1 Subject: 1240139\n",
+      "Iter: 1 Subject: 906792\n",
+      "Iter: 1 Subject: 910688\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906792\n",
+      "Iter: 2 Subject: 1240139\n",
+      "Iter: 2 Subject: 910688Iter: 1 Subject: 1240135\n",
+      "\n",
+      "Iter: 3 Subject: 1240139\n",
+      "Iter: 3 Subject: 906792\n",
+      "Iter: 3 Subject: 910688Iter: 2 Subject: 1240135\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 4 Subject: 910688\n",
+      "\n",
+      "Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907045\n",
+      "--------------------------------------------------\n",
+      "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290812\n",
+      "Iter: 1 Subject: 906861\n",
+      "Iter: 2 Subject: 907045\n",
+      "Iter: 2 Subject: 1290812\n",
+      "Iter: 1 Subject: 906830\n",
+      "--------------------------------------------------Iter: 2 Subject: 906861\n",
+      "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906830\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909750\n",
+      "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906830\n",
+      "Iter: 1 Subject: 1240137\n",
+      "--------------------------------------------------\n",
+      "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909750\n",
+      "--------------------------------------------------\n",
+      "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753552\n",
+      "Iter: 1 Subject: 925338\n",
+      "Iter: 2 Subject: 1240137\n",
+      "Iter: 1 Subject: 907065\n",
+      "Iter: 2 Subject: 753552\n",
+      "Iter: 2 Subject: 925338\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907065\n",
+      "Iter: 3 Subject: 753552\n",
+      "--------------------------------------------------\n",
+      "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290809\n",
+      "--------------------------------------------------\n",
+      "Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290809\n",
+      "Iter: 1 Subject: 949158Iter: 1 Subject: 924110\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240134\n",
+      "Iter: 2 Subject: 949158\n",
+      "Iter: 2 Subject: 924110\n",
+      "Iter: 2 Subject: 1240134Iter: 1 Subject: 907172\n",
+      "\n",
+      "Iter: 3 Subject: 924110\n",
+      "--------------------------------------------------\n",
+      "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240134Iter: 2 Subject: 907172\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687452\n",
+      "--------------------------------------------------\n",
+      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905947\n",
+      "Iter: 1 Subject: 1298134Iter: 2 Subject: 687452\n",
+      "\n",
+      "Iter: 1 Subject: 907058\n",
+      "--------------------------------------------------Iter: 2 Subject: 905947--------------------------------------------------\n",
+      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907058\n",
+      "--------------------------------------------------\n",
+      "Subject: 905939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290814\n",
+      "Iter: 1 Subject: 905975\n",
+      "--------------------------------------------------\n",
+      "Subject: 910704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905939\n",
+      "Iter: 2 Subject: 905975\n",
+      "Iter: 2 Subject: 1290814\n",
+      "Iter: 1 Subject: 910704\n",
+      "Iter: 2 Subject: 905939--------------------------------------------------\n",
+      "Subject: 908460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910704\n",
+      "Iter: 3 Subject: 905939\n",
+      "Iter: 1 Subject: 908460\n",
+      "Iter: 1 Subject: 909745\n",
+      "Iter: 3 Subject: 910704\n",
+      "--------------------------------------------------\n",
+      "Subject: 907173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908460\n",
+      "Iter: 2 Subject: 909745\n",
+      "Iter: 4 Subject: 910704\n",
+      "Iter: 1 Subject: 907173\n",
+      "Iter: 3 Subject: 908460\n",
+      "--------------------------------------------------\n",
+      "Subject: 905936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907173\n",
+      "--------------------------------------------------\n",
+      "Subject: 907320 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 905936\n",
+      "Iter: 1 Subject: 1303896\n",
+      "Iter: 3 Subject: 907173\n",
+      "Iter: 1 Subject: 907320\n",
+      "--------------------------------------------------\n",
+      "Subject: 688058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1303896Iter: 2 Subject: 905936\n",
+      "\n",
+      "Iter: 2 Subject: 907320\n",
+      "--------------------------------------------------\n",
+      "Subject: 905974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688058\n",
+      "Iter: 3 Subject: 1303896\n",
+      "--------------------------------------------------\n",
+      "Subject: 907060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688058\n",
+      "--------------------------------------------------\n",
+      "Subject: 908470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905974\n",
+      "--------------------------------------------------\n",
+      "Subject: 908465 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907060\n",
+      "Iter: 2 Subject: 907060Iter: 2 Subject: 905974\n",
+      "\n",
+      "Iter: 1 Subject: 908470\n",
+      "Iter: 1 Subject: 908465\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 909703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908465\n",
+      "Iter: 2 Subject: 908470\n",
+      "--------------------------------------------------\n",
+      "Subject: 724855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908465\n",
+      "Iter: 1 Subject: 909703\n",
+      "Iter: 1 Subject: 724855\n",
+      "Iter: 1 Subject: 906746\n",
+      "Iter: 2 Subject: 909703\n",
+      "--------------------------------------------------\n",
+      "Subject: 724831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724855\n",
+      "Iter: 2 Subject: 906746\n",
+      "Iter: 3 Subject: 909703\n",
+      "Iter: 1 Subject: 724831\n",
+      "--------------------------------------------------\n",
+      "Subject: 906813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906746\n",
+      "Iter: 2 Subject: 724831\n",
+      "Iter: 1 Subject: 906813\n",
+      "Iter: 3 Subject: 724831\n",
+      "--------------------------------------------------\n",
+      "Subject: 909707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946359\n",
+      "Iter: 2 Subject: 906813--------------------------------------------------\n",
+      "Subject: 910399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 909707\n",
+      "Iter: 2 Subject: 946359\n",
+      "--------------------------------------------------\n",
+      "Subject: 687816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910399\n",
+      "Iter: 3 Subject: 946359\n",
+      "Iter: 2 Subject: 909707\n",
+      "Iter: 1 Subject: 687816\n",
+      "Iter: 3 Subject: 909707\n",
+      "Iter: 2 Subject: 910399\n",
+      "--------------------------------------------------\n",
+      "Subject: 907794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910399\n",
+      "Iter: 2 Subject: 687816\n",
+      "Iter: 1 Subject: 907794\n",
+      "--------------------------------------------------\n",
+      "Subject: 910903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909698\n",
+      "Iter: 3 Subject: 687816\n",
+      "Iter: 2 Subject: 907794Iter: 2 Subject: 909698\n",
+      "\n",
+      "Iter: 1 Subject: 910903--------------------------------------------------\n",
+      "Subject: 910952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909698\n",
+      "Iter: 4 Subject: 687816Iter: 2 Subject: 910903\n",
+      "\n",
+      "Iter: 1 Subject: 910952\n",
+      "--------------------------------------------------\n",
+      "Subject: 909784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910903\n",
+      "--------------------------------------------------\n",
+      "Subject: 724873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910952\n",
+      "--------------------------------------------------\n",
+      "Subject: 684055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909784\n",
+      "Iter: 1 Subject: 724873\n",
+      "Iter: 3 Subject: 910952\n",
+      "Iter: 2 Subject: 909784\n",
+      "Iter: 1 Subject: 684055\n",
+      "Iter: 2 Subject: 724873--------------------------------------------------\n",
+      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 684055\n",
+      "Iter: 3 Subject: 909784\n",
+      "Iter: 1 Subject: 906815\n",
+      "--------------------------------------------------\n",
+      "Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684055\n",
+      "--------------------------------------------------\n",
+      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906815Iter: 1 Subject: 906834\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 910079 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906798\n",
+      "Iter: 2 Subject: 906834\n",
+      "--------------------------------------------------\n",
+      "Subject: 908462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910079\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906798\n",
+      "Iter: 1 Subject: 908462\n",
+      "Iter: 2 Subject: 910079\n",
+      "--------------------------------------------------\n",
+      "Subject: 905976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290798\n",
+      "Iter: 2 Subject: 908462\n",
+      "Iter: 3 Subject: 906798\n",
+      "Iter: 1 Subject: 905976\n",
+      "--------------------------------------------------\n",
+      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905976\n",
+      "Iter: 2 Subject: 1290798\n",
+      "Iter: 1 Subject: 906844\n",
+      "Iter: 3 Subject: 905976\n",
+      "Iter: 1 Subject: 1240212\n",
+      "Iter: 3 Subject: 1290798\n",
+      "Iter: 2 Subject: 906844\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290798\n",
+      "Iter: 2 Subject: 1240212\n",
+      "--------------------------------------------------\n",
+      "Subject: 906817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298151\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240212\n",
+      "Iter: 1 Subject: 906817\n",
+      "Iter: 2 Subject: 1298151\n",
+      "--------------------------------------------------\n",
+      "Subject: 753541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298151\n",
+      "Iter: 1 Subject: 1503367\n",
+      "Iter: 2 Subject: 906817\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 906817\n",
+      "Iter: 1 Subject: 753541\n",
+      "Iter: 2 Subject: 1503367\n",
+      "--------------------------------------------------\n",
+      "Subject: 905977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 753541--------------------------------------------------Iter: 1 Subject: 1290730\n",
+      "\n",
+      "\n",
+      "Iter: 3 Subject: 1503367\n",
+      "Iter: 3 Subject: 753541\n",
+      "Iter: 1 Subject: 905977\n",
+      "--------------------------------------------------\n",
+      "Subject: 909255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290730\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909255\n",
+      "Iter: 2 Subject: 905977\n",
+      "Iter: 3 Subject: 905977\n",
+      "Iter: 2 Subject: 909255\n",
+      "Iter: 1 Subject: 1240131\n",
+      "Iter: 1 Subject: 1240141\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 909255\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240131\n",
+      "Iter: 2 Subject: 1240141\n",
+      "--------------------------------------------------\n",
+      "Subject: 753618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290810\n",
+      "Iter: 3 Subject: 1240131\n",
+      "Iter: 3 Subject: 1240141\n",
+      "Iter: 1 Subject: 753618\n",
+      "Iter: 2 Subject: 1290810--------------------------------------------------\n",
+      "Subject: 687829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1240141\n",
+      "Iter: 2 Subject: 753618\n",
+      "Iter: 3 Subject: 1290810\n",
+      "Iter: 1 Subject: 687829\n",
+      "--------------------------------------------------\n",
+      "Subject: 949155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 4 Subject: 1290810\n",
+      "Subject: 1290813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 687829\n",
+      "--------------------------------------------------\n",
+      "Subject: 909747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290813\n",
+      "Iter: 1 Subject: 949155\n",
+      "Iter: 3 Subject: 687829\n",
+      "Iter: 1 Subject: 909747\n",
+      "Iter: 2 Subject: 1290813\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949155\n",
+      "Iter: 2 Subject: 909747\n",
+      "--------------------------------------------------\n",
+      "Subject: 906797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 910695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290808\n",
+      "Iter: 1 Subject: 906797\n",
+      "Iter: 1 Subject: 910695\n",
+      "Iter: 1 Subject: 1240132\n",
+      "Iter: 2 Subject: 1290808\n",
+      "Iter: 2 Subject: 910695\n",
+      "Iter: 2 Subject: 906797\n",
+      "Iter: 2 Subject: 1240132\n",
+      "Iter: 3 Subject: 1290808\n",
+      "--------------------------------------------------\n",
+      "Subject: 908150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906797\n",
+      "Iter: 3 Subject: 1240132\n",
+      "--------------------------------------------------Iter: 1 Subject: 908150\n",
+      "\n",
+      "Subject: 907169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 722045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908150\n",
+      "Iter: 1 Subject: 907169\n",
+      "Iter: 1 Subject: 722045\n",
+      "Iter: 1 Subject: 909723\n",
+      "--------------------------------------------------\n",
+      "Subject: 905961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 907169\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 722045--------------------------------------------------\n",
+      "\n",
+      "Subject: 910926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905961\n",
+      "Iter: 1 Subject: 910926\n",
+      "Iter: 2 Subject: 905961\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240210 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240136\n",
+      "Iter: 2 Subject: 910926\n",
+      "Iter: 1 Subject: 909696\n",
+      "Iter: 2 Subject: 1240136\n",
+      "Iter: 1 Subject: 1240210\n",
+      "Iter: 3 Subject: 910926\n",
+      "Iter: 3 Subject: 1240136\n",
+      "Iter: 2 Subject: 909696\n",
+      "Iter: 2 Subject: 1240210\n",
+      "--------------------------------------------------\n",
+      "Subject: 910544 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 925347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909696--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240206 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910544\n",
+      "Iter: 4 Subject: 909696\n",
+      "Iter: 1 Subject: 925347\n",
+      "--------------------------------------------------Iter: 1 Subject: 1240206\n",
+      "Subject: 724868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 910544\n",
+      "Iter: 2 Subject: 925347\n",
+      "Iter: 2 Subject: 1240206\n",
+      "Iter: 1 Subject: 724868\n",
+      "Iter: 3 Subject: 910544\n",
+      "Iter: 3 Subject: 925347\n",
+      "Iter: 3 Subject: 1240206\n",
+      "Iter: 2 Subject: 724868\n",
+      "--------------------------------------------------\n",
+      "Subject: 724866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 724868\n",
+      "\n",
+      "Subject: 687995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910549 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 724866\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687995\n",
+      "Iter: 1 Subject: 910548\n",
+      "Iter: 1 Subject: 910549Iter: 2 Subject: 724866\n",
+      "\n",
+      "Iter: 2 Subject: 910548\n",
+      "Iter: 2 Subject: 687995\n",
+      "Iter: 3 Subject: 724866\n",
+      "Iter: 3 Subject: 910548\n",
+      "Iter: 2 Subject: 910549\n",
+      "--------------------------------------------------\n",
+      "Subject: 905991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 910401 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910549\n",
+      "Iter: 1 Subject: 905991\n",
+      "Iter: 1 Subject: 910401\n",
+      "--------------------------------------------------\n",
+      "Subject: 971774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1524416\n",
+      "Iter: 2 Subject: 905991\n",
+      "Iter: 1 Subject: 971774\n",
+      "Iter: 2 Subject: 910401\n",
+      "Iter: 2 Subject: 1524416\n",
+      "Iter: 3 Subject: 905991\n",
+      "Iter: 3 Subject: 910401\n",
+      "Iter: 2 Subject: 971774\n",
+      "--------------------------------------------------Iter: 3 Subject: 1524416\n",
+      "\n",
+      "Subject: 687455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1240207 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 925348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753599 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687455\n",
+      "Iter: 1 Subject: 1240207\n",
+      "Iter: 1 Subject: 925348\n",
+      "Iter: 1 Subject: 753599\n",
+      "Iter: 2 Subject: 687455Iter: 2 Subject: 1240207\n",
+      "\n",
+      "Iter: 2 Subject: 925348\n",
+      "Iter: 2 Subject: 753599\n",
+      "Iter: 3 Subject: 1240207--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925348\n",
+      "--------------------------------------------------\n",
+      "Subject: 687798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240184\n",
+      "Iter: 1 Subject: 910947\n",
+      "Iter: 1 Subject: 687798\n",
+      "Iter: 1 Subject: 909248\n",
+      "Iter: 2 Subject: 1240184\n",
+      "Iter: 2 Subject: 687798Iter: 2 Subject: 910947\n",
+      "\n",
+      "Iter: 2 Subject: 909248\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240198 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240184\n",
+      "--------------------------------------------------\n",
+      "Subject: 910861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330995\n",
+      "Iter: 1 Subject: 910861\n",
+      "Iter: 1 Subject: 1240198\n",
+      "Iter: 1 Subject: 909704\n",
+      "Iter: 2 Subject: 1330995\n",
+      "Iter: 2 Subject: 1240198\n",
+      "Iter: 2 Subject: 910861\n",
+      "Iter: 2 Subject: 909704Iter: 3 Subject: 1240198\n",
+      "Iter: 3 Subject: 1330995\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240201 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910861\n",
+      "--------------------------------------------------\n",
+      "Subject: 909260 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240201\n",
+      "--------------------------------------------------\n",
+      "Subject: 684681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240201\n",
+      "Iter: 1 Subject: 909260\n",
+      "Iter: 1 Subject: 908475\n",
+      "Iter: 1 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Subject: 908463 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909260\n",
+      "Iter: 2 Subject: 908475\n",
+      "Iter: 2 Subject: 684681\n",
+      "Iter: 3 Subject: 909260\n",
+      "Iter: 1 Subject: 908463\n",
+      "--------------------------------------------------\n",
+      "Subject: 905978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684681\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908463\n",
+      "Iter: 1 Subject: 905978\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240199 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298362\n",
+      "Iter: 3 Subject: 908463\n",
+      "Iter: 2 Subject: 905978\n",
+      "Iter: 1 Subject: 1240199\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298362\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240199\n",
+      "Iter: 1 Subject: 1524418\n",
+      "Iter: 3 Subject: 1240199Iter: 3 Subject: 1298362\n",
+      "\n",
+      "Iter: 1 Subject: 1240209\n",
+      "Iter: 2 Subject: 1524418\n",
+      "--------------------------------------------------\n",
+      "Subject: 909699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240209\n",
+      "Iter: 3 Subject: 1524418\n",
+      "Iter: 1 Subject: 909706--------------------------------------------------\n",
+      "\n",
+      "Subject: 753608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 683667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909699\n",
+      "Iter: 2 Subject: 909706\n",
+      "Iter: 1 Subject: 753608\n",
+      "Iter: 2 Subject: 909699\n",
+      "--------------------------------------------------\n",
+      "Subject: 908471 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 683667\n",
+      "Iter: 2 Subject: 753608\n",
+      "Iter: 1 Subject: 908471\n",
+      "Iter: 2 Subject: 683667\n",
+      "--------------------------------------------------\n",
+      "Subject: 688010 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908471\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688010\n",
+      "Iter: 1 Subject: 910899\n",
+      "Iter: 3 Subject: 908471\n",
+      "Iter: 1 Subject: 1298534\n",
+      "Iter: 2 Subject: 688010\n",
+      "Iter: 2 Subject: 910899\n",
+      "Iter: 4 Subject: 908471\n",
+      "--------------------------------------------------Iter: 2 Subject: 1298534\n",
+      "\n",
+      "Subject: 909249 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1240200 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 909263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909249\n",
+      "Iter: 1 Subject: 909263\n",
+      "Iter: 1 Subject: 1240200\n",
+      "Iter: 1 Subject: 910931\n",
+      "Iter: 2 Subject: 909249\n",
+      "Iter: 2 Subject: 909263\n",
+      "Iter: 2 Subject: 910931\n",
+      "Iter: 2 Subject: 1240200\n",
+      "Iter: 3 Subject: 909249\n",
+      "--------------------------------------------------\n",
+      "Subject: 909700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------Iter: 3 Subject: 909263\n",
+      "\n",
+      "Subject: 910545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240202 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909263\n",
+      "Iter: 1 Subject: 909700\n",
+      "Iter: 1 Subject: 910545\n",
+      "Iter: 1 Subject: 1240202\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240208 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910545\n",
+      "Iter: 2 Subject: 909700\n",
+      "Iter: 2 Subject: 1240202\n",
+      "Iter: 1 Subject: 1240208\n",
+      "--------------------------------------------------\n",
+      "Subject: 687997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240202\n",
+      "Iter: 3 Subject: 909700\n",
+      "Iter: 2 Subject: 1240208\n",
+      "--------------------------------------------------\n",
+      "Subject: 908472 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687997\n",
+      "--------------------------------------------------\n",
+      "Subject: 910900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240208\n",
+      "Iter: 2 Subject: 687997\n",
+      "Iter: 1 Subject: 908472\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910900\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240196 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908472\n",
+      "Iter: 1 Subject: 1298539\n",
+      "Iter: 2 Subject: 910900\n",
+      "--------------------------------------------------\n",
+      "Subject: 910546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 1240196\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298539\n",
+      "--------------------------------------------------\n",
+      "Subject: 909697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910546\n",
+      "Iter: 2 Subject: 1240196\n",
+      "Iter: 3 Subject: 1298539\n",
+      "Iter: 1 Subject: 909697\n",
+      "--------------------------------------------------\n",
+      "Subject: 930083 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910546\n",
+      "Iter: 4 Subject: 1298539\n",
+      "Iter: 3 Subject: 910546Iter: 2 Subject: 909697--------------------------------------------------\n",
+      "\n",
+      "Subject: 909251 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 930083\n",
+      "--------------------------------------------------Iter: 1 Subject: 909251\n",
+      "Subject: 1298529 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930083\n",
+      "Iter: 2 Subject: 909251\n",
+      "Iter: 1 Subject: 1298529Iter: 1 Subject: 1330987\n",
+      "\n",
+      "Iter: 3 Subject: 930083\n",
+      "--------------------------------------------------\n",
+      "Subject: 687799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330987\n",
+      "Iter: 2 Subject: 1298529\n",
+      "--------------------------------------------------\n",
+      "Subject: 722058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 687799\n",
+      "\n",
+      "Subject: 753600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298529\n",
+      "Iter: 1 Subject: 722058\n",
+      "Iter: 2 Subject: 687799\n",
+      "Iter: 1 Subject: 753600\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753600\n",
+      "Iter: 2 Subject: 722058\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240197 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1524419\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240197\n",
+      "Iter: 2 Subject: 1524419Iter: 1 Subject: 1330991\n",
+      "\n",
+      "Iter: 1 Subject: 1298538\n",
+      "Iter: 2 Subject: 1240197\n",
+      "Iter: 3 Subject: 1524419Iter: 2 Subject: 1330991\n",
+      "\n",
+      "Iter: 2 Subject: 1298538\n",
+      "--------------------------------------------------\n",
+      "Subject: 909701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909252 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240204 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909701\n",
+      "Iter: 1 Subject: 946360\n",
+      "Iter: 1 Subject: 909252\n",
+      "Iter: 1 Subject: 1240204\n",
+      "Iter: 2 Subject: 909701\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298349 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240204\n",
+      "Iter: 2 Subject: 909252\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298348 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909256 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298349\n",
+      "Iter: 1 Subject: 1298348\n",
+      "Iter: 1 Subject: 905969Iter: 1 Subject: 909256\n",
+      "\n",
+      "Iter: 2 Subject: 1298349\n",
+      "Iter: 2 Subject: 1298348\n",
+      "Iter: 2 Subject: 905969Iter: 2 Subject: 909256\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240185 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909264 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905969\n",
+      "Iter: 3 Subject: 909256Iter: 1 Subject: 1240185\n",
+      "\n",
+      "Iter: 1 Subject: 909264\n",
+      "--------------------------------------------------\n",
+      "Subject: 971773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 1240185\n",
+      "Subject: 905964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 909264\n",
+      "Iter: 1 Subject: 971773\n",
+      "Iter: 3 Subject: 1240185\n",
+      "Iter: 2 Subject: 971773Iter: 1 Subject: 905964\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 925346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240205 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905964\n",
+      "Iter: 3 Subject: 971773Iter: 1 Subject: 925346\n",
+      "\n",
+      "Iter: 2 Subject: 925346\n",
+      "--------------------------------------------------\n",
+      "Subject: 909257 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908476 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240205\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908467 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925346Iter: 1 Subject: 909257\n",
+      "\n",
+      "Iter: 1 Subject: 908476\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298350 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908476\n",
+      "Iter: 2 Subject: 909257Iter: 1 Subject: 908467\n",
+      "\n",
+      "Iter: 1 Subject: 1298350Iter: 2 Subject: 908467\n",
+      "\n",
+      "Iter: 3 Subject: 908476\n",
+      "Iter: 3 Subject: 909257\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298350\n",
+      "Iter: 3 Subject: 908467\n",
+      "--------------------------------------------------\n",
+      "Subject: 909250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688007 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298359\n",
+      "Iter: 3 Subject: 1298350\n",
+      "Iter: 1 Subject: 909250\n",
+      "Iter: 1 Subject: 688007\n",
+      "Iter: 2 Subject: 1298359\n",
+      "--------------------------------------------------\n",
+      "Subject: 753575 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909250\n",
+      "Iter: 3 Subject: 1298359\n",
+      "Iter: 2 Subject: 688007\n",
+      "Iter: 1 Subject: 753575\n",
+      "Iter: 3 Subject: 909250\n",
+      "--------------------------------------------------\n",
+      "Subject: 909975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907279 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753575\n",
+      "--------------------------------------------------Iter: 1 Subject: 909975\n",
+      "\n",
+      "Subject: 946361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907279\n",
+      "Iter: 3 Subject: 753575\n",
+      "Iter: 2 Subject: 909975\n",
+      "--------------------------------------------------Iter: 2 Subject: 907279\n",
+      "Subject: 907796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 946361\n",
+      "--------------------------------------------------\n",
+      "Subject: 753588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907796\n",
+      "Iter: 1 Subject: 753588\n",
+      "Iter: 2 Subject: 946361\n",
+      "Iter: 2 Subject: 753588\n",
+      "Iter: 1 Subject: 1298226\n",
+      "Iter: 2 Subject: 907796\n",
+      "Iter: 3 Subject: 946361\n",
+      "Iter: 2 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 906868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298226\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906868\n",
+      "Iter: 1 Subject: 906873\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240174\n",
+      "Iter: 2 Subject: 906873\n",
+      "Iter: 2 Subject: 906868\n",
+      "Iter: 1 Subject: 1330955\n",
+      "Iter: 2 Subject: 1240174\n",
+      "Iter: 3 Subject: 906873\n",
+      "Iter: 3 Subject: 906868\n",
+      "--------------------------------------------------\n",
+      "Subject: 924187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330955\n",
+      "--------------------------------------------------\n",
+      "Subject: 907300 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906868\n",
+      "Iter: 1 Subject: 924187\n",
+      "--------------------------------------------------\n",
+      "Subject: 907276 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907277 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907300\n",
+      "Iter: 2 Subject: 924187\n",
+      "Iter: 1 Subject: 907276\n",
+      "--------------------------------------------------\n",
+      "Subject: 753586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907277\n",
+      "Iter: 2 Subject: 907300\n",
+      "Iter: 2 Subject: 907276\n",
+      "Iter: 2 Subject: 907277\n",
+      "Iter: 1 Subject: 753586\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753586\n",
+      "--------------------------------------------------\n",
+      "Subject: 910694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330935\n",
+      "Iter: 3 Subject: 907277\n",
+      "--------------------------------------------------\n",
+      "Subject: 907323 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910694\n",
+      "--------------------------------------------------Iter: 2 Subject: 1330935\n",
+      "Subject: 910932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 907323\n",
+      "Iter: 2 Subject: 910694\n",
+      "Iter: 1 Subject: 910932\n",
+      "--------------------------------------------------\n",
+      "Subject: 907291 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907323\n",
+      "Iter: 2 Subject: 910932\n",
+      "Iter: 3 Subject: 907323\n",
+      "Iter: 1 Subject: 907291\n",
+      "Iter: 3 Subject: 910932\n",
+      "Iter: 1 Subject: 910948\n",
+      "--------------------------------------------------\n",
+      "Subject: 908127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907319 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907291\n",
+      "Iter: 2 Subject: 910948\n",
+      "Iter: 1 Subject: 907319\n",
+      "Iter: 3 Subject: 907291\n",
+      "Iter: 1 Subject: 908127\n",
+      "--------------------------------------------------\n",
+      "Subject: 753574 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910948\n",
+      "Iter: 2 Subject: 907319\n",
+      "Iter: 2 Subject: 908127\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753574\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908127\n",
+      "Iter: 2 Subject: 753574\n",
+      "Iter: 1 Subject: 1327774\n",
+      "Iter: 1 Subject: 1298219\n",
+      "--------------------------------------------------\n",
+      "Subject: 907786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753574\n",
+      "Iter: 2 Subject: 1327774\n",
+      "Iter: 2 Subject: 1298219\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907786Subject: 924239 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Subject: 906863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907786\n",
+      "Iter: 1 Subject: 924239Iter: 1 Subject: 1240169\n",
+      "\n",
+      "Iter: 1 Subject: 906863\n",
+      "Iter: 3 Subject: 907786\n",
+      "Iter: 2 Subject: 1240169\n",
+      "Iter: 2 Subject: 924239\n",
+      "Iter: 2 Subject: 906863\n",
+      "--------------------------------------------------\n",
+      "Subject: 907299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240169\n",
+      "--------------------------------------------------\n",
+      "Subject: 906871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924239\n",
+      "--------------------------------------------------\n",
+      "Subject: 925343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908126 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907299\n",
+      "Iter: 1 Subject: 925343\n",
+      "Iter: 1 Subject: 908126\n",
+      "Iter: 1 Subject: 906871\n",
+      "Iter: 2 Subject: 925343\n",
+      "Iter: 2 Subject: 906871\n",
+      "Iter: 2 Subject: 908126\n",
+      "Iter: 2 Subject: 907299\n",
+      "--------------------------------------------------\n",
+      "Subject: 907321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907311 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907284 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907299\n",
+      "Iter: 1 Subject: 907311\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907284Iter: 1 Subject: 907321\n",
+      "\n",
+      "Iter: 2 Subject: 907321Iter: 1 Subject: 1330931\n",
+      "\n",
+      "Iter: 2 Subject: 907311\n",
+      "Iter: 2 Subject: 907284\n",
+      "--------------------------------------------------\n",
+      "Subject: 949170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907311\n",
+      "Iter: 2 Subject: 1330931--------------------------------------------------\n",
+      "\n",
+      "Subject: 753592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949170\n",
+      "Iter: 3 Subject: 1330931\n",
+      "Iter: 1 Subject: 753592\n",
+      "Iter: 1 Subject: 1240168\n",
+      "Iter: 2 Subject: 949170Iter: 4 Subject: 1330931\n",
+      "\n",
+      "Iter: 2 Subject: 753592\n",
+      "Iter: 2 Subject: 1240168--------------------------------------------------\n",
+      "Subject: 1290806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290806\n",
+      "--------------------------------------------------\n",
+      "Subject: 908129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906999\n",
+      "Iter: 1 Subject: 906872\n",
+      "Iter: 1 Subject: 908129\n",
+      "Iter: 2 Subject: 1290806\n",
+      "Iter: 2 Subject: 906999\n",
+      "Iter: 2 Subject: 908129\n",
+      "Iter: 2 Subject: 906872\n",
+      "Iter: 3 Subject: 1290806\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907313 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1290806\n",
+      "Iter: 1 Subject: 1330944\n",
+      "Iter: 1 Subject: 907313\n",
+      "--------------------------------------------------\n",
+      "Subject: 753570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298168\n",
+      "Iter: 2 Subject: 907313\n",
+      "Iter: 2 Subject: 1330944\n",
+      "Iter: 1 Subject: 753570\n",
+      "Iter: 2 Subject: 1298168\n",
+      "--------------------------------------------------\n",
+      "Subject: 713899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753570\n",
+      "Iter: 3 Subject: 1298168\n",
+      "Iter: 1 Subject: 907795\n",
+      "Iter: 3 Subject: 753570Iter: 1 Subject: 713899\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 713899Iter: 2 Subject: 907795\n",
+      "\n",
+      "Iter: 1 Subject: 1240170Iter: 1 Subject: 906865\n",
+      "\n",
+      "Iter: 3 Subject: 907795\n",
+      "Iter: 3 Subject: 713899\n",
+      "--------------------------------------------------\n",
+      "Subject: 906877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240170\n",
+      "Iter: 2 Subject: 906865\n",
+      "--------------------------------------------------\n",
+      "Subject: 908147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753576 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 906877\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908147\n",
+      "Iter: 1 Subject: 908128\n",
+      "Iter: 2 Subject: 906877\n",
+      "Iter: 2 Subject: 908147\n",
+      "Iter: 1 Subject: 753576\n",
+      "Iter: 2 Subject: 908128\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906877\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298169 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906877Iter: 3 Subject: 908128\n",
+      "\n",
+      "Iter: 1 Subject: 1330933\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 753578 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 724863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298169\n",
+      "Iter: 2 Subject: 1330933\n",
+      "Iter: 1 Subject: 753578\n",
+      "Iter: 1 Subject: 724863\n",
+      "Iter: 2 Subject: 1298169\n",
+      "--------------------------------------------------Iter: 3 Subject: 1330933\n",
+      "\n",
+      "Subject: 998189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753578\n",
+      "Iter: 2 Subject: 724863--------------------------------------------------\n",
+      "\n",
+      "Subject: 907783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753578\n",
+      "Iter: 1 Subject: 998189\n",
+      "Iter: 1 Subject: 907783\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240129 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724863\n",
+      "Iter: 2 Subject: 998189\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907783\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1240129\n",
+      "Iter: 3 Subject: 998189\n",
+      "Iter: 1 Subject: 1240130--------------------------------------------------\n",
+      "\n",
+      "Subject: 1290807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240129\n",
+      "--------------------------------------------------\n",
+      "Subject: 908146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240130\n",
+      "--------------------------------------------------\n",
+      "Subject: 687514 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290807\n",
+      "--------------------------------------------------\n",
+      "Subject: 753573 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908146\n",
+      "Iter: 2 Subject: 1290807\n",
+      "Iter: 1 Subject: 753573\n",
+      "Iter: 2 Subject: 908146Iter: 1 Subject: 687514\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907271 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924188 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687514\n",
+      "Iter: 2 Subject: 753573Iter: 1 Subject: 907271\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753582 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924188\n",
+      "Iter: 3 Subject: 753573\n",
+      "Iter: 2 Subject: 907271\n",
+      "--------------------------------------------------\n",
+      "Subject: 713878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753582\n",
+      "Iter: 2 Subject: 924188\n",
+      "Iter: 3 Subject: 907271\n",
+      "Iter: 2 Subject: 753582\n",
+      "Iter: 1 Subject: 713878\n",
+      "--------------------------------------------------\n",
+      "Subject: 907792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 713878\n",
+      "Iter: 1 Subject: 907792\n",
+      "Iter: 1 Subject: 906869\n",
+      "Iter: 1 Subject: 906875\n",
+      "--------------------------------------------------\n",
+      "Subject: 907298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907792\n",
+      "Iter: 2 Subject: 906875\n",
+      "Iter: 2 Subject: 906869\n",
+      "Iter: 1 Subject: 907298\n",
+      "--------------------------------------------------\n",
+      "Subject: 908148 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906875\n",
+      "Iter: 3 Subject: 906869\n",
+      "Iter: 2 Subject: 907298\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908148\n",
+      "Subject: 908124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907317 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908124\n",
+      "Iter: 2 Subject: 908148\n",
+      "Iter: 1 Subject: 907317\n",
+      "Iter: 1 Subject: 1327775Iter: 2 Subject: 908124\n",
+      "\n",
+      "--------------------------------------------------Iter: 2 Subject: 907317\n",
+      "\n",
+      "--------------------------------------------------Subject: 924186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------Subject: 907787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 1327775\n",
+      "Iter: 3 Subject: 907317\n",
+      "Iter: 1 Subject: 924186\n",
+      "Iter: 3 Subject: 1327775\n",
+      "--------------------------------------------------\n",
+      "Subject: 753589 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907787\n",
+      "Iter: 2 Subject: 924186\n",
+      "Iter: 2 Subject: 907787--------------------------------------------------\n",
+      "Subject: 917486 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753589\n",
+      "Iter: 3 Subject: 924186\n",
+      "Iter: 3 Subject: 907787\n",
+      "Iter: 2 Subject: 753589\n",
+      "--------------------------------------------------\n",
+      "Subject: 907789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 917486\n",
+      "Iter: 3 Subject: 753589\n",
+      "--------------------------------------------------\n",
+      "Subject: 687568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907789\n",
+      "Iter: 4 Subject: 907787\n",
+      "Iter: 2 Subject: 917486\n",
+      "Iter: 1 Subject: 687568\n",
+      "--------------------------------------------------\n",
+      "Subject: 907041 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907789\n",
+      "Iter: 3 Subject: 917486\n",
+      "Iter: 2 Subject: 687568\n",
+      "--------------------------------------------------\n",
+      "Subject: 924250 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907041\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924250\n",
+      "Iter: 1 Subject: 908149\n",
+      "Iter: 2 Subject: 924250\n",
+      "Iter: 2 Subject: 907041\n",
+      "Iter: 1 Subject: 1330943\n",
+      "Iter: 2 Subject: 908149\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330943\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240179\n",
+      "Subject: 687588 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753596\n",
+      "Iter: 1 Subject: 1240173\n",
+      "Iter: 2 Subject: 1240179\n",
+      "Iter: 1 Subject: 687588\n",
+      "Iter: 2 Subject: 753596\n",
+      "Iter: 2 Subject: 1240173\n",
+      "Iter: 3 Subject: 1240179\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1299078 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 909905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 687588\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 687588\n",
+      "Iter: 1 Subject: 753621\n",
+      "Iter: 1 Subject: 1299078Iter: 1 Subject: 909905\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753621\n",
+      "Iter: 3 Subject: 753621\n",
+      "Iter: 2 Subject: 1299078Iter: 1 Subject: 753623\n",
+      "Iter: 2 Subject: 909905\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 930297 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 753623\n",
+      "Subject: 909709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Iter: 3 Subject: 909905\n",
+      "Iter: 3 Subject: 753623\n",
+      "Iter: 1 Subject: 930297\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909709\n",
+      "Iter: 2 Subject: 930297\n",
+      "--------------------------------------------------\n",
+      "Subject: 717431 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909709\n",
+      "Iter: 1 Subject: 1240216\n",
+      "--------------------------------------------------\n",
+      "Subject: 753594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 717431\n",
+      "Iter: 3 Subject: 909709\n",
+      "Iter: 2 Subject: 1240216\n",
+      "--------------------------------------------------Iter: 1 Subject: 753594\n",
+      "Subject: 971777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 717431\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753594\n",
+      "Iter: 1 Subject: 971777\n",
+      "--------------------------------------------------\n",
+      "Subject: 909777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299081 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330947\n",
+      "Iter: 2 Subject: 971777\n",
+      "Iter: 1 Subject: 909777\n",
+      "Iter: 1 Subject: 1299081\n",
+      "--------------------------------------------------\n",
+      "Subject: 909904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299081\n",
+      "Iter: 2 Subject: 1330947\n",
+      "Iter: 2 Subject: 909777\n",
+      "--------------------------------------------------\n",
+      "Subject: 753622 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909777\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909904\n",
+      "Subject: 946353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331032 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753622\n",
+      "Iter: 2 Subject: 909904\n",
+      "Iter: 1 Subject: 946353\n",
+      "Iter: 2 Subject: 753622\n",
+      "--------------------------------------------------Iter: 1 Subject: 1331032\n",
+      "\n",
+      "Subject: 909738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 946353\n",
+      "--------------------------------------------------\n",
+      "Subject: 687457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331032\n",
+      "--------------------------------------------------\n",
+      "Subject: 688087 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909738\n",
+      "--------------------------------------------------\n",
+      "Subject: 908156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687457\n",
+      "Iter: 1 Subject: 688087\n",
+      "Iter: 2 Subject: 687457\n",
+      "Iter: 2 Subject: 909738\n",
+      "Iter: 1 Subject: 908156\n",
+      "Iter: 2 Subject: 688087\n",
+      "Iter: 3 Subject: 909738\n",
+      "--------------------------------------------------\n",
+      "Subject: 753595 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908156\n",
+      "--------------------------------------------------\n",
+      "Subject: 909778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905958\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240226 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753595\n",
+      "Iter: 1 Subject: 909778\n",
+      "Iter: 2 Subject: 905958\n",
+      "Iter: 2 Subject: 753595\n",
+      "Iter: 2 Subject: 909778\n",
+      "Iter: 1 Subject: 1240226\n",
+      "--------------------------------------------------\n",
+      "Subject: 909907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753595\n",
+      "Iter: 2 Subject: 1240226\n",
+      "Iter: 3 Subject: 909778\n",
+      "Iter: 1 Subject: 909907\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909907\n",
+      "Iter: 1 Subject: 905982\n",
+      "Iter: 1 Subject: 909770\n",
+      "Iter: 1 Subject: 1240222\n",
+      "Iter: 3 Subject: 909907\n",
+      "Iter: 2 Subject: 905982\n",
+      "Iter: 2 Subject: 1240222\n",
+      "Iter: 2 Subject: 909770\n",
+      "--------------------------------------------------\n",
+      "Subject: 724879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905982\n",
+      "Iter: 3 Subject: 1240222\n",
+      "Iter: 1 Subject: 724879\n",
+      "--------------------------------------------------\n",
+      "Subject: 909719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909770\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724879\n",
+      "Iter: 1 Subject: 909719Iter: 1 Subject: 1240178\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298232 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908131\n",
+      "Iter: 2 Subject: 1240178\n",
+      "Iter: 2 Subject: 909719\n",
+      "Iter: 1 Subject: 1298232\n",
+      "Iter: 2 Subject: 908131\n",
+      "Iter: 3 Subject: 1240178\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299075 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909719\n",
+      "--------------------------------------------------\n",
+      "Subject: 909785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298232\n",
+      "Iter: 4 Subject: 909719\n",
+      "Iter: 3 Subject: 1298232\n",
+      "Iter: 1 Subject: 1299075\n",
+      "Iter: 1 Subject: 909785\n",
+      "Iter: 5 Subject: 909719\n",
+      "--------------------------------------------------\n",
+      "Subject: 687592 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299075\n",
+      "Iter: 2 Subject: 909785\n",
+      "--------------------------------------------------\n",
+      "Subject: 946356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687592\n",
+      "Iter: 3 Subject: 909785\n",
+      "Iter: 1 Subject: 946356\n",
+      "Iter: 1 Subject: 909771\n",
+      "Iter: 2 Subject: 687592\n",
+      "Iter: 4 Subject: 909785\n",
+      "Iter: 2 Subject: 946356\n",
+      "--------------------------------------------------\n",
+      "Subject: 909739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 909771\n",
+      "\n",
+      "Iter: 3 Subject: 687592\n",
+      "Iter: 3 Subject: 946356\n",
+      "--------------------------------------------------\n",
+      "Subject: 1247871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909739\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1247871\n",
+      "Iter: 2 Subject: 909739\n",
+      "Iter: 1 Subject: 905959\n",
+      "Iter: 2 Subject: 1247871\n",
+      "Iter: 1 Subject: 910906\n",
+      "--------------------------------------------------\n",
+      "Subject: 908141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905959\n",
+      "--------------------------------------------------\n",
+      "Subject: 908136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910906\n",
+      "--------------------------------------------------\n",
+      "Subject: 753615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908136--------------------------------------------------\n",
+      "\n",
+      "Subject: 1331048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908141\n",
+      "Iter: 1 Subject: 753615\n",
+      "Iter: 2 Subject: 908136\n",
+      "Iter: 1 Subject: 1331048\n",
+      "Iter: 2 Subject: 908141\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299080 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331048\n",
+      "Iter: 2 Subject: 753615\n",
+      "Iter: 3 Subject: 908141\n",
+      "--------------------------------------------------\n",
+      "Subject: 905981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 1299080\n",
+      "Subject: 946354 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905981\n",
+      "Iter: 2 Subject: 1299080\n",
+      "Iter: 1 Subject: 946354\n",
+      "Iter: 2 Subject: 905981\n",
+      "Iter: 1 Subject: 1299064\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331038 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 946354\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905981\n",
+      "Iter: 2 Subject: 1299064\n",
+      "Iter: 3 Subject: 946354\n",
+      "--------------------------------------------------\n",
+      "Subject: 909725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331038\n",
+      "Iter: 3 Subject: 1299064\n",
+      "--------------------------------------------------\n",
+      "Subject: 909755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909725\n",
+      "--------------------------------------------------\n",
+      "Subject: 724812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331038\n",
+      "Iter: 1 Subject: 909755\n",
+      "Iter: 2 Subject: 909725\n",
+      "Iter: 1 Subject: 724812\n",
+      "Iter: 3 Subject: 1331038\n",
+      "Iter: 2 Subject: 909755\n",
+      "Iter: 2 Subject: 724812\n",
+      "--------------------------------------------------\n",
+      "Subject: 908151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 724812\n",
+      "\n",
+      "Subject: 905946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909755\n",
+      "Iter: 1 Subject: 908151\n",
+      "--------------------------------------------------\n",
+      "Subject: 724838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905946\n",
+      "Iter: 2 Subject: 908151\n",
+      "Iter: 1 Subject: 909780\n",
+      "Iter: 1 Subject: 724838\n",
+      "Iter: 2 Subject: 905946\n",
+      "Iter: 3 Subject: 908151\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909780\n",
+      "--------------------------------------------------Iter: 2 Subject: 724838\n",
+      "\n",
+      "Subject: 713885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724838\n",
+      "Iter: 1 Subject: 1331049\n",
+      "Iter: 1 Subject: 713885\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753614\n",
+      "Iter: 2 Subject: 1331049\n",
+      "Iter: 2 Subject: 713885\n",
+      "Iter: 1 Subject: 1240223\n",
+      "Iter: 2 Subject: 753614\n",
+      "--------------------------------------------------\n",
+      "Subject: 905956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240223\n",
+      "--------------------------------------------------\n",
+      "Subject: 905962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910907\n",
+      "Iter: 1 Subject: 905956\n",
+      "Iter: 3 Subject: 1240223\n",
+      "Iter: 2 Subject: 910907Iter: 1 Subject: 905962\n",
+      "\n",
+      "Iter: 2 Subject: 905956\n",
+      "--------------------------------------------------\n",
+      "Subject: 905945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 925339 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905962\n",
+      "\n",
+      "Subject: 908139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905962\n",
+      "Iter: 1 Subject: 908139\n",
+      "Iter: 1 Subject: 925339\n",
+      "Iter: 4 Subject: 905962\n",
+      "Iter: 1 Subject: 905945\n",
+      "Iter: 2 Subject: 908139\n",
+      "Iter: 2 Subject: 925339--------------------------------------------------\n",
+      "Subject: 905983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905945\n",
+      "--------------------------------------------------\n",
+      "Subject: 688121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925339\n",
+      "Iter: 1 Subject: 905983\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905945\n",
+      "Iter: 1 Subject: 688121\n",
+      "Iter: 2 Subject: 905983\n",
+      "--------------------------------------------------\n",
+      "Subject: 909708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1331050\n",
+      "Iter: 2 Subject: 688121\n",
+      "Iter: 4 Subject: 905945\n",
+      "--------------------------------------------------\n",
+      "Subject: 735784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909708\n",
+      "Iter: 2 Subject: 1331050\n",
+      "--------------------------------------------------\n",
+      "Subject: 909773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 735784\n",
+      "Iter: 2 Subject: 909708\n",
+      "Iter: 3 Subject: 1331050\n",
+      "Iter: 1 Subject: 909773\n",
+      "Iter: 2 Subject: 735784Iter: 3 Subject: 909708\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 735784Subject: 909756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909773\n",
+      "\n",
+      "Iter: 1 Subject: 909716\n",
+      "Iter: 1 Subject: 909756\n",
+      "--------------------------------------------------\n",
+      "Subject: 909736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909773\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 909716\n",
+      "--------------------------------------------------\n",
+      "Subject: 687586 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909756\n",
+      "--------------------------------------------------\n",
+      "Subject: 908138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909736\n",
+      "--------------------------------------------------\n",
+      "Subject: 907799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908138\n",
+      "Iter: 2 Subject: 909736\n",
+      "Iter: 1 Subject: 687586\n",
+      "Iter: 1 Subject: 907799\n",
+      "Iter: 3 Subject: 909736\n",
+      "Iter: 2 Subject: 908138\n",
+      "Iter: 2 Subject: 687586\n",
+      "--------------------------------------------------\n",
+      "Subject: 687590 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299076 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907799\n",
+      "Iter: 1 Subject: 687590\n",
+      "Iter: 1 Subject: 909779\n",
+      "Iter: 1 Subject: 1299076\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909779\n",
+      "Iter: 2 Subject: 687590\n",
+      "Iter: 1 Subject: 1299051Iter: 2 Subject: 1299076\n",
+      "\n",
+      "Iter: 3 Subject: 909779\n",
+      "--------------------------------------------------\n",
+      "Subject: 946355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299051--------------------------------------------------\n",
+      "Subject: 1331033 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 946355\n",
+      "Iter: 1 Subject: 687459\n",
+      "Iter: 3 Subject: 1299051\n",
+      "Iter: 1 Subject: 1331033\n",
+      "Iter: 2 Subject: 687459\n",
+      "Iter: 2 Subject: 946355\n",
+      "--------------------------------------------------\n",
+      "Subject: 905954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331033\n",
+      "Iter: 3 Subject: 946355\n",
+      "Iter: 1 Subject: 905954\n",
+      "Iter: 3 Subject: 1331033\n",
+      "--------------------------------------------------\n",
+      "Subject: 909761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909742\n",
+      "Iter: 2 Subject: 905954\n",
+      "--------------------------------------------------\n",
+      "Subject: 1287381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905954\n",
+      "Iter: 2 Subject: 909742\n",
+      "Iter: 1 Subject: 909761\n",
+      "Iter: 2 Subject: 909761\n",
+      "Iter: 1 Subject: 1287381\n",
+      "--------------------------------------------------\n",
+      "Subject: 910784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910784\n",
+      "Iter: 2 Subject: 1287381\n",
+      "Iter: 1 Subject: 924104Iter: 1 Subject: 906801\n",
+      "\n",
+      "Iter: 3 Subject: 1287381Iter: 2 Subject: 924104\n",
+      "\n",
+      "Iter: 2 Subject: 910784\n",
+      "Iter: 2 Subject: 906801\n",
+      "--------------------------------------------------\n",
+      "Subject: 753538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910852 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 906820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910784\n",
+      "--------------------------------------------------\n",
+      "Subject: 753547 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 906820\n",
+      "\n",
+      "Iter: 1 Subject: 910852--------------------------------------------------\n",
+      "Iter: 1 Subject: 753538\n",
+      "\n",
+      "Iter: 2 Subject: 906820\n",
+      "Iter: 2 Subject: 753538\n",
+      "Iter: 1 Subject: 753547\n",
+      "Iter: 2 Subject: 910852\n",
+      "Iter: 3 Subject: 906820\n",
+      "Iter: 3 Subject: 753538\n",
+      "Iter: 2 Subject: 753547\n",
+      "--------------------------------------------------\n",
+      "Subject: 906807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910852\n",
+      "--------------------------------------------------Iter: 1 Subject: 906807\n",
+      "\n",
+      "Subject: 906839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753547\n",
+      "--------------------------------------------------\n",
+      "Subject: 906853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906807Iter: 1 Subject: 906853\n",
+      "\n",
+      "Iter: 1 Subject: 906839\n",
+      "Iter: 2 Subject: 906853\n",
+      "Iter: 2 Subject: 906839\n",
+      "Iter: 1 Subject: 910924Iter: 3 Subject: 906807\n",
+      "\n",
+      "Iter: 3 Subject: 906839\n",
+      "Iter: 2 Subject: 910924\n",
+      "--------------------------------------------------\n",
+      "Subject: 905950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 906696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905950\n",
+      "Iter: 1 Subject: 906763\n",
+      "Iter: 1 Subject: 906696\n",
+      "Iter: 1 Subject: 905963\n",
+      "Iter: 2 Subject: 905950\n",
+      "Iter: 2 Subject: 906763\n",
+      "Iter: 2 Subject: 906696\n",
+      "Iter: 3 Subject: 905950Iter: 2 Subject: 905963\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905963Subject: 1290765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906696\n",
+      "Iter: 1 Subject: 906818\n",
+      "--------------------------------------------------\n",
+      "Subject: 910692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 906818\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 946368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290765\n",
+      "--------------------------------------------------\n",
+      "Subject: 907295 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910692\n",
+      "Iter: 1 Subject: 946368\n",
+      "Iter: 2 Subject: 1290765\n",
+      "Iter: 2 Subject: 910692\n",
+      "Iter: 1 Subject: 907295\n",
+      "Iter: 3 Subject: 1290765\n",
+      "Iter: 2 Subject: 946368\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 906855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 687561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 907295\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946368\n",
+      "--------------------------------------------------\n",
+      "Subject: 906793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906855\n",
+      "Iter: 1 Subject: 906793Iter: 1 Subject: 687561\n",
+      "\n",
+      "Iter: 1 Subject: 910933\n",
+      "Iter: 2 Subject: 906855\n",
+      "Iter: 2 Subject: 687561\n",
+      "Iter: 2 Subject: 906793\n",
+      "--------------------------------------------------\n",
+      "Subject: 753616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910933\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905951 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 910943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753616\n",
+      "Iter: 1 Subject: 905951\n",
+      "Iter: 1 Subject: 910943\n",
+      "Iter: 1 Subject: 910689\n",
+      "Iter: 2 Subject: 753616\n",
+      "Iter: 2 Subject: 905951\n",
+      "Iter: 2 Subject: 910943\n",
+      "Iter: 2 Subject: 910689\n",
+      "Iter: 3 Subject: 905951\n",
+      "Iter: 3 Subject: 753616\n",
+      "--------------------------------------------------\n",
+      "Subject: 910915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910943Iter: 3 Subject: 910689\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910915\n",
+      "--------------------------------------------------\n",
+      "Subject: 910936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906808\n",
+      "Iter: 2 Subject: 910915\n",
+      "Iter: 2 Subject: 906808\n",
+      "Iter: 1 Subject: 910936\n",
+      "Iter: 1 Subject: 1290797\n",
+      "--------------------------------------------------\n",
+      "Subject: 949156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290797\n",
+      "Iter: 2 Subject: 910936\n",
+      "--------------------------------------------------\n",
+      "Subject: 910697 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 949156\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 906800\n",
+      "Iter: 3 Subject: 910936\n",
+      "Iter: 2 Subject: 949156\n",
+      "Iter: 1 Subject: 910697\n",
+      "Iter: 2 Subject: 906800\n",
+      "Iter: 3 Subject: 949156--------------------------------------------------\n",
+      "Subject: 910781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 906800\n",
+      "Iter: 2 Subject: 910697\n",
+      "Iter: 1 Subject: 910781--------------------------------------------------\n",
+      "Subject: 753534 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 949093 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753534\n",
+      "Iter: 3 Subject: 910697\n",
+      "Iter: 2 Subject: 910781\n",
+      "Iter: 1 Subject: 949093\n",
+      "Iter: 2 Subject: 753534\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910781Subject: 946382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949093--------------------------------------------------\n",
+      "\n",
+      "Subject: 910569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910569\n",
+      "Iter: 1 Subject: 946382\n",
+      "Iter: 1 Subject: 906824\n",
+      "Iter: 1 Subject: 906805\n",
+      "--------------------------------------------------\n",
+      "Subject: 946373 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906824\n",
+      "Iter: 2 Subject: 906805\n",
+      "Iter: 2 Subject: 946382\n",
+      "--------------------------------------------------\n",
+      "Subject: 905935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946373--------------------------------------------------\n",
+      "Subject: 1240127 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 946382\n",
+      "Iter: 1 Subject: 1240127\n",
+      "Iter: 2 Subject: 946373\n",
+      "Iter: 1 Subject: 905935\n",
+      "--------------------------------------------------\n",
+      "Subject: 910922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240127\n",
+      "Iter: 2 Subject: 905935\n",
+      "Iter: 1 Subject: 910922\n",
+      "--------------------------------------------------\n",
+      "Subject: 906765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910934\n",
+      "--------------------------------------------------\n",
+      "Subject: 910698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910922\n",
+      "Iter: 2 Subject: 910934\n",
+      "Iter: 1 Subject: 906765\n",
+      "Iter: 1 Subject: 910698\n",
+      "Iter: 3 Subject: 910922\n",
+      "Iter: 3 Subject: 910934\n",
+      "Iter: 2 Subject: 906765\n",
+      "Iter: 2 Subject: 910698\n",
+      "--------------------------------------------------\n",
+      "Subject: 910710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687505 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910698\n",
+      "Iter: 1 Subject: 724859\n",
+      "--------------------------------------------------\n",
+      "Subject: 906814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910710\n",
+      "Iter: 1 Subject: 687505\n",
+      "Iter: 2 Subject: 724859\n",
+      "Iter: 2 Subject: 687505\n",
+      "Iter: 2 Subject: 910710--------------------------------------------------\n",
+      "Subject: 687780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906814\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910710\n",
+      "Iter: 1 Subject: 687780\n",
+      "Iter: 2 Subject: 906814\n",
+      "Iter: 1 Subject: 906833\n",
+      "Iter: 4 Subject: 910710\n",
+      "Iter: 3 Subject: 906814\n",
+      "Iter: 2 Subject: 687780\n",
+      "Iter: 2 Subject: 906833\n",
+      "--------------------------------------------------\n",
+      "Subject: 906843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240128 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906833\n",
+      "Iter: 3 Subject: 687780\n",
+      "--------------------------------------------------\n",
+      "Subject: 906795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906843\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 687780\n",
+      "Iter: 1 Subject: 1240128\n",
+      "Iter: 1 Subject: 906795Iter: 2 Subject: 906843\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 910925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753535 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906795\n",
+      "Iter: 1 Subject: 910925\n",
+      "--------------------------------------------------\n",
+      "Subject: 910700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910687\n",
+      "Iter: 2 Subject: 910925\n",
+      "Iter: 1 Subject: 753535--------------------------------------------------\n",
+      "\n",
+      "Subject: 753624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910700\n",
+      "Iter: 2 Subject: 753535\n",
+      "Iter: 1 Subject: 753624Iter: 2 Subject: 910687\n",
+      "\n",
+      "Iter: 2 Subject: 910700\n",
+      "--------------------------------------------------\n",
+      "Subject: 910703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753535\n",
+      "--------------------------------------------------\n",
+      "Subject: 906821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753624\n",
+      "--------------------------------------------------\n",
+      "Subject: 924105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910703\n",
+      "Iter: 3 Subject: 753624Iter: 1 Subject: 906821\n",
+      "\n",
+      "Iter: 1 Subject: 924105\n",
+      "Iter: 2 Subject: 910703\n",
+      "--------------------------------------------------\n",
+      "Subject: 906837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 906821\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 924105\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906821\n",
+      "Iter: 3 Subject: 924105\n",
+      "Iter: 1 Subject: 906837\n",
+      "--------------------------------------------------Iter: 1 Subject: 906832\n",
+      "\n",
+      "Subject: 949167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906837\n",
+      "Iter: 2 Subject: 906832\n",
+      "Iter: 1 Subject: 949167\n",
+      "Iter: 1 Subject: 910921\n",
+      "Iter: 3 Subject: 906832\n",
+      "--------------------------------------------------\n",
+      "Subject: 905949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949167\n",
+      "--------------------------------------------------\n",
+      "Subject: 910705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910921\n",
+      "Iter: 3 Subject: 949167\n",
+      "Iter: 1 Subject: 905949\n",
+      "Iter: 3 Subject: 910921\n",
+      "Iter: 1 Subject: 910705\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905949\n",
+      "Iter: 2 Subject: 910705\n",
+      "--------------------------------------------------\n",
+      "Subject: 910850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240122\n",
+      "Iter: 3 Subject: 905949\n",
+      "Iter: 3 Subject: 910705\n",
+      "Iter: 1 Subject: 910850\n",
+      "--------------------------------------------------\n",
+      "Subject: 910853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 924107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240122\n",
+      "Iter: 2 Subject: 910850\n",
+      "Iter: 1 Subject: 910853Iter: 1 Subject: 924107\n",
+      "\n",
+      "Iter: 3 Subject: 1240122\n",
+      "--------------------------------------------------\n",
+      "Subject: 906812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910853Iter: 4 Subject: 1240122\n",
+      "\n",
+      "Iter: 2 Subject: 924107\n",
+      "Iter: 1 Subject: 906812\n",
+      "--------------------------------------------------\n",
+      "Subject: 753548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924107\n",
+      "Iter: 2 Subject: 906812\n",
+      "Iter: 1 Subject: 906838\n",
+      "Iter: 1 Subject: 753548\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 906851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------Subject: 684062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684062\n",
+      "Iter: 2 Subject: 906838Iter: 2 Subject: 753548\n",
+      "\n",
+      "Iter: 1 Subject: 906851\n",
+      "--------------------------------------------------\n",
+      "Subject: 687563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684062\n",
+      "Iter: 3 Subject: 753548\n",
+      "Iter: 2 Subject: 906851\n",
+      "--------------------------------------------------\n",
+      "Subject: 684052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 910919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906851\n",
+      "Iter: 1 Subject: 684052\n",
+      "Iter: 2 Subject: 687563\n",
+      "--------------------------------------------------\n",
+      "Subject: 906829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910919\n",
+      "--------------------------------------------------\n",
+      "Subject: 910941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910919\n",
+      "Iter: 1 Subject: 906829\n",
+      "Iter: 1 Subject: 906827\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910941\n",
+      "Iter: 2 Subject: 910941\n",
+      "Iter: 2 Subject: 906829\n",
+      "Iter: 2 Subject: 906827\n",
+      "Iter: 1 Subject: 1290773\n",
+      "--------------------------------------------------\n",
+      "Subject: 687596 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 906841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 1290773\n",
+      "\n",
+      "Iter: 1 Subject: 687596\n",
+      "Iter: 1 Subject: 906841\n",
+      "--------------------------------------------------\n",
+      "Subject: 949163 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906852\n",
+      "Iter: 2 Subject: 687596\n",
+      "Iter: 2 Subject: 906841\n",
+      "Iter: 1 Subject: 949163\n",
+      "--------------------------------------------------\n",
+      "Subject: 908125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906852\n",
+      "Iter: 3 Subject: 906841\n",
+      "Iter: 3 Subject: 906852\n",
+      "Iter: 2 Subject: 949163\n",
+      "--------------------------------------------------Iter: 1 Subject: 908125\n",
+      "Subject: 905984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 909743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753572 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908125\n",
+      "Iter: 1 Subject: 905984\n",
+      "Iter: 1 Subject: 909743\n",
+      "Iter: 2 Subject: 905984\n",
+      "Iter: 1 Subject: 753572\n",
+      "--------------------------------------------------\n",
+      "Subject: 909976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905984Iter: 2 Subject: 909743\n",
+      "\n",
+      "Iter: 2 Subject: 753572\n",
+      "Iter: 1 Subject: 909976--------------------------------------------------\n",
+      "\n",
+      "Subject: 909720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753572--------------------------------------------------\n",
+      "\n",
+      "Subject: 907290 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909976\n",
+      "--------------------------------------------------\n",
+      "Subject: 907050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 909720--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 907050Iter: 1 Subject: 907290\n",
+      "\n",
+      "Iter: 2 Subject: 909720\n",
+      "Iter: 1 Subject: 909754\n",
+      "Iter: 2 Subject: 907050\n",
+      "Iter: 2 Subject: 907290\n",
+      "Iter: 3 Subject: 909720\n",
+      "Iter: 2 Subject: 909754\n",
+      "--------------------------------------------------\n",
+      "Subject: 905973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907050Iter: 3 Subject: 907290\n",
+      "\n",
+      "Iter: 3 Subject: 909754\n",
+      "Iter: 1 Subject: 905973\n",
+      "--------------------------------------------------\n",
+      "Subject: 907176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905973\n",
+      "Iter: 1 Subject: 907176\n",
+      "Iter: 1 Subject: 1240157\n",
+      "Iter: 1 Subject: 905960\n",
+      "Iter: 2 Subject: 907176\n",
+      "--------------------------------------------------\n",
+      "Subject: 724872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240157\n",
+      "--------------------------------------------------\n",
+      "Subject: 684072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905960\n",
+      "Iter: 3 Subject: 1240157\n",
+      "Iter: 1 Subject: 724872\n",
+      "Iter: 1 Subject: 684072\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724872\n",
+      "Iter: 2 Subject: 684072\n",
+      "Iter: 1 Subject: 1240166\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Iter: 1 Subject: 1298215\n",
+      "\n",
+      "Subject: 1298141 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 907049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240166\n",
+      "Iter: 2 Subject: 1298215\n",
+      "Iter: 1 Subject: 907049\n",
+      "Iter: 1 Subject: 1298141\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298215\n",
+      "Iter: 2 Subject: 907049\n",
+      "Iter: 2 Subject: 1298141\n",
+      "--------------------------------------------------\n",
+      "Subject: 909757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Subject: 753559 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907270 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240146\n",
+      "Iter: 1 Subject: 909757\n",
+      "Iter: 1 Subject: 753559\n",
+      "Iter: 1 Subject: 907270\n",
+      "Iter: 2 Subject: 1240146\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 908121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Subject: 1240158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907270\n",
+      "--------------------------------------------------\n",
+      "Subject: 909713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908121\n",
+      "Iter: 1 Subject: 1240158\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240219 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909713\n",
+      "Iter: 2 Subject: 908121\n",
+      "Iter: 2 Subject: 1240158\n",
+      "Iter: 1 Subject: 1240219\n",
+      "Iter: 2 Subject: 909713\n",
+      "--------------------------------------------------\n",
+      "Subject: 909730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240158Iter: 2 Subject: 1240219\n",
+      "\n",
+      "Iter: 1 Subject: 909730Iter: 3 Subject: 909713\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907282 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909713\n",
+      "Iter: 2 Subject: 909730\n",
+      "Iter: 1 Subject: 907282\n",
+      "--------------------------------------------------Iter: 1 Subject: 907062\n",
+      "\n",
+      "Subject: 907059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 907064 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907282\n",
+      "Iter: 2 Subject: 907062Iter: 1 Subject: 907064\n",
+      "\n",
+      "Iter: 1 Subject: 907059\n",
+      "--------------------------------------------------\n",
+      "Subject: 924247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907064\n",
+      "Iter: 3 Subject: 907062\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907059Iter: 1 Subject: 924247\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907059\n",
+      "Iter: 2 Subject: 924247\n",
+      "Iter: 1 Subject: 1327771\n",
+      "Iter: 1 Subject: 1327769Iter: 4 Subject: 907059\n",
+      "--------------------------------------------------\n",
+      "Subject: 907171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 1327771\n",
+      "--------------------------------------------------\n",
+      "Subject: 908122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327771\n",
+      "Iter: 1 Subject: 907171\n",
+      "Iter: 2 Subject: 1327769\n",
+      "Iter: 2 Subject: 907171\n",
+      "--------------------------------------------------\n",
+      "Subject: 910946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 1327769\n",
+      "Iter: 1 Subject: 908122\n",
+      "Iter: 1 Subject: 910946\n",
+      "Iter: 3 Subject: 907171\n",
+      "--------------------------------------------------\n",
+      "Subject: 909728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908122\n",
+      "Iter: 2 Subject: 910946\n",
+      "Iter: 1 Subject: 909728\n",
+      "Iter: 1 Subject: 909732\n",
+      "Iter: 3 Subject: 908122\n",
+      "Iter: 3 Subject: 910946\n",
+      "Iter: 2 Subject: 909728\n",
+      "Iter: 2 Subject: 909732\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298216 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909728\n",
+      "--------------------------------------------------\n",
+      "Subject: 753558 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298216\n",
+      "Iter: 1 Subject: 907066\n",
+      "Iter: 3 Subject: 909732\n",
+      "Iter: 1 Subject: 753558\n",
+      "Iter: 2 Subject: 1298216\n",
+      "Iter: 4 Subject: 909732\n",
+      "Iter: 2 Subject: 907066\n",
+      "--------------------------------------------------\n",
+      "Subject: 724869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298216Iter: 2 Subject: 753558\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 724869\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753558\n",
+      "Iter: 1 Subject: 909758--------------------------------------------------\n",
+      "\n",
+      "Subject: 907391 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1327766Iter: 2 Subject: 724869\n",
+      "\n",
+      "Iter: 2 Subject: 909758\n",
+      "Iter: 1 Subject: 907391\n",
+      "--------------------------------------------------\n",
+      "Subject: 910779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909758Iter: 2 Subject: 1327766\n",
+      "\n",
+      "Iter: 2 Subject: 907391\n",
+      "Iter: 1 Subject: 910779\n",
+      "Iter: 3 Subject: 1327766\n",
+      "--------------------------------------------------\n",
+      "Subject: 713880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910779\n",
+      "Iter: 1 Subject: 713880\n",
+      "--------------------------------------------------\n",
+      "Subject: 909729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930298 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905965\n",
+      "Iter: 2 Subject: 713880\n",
+      "Iter: 1 Subject: 909729\n",
+      "Iter: 2 Subject: 905965Iter: 1 Subject: 930298\n",
+      "\n",
+      "Iter: 2 Subject: 909729\n",
+      "--------------------------------------------------\n",
+      "Subject: 753569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907042 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930298\n",
+      "--------------------------------------------------\n",
+      "Subject: 907287 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753569\n",
+      "Iter: 3 Subject: 930298\n",
+      "Iter: 1 Subject: 907042\n",
+      "Iter: 1 Subject: 907287\n",
+      "--------------------------------------------------\n",
+      "Subject: 753612 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 753569\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907042\n",
+      "Iter: 2 Subject: 907287\n",
+      "--------------------------------------------------\n",
+      "Subject: 907268 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753612\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907287\n",
+      "--------------------------------------------------Iter: 1 Subject: 1240159\n",
+      "\n",
+      "Subject: 1240155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 753612\n",
+      "\n",
+      "Iter: 1 Subject: 907268\n",
+      "Iter: 2 Subject: 1240159\n",
+      "Iter: 1 Subject: 1240155\n",
+      "Iter: 2 Subject: 907268\n",
+      "Iter: 3 Subject: 753612Iter: 3 Subject: 1240159\n",
+      "\n",
+      "Iter: 2 Subject: 1240155\n",
+      "--------------------------------------------------\n",
+      "Subject: 910911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907268\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299070 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240215 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 910911\n",
+      "\n",
+      "Subject: 909721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299070\n",
+      "Iter: 1 Subject: 1240215\n",
+      "Iter: 2 Subject: 910911\n",
+      "Iter: 1 Subject: 909721\n",
+      "Iter: 2 Subject: 1299070\n",
+      "Iter: 2 Subject: 1240215\n",
+      "Iter: 2 Subject: 909721\n",
+      "Iter: 3 Subject: 910911\n",
+      "--------------------------------------------------\n",
+      "Subject: 907274 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240215--------------------------------------------------\n",
+      "Subject: 907286 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 949153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907286\n",
+      "Iter: 1 Subject: 949153Iter: 1 Subject: 907274\n",
+      "\n",
+      "Iter: 1 Subject: 907057\n",
+      "Iter: 2 Subject: 949153Iter: 2 Subject: 907286\n",
+      "\n",
+      "Iter: 2 Subject: 907274\n",
+      "Iter: 3 Subject: 949153\n",
+      "Iter: 2 Subject: 907057\n",
+      "Iter: 3 Subject: 907286\n",
+      "--------------------------------------------------\n",
+      "Subject: 909731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907274\n",
+      "Iter: 3 Subject: 907057\n",
+      "Iter: 4 Subject: 907286\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 909731Subject: 753566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Subject: 1240160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 907274\n",
+      "Iter: 2 Subject: 909731\n",
+      "Iter: 1 Subject: 753566\n",
+      "Iter: 5 Subject: 907274\n",
+      "Iter: 1 Subject: 1240160\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240153 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753566\n",
+      "Iter: 6 Subject: 907274\n",
+      "Iter: 2 Subject: 1240160Iter: 1 Subject: 1240153\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 724878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1299050 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 1299059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240153\n",
+      "Iter: 1 Subject: 1299050\n",
+      "Iter: 1 Subject: 724878\n",
+      "Iter: 1 Subject: 1299059\n",
+      "--------------------------------------------------\n",
+      "Subject: 909722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724878\n",
+      "Iter: 2 Subject: 1299059Iter: 2 Subject: 1299050\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909722\n",
+      "Iter: 3 Subject: 1299059\n",
+      "Iter: 3 Subject: 1299050\n",
+      "Iter: 2 Subject: 909722\n",
+      "Iter: 1 Subject: 909726\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 907073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909726Iter: 1 Subject: 905972\n",
+      "\n",
+      "Iter: 1 Subject: 1240154\n",
+      "Iter: 1 Subject: 907073\n",
+      "Iter: 2 Subject: 1240154\n",
+      "Iter: 3 Subject: 909726\n",
+      "Iter: 2 Subject: 907073\n",
+      "Iter: 2 Subject: 905972\n",
+      "--------------------------------------------------\n",
+      "Subject: 753564 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905972\n",
+      "Iter: 1 Subject: 753564\n",
+      "Iter: 1 Subject: 907175\n",
+      "--------------------------------------------------\n",
+      "Subject: 905968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753610 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 1240161\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907175\n",
+      "--------------------------------------------------\n",
+      "Subject: 910209 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240161\n",
+      "Iter: 1 Subject: 905968\n",
+      "Iter: 1 Subject: 753610\n",
+      "Iter: 1 Subject: 910209\n",
+      "--------------------------------------------------\n",
+      "Subject: 909724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 905968\n",
+      "\n",
+      "Iter: 2 Subject: 753610\n",
+      "Iter: 2 Subject: 910209\n",
+      "--------------------------------------------------\n",
+      "Subject: 753563 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909724\n",
+      "Iter: 3 Subject: 753610\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298222 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909724\n",
+      "Iter: 4 Subject: 753610\n",
+      "Iter: 1 Subject: 753563\n",
+      "Iter: 1 Subject: 1298222\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 1290922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 687509 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753563\n",
+      "Iter: 2 Subject: 1298222\n",
+      "Iter: 1 Subject: 687509Iter: 3 Subject: 753563\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753565 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290922\n",
+      "--------------------------------------------------\n",
+      "Subject: 907170 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687509\n",
+      "Iter: 2 Subject: 1290922\n",
+      "Iter: 1 Subject: 753565\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290922\n",
+      "Iter: 1 Subject: 907170\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753565\n",
+      "Iter: 1 Subject: 1327765\n",
+      "--------------------------------------------------\n",
+      "Subject: 1327761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753565\n",
+      "Iter: 1 Subject: 1240162\n",
+      "Iter: 2 Subject: 1327765\n",
+      "--------------------------------------------------\n",
+      "Subject: 906862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1327761\n",
+      "Iter: 2 Subject: 1240162\n",
+      "Iter: 3 Subject: 1327765\n",
+      "Iter: 2 Subject: 1327761\n",
+      "Iter: 1 Subject: 906862\n",
+      "Iter: 3 Subject: 1240162\n",
+      "--------------------------------------------------\n",
+      "Subject: 753554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327761\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906862\n",
+      "--------------------------------------------------\n",
+      "Subject: 924108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 753554\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290722\n",
+      "Iter: 2 Subject: 753554\n",
+      "Iter: 1 Subject: 753546Iter: 1 Subject: 924108\n",
+      "\n",
+      "Iter: 3 Subject: 753554\n",
+      "Iter: 2 Subject: 924108\n",
+      "Iter: 2 Subject: 753546\n",
+      "Iter: 2 Subject: 1290722\n",
+      "Iter: 3 Subject: 924108\n",
+      "--------------------------------------------------\n",
+      "Subject: 946370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290722\n",
+      "--------------------------------------------------\n",
+      "Subject: 905938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946370Iter: 1 Subject: 949165\n",
+      "\n",
+      "Iter: 1 Subject: 905938\n",
+      "Iter: 1 Subject: 749714\n",
+      "Iter: 2 Subject: 949165\n",
+      "Iter: 2 Subject: 946370\n",
+      "Iter: 2 Subject: 905938\n",
+      "Iter: 2 Subject: 749714\n",
+      "--------------------------------------------------\n",
+      "Subject: 907053 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 749714\n",
+      "Iter: 1 Subject: 907053\n",
+      "--------------------------------------------------\n",
+      "Subject: 684059 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907053\n",
+      "Iter: 1 Subject: 1303900\n",
+      "Iter: 1 Subject: 1290906\n",
+      "--------------------------------------------------\n",
+      "Subject: 1295741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 684059\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1303900\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 684059Subject: 906804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1290906\n",
+      "--------------------------------------------------\n",
+      "Subject: 906836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1295741\n",
+      "Iter: 1 Subject: 906804\n",
+      "Iter: 1 Subject: 906848\n",
+      "Iter: 1 Subject: 906836\n",
+      "Iter: 2 Subject: 906848\n",
+      "Iter: 2 Subject: 1295741\n",
+      "Iter: 2 Subject: 906804\n",
+      "Iter: 2 Subject: 906836\n",
+      "Iter: 3 Subject: 906804\n",
+      "--------------------------------------------------\n",
+      "Subject: 949166 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 907061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907072 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1295741\n",
+      "Iter: 1 Subject: 949166\n",
+      "Iter: 1 Subject: 907061\n",
+      "Iter: 1 Subject: 907072Iter: 2 Subject: 949166Iter: 4 Subject: 1295741\n",
+      "\n",
+      "\n",
+      "Iter: 2 Subject: 907061\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298136 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907072\n",
+      "Iter: 5 Subject: 1295741\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240149 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 905971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 911905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298136\n",
+      "Iter: 2 Subject: 1298136Iter: 1 Subject: 905971\n",
+      "\n",
+      "Iter: 1 Subject: 1240149\n",
+      "Iter: 1 Subject: 911905\n",
+      "--------------------------------------------------\n",
+      "Subject: 1287706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905971\n",
+      "Iter: 2 Subject: 1240149\n",
+      "Iter: 2 Subject: 911905\n",
+      "Iter: 3 Subject: 905971\n",
+      "Iter: 1 Subject: 1287706\n",
+      "Iter: 3 Subject: 1240149--------------------------------------------------\n",
+      "\n",
+      "Subject: 753531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 911905\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1287706\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753531\n",
+      "Subject: 906849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290769\n",
+      "Iter: 1 Subject: 946369Iter: 1 Subject: 906849\n",
+      "\n",
+      "Iter: 2 Subject: 753531\n",
+      "Iter: 2 Subject: 1290769\n",
+      "Iter: 2 Subject: 906849\n",
+      "Iter: 2 Subject: 946369Iter: 3 Subject: 753531\n",
+      "\n",
+      "Iter: 3 Subject: 1290769\n",
+      "--------------------------------------------------\n",
+      "Subject: 905970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 753531--------------------------------------------------\n",
+      "Subject: 907285 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 946369\n",
+      "----------------------------------------------------------------------------------------------------Iter: 1 Subject: 905970\n",
+      "Subject: 907055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 907051 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907285\n",
+      "--------------------------------------------------\n",
+      "Subject: 907043 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907051\n",
+      "Iter: 1 Subject: 907055\n",
+      "Iter: 2 Subject: 907285\n",
+      "Iter: 2 Subject: 907051\n",
+      "Iter: 3 Subject: 907285\n",
+      "Iter: 1 Subject: 907043\n",
+      "Iter: 2 Subject: 907055\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 949164 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 1290907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 907043\n",
+      "Subject: 910851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 949164\n",
+      "Iter: 1 Subject: 1290907\n",
+      "Iter: 2 Subject: 949164\n",
+      "Iter: 3 Subject: 907043\n",
+      "Iter: 1 Subject: 910851Iter: 2 Subject: 1290907\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753532 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949164\n",
+      "Iter: 2 Subject: 910851Iter: 1 Subject: 753532--------------------------------------------------\n",
+      "Subject: 1240123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 946367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910851\n",
+      "Iter: 2 Subject: 753532\n",
+      "Iter: 1 Subject: 1240123\n",
+      "Iter: 1 Subject: 946367\n",
+      "Iter: 3 Subject: 753532\n",
+      "--------------------------------------------------\n",
+      "Subject: 684057 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240123\n",
+      "Iter: 2 Subject: 946367\n",
+      "--------------------------------------------------\n",
+      "Subject: 906856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240123\n",
+      "Iter: 1 Subject: 684057\n",
+      "Iter: 3 Subject: 946367\n",
+      "Iter: 1 Subject: 906856Iter: 4 Subject: 1240123\n",
+      "\n",
+      "Iter: 2 Subject: 684057\n",
+      "--------------------------------------------------\n",
+      "Subject: 924111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924111\n",
+      "--------------------------------------------------\n",
+      "Subject: 924151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906856\n",
+      "Iter: 1 Subject: 1240145\n",
+      "Iter: 1 Subject: 924151\n",
+      "Iter: 3 Subject: 906856\n",
+      "Iter: 2 Subject: 924111\n",
+      "--------------------------------------------------Iter: 2 Subject: 1240145\n",
+      "\n",
+      "Subject: 1290908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 924151\n",
+      "Iter: 3 Subject: 924111\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290908\n",
+      "Iter: 1 Subject: 1240143\n",
+      "Iter: 1 Subject: 905948\n",
+      "Iter: 1 Subject: 906847\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1290908\n",
+      "Iter: 2 Subject: 1240143\n",
+      "Iter: 2 Subject: 905948\n",
+      "Iter: 2 Subject: 906847\n",
+      "Iter: 3 Subject: 1290908\n",
+      "Iter: 3 Subject: 1240143\n",
+      "Iter: 3 Subject: 905948\n",
+      "--------------------------------------------------\n",
+      "Subject: 753533 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 906847\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 4 Subject: 1290908\n",
+      "--------------------------------------------------\n",
+      "Subject: 905952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753549 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949161 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753533\n",
+      "Iter: 1 Subject: 905952\n",
+      "Iter: 1 Subject: 753549\n",
+      "Iter: 2 Subject: 753533\n",
+      "Iter: 2 Subject: 905952\n",
+      "Iter: 1 Subject: 949161\n",
+      "Iter: 2 Subject: 753549\n",
+      "Iter: 3 Subject: 753533\n",
+      "Iter: 2 Subject: 949161\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503370 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907069 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 749711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 749715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503370\n",
+      "Iter: 1 Subject: 749711Iter: 1 Subject: 749715\n",
+      "\n",
+      "Iter: 1 Subject: 907069\n",
+      "Iter: 2 Subject: 1503370\n",
+      "Iter: 2 Subject: 749711\n",
+      "Iter: 2 Subject: 907069\n",
+      "Iter: 2 Subject: 749715Iter: 3 Subject: 1503370\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 749709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907069\n",
+      "Iter: 1 Subject: 1240151\n",
+      "Iter: 1 Subject: 749709\n",
+      "Iter: 1 Subject: 753556--------------------------------------------------\n",
+      "\n",
+      "Subject: 906794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240151\n",
+      "Iter: 2 Subject: 753556\n",
+      "Iter: 2 Subject: 749709Iter: 1 Subject: 906794\n",
+      "\n",
+      "Iter: 3 Subject: 1240151\n",
+      "--------------------------------------------------\n",
+      "Subject: 753536 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906794\n",
+      "--------------------------------------------------\n",
+      "Subject: 910691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 753551 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906794\n",
+      "Iter: 1 Subject: 753536\n",
+      "Iter: 1 Subject: 910691\n",
+      "Iter: 1 Subject: 753551--------------------------------------------------\n",
+      "Subject: 949160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753536\n",
+      "Iter: 2 Subject: 910691\n",
+      "Iter: 1 Subject: 949160Iter: 2 Subject: 753551\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 906854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753551\n",
+      "Iter: 2 Subject: 949160\n",
+      "Iter: 1 Subject: 906854Iter: 1 Subject: 905937\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1247873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905937\n",
+      "Iter: 2 Subject: 906854Iter: 1 Subject: 1247873\n",
+      "\n",
+      "Iter: 3 Subject: 905937\n",
+      "Iter: 1 Subject: 749716\n",
+      "--------------------------------------------------\n",
+      "Subject: 907056 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1247873\n",
+      "--------------------------------------------------\n",
+      "Subject: 907067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753555 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907056Iter: 2 Subject: 749716\n",
+      "\n",
+      "Iter: 1 Subject: 907067\n",
+      "Iter: 3 Subject: 749716\n",
+      "Iter: 2 Subject: 907056\n",
+      "Iter: 1 Subject: 753555\n",
+      "Iter: 2 Subject: 907067\n",
+      "--------------------------------------------------\n",
+      "Subject: 906791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907056\n",
+      "Iter: 2 Subject: 753555\n",
+      "Iter: 3 Subject: 907067\n",
+      "Iter: 1 Subject: 906791\n",
+      "--------------------------------------------------\n",
+      "Subject: 910916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910568 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906791\n",
+      "Iter: 1 Subject: 1297446\n",
+      "Iter: 3 Subject: 906791\n",
+      "Iter: 1 Subject: 910916\n",
+      "Iter: 1 Subject: 910568\n",
+      "--------------------------------------------------\n",
+      "Subject: 949168 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297446\n",
+      "Iter: 2 Subject: 910916\n",
+      "Iter: 2 Subject: 910568\n",
+      "Iter: 1 Subject: 949168\n",
+      "Iter: 3 Subject: 1297446\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503369 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907048 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949168\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240140 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503369\n",
+      "Iter: 1 Subject: 907048\n",
+      "--------------------------------------------------\n",
+      "Subject: 907046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1503369\n",
+      "Iter: 1 Subject: 1240140\n",
+      "Iter: 2 Subject: 907048\n",
+      "Iter: 1 Subject: 907046\n",
+      "Iter: 3 Subject: 1503369\n",
+      "Iter: 2 Subject: 1240140\n",
+      "Iter: 4 Subject: 1503369\n",
+      "Iter: 3 Subject: 907048\n",
+      "Iter: 3 Subject: 1240140\n",
+      "Iter: 2 Subject: 907046\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907289 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 907046\n",
+      "Iter: 1 Subject: 906846\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 1240142\n",
+      "--------------------------------------------------\n",
+      "Subject: 910944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907289\n",
+      "Iter: 2 Subject: 1240142\n",
+      "Iter: 2 Subject: 906846Iter: 2 Subject: 907289\n",
+      "\n",
+      "Iter: 1 Subject: 910944\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949088 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906846\n",
+      "Iter: 2 Subject: 910944\n",
+      "Iter: 1 Subject: 1240121\n",
+      "Iter: 1 Subject: 949088\n",
+      "--------------------------------------------------\n",
+      "Subject: 906842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910944\n",
+      "Iter: 2 Subject: 1240121\n",
+      "Iter: 2 Subject: 949088\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503366 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906842\n",
+      "Iter: 4 Subject: 910944\n",
+      "Iter: 3 Subject: 949088\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906842\n",
+      "Iter: 1 Subject: 1503366\n",
+      "--------------------------------------------------\n",
+      "Subject: 907047 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906842\n",
+      "Iter: 1 Subject: 1240152\n",
+      "Iter: 2 Subject: 1503366\n",
+      "Iter: 1 Subject: 907047\n",
+      "Iter: 4 Subject: 906842\n",
+      "Iter: 3 Subject: 1503366\n",
+      "Iter: 2 Subject: 1240152\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907047\n",
+      "Iter: 3 Subject: 1240152\n",
+      "Iter: 3 Subject: 907047\n",
+      "--------------------------------------------------\n",
+      "Subject: 907071 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240150\n",
+      "Iter: 1 Subject: 1290905\n",
+      "Iter: 4 Subject: 907047\n",
+      "Iter: 2 Subject: 1290905\n",
+      "Iter: 2 Subject: 1240150\n",
+      "Iter: 1 Subject: 907071\n",
+      "--------------------------------------------------\n",
+      "Subject: 907068 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240183 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290905\n",
+      "--------------------------------------------------\n",
+      "Subject: 687820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907068\n",
+      "Iter: 1 Subject: 1240183--------------------------------------------------\n",
+      "Subject: 687815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 687820\n",
+      "Iter: 2 Subject: 1240183\n",
+      "Iter: 1 Subject: 687815\n",
+      "Iter: 2 Subject: 907068\n",
+      "Iter: 2 Subject: 687815\n",
+      "Iter: 3 Subject: 1240183\n",
+      "Iter: 2 Subject: 687820\n",
+      "Iter: 3 Subject: 907068\n",
+      "Iter: 3 Subject: 687815\n",
+      "Iter: 4 Subject: 907068\n",
+      "Iter: 3 Subject: 687820\n",
+      "--------------------------------------------------\n",
+      "Subject: 753605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 925341 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908444 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 687820\n",
+      "Iter: 1 Subject: 925341Iter: 1 Subject: 753605\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753605\n",
+      "--------------------------------------------------\n",
+      "Subject: 949174 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 908444\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908455\n",
+      "--------------------------------------------------\n",
+      "Subject: 908449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908444\n",
+      "Iter: 1 Subject: 949174\n",
+      "Iter: 2 Subject: 908455\n",
+      "Iter: 1 Subject: 908449\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949174\n",
+      "--------------------------------------------------\n",
+      "Subject: 908473 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908455\n",
+      "Iter: 2 Subject: 908449\n",
+      "Iter: 1 Subject: 1330985\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908473\n",
+      "Subject: 909749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908449\n",
+      "Iter: 2 Subject: 1330985\n",
+      "Iter: 2 Subject: 908473\n",
+      "--------------------------------------------------\n",
+      "Subject: 687800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909749\n",
+      "--------------------------------------------------\n",
+      "Subject: 687821 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 1330985\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 909749\n",
+      "Iter: 1 Subject: 687800\n",
+      "--------------------------------------------------\n",
+      "Subject: 688011 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1330985\n",
+      "Iter: 1 Subject: 687821\n",
+      "Iter: 2 Subject: 687800\n",
+      "--------------------------------------------------\n",
+      "Subject: 905967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687821\n",
+      "Iter: 1 Subject: 688011\n",
+      "Iter: 3 Subject: 687800\n",
+      "Iter: 1 Subject: 905967\n",
+      "Iter: 3 Subject: 687821\n",
+      "Iter: 2 Subject: 688011\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905967\n",
+      "--------------------------------------------------\n",
+      "Subject: 908446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905967\n",
+      "Iter: 1 Subject: 1331055\n",
+      "--------------------------------------------------Iter: 1 Subject: 1330982\n",
+      "\n",
+      "Subject: 925342 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908446\n",
+      "Iter: 2 Subject: 1331055\n",
+      "Iter: 2 Subject: 1330982\n",
+      "Iter: 1 Subject: 925342\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480371 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908446\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925342\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240186 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1480371\n",
+      "Iter: 3 Subject: 925342\n",
+      "Iter: 1 Subject: 1330984\n",
+      "Iter: 1 Subject: 1240186\n",
+      "Iter: 2 Subject: 1480371\n",
+      "Iter: 2 Subject: 1330984\n",
+      "--------------------------------------------------\n",
+      "Subject: 909711 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 1480371\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1240186\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330984\n",
+      "--------------------------------------------------Iter: 1 Subject: 909711\n",
+      "\n",
+      "Subject: 687807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240187 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240189 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909711\n",
+      "Iter: 1 Subject: 687807\n",
+      "Iter: 1 Subject: 1240187Iter: 1 Subject: 1240189\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 722066 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240187\n",
+      "Iter: 2 Subject: 1240189\n",
+      "--------------------------------------------------Iter: 2 Subject: 687807\n",
+      "Subject: 1240192 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 722066\n",
+      "Iter: 3 Subject: 687807--------------------------------------------------\n",
+      "\n",
+      "Subject: 908158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240192\n",
+      "--------------------------------------------------\n",
+      "Subject: 949178 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 722066\n",
+      "Iter: 2 Subject: 1240192\n",
+      "Iter: 1 Subject: 908158\n",
+      "--------------------------------------------------\n",
+      "Subject: 908450 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949178\n",
+      "Iter: 3 Subject: 722066\n",
+      "Iter: 2 Subject: 949178\n",
+      "Iter: 2 Subject: 908158\n",
+      "Iter: 1 Subject: 908450Iter: 4 Subject: 722066\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503363 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908158\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503363\n",
+      "Iter: 2 Subject: 908450\n",
+      "--------------------------------------------------\n",
+      "Subject: 909737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330983\n",
+      "Iter: 3 Subject: 908450\n",
+      "--------------------------------------------------\n",
+      "Subject: 908474 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909737\n",
+      "Iter: 2 Subject: 1330983\n",
+      "--------------------------------------------------\n",
+      "Subject: 688018 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908474\n",
+      "Iter: 2 Subject: 909737\n",
+      "Iter: 3 Subject: 1330983\n",
+      "Iter: 1 Subject: 688018\n",
+      "Iter: 3 Subject: 909737\n",
+      "Iter: 2 Subject: 908474\n",
+      "--------------------------------------------------\n",
+      "Subject: 688013 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688018\n",
+      "--------------------------------------------------\n",
+      "Subject: 724874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908474\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240190 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688013\n",
+      "Iter: 1 Subject: 724874\n",
+      "--------------------------------------------------\n",
+      "Subject: 908457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240190\n",
+      "Iter: 2 Subject: 688013\n",
+      "--------------------------------------------------\n",
+      "Subject: 908445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724874\n",
+      "Iter: 2 Subject: 1240190\n",
+      "Iter: 1 Subject: 908457\n",
+      "--------------------------------------------------\n",
+      "Subject: 1509074 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 908445\n",
+      "\n",
+      "Subject: 910849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908457\n",
+      "--------------------------------------------------\n",
+      "Subject: 905990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1509074\n",
+      "Iter: 2 Subject: 908445\n",
+      "Iter: 1 Subject: 910849\n",
+      "Iter: 1 Subject: 905990\n",
+      "Iter: 2 Subject: 1509074\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910849\n",
+      "Iter: 2 Subject: 905990\n",
+      "--------------------------------------------------\n",
+      "Subject: 910701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503362\n",
+      "Iter: 1 Subject: 905979\n",
+      "Iter: 1 Subject: 910701\n",
+      "Iter: 2 Subject: 1503362\n",
+      "Iter: 1 Subject: 687802\n",
+      "Iter: 2 Subject: 905979\n",
+      "Iter: 2 Subject: 910701\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298356 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687802\n",
+      "--------------------------------------------------\n",
+      "Subject: 908443 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910701\n",
+      "Iter: 1 Subject: 1298356Iter: 1 Subject: 908443\n",
+      "\n",
+      "Iter: 1 Subject: 688025\n",
+      "--------------------------------------------------\n",
+      "Subject: 724825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908443\n",
+      "Iter: 2 Subject: 1298356\n",
+      "Iter: 2 Subject: 688025Iter: 1 Subject: 724825\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908159 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298356\n",
+      "Iter: 2 Subject: 724825\n",
+      "Iter: 1 Subject: 908159\n",
+      "Iter: 3 Subject: 688025\n",
+      "--------------------------------------------------\n",
+      "Subject: 908448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724825\n",
+      "--------------------------------------------------\n",
+      "Subject: 949177 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908448\n",
+      "Iter: 2 Subject: 908159\n",
+      "--------------------------------------------------\n",
+      "Subject: 905933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949177\n",
+      "Iter: 2 Subject: 908448\n",
+      "Iter: 1 Subject: 905933\n",
+      "Iter: 3 Subject: 908159\n",
+      "Iter: 2 Subject: 949177--------------------------------------------------\n",
+      "Subject: 688006 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------Iter: 2 Subject: 905933\n",
+      "Subject: 909746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298352 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 688006\n",
+      "Iter: 1 Subject: 909746\n",
+      "Iter: 2 Subject: 688006\n",
+      "Iter: 1 Subject: 909740Iter: 1 Subject: 1298352\n",
+      "\n",
+      "Iter: 2 Subject: 909746\n",
+      "--------------------------------------------------\n",
+      "Subject: 687812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688022 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298352\n",
+      "Iter: 2 Subject: 909740\n",
+      "Iter: 1 Subject: 687812\n",
+      "Iter: 1 Subject: 688022\n",
+      "Iter: 3 Subject: 1298352\n",
+      "--------------------------------------------------\n",
+      "Subject: 688026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687812\n",
+      "--------------------------------------------------Iter: 2 Subject: 688022\n",
+      "\n",
+      "Subject: 688027 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949171 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688026\n",
+      "--------------------------------------------------\n",
+      "Subject: 908451 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688027\n",
+      "Iter: 2 Subject: 688026\n",
+      "Iter: 1 Subject: 949171\n",
+      "Iter: 1 Subject: 908451\n",
+      "--------------------------------------------------\n",
+      "Subject: 949175 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949171Iter: 2 Subject: 688027\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909748 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 949175\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 908451\n",
+      "Iter: 1 Subject: 1298358\n",
+      "Iter: 2 Subject: 949175\n",
+      "Iter: 1 Subject: 909748\n",
+      "--------------------------------------------------\n",
+      "Subject: 909744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298358\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240217 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 687814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909748\n",
+      "Iter: 1 Subject: 909744\n",
+      "Iter: 1 Subject: 1240217\n",
+      "Iter: 1 Subject: 687814\n",
+      "Iter: 3 Subject: 909748\n",
+      "Iter: 2 Subject: 909744\n",
+      "Iter: 2 Subject: 1240217\n",
+      "--------------------------------------------------\n",
+      "Subject: 687819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687814\n",
+      "Iter: 3 Subject: 909744\n",
+      "--------------------------------------------------\n",
+      "Subject: 908482 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240217\n",
+      "Iter: 1 Subject: 687819\n",
+      "Iter: 4 Subject: 909744\n",
+      "--------------------------------------------------\n",
+      "Subject: 908459 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908482\n",
+      "--------------------------------------------------\n",
+      "Subject: 688031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 687819\n",
+      "Iter: 1 Subject: 688031\n",
+      "Iter: 2 Subject: 908482\n",
+      "Iter: 1 Subject: 908459\n",
+      "Iter: 3 Subject: 687819\n",
+      "--------------------------------------------------\n",
+      "Subject: 949172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 688031\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908459\n",
+      "--------------------------------------------------\n",
+      "Subject: 949176 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908447\n",
+      "Iter: 1 Subject: 949172\n",
+      "--------------------------------------------------\n",
+      "Subject: 910930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908447\n",
+      "--------------------------------------------------\n",
+      "Subject: 909751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949176\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910930\n",
+      "Iter: 2 Subject: 949176\n",
+      "Iter: 1 Subject: 909751\n",
+      "Iter: 1 Subject: 1331035\n",
+      "--------------------------------------------------\n",
+      "Subject: 905986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910930\n",
+      "Iter: 2 Subject: 909751\n",
+      "Iter: 2 Subject: 1331035\n",
+      "Iter: 1 Subject: 905986Iter: 3 Subject: 910930\n",
+      "\n",
+      "Iter: 3 Subject: 909751\n",
+      "Iter: 3 Subject: 1331035\n",
+      "Iter: 2 Subject: 905986\n",
+      "--------------------------------------------------Iter: 4 Subject: 910930\n",
+      "\n",
+      "Subject: 905942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 909751\n",
+      "Iter: 5 Subject: 910930\n",
+      "--------------------------------------------------\n",
+      "Subject: 905944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753607 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905942\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240191 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905944\n",
+      "Iter: 1 Subject: 1240191\n",
+      "Iter: 1 Subject: 753607\n",
+      "Iter: 2 Subject: 905942\n",
+      "Iter: 2 Subject: 905944\n",
+      "Iter: 3 Subject: 905942\n",
+      "--------------------------------------------------\n",
+      "Subject: 908440 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905944\n",
+      "Iter: 2 Subject: 1240191\n",
+      "--------------------------------------------------\n",
+      "Subject: 908452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908440\n",
+      "Iter: 3 Subject: 1240191\n",
+      "Iter: 1 Subject: 908452\n",
+      "Iter: 1 Subject: 908454\n",
+      "Iter: 2 Subject: 908440\n",
+      "Iter: 4 Subject: 1240191\n",
+      "Iter: 2 Subject: 908452\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 910904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 924244 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908452\n",
+      "Iter: 1 Subject: 910904\n",
+      "Iter: 1 Subject: 924244\n",
+      "Iter: 1 Subject: 909759--------------------------------------------------\n",
+      "\n",
+      "Subject: 909712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910904\n",
+      "Iter: 2 Subject: 924244\n",
+      "Iter: 2 Subject: 909759\n",
+      "Iter: 1 Subject: 909712\n",
+      "--------------------------------------------------\n",
+      "Subject: 910566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924244\n",
+      "Iter: 3 Subject: 909759\n",
+      "Iter: 2 Subject: 909712Iter: 1 Subject: 910566\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240181 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688014 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909712\n",
+      "Iter: 2 Subject: 910566\n",
+      "Iter: 1 Subject: 688014\n",
+      "Iter: 1 Subject: 1240181--------------------------------------------------\n",
+      "\n",
+      "Subject: 924241 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910566\n",
+      "Iter: 2 Subject: 688014\n",
+      "Iter: 2 Subject: 1240181\n",
+      "Iter: 4 Subject: 910566\n",
+      "Iter: 1 Subject: 924241\n",
+      "--------------------------------------------------\n",
+      "Subject: 906823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322213 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906823\n",
+      "Iter: 1 Subject: 905955\n",
+      "Iter: 1 Subject: 1322213\n",
+      "Iter: 1 Subject: 1479994\n",
+      "Iter: 2 Subject: 906823\n",
+      "Iter: 2 Subject: 905955\n",
+      "Iter: 2 Subject: 1322213\n",
+      "Iter: 2 Subject: 1479994\n",
+      "Iter: 3 Subject: 906823\n",
+      "--------------------------------------------------\n",
+      "Subject: 905957 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------Subject: 713869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479994\n",
+      "Iter: 1 Subject: 905957\n",
+      "Iter: 4 Subject: 1479994\n",
+      "Iter: 1 Subject: 713869\n",
+      "Iter: 1 Subject: 1480364\n",
+      "--------------------------------------------------\n",
+      "Subject: 910706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905957\n",
+      "Iter: 2 Subject: 713869\n",
+      "Iter: 2 Subject: 1480364\n",
+      "Iter: 3 Subject: 905957\n",
+      "Iter: 1 Subject: 910706\n",
+      "--------------------------------------------------Iter: 3 Subject: 1480364\n",
+      "\n",
+      "Subject: 1480374 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 905957\n",
+      "Iter: 2 Subject: 910706--------------------------------------------------\n",
+      "\n",
+      "Subject: 1322212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1480374\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910706\n",
+      "Iter: 1 Subject: 1322212\n",
+      "Iter: 2 Subject: 1480374\n",
+      "Iter: 4 Subject: 910706\n",
+      "Iter: 1 Subject: 1330964\n",
+      "Iter: 2 Subject: 1322212\n",
+      "Iter: 3 Subject: 1480374\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330964\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907273 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1297449\n",
+      "Iter: 3 Subject: 1330964\n",
+      "Iter: 1 Subject: 907273\n",
+      "Iter: 1 Subject: 1330975\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297449\n",
+      "Iter: 2 Subject: 1330975\n",
+      "Iter: 2 Subject: 907273\n",
+      "--------------------------------------------------\n",
+      "Subject: 687787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1297449\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298353\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298355 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687787\n",
+      "Iter: 2 Subject: 1298353\n",
+      "Iter: 2 Subject: 687787Iter: 1 Subject: 1479991\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503364 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298355\n",
+      "Iter: 3 Subject: 687787\n",
+      "Iter: 2 Subject: 1479991\n",
+      "Iter: 2 Subject: 1298355--------------------------------------------------\n",
+      "Subject: 724839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 1503364\n",
+      "Iter: 3 Subject: 1479991\n",
+      "Iter: 1 Subject: 724839\n",
+      "Iter: 3 Subject: 1298355\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1503364\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724839\n",
+      "Iter: 1 Subject: 1298357\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331026 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1503364\n",
+      "Iter: 2 Subject: 1298357\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331025 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240144\n",
+      "Iter: 1 Subject: 1331026\n",
+      "Iter: 3 Subject: 1298357\n",
+      "Iter: 1 Subject: 1331025Iter: 2 Subject: 1240144\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331026\n",
+      "Subject: 1290767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331025\n",
+      "Iter: 3 Subject: 1331026\n",
+      "Iter: 3 Subject: 1240144\n",
+      "Iter: 1 Subject: 1290767\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503368 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298150 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 1290767\n",
+      "\n",
+      "Subject: 1330950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503368\n",
+      "Iter: 3 Subject: 1290767\n",
+      "Iter: 1 Subject: 1298150\n",
+      "Iter: 1 Subject: 1330950\n",
+      "Iter: 2 Subject: 1503368\n",
+      "Iter: 2 Subject: 1298150\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240193 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240125 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330950\n",
+      "--------------------------------------------------\n",
+      "Subject: 907791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330950\n",
+      "Iter: 1 Subject: 1240193\n",
+      "Iter: 1 Subject: 1240125\n",
+      "--------------------------------------------------\n",
+      "Subject: 908483 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907791\n",
+      "Iter: 2 Subject: 1240193\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1240125\n",
+      "Iter: 3 Subject: 1240193\n",
+      "--------------------------------------------------\n",
+      "Subject: 910942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908483\n",
+      "Iter: 2 Subject: 907791\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910942\n",
+      "Iter: 2 Subject: 908483\n",
+      "--------------------------------------------------\n",
+      "Subject: 909702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1303912\n",
+      "Iter: 2 Subject: 910942\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298351 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909702Iter: 2 Subject: 1303912\n",
+      "\n",
+      "Iter: 3 Subject: 910942\n",
+      "--------------------------------------------------\n",
+      "Subject: 753579 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298351Iter: 3 Subject: 1303912\n",
+      "\n",
+      "Iter: 2 Subject: 909702\n",
+      "--------------------------------------------------Iter: 1 Subject: 753579\n",
+      "Subject: 1479993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298351\n",
+      "Iter: 2 Subject: 753579\n",
+      "Iter: 1 Subject: 1479993\n",
+      "Iter: 1 Subject: 909774\n",
+      "Iter: 3 Subject: 1298351\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331039 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909774\n",
+      "Iter: 2 Subject: 1479993\n",
+      "--------------------------------------------------\n",
+      "Subject: 909718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1479993\n",
+      "Iter: 1 Subject: 1331039--------------------------------------------------\n",
+      "Subject: 1297447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 909718--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240124 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331039\n",
+      "Iter: 1 Subject: 1297447\n",
+      "Iter: 2 Subject: 909718Iter: 1 Subject: 1240124\n",
+      "\n",
+      "Iter: 3 Subject: 1331039\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1297447\n",
+      "--------------------------------------------------\n",
+      "Subject: 949090 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240124\n",
+      "Iter: 1 Subject: 1480359\n",
+      "--------------------------------------------------\n",
+      "Subject: 11223344 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1297447\n",
+      "Iter: 1 Subject: 949090Iter: 3 Subject: 1240124\n",
+      "\n",
+      "Iter: 1 Subject: 11223344\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240182 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949090\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298146 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 11223344\n",
+      "--------------------------------------------------\n",
+      "Subject: 749710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240182\n",
+      "Iter: 1 Subject: 1298146\n",
+      "Iter: 3 Subject: 11223344\n",
+      "Iter: 1 Subject: 749710\n",
+      "Iter: 2 Subject: 1298146\n",
+      "Iter: 2 Subject: 1240182\n",
+      "--------------------------------------------------\n",
+      "Subject: 908144 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 749710\n",
+      "Iter: 3 Subject: 1240182\n",
+      "Iter: 3 Subject: 1298146\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908144\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908144\n",
+      "Iter: 1 Subject: 1480361\n",
+      "Iter: 1 Subject: 1290724\n",
+      "Iter: 1 Subject: 1298347\n",
+      "Iter: 3 Subject: 908144\n",
+      "Iter: 2 Subject: 1290724\n",
+      "Iter: 2 Subject: 1480361\n",
+      "Iter: 2 Subject: 1298347\n",
+      "--------------------------------------------------\n",
+      "Subject: 687980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1480361\n",
+      "Iter: 3 Subject: 1290724\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298347\n",
+      "--------------------------------------------------\n",
+      "Subject: 688001 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 687980--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 1330945\n",
+      "Iter: 4 Subject: 1298347\n",
+      "Iter: 2 Subject: 687980\n",
+      "Iter: 1 Subject: 688001\n",
+      "Iter: 2 Subject: 1330945\n",
+      "Iter: 5 Subject: 1298347--------------------------------------------------\n",
+      "Subject: 910937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 908142 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 688001--------------------------------------------------\n",
+      "\n",
+      "Subject: 1240147 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910937\n",
+      "Iter: 1 Subject: 908142\n",
+      "Iter: 3 Subject: 688001\n",
+      "Iter: 1 Subject: 1240147Iter: 2 Subject: 910937\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753581 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908142\n",
+      "--------------------------------------------------\n",
+      "Subject: 908123 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240147\n",
+      "Iter: 1 Subject: 753581\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331037 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908123\n",
+      "Iter: 3 Subject: 1240147\n",
+      "Iter: 2 Subject: 753581\n",
+      "Iter: 2 Subject: 908123\n",
+      "Iter: 1 Subject: 1331037\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298537 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753581\n",
+      "Iter: 3 Subject: 908123\n",
+      "Iter: 2 Subject: 1331037\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297439 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908132 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298537\n",
+      "--------------------------------------------------\n",
+      "Subject: 1297438 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1297439\n",
+      "Iter: 1 Subject: 908132\n",
+      "Iter: 2 Subject: 1298537\n",
+      "Iter: 1 Subject: 1297438\n",
+      "Iter: 2 Subject: 1297439\n",
+      "Iter: 3 Subject: 1298537\n",
+      "--------------------------------------------------\n",
+      "Subject: 924240 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 1297438\n",
+      "Iter: 2 Subject: 908132\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1323913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908132\n",
+      "Iter: 1 Subject: 924240\n",
+      "Iter: 1 Subject: 1480358\n",
+      "Iter: 1 Subject: 1323913\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1480358\n",
+      "Iter: 2 Subject: 924240\n",
+      "Iter: 2 Subject: 1323913\n",
+      "Iter: 1 Subject: 1479992\n",
+      "Iter: 3 Subject: 1480358\n",
+      "Iter: 3 Subject: 1323913\n",
+      "Iter: 3 Subject: 924240\n",
+      "Iter: 2 Subject: 1479992\n",
+      "--------------------------------------------------\n",
+      "Subject: 998179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 1323913\n",
+      "Iter: 4 Subject: 924240\n",
+      "Iter: 3 Subject: 1479992\n",
+      "Iter: 1 Subject: 998179--------------------------------------------------\n",
+      "\n",
+      "Subject: 1331060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480360 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 998179Iter: 1 Subject: 1331060\n",
+      "\n",
+      "Iter: 1 Subject: 1480360\n",
+      "Iter: 1 Subject: 1290725\n",
+      "Iter: 2 Subject: 1331060\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1480360\n",
+      "Iter: 2 Subject: 1290725\n",
+      "Iter: 3 Subject: 1331060\n",
+      "Iter: 3 Subject: 1480360\n",
+      "Iter: 1 Subject: 1330941--------------------------------------------------\n",
+      "\n",
+      "Subject: 908133 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 683665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330941\n",
+      "Iter: 1 Subject: 683665\n",
+      "Iter: 1 Subject: 908133\n",
+      "Iter: 1 Subject: 910780\n",
+      "Iter: 3 Subject: 1330941\n",
+      "Iter: 2 Subject: 683665\n",
+      "Iter: 2 Subject: 908133\n",
+      "Iter: 2 Subject: 910780\n",
+      "Iter: 3 Subject: 683665--------------------------------------------------\n",
+      "Subject: 908469 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 753539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908133\n",
+      "Iter: 1 Subject: 908469\n",
+      "--------------------------------------------------\n",
+      "Subject: 946358 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753539\n",
+      "Iter: 2 Subject: 908469\n",
+      "Iter: 1 Subject: 1479995\n",
+      "Iter: 1 Subject: 946358Iter: 2 Subject: 753539\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 1331028 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 946358\n",
+      "Iter: 1 Subject: 1503365Iter: 1 Subject: 1331028\n",
+      "\n",
+      "Iter: 1 Subject: 910910\n",
+      "Iter: 3 Subject: 946358\n",
+      "Iter: 2 Subject: 1503365\n",
+      "Iter: 2 Subject: 1331028\n",
+      "Iter: 4 Subject: 946358\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660035 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 910910\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 909715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1295740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910910\n",
+      "Iter: 1 Subject: 1660035\n",
+      "--------------------------------------------------\n",
+      "Subject: 907281 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909715\n",
+      "Iter: 1 Subject: 1295740\n",
+      "Iter: 2 Subject: 1660035Iter: 1 Subject: 907281\n",
+      "\n",
+      "Iter: 2 Subject: 909715\n",
+      "Iter: 2 Subject: 1295740\n",
+      "Iter: 3 Subject: 1660035\n",
+      "--------------------------------------------------\n",
+      "Subject: 906864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907281\n",
+      "--------------------------------------------------\n",
+      "Subject: 909974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906864\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503362.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 925340 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909974\n",
+      "Iter: 2 Subject: 906864\n",
+      "Iter: 1 Subject: 1503362.1Iter: 2 Subject: 909974\n",
+      "\n",
+      "Iter: 1 Subject: 925340\n",
+      "--------------------------------------------------\n",
+      "Subject: 924248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 1503362.1\n",
+      "\n",
+      "Iter: 2 Subject: 925340\n",
+      "--------------------------------------------------\n",
+      "Subject: 905985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924248\n",
+      "Iter: 3 Subject: 925340\n",
+      "Iter: 1 Subject: 1659928\n",
+      "Iter: 2 Subject: 924248\n",
+      "--------------------------------------------------\n",
+      "Subject: 910702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905985\n",
+      "Iter: 2 Subject: 1659928\n",
+      "--------------------------------------------------\n",
+      "Subject: 907318 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905985\n",
+      "Iter: 1 Subject: 910702\n",
+      "Iter: 1 Subject: 907318\n",
+      "Iter: 1 Subject: 1290795\n",
+      "Iter: 3 Subject: 905985\n",
+      "Iter: 2 Subject: 910702\n",
+      "Iter: 2 Subject: 907318\n",
+      "Iter: 2 Subject: 1290795\n",
+      "Iter: 3 Subject: 907318\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 909262 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 908461 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 946357 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 724870 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------Iter: 1 Subject: 908461\n",
+      "--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Iter: 1 Subject: 909262\n",
+      "Iter: 1 Subject: 724870\n",
+      "Iter: 2 Subject: 908461\n",
+      "Iter: 1 Subject: 946357\n",
+      "Iter: 2 Subject: 909262\n",
+      "Iter: 2 Subject: 724870\n",
+      "Iter: 2 Subject: 946357\n",
+      "Iter: 3 Subject: 908461\n",
+      "Iter: 3 Subject: 909262\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 724870Iter: 3 Subject: 946357\n",
+      "\n",
+      "Iter: 4 Subject: 909262\n",
+      "--------------------------------------------------\n",
+      "Subject: 910935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907280 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659929\n",
+      "Iter: 1 Subject: 906695Iter: 1 Subject: 910935\n",
+      "\n",
+      "Iter: 1 Subject: 907280\n",
+      "Iter: 2 Subject: 1659929\n",
+      "Iter: 2 Subject: 910935\n",
+      "Iter: 2 Subject: 906695\n",
+      "Iter: 2 Subject: 907280\n",
+      "Iter: 3 Subject: 1659929\n",
+      "Iter: 3 Subject: 910935\n",
+      "--------------------------------------------------\n",
+      "Subject: 906850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1330993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 909194 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 910935\n",
+      "Iter: 1 Subject: 906850\n",
+      "Iter: 1 Subject: 1330993--------------------------------------------------\n",
+      "\n",
+      "Subject: 908135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909194\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331040 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908135\n",
+      "Iter: 2 Subject: 1330993\n",
+      "Iter: 2 Subject: 909194\n",
+      "Iter: 2 Subject: 908135\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330993\n",
+      "Iter: 1 Subject: 1331040\n",
+      "Iter: 3 Subject: 909194\n",
+      "Iter: 1 Subject: 1659823\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240211 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1331040\n",
+      "--------------------------------------------------\n",
+      "Subject: 906693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659823\n",
+      "--------------------------------------------------\n",
+      "Subject: 909977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240211\n",
+      "Iter: 1 Subject: 906693--------------------------------------------------\n",
+      "\n",
+      "Subject: 687777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240211\n",
+      "Iter: 1 Subject: 909977\n",
+      "Iter: 2 Subject: 906693\n",
+      "Iter: 1 Subject: 687777\n",
+      "Iter: 3 Subject: 1240211\n",
+      "Iter: 3 Subject: 906693\n",
+      "Iter: 2 Subject: 909977\n",
+      "Iter: 2 Subject: 687777\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298531 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 906693\n",
+      "Iter: 3 Subject: 909977\n",
+      "Iter: 3 Subject: 687777\n",
+      "Iter: 1 Subject: 1298531\n",
+      "--------------------------------------------------\n",
+      "Subject: 908481 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910920 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 1674021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298531\n",
+      "Iter: 1 Subject: 908481\n",
+      "Iter: 1 Subject: 1674021\n",
+      "Iter: 1 Subject: 910920\n",
+      "Iter: 3 Subject: 1298531\n",
+      "Iter: 2 Subject: 908481\n",
+      "Iter: 2 Subject: 1674021\n",
+      "--------------------------------------------------\n",
+      "Subject: 688086 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 910920\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299049 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 688086\n",
+      "Iter: 3 Subject: 910920\n",
+      "Iter: 1 Subject: 1299049\n",
+      "Iter: 2 Subject: 688086\n",
+      "Iter: 1 Subject: 1524414\n",
+      "--------------------------------------------------\n",
+      "Subject: 907275 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299049\n",
+      "Iter: 2 Subject: 1524414\n",
+      "--------------------------------------------------\n",
+      "Subject: 910567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907275\n",
+      "Iter: 3 Subject: 1524414\n",
+      "Iter: 3 Subject: 1299049\n",
+      "Iter: 1 Subject: 910567\n",
+      "--------------------------------------------------\n",
+      "Subject: 905934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907275\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240220 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905934\n",
+      "Iter: 1 Subject: 1330973\n",
+      "Iter: 3 Subject: 907275\n",
+      "Iter: 2 Subject: 905934\n",
+      "Iter: 1 Subject: 1240220\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330973\n",
+      "--------------------------------------------------\n",
+      "Subject: 724828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905934\n",
+      "Iter: 2 Subject: 1240220\n",
+      "Iter: 1 Subject: 1331036\n",
+      "--------------------------------------------------Iter: 1 Subject: 724828\n",
+      "Subject: 687562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1240220\n",
+      "Iter: 2 Subject: 1331036\n",
+      "--------------------------------------------------\n",
+      "Subject: 908119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 724828\n",
+      "Iter: 1 Subject: 687562\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908119\n",
+      "Iter: 2 Subject: 687562\n",
+      "Iter: 3 Subject: 1331036\n",
+      "Iter: 2 Subject: 908119\n",
+      "--------------------------------------------------Iter: 4 Subject: 1331036\n",
+      "\n",
+      "Subject: 753540 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298145\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298475 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753540\n",
+      "--------------------------------------------------\n",
+      "Subject: 908468 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298145\n",
+      "Iter: 1 Subject: 1298475\n",
+      "Iter: 1 Subject: 908468\n",
+      "Iter: 2 Subject: 753540\n",
+      "Iter: 3 Subject: 1298145\n",
+      "Iter: 2 Subject: 1298475\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 908468\n",
+      "--------------------------------------------------\n",
+      "Subject: 907790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 909727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660036 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331031 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907790\n",
+      "Iter: 1 Subject: 1660036\n",
+      "Iter: 1 Subject: 909727\n",
+      "Iter: 1 Subject: 1331031\n",
+      "Iter: 2 Subject: 907790\n",
+      "Iter: 2 Subject: 1660036\n",
+      "Iter: 2 Subject: 909727\n",
+      "--------------------------------------------------Iter: 2 Subject: 1331031\n",
+      "\n",
+      "Subject: 1330942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322224 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909727\n",
+      "Iter: 1 Subject: 1330942\n",
+      "--------------------------------------------------\n",
+      "Subject: 924106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909253 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1330942\n",
+      "Iter: 1 Subject: 1322224\n",
+      "Iter: 3 Subject: 1330942\n",
+      "Iter: 1 Subject: 909253\n",
+      "--------------------------------------------------\n",
+      "Subject: 908441 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924106\n",
+      "Iter: 2 Subject: 1322224\n",
+      "Iter: 2 Subject: 909253\n",
+      "--------------------------------------------------\n",
+      "Subject: 1660034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908441\n",
+      "Iter: 2 Subject: 924106\n",
+      "--------------------------------------------------\n",
+      "Subject: 753620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 909253\n",
+      "Iter: 1 Subject: 1660034\n",
+      "Iter: 2 Subject: 908441\n",
+      "--------------------------------------------------\n",
+      "Subject: 906790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908441Iter: 1 Subject: 753620\n",
+      "\n",
+      "Iter: 2 Subject: 1660034\n",
+      "Iter: 2 Subject: 753620\n",
+      "--------------------------------------------------Iter: 3 Subject: 1660034\n",
+      "\n",
+      "Subject: 907785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 906790\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949162 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 906790\n",
+      "Iter: 1 Subject: 907785\n",
+      "Iter: 1 Subject: 949162\n",
+      "Iter: 1 Subject: 1524417\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330983.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949162\n",
+      "Iter: 2 Subject: 1524417\n",
+      "Iter: 2 Subject: 907785\n",
+      "Iter: 1 Subject: 1330983.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 907272 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1524417\n",
+      "Iter: 2 Subject: 1330983.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298526 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659818\n",
+      "Iter: 1 Subject: 907272\n",
+      "--------------------------------------------------\n",
+      "Subject: 949157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1659818\n",
+      "Iter: 1 Subject: 1298526\n",
+      "Iter: 2 Subject: 907272\n",
+      "Iter: 1 Subject: 949157\n",
+      "Iter: 2 Subject: 1298526\n",
+      "--------------------------------------------------\n",
+      "Subject: 906867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753561 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949157\n",
+      "--------------------------------------------------\n",
+      "Subject: 1723793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 949157Iter: 1 Subject: 753561\n",
+      "\n",
+      "Iter: 1 Subject: 1723793\n",
+      "Iter: 1 Subject: 906867\n",
+      "--------------------------------------------------\n",
+      "Subject: 910905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753561Iter: 2 Subject: 906867\n",
+      "\n",
+      "Iter: 2 Subject: 1723793\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910905\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299052 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 949179 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1723793\n",
+      "Iter: 1 Subject: 1299052\n",
+      "Iter: 2 Subject: 910905\n",
+      "Iter: 1 Subject: 949179\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1299052\n",
+      "Subject: 907278 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 949179\n",
+      "--------------------------------------------------\n",
+      "Subject: 753604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907278\n",
+      "Iter: 3 Subject: 949179\n",
+      "Iter: 1 Subject: 905940\n",
+      "Iter: 1 Subject: 753604\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298476 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907278\n",
+      "Iter: 2 Subject: 905940\n",
+      "Iter: 2 Subject: 753604\n",
+      "Iter: 1 Subject: 1298476\n",
+      "--------------------------------------------------\n",
+      "Subject: 907788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905940\n",
+      "Iter: 3 Subject: 753604\n",
+      "Iter: 2 Subject: 1298476\n",
+      "Iter: 4 Subject: 905940\n",
+      "Iter: 1 Subject: 907788\n",
+      "--------------------------------------------------\n",
+      "Subject: 687506 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298476\n",
+      "--------------------------------------------------\n",
+      "Subject: 907000 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 907788\n",
+      "\n",
+      "Subject: 1240221 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687506\n",
+      "Iter: 1 Subject: 907000\n",
+      "Iter: 1 Subject: 1240221Iter: 3 Subject: 907788\n",
+      "\n",
+      "Iter: 2 Subject: 687506\n",
+      "Iter: 2 Subject: 907000\n",
+      "--------------------------------------------------Iter: 2 Subject: 1240221\n",
+      "\n",
+      "Subject: 1298218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 907000\n",
+      "Iter: 3 Subject: 1240221\n",
+      "Iter: 1 Subject: 1298218\n",
+      "Iter: 1 Subject: 749712\n",
+      "--------------------------------------------------\n",
+      "Subject: 1723794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1298218\n",
+      "Iter: 2 Subject: 749712\n",
+      "Iter: 1 Subject: 1723794\n",
+      "Iter: 1 Subject: 1298156\n",
+      "Iter: 3 Subject: 1298218\n",
+      "Iter: 3 Subject: 749712\n",
+      "Iter: 2 Subject: 1723794\n",
+      "Iter: 2 Subject: 1298156\n",
+      "--------------------------------------------------\n",
+      "Subject: 753562 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 753585 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 1299061 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 753562\n",
+      "Iter: 1 Subject: 1299061\n",
+      "Iter: 1 Subject: 753585\n",
+      "Iter: 1 Subject: 909735\n",
+      "Iter: 2 Subject: 1299061\n",
+      "Iter: 2 Subject: 753585\n",
+      "--------------------------------------------------\n",
+      "Subject: 949173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753562\n",
+      "Iter: 3 Subject: 1299061\n",
+      "--------------------------------------------------Iter: 1 Subject: 949173\n",
+      "Subject: 1240156 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907269 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753562\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1240156\n",
+      "Iter: 1 Subject: 907269\n",
+      "--------------------------------------------------\n",
+      "Subject: 906835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240156\n",
+      "Iter: 1 Subject: 1331045\n",
+      "Iter: 2 Subject: 907269Iter: 1 Subject: 906835\n",
+      "--------------------------------------------------\n",
+      "Subject: 907314 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 1331045Iter: 2 Subject: 906835\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 687804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907314\n",
+      "--------------------------------------------------\n",
+      "Subject: 1524415 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1331045\n",
+      "Iter: 2 Subject: 907314\n",
+      "--------------------------------------------------\n",
+      "Subject: 688023 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687804\n",
+      "--------------------------------------------------\n",
+      "Subject: 905980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1524415\n",
+      "Iter: 2 Subject: 687804\n",
+      "Iter: 1 Subject: 688023\n",
+      "--------------------------------------------------\n",
+      "Subject: 907322 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905980\n",
+      "Iter: 2 Subject: 1524415\n",
+      "Iter: 2 Subject: 688023\n",
+      "Iter: 2 Subject: 905980\n",
+      "Iter: 3 Subject: 1524415\n",
+      "Iter: 1 Subject: 907322\n",
+      "--------------------------------------------------\n",
+      "Subject: 906831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910554 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907322\n",
+      "Iter: 1 Subject: 906831\n",
+      "Iter: 1 Subject: 906870\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240167 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910554\n",
+      "Iter: 2 Subject: 906831Iter: 2 Subject: 906870\n",
+      "\n",
+      "Iter: 2 Subject: 910554\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 906831Iter: 1 Subject: 1240167\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 910554\n",
+      "Iter: 2 Subject: 1240167\n",
+      "Iter: 1 Subject: 1240172\n",
+      "Iter: 1 Subject: 1330948\n",
+      "Iter: 4 Subject: 910554\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1240172\n",
+      "Iter: 2 Subject: 1330948\n",
+      "--------------------------------------------------\n",
+      "Subject: 749717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290455\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1330948\n",
+      "Subject: 930082 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 749717\n",
+      "Iter: 2 Subject: 1290455\n",
+      "--------------------------------------------------\n",
+      "Subject: 724834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 749717\n",
+      "\n",
+      "Subject: 946372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 930082\n",
+      "Iter: 1 Subject: 724834\n",
+      "Iter: 1 Subject: 946372\n",
+      "Iter: 2 Subject: 930082\n",
+      "Iter: 3 Subject: 749717\n",
+      "Iter: 2 Subject: 724834\n",
+      "--------------------------------------------------\n",
+      "Subject: 924102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 946372\n",
+      "\n",
+      "Iter: 3 Subject: 930082\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 910951 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 1327768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 949094 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924102\n",
+      "Iter: 1 Subject: 949094\n",
+      "Iter: 1 Subject: 910951\n",
+      "Iter: 2 Subject: 924102\n",
+      "Iter: 1 Subject: 1327768\n",
+      "Iter: 2 Subject: 910951\n",
+      "Iter: 2 Subject: 1327768\n",
+      "Iter: 3 Subject: 924102\n",
+      "Iter: 2 Subject: 949094\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1327768\n",
+      "Iter: 3 Subject: 949094\n",
+      "--------------------------------------------------\n",
+      "Subject: 1290771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1290768\n",
+      "--------------------------------------------------\n",
+      "Subject: 906828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 906828\n",
+      "Iter: 2 Subject: 1290768\n",
+      "Iter: 1 Subject: 1290771\n",
+      "Iter: 1 Subject: 909753\n",
+      "Iter: 2 Subject: 906828\n",
+      "Iter: 2 Subject: 1290771\n",
+      "Iter: 3 Subject: 1290768\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299067 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1290771\n",
+      "Iter: 2 Subject: 909753\n",
+      "--------------------------------------------------\n",
+      "Subject: 687985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 749713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1299067\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687985\n",
+      "Iter: 1 Subject: 1479988\n",
+      "Iter: 1 Subject: 749713\n",
+      "Iter: 2 Subject: 687985\n",
+      "Iter: 2 Subject: 1299067\n",
+      "Iter: 2 Subject: 1479988\n",
+      "Iter: 2 Subject: 749713\n",
+      "Iter: 3 Subject: 687985\n",
+      "--------------------------------------------------\n",
+      "Subject: 908152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1331034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1303897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908152\n",
+      "Iter: 1 Subject: 1330994\n",
+      "Iter: 1 Subject: 1331034\n",
+      "Iter: 1 Subject: 1303897\n",
+      "Iter: 2 Subject: 908152\n",
+      "Iter: 2 Subject: 1330994\n",
+      "Iter: 2 Subject: 1331034\n",
+      "Iter: 3 Subject: 908152\n",
+      "Iter: 2 Subject: 1303897\n",
+      "Iter: 3 Subject: 1330994\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503371 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 1303897\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 909769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 925345 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 1298160\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1503371\n",
+      "Iter: 1 Subject: 909769\n",
+      "Iter: 1 Subject: 925345Iter: 2 Subject: 1298160\n",
+      "\n",
+      "Iter: 2 Subject: 1503371\n",
+      "Iter: 2 Subject: 909769\n",
+      "--------------------------------------------------\n",
+      "Subject: 909717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 925345\n",
+      "Iter: 3 Subject: 1503371\n",
+      "Iter: 1 Subject: 909717\n",
+      "--------------------------------------------------\n",
+      "Subject: 905989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 908143\n",
+      "--------------------------------------------------\n",
+      "Subject: 1509073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 908143Iter: 2 Subject: 909717\n",
+      "Iter: 1 Subject: 905989\n",
+      "\n",
+      "--------------------------------------------------Iter: 1 Subject: 1509073\n",
+      "\n",
+      "Subject: 924100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905989\n",
+      "--------------------------------------------------Iter: 3 Subject: 908143\n",
+      "\n",
+      "Subject: 1327773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 908143\n",
+      "Iter: 2 Subject: 1509073\n",
+      "Iter: 1 Subject: 924100\n",
+      "Iter: 1 Subject: 1327773\n",
+      "--------------------------------------------------\n",
+      "Subject: 753583 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1509073\n",
+      "Iter: 2 Subject: 924100\n",
+      "Iter: 2 Subject: 1327773\n",
+      "Iter: 1 Subject: 753583\n",
+      "--------------------------------------------------\n",
+      "Subject: 753545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924100\n",
+      "Iter: 3 Subject: 1327773\n",
+      "--------------------------------------------------\n",
+      "Subject: 1479987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753583\n",
+      "Iter: 1 Subject: 753545\n",
+      "--------------------------------------------------\n",
+      "Subject: 687600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 753583Iter: 2 Subject: 753545\n",
+      "\n",
+      "Iter: 1 Subject: 1479987\n",
+      "--------------------------------------------------\n",
+      "Subject: 909781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 687600\n",
+      "Iter: 2 Subject: 1479987\n",
+      "Iter: 1 Subject: 909781\n",
+      "Iter: 2 Subject: 687600\n",
+      "Iter: 1 Subject: 688021\n",
+      "--------------------------------------------------\n",
+      "Subject: 753577 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 909781\n",
+      "Iter: 2 Subject: 688021Iter: 3 Subject: 687600\n",
+      "\n",
+      "Iter: 1 Subject: 753577\n",
+      "--------------------------------------------------\n",
+      "Subject: 907312 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 906803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753577\n",
+      "Iter: 4 Subject: 687600\n",
+      "Iter: 1 Subject: 907312\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 1 Subject: 906803\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907312\n",
+      "Iter: 1 Subject: 1298365\n",
+      "Iter: 2 Subject: 906803\n",
+      "Iter: 1 Subject: 1480362\n",
+      "Iter: 3 Subject: 907312\n",
+      "Iter: 3 Subject: 906803Iter: 2 Subject: 1298365\n",
+      "\n",
+      "Iter: 2 Subject: 1480362\n",
+      "--------------------------------------------------\n",
+      "Subject: 1503361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1298365\n",
+      "Iter: 4 Subject: 906803\n",
+      "Iter: 1 Subject: 1503361\n",
+      "--------------------------------------------------Iter: 3 Subject: 1480362\n",
+      "\n",
+      "Subject: 1659817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1322218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1330972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 1503361\n",
+      "Iter: 1 Subject: 1322218\n",
+      "Iter: 1 Subject: 1659817\n",
+      "--------------------------------------------------\n",
+      "Subject: 909776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1330972\n",
+      "Iter: 2 Subject: 1659817\n",
+      "--------------------------------------------------\n",
+      "Subject: 722046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 909776Iter: 2 Subject: 1322218--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Subject: 1659819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 722046\n",
+      "Iter: 2 Subject: 909776\n",
+      "Iter: 3 Subject: 1322218\n",
+      "Iter: 1 Subject: 1659819\n",
+      "Iter: 2 Subject: 722046\n",
+      "Iter: 4 Subject: 1322218\n",
+      "Iter: 3 Subject: 909776\n",
+      "Iter: 3 Subject: 722046\n",
+      "Iter: 2 Subject: 1659819\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 908130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 687448 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 946377 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1659819\n",
+      "Iter: 1 Subject: 687448\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 946377\n",
+      "Iter: 1 Subject: 908130\n",
+      "Iter: 2 Subject: 687448\n",
+      "Iter: 1 Subject: 1298154Iter: 2 Subject: 908130\n",
+      "\n",
+      "Iter: 2 Subject: 946377\n",
+      "Iter: 3 Subject: 687448\n",
+      "Iter: 3 Subject: 908130\n",
+      "Iter: 2 Subject: 1298154\n",
+      "--------------------------------------------------\n",
+      "Subject: 924238 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 946377\n",
+      "--------------------------------------------------\n",
+      "Subject: 905941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 924238\n",
+      "Iter: 1 Subject: 1298223\n",
+      "--------------------------------------------------\n",
+      "Subject: 1240218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 905941\n",
+      "Iter: 2 Subject: 924238\n",
+      "Iter: 2 Subject: 1298223\n",
+      "Iter: 1 Subject: 1240218\n",
+      "--------------------------------------------------\n",
+      "Subject: 1299062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905941\n",
+      "Iter: 3 Subject: 1298223\n",
+      "Iter: 2 Subject: 1240218\n",
+      "--------------------------------------------------\n",
+      "Subject: 909976.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 905941\n",
+      "Iter: 1 Subject: 1299062\n",
+      "Iter: 3 Subject: 1240218\n",
+      "Iter: 2 Subject: 1299062\n",
+      "--------------------------------------------------\n",
+      "Subject: 908458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 909976.1\n",
+      "--------------------------------------------------\n",
+      "Subject: 753584 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 1299062\n",
+      "Iter: 2 Subject: 909976.1\n",
+      "Iter: 1 Subject: 908458Iter: 1 Subject: 753584\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 907044 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 998184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 753584Iter: 1 Subject: 907044Iter: 2 Subject: 908458\n",
+      "\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 998184\n",
+      "Subject: 908145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 907044\n",
+      "Iter: 3 Subject: 753584\n",
+      "--------------------------------------------------\n",
+      "Subject: 1659787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 1298157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 998184\n",
+      "Iter: 1 Subject: 908145\n",
+      "--------------------------------------------------\n",
+      "Subject: 1480372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1659787\n",
+      "Iter: 1 Subject: 1298157\n",
+      "Iter: 2 Subject: 908145\n",
+      "Iter: 2 Subject: 1659787\n",
+      "Iter: 1 Subject: 1480372\n",
+      "Iter: 2 Subject: 1298157\n",
+      "Iter: 3 Subject: 908145\n",
+      "Iter: 3 Subject: 1659787\n",
+      "Iter: 2 Subject: 1480372\n",
+      "--------------------------------------------------Iter: 3 Subject: 1298157\n",
+      "\n",
+      "Subject: 1298533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 930299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 905954.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1298533\n",
+      "Iter: 1 Subject: 930299\n",
+      "Iter: 1 Subject: 905954.1\n",
+      "Iter: 2 Subject: 1298533\n",
+      "Iter: 2 Subject: 930299\n",
+      "Iter: 2 Subject: 905954.1\n",
+      "Iter: 3 Subject: 1298533\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish mixer\n",
+      "Get Medias\n",
+      "Creating population (Count: 1000)...\n",
+      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Creating Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Creating Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Creating Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Creating Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Creating Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Creating Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Creating Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Creating Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Creating Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Creating Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Finish creating population\n",
+      "Finish\n",
+      "Running mixer with porpulationBased (Count: 1001)\n",
+      "Normalizing data\n",
+      "Processing...\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 1Iter: 1 Subject: 3\n",
+      "\n",
+      "Iter: 1 Subject: 2\n",
+      "Iter: 1 Subject: 0\n",
+      "Iter: 2 Subject: 3Iter: 2 Subject: 1\n",
+      "\n",
+      "Iter: 2 Subject: 2\n",
+      "Iter: 2 Subject: 0\n",
+      "Iter: 3 Subject: 3\n",
+      "--------------------------------------------------\n",
+      "Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 2\n",
+      "--------------------------------------------------\n",
+      "Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 4\n",
+      "--------------------------------------------------\n",
+      "Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 5\n",
+      "Iter: 1 Subject: 6\n",
+      "Iter: 1 Subject: 7\n",
+      "Iter: 2 Subject: 4\n",
+      "Iter: 2 Subject: 5\n",
+      "Iter: 2 Subject: 6\n",
+      "Iter: 2 Subject: 7Iter: 3 Subject: 4\n",
+      "\n",
+      "Iter: 3 Subject: 5\n",
+      "Iter: 3 Subject: 6\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 8\n",
+      "Iter: 1 Subject: 9\n",
+      "Iter: 1 Subject: 10\n",
+      "Iter: 2 Subject: 8\n",
+      "Iter: 1 Subject: 11Iter: 2 Subject: 9\n",
+      "\n",
+      "Iter: 2 Subject: 10\n",
+      "Iter: 2 Subject: 11\n",
+      "--------------------------------------------------\n",
+      "Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 9\n",
+      "Iter: 3 Subject: 10\n",
+      "--------------------------------------------------\n",
+      "Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 11\n",
+      "Iter: 1 Subject: 12\n",
+      "--------------------------------------------------\n",
+      "Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 13\n",
+      "--------------------------------------------------\n",
+      "Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 12\n",
+      "Iter: 2 Subject: 13\n",
+      "Iter: 1 Subject: 14\n",
+      "Iter: 3 Subject: 12\n",
+      "Iter: 1 Subject: 15\n",
+      "Iter: 3 Subject: 13\n",
+      "Iter: 4 Subject: 12Iter: 2 Subject: 14\n",
+      "\n",
+      "Iter: 2 Subject: 15\n",
+      "--------------------------------------------------\n",
+      "Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 15\n",
+      "Iter: 1 Subject: 16\n",
+      "Iter: 1 Subject: 17\n",
+      "--------------------------------------------------\n",
+      "Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 1 Subject: 18\n",
+      "\n",
+      "Iter: 2 Subject: 17\n",
+      "Iter: 2 Subject: 16\n",
+      "Iter: 1 Subject: 19\n",
+      "Iter: 2 Subject: 18\n",
+      "--------------------------------------------------\n",
+      "Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 19\n",
+      "Iter: 3 Subject: 18\n",
+      "Iter: 1 Subject: 20\n",
+      "Iter: 1 Subject: 21Iter: 3 Subject: 19\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 20\n",
+      "--------------------------------------------------Iter: 1 Subject: 22\n",
+      "Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 21\n",
+      "--------------------------------------------------\n",
+      "Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 22\n",
+      "Iter: 1 Subject: 23\n",
+      "--------------------------------------------------\n",
+      "Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 22\n",
+      "Iter: 2 Subject: 23\n",
+      "Iter: 1 Subject: 24\n",
+      "Iter: 1 Subject: 25\n",
+      "--------------------------------------------------\n",
+      "Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 24\n",
+      "Iter: 2 Subject: 25\n",
+      "Iter: 1 Subject: 27\n",
+      "Iter: 1 Subject: 26\n",
+      "Iter: 3 Subject: 24\n",
+      "Iter: 3 Subject: 25\n",
+      "Iter: 2 Subject: 26\n",
+      "Iter: 2 Subject: 27\n",
+      "--------------------------------------------------\n",
+      "Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 29\n",
+      "Iter: 1 Subject: 28\n",
+      "Iter: 3 Subject: 27\n",
+      "Iter: 1 Subject: 30\n",
+      "Iter: 2 Subject: 28--------------------------------------------------\n",
+      "\n",
+      "Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 29\n",
+      "Iter: 3 Subject: 28\n",
+      "Iter: 2 Subject: 30Iter: 1 Subject: 31\n",
+      "\n",
+      "Iter: 3 Subject: 29\n",
+      "--------------------------------------------------\n",
+      "Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 31\n",
+      "Iter: 4 Subject: 29\n",
+      "--------------------------------------------------\n",
+      "Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 32\n",
+      "Iter: 1 Subject: 33\n",
+      "--------------------------------------------------\n",
+      "Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 34Iter: 2 Subject: 33\n",
+      "Iter: 2 Subject: 32\n",
+      "\n",
+      "Iter: 1 Subject: 35\n",
+      "Iter: 3 Subject: 32\n",
+      "--------------------------------------------------\n",
+      "Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 33\n",
+      "Iter: 2 Subject: 34\n",
+      "--------------------------------------------------\n",
+      "Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 35\n",
+      "Iter: 1 Subject: 36\n",
+      "Iter: 1 Subject: 37\n",
+      "Iter: 1 Subject: 38\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 36\n",
+      "Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 37\n",
+      "Iter: 2 Subject: 38\n",
+      "Iter: 1 Subject: 39\n",
+      "Iter: 3 Subject: 36\n",
+      "--------------------------------------------------\n",
+      "Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 38\n",
+      "Iter: 2 Subject: 39\n",
+      "--------------------------------------------------\n",
+      "Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 40\n",
+      "--------------------------------------------------\n",
+      "Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 41\n",
+      "Iter: 2 Subject: 40\n",
+      "Iter: 1 Subject: 42\n",
+      "Iter: 1 Subject: 43Iter: 2 Subject: 41\n",
+      "\n",
+      "Iter: 3 Subject: 40\n",
+      "Iter: 2 Subject: 42\n",
+      "Iter: 2 Subject: 43\n",
+      "Iter: 3 Subject: 41\n",
+      "Iter: 4 Subject: 40\n",
+      "--------------------------------------------------\n",
+      "Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 4 Subject: 41\n",
+      "\n",
+      "--------------------------------------------------Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 46\n",
+      "Iter: 1 Subject: 45Iter: 1 Subject: 44\n",
+      "\n",
+      "Iter: 1 Subject: 47\n",
+      "Iter: 2 Subject: 45\n",
+      "Iter: 2 Subject: 46\n",
+      "Iter: 2 Subject: 44\n",
+      "--------------------------------------------------Iter: 2 Subject: 47\n",
+      "\n",
+      "Subject: 48 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 46\n",
+      "--------------------------------------------------\n",
+      "Subject: 49 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 44\n",
+      "Iter: 1 Subject: 48\n",
+      "Iter: 3 Subject: 47\n",
+      "Iter: 1 Subject: 49\n",
+      "Iter: 4 Subject: 44\n",
+      "Iter: 2 Subject: 48\n",
+      "--------------------------------------------------\n",
+      "Subject: 50 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 51 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 49\n",
+      "--------------------------------------------------\n",
+      "Subject: 52 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 50\n",
+      "--------------------------------------------------\n",
+      "Subject: 53 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 51\n",
+      "Iter: 1 Subject: 52\n",
+      "Iter: 2 Subject: 50\n",
+      "Iter: 2 Subject: 51\n",
+      "Iter: 1 Subject: 53\n",
+      "Iter: 2 Subject: 52\n",
+      "Iter: 3 Subject: 50\n",
+      "Iter: 2 Subject: 53\n",
+      "Iter: 3 Subject: 51\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 54 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 55 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 56 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 50\n",
+      "Iter: 1 Subject: 54\n",
+      "Iter: 1 Subject: 55\n",
+      "--------------------------------------------------Iter: 1 Subject: 56\n",
+      "\n",
+      "Subject: 57 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 54\n",
+      "Iter: 2 Subject: 55\n",
+      "Iter: 2 Subject: 56\n",
+      "Iter: 1 Subject: 57\n",
+      "--------------------------------------------------\n",
+      "Subject: 58 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 59 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 54\n",
+      "Iter: 2 Subject: 57\n",
+      "Iter: 1 Subject: 59\n",
+      "Iter: 1 Subject: 58\n",
+      "--------------------------------------------------\n",
+      "Subject: 60 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 57\n",
+      "Iter: 1 Subject: 60\n",
+      "Iter: 2 Subject: 58\n",
+      "Iter: 2 Subject: 59\n",
+      "--------------------------------------------------\n",
+      "Subject: 61 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 59\n",
+      "Iter: 2 Subject: 60\n",
+      "Iter: 3 Subject: 58\n",
+      "Iter: 1 Subject: 61\n",
+      "Iter: 3 Subject: 60\n",
+      "--------------------------------------------------\n",
+      "Subject: 62 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 63 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 64 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 61\n",
+      "Iter: 1 Subject: 62\n",
+      "Iter: 3 Subject: 61Iter: 1 Subject: 63\n",
+      "\n",
+      "Iter: 1 Subject: 64\n",
+      "Iter: 2 Subject: 62\n",
+      "Iter: 4 Subject: 61\n",
+      "Iter: 2 Subject: 63\n",
+      "Iter: 2 Subject: 64\n",
+      "--------------------------------------------------\n",
+      "Subject: 65 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 62\n",
+      "Iter: 3 Subject: 63\n",
+      "--------------------------------------------------\n",
+      "Subject: 66 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 67 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 65\n",
+      "Iter: 4 Subject: 63\n",
+      "Iter: 1 Subject: 66\n",
+      "Iter: 1 Subject: 67\n",
+      "--------------------------------------------------\n",
+      "Subject: 68 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 66\n",
+      "Iter: 2 Subject: 65\n",
+      "Iter: 2 Subject: 67\n",
+      "Iter: 1 Subject: 68\n",
+      "--------------------------------------------------\n",
+      "Subject: 69 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 65\n",
+      "--------------------------------------------------\n",
+      "Subject: 70 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 69\n",
+      "Iter: 2 Subject: 68\n",
+      "--------------------------------------------------\n",
+      "Subject: 71 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 65\n",
+      "Iter: 1 Subject: 70\n",
+      "--------------------------------------------------\n",
+      "Subject: 72 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 71\n",
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+      "Iter: 4 Subject: 70\n",
+      "Iter: 4 Subject: 69\n",
+      "--------------------------------------------------\n",
+      "Subject: 73 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 74 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 75 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 76 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 73\n",
+      "Iter: 1 Subject: 74\n",
+      "Iter: 1 Subject: 75\n",
+      "Iter: 1 Subject: 76\n",
+      "Iter: 2 Subject: 73\n",
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+      "Iter: 2 Subject: 75\n",
+      "Iter: 3 Subject: 73\n",
+      "Iter: 3 Subject: 74\n",
+      "Iter: 3 Subject: 76Iter: 3 Subject: 75--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Subject: 77 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 73\n",
+      "Iter: 4 Subject: 75\n",
+      "--------------------------------------------------\n",
+      "Subject: 78 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------Iter: 1 Subject: 77\n",
+      "\n",
+      "\n",
+      "Subject: 79 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 80 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 78\n",
+      "Iter: 1 Subject: 79\n",
+      "Iter: 2 Subject: 77\n",
+      "Iter: 1 Subject: 80\n",
+      "--------------------------------------------------\n",
+      "Subject: 81 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 78\n",
+      "Iter: 2 Subject: 79\n",
+      "Iter: 2 Subject: 80\n",
+      "Iter: 1 Subject: 81\n",
+      "Iter: 3 Subject: 78\n",
+      "--------------------------------------------------\n",
+      "Subject: 82 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 83 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 81\n",
+      "--------------------------------------------------\n",
+      "Subject: 84 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 82\n",
+      "Iter: 1 Subject: 83\n",
+      "--------------------------------------------------\n",
+      "Subject: 85 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 84\n",
+      "Iter: 2 Subject: 82\n",
+      "Iter: 2 Subject: 83\n",
+      "Iter: 2 Subject: 84\n",
+      "Iter: 3 Subject: 82\n",
+      "Iter: 1 Subject: 85\n",
+      "--------------------------------------------------\n",
+      "Subject: 86 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 87 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 84Iter: 2 Subject: 85\n",
+      "\n",
+      "Iter: 1 Subject: 86\n",
+      "--------------------------------------------------\n",
+      "Subject: 88 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 87\n",
+      "--------------------------------------------------\n",
+      "Subject: 89 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 86\n",
+      "Iter: 1 Subject: 89\n",
+      "Iter: 1 Subject: 88\n",
+      "Iter: 2 Subject: 87\n",
+      "--------------------------------------------------\n",
+      "Subject: 90 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 89\n",
+      "Iter: 2 Subject: 88\n",
+      "--------------------------------------------------\n",
+      "Subject: 91 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 87\n",
+      "Iter: 1 Subject: 90\n",
+      "Iter: 3 Subject: 89\n",
+      "Iter: 1 Subject: 91\n",
+      "--------------------------------------------------\n",
+      "Subject: 92 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 90\n",
+      "--------------------------------------------------\n",
+      "Subject: 93 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 91\n",
+      "Iter: 1 Subject: 92\n",
+      "Iter: 3 Subject: 90\n",
+      "Iter: 3 Subject: 91\n",
+      "Iter: 1 Subject: 93\n",
+      "--------------------------------------------------\n",
+      "Subject: 94 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 95 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 95\n",
+      "--------------------------------------------------\n",
+      "Subject: 96 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 97 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 94\n",
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+      "--------------------------------------------------\n",
+      "Subject: 98 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 99 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 96\n",
+      "--------------------------------------------------Iter: 2 Subject: 98\n",
+      "Subject: 100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "Iter: 4 Subject: 96\n",
+      "--------------------------------------------------\n",
+      "Subject: 101 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 100\n",
+      "--------------------------------------------------\n",
+      "Subject: 102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 100\n",
+      "--------------------------------------------------\n",
+      "Subject: 103 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 102\n",
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+      "Iter: 3 Subject: 100\n",
+      "--------------------------------------------------\n",
+      "Subject: 104 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 102Iter: 1 Subject: 103\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 105 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 104\n",
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+      "Iter: 2 Subject: 104\n",
+      "--------------------------------------------------\n",
+      "Subject: 106 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 107 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 108 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 109 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 107\n",
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+      "Iter: 3 Subject: 107\n",
+      "--------------------------------------------------\n",
+      "Subject: 110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 111 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 108\n",
+      "--------------------------------------------------Iter: 1 Subject: 110\n",
+      "\n",
+      "Subject: 112 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 113 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 111\n",
+      "Iter: 2 Subject: 111Iter: 2 Subject: 110\n",
+      "\n",
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+      "Iter: 3 Subject: 110\n",
+      "--------------------------------------------------\n",
+      "Subject: 114 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 115 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 114\n",
+      "--------------------------------------------------\n",
+      "Subject: 116 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 117 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 115\n",
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+      "--------------------------------------------------Iter: 3 Subject: 116\n",
+      "\n",
+      "Subject: 118 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 119 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 121 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 118\n",
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+      "Iter: 2 Subject: 119Iter: 2 Subject: 120\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 123 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 122 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 125--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "\n",
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+      "Iter: 2 Subject: 137--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 152Iter: 1 Subject: 153\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 1 Subject: 156\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Subject: 163 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------Iter: 1 Subject: 162\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "\n",
+      "Subject: 165 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 163\n",
+      "Iter: 2 Subject: 162Iter: 1 Subject: 164\n",
+      "\n",
+      "Iter: 1 Subject: 165\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 163\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 178--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "----------------------------------------------------------------------------------------------------\n",
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+      "\n",
+      "--------------------------------------------------\n",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 199\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 217 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 232Iter: 1 Subject: 233\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 234 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 235 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 237 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 238 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 243 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 244 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 245 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 247 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 246\n",
+      "--------------------------------------------------\n",
+      "Subject: 248 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 249 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
+      "Subject: 252 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 1 Subject: 259\n",
+      "Iter: 1 Subject: 260--------------------------------------------------\n",
+      "Subject: 261 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 263 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 264 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 267 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 271\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 272\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 287 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 4 Subject: 283Iter: 2 Subject: 285\n",
+      "\n",
+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 308--------------------------------------------------\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Subject: 310 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 309\n",
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+      "\n",
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+      "Iter: 2 Subject: 311\n",
+      "Iter: 2 Subject: 312--------------------------------------------------\n",
+      "Subject: 313 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 316 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 319 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 320 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "Subject: 321 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 322 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 325 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Subject: 333 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 335 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 337 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 337Iter: 3 Subject: 336Iter: 1 Subject: 338\n",
+      "\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 340 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 341 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 342 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 343 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 344 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 345 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 346 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 343\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 344Iter: 1 Subject: 345\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 347 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 352 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 353 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
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+      "\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 381 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 382 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 6 Subject: 377\n",
+      "--------------------------------------------------\n",
+      "Subject: 383 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 387 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Iter: 2 Subject: 399--------------------------------------------------\n",
+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 407 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 408 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 413 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 414 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 412\n",
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+      "--------------------------------------------------\n",
+      "Subject: 416 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 417 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 418 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 417Iter: 3 Subject: 415\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 419 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 417\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 416\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 438 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 437\n",
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+      "--------------------------------------------------Iter: 1 Subject: 439\n",
+      "Subject: 440 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 442 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 440\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 444 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 445 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 447 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 444\n",
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+      "Iter: 1 Subject: 446\n",
+      "Iter: 1 Subject: 447--------------------------------------------------\n",
+      "\n",
+      "Subject: 448 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 449 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 454 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 455 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 456 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 454\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 455\n",
+      "--------------------------------------------------\n",
+      "Subject: 457 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 3 Subject: 463--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 1 Subject: 465\n",
+      "\n",
+      "\n",
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+      "Subject: 467 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "----------------------------------------------------------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 488 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 493 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 491\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 492\n",
+      "--------------------------------------------------\n",
+      "Subject: 494 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------Iter: 3 Subject: 493\n",
+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 503 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 504\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 510 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 513 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 514 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 520 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 523 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 524 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 526 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 528 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "Subject: 529 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 1 Subject: 527\n",
+      "\n",
+      "Iter: 3 Subject: 526Iter: 1 Subject: 528\n",
+      "\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 530 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 528\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------Iter: 2 Subject: 538Iter: 1 Subject: 539\n",
+      "\n",
+      "\n",
+      "Subject: 541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 542 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 543 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 546 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 547 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "Subject: 548 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Iter: 2 Subject: 551--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 556 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 557\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
+      "Subject: 564 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
+      "Subject: 565 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "--------------------------------------------------\n",
+      "Subject: 566 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 565\n",
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+      "--------------------------------------------------\n",
+      "Subject: 567 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "Subject: 569 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 575 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 573Iter: 3 Subject: 572\n",
+      "\n",
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+      "Subject: 577 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "--------------------------------------------------\n",
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+      "--------------------------------------------------\n",
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+      "Subject: 594 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 592Iter: 3 Subject: 591\n",
+      "\n",
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+      "--------------------------------------------------\n",
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+      "\n",
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+      "Iter: 2 Subject: 597\n",
+      "--------------------------------------------------\n",
+      "Subject: 600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 599\n",
+      "Subject: 601 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 598\n",
+      "--------------------------------------------------\n",
+      "Subject: 602 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 599\n",
+      "Iter: 1 Subject: 600\n",
+      "Iter: 1 Subject: 601\n",
+      "Iter: 1 Subject: 602\n",
+      "Iter: 3 Subject: 599\n",
+      "Iter: 2 Subject: 600\n",
+      "Iter: 2 Subject: 601\n",
+      "--------------------------------------------------\n",
+      "Subject: 603 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 602\n",
+      "--------------------------------------------------\n",
+      "Subject: 604 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 605 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 603\n",
+      "Iter: 3 Subject: 602\n",
+      "Iter: 1 Subject: 604\n",
+      "Iter: 1 Subject: 605\n",
+      "Iter: 2 Subject: 603\n",
+      "--------------------------------------------------\n",
+      "Subject: 606 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 607 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 604\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 605\n",
+      "Iter: 1 Subject: 606\n",
+      "Iter: 1 Subject: 607\n",
+      "--------------------------------------------------\n",
+      "Subject: 608 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 604\n",
+      "Iter: 2 Subject: 606\n",
+      "Iter: 1 Subject: 608\n",
+      "--------------------------------------------------\n",
+      "Subject: 609 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 607\n",
+      "Iter: 3 Subject: 606\n",
+      "Iter: 2 Subject: 608--------------------------------------------------\n",
+      "\n",
+      "Subject: 610 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 609\n",
+      "--------------------------------------------------\n",
+      "Subject: 611 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 608\n",
+      "Iter: 2 Subject: 609\n",
+      "Iter: 1 Subject: 610\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 611\n",
+      "Subject: 612 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 609\n",
+      "Iter: 2 Subject: 610\n",
+      "Iter: 2 Subject: 611\n",
+      "Iter: 1 Subject: 612\n",
+      "--------------------------------------------------\n",
+      "Subject: 613 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 610\n",
+      "--------------------------------------------------\n",
+      "Subject: 614 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 612\n",
+      "Iter: 1 Subject: 613\n",
+      "--------------------------------------------------\n",
+      "Subject: 615 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 612\n",
+      "Iter: 1 Subject: 614\n",
+      "Iter: 2 Subject: 613\n",
+      "Iter: 1 Subject: 615\n",
+      "--------------------------------------------------\n",
+      "Subject: 616 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 617 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 614Iter: 2 Subject: 615\n",
+      "\n",
+      "Iter: 3 Subject: 615Iter: 1 Subject: 617\n",
+      "\n",
+      "Iter: 1 Subject: 616--------------------------------------------------\n",
+      "\n",
+      "Subject: 618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 617\n",
+      "Subject: 619 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 616Iter: 1 Subject: 618\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 620 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 619\n",
+      "Iter: 3 Subject: 616\n",
+      "Iter: 2 Subject: 618\n",
+      "Iter: 1 Subject: 620\n",
+      "--------------------------------------------------\n",
+      "Subject: 621 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 619\n",
+      "Iter: 3 Subject: 618\n",
+      "Iter: 1 Subject: 621\n",
+      "Iter: 2 Subject: 620\n",
+      "--------------------------------------------------\n",
+      "Subject: 622 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 621\n",
+      "Iter: 3 Subject: 620\n",
+      "Iter: 1 Subject: 623\n",
+      "Iter: 1 Subject: 622\n",
+      "Iter: 3 Subject: 621\n",
+      "Iter: 4 Subject: 620\n",
+      "Iter: 2 Subject: 623\n",
+      "--------------------------------------------------\n",
+      "Subject: 624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 622\n",
+      "--------------------------------------------------\n",
+      "Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 624\n",
+      "Iter: 3 Subject: 622Iter: 3 Subject: 623\n",
+      "\n",
+      "Iter: 1 Subject: 625\n",
+      "Iter: 2 Subject: 624\n",
+      "--------------------------------------------------Iter: 2 Subject: 625\n",
+      "\n",
+      "Subject: 626 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 623\n",
+      "--------------------------------------------------\n",
+      "Subject: 627 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "----------------------------------------------------------------------------------------------------Iter: 1 Subject: 626\n",
+      "\n",
+      "Subject: 629 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 628 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 627\n",
+      "Iter: 2 Subject: 626\n",
+      "Iter: 1 Subject: 628\n",
+      "Iter: 1 Subject: 629\n",
+      "Iter: 2 Subject: 627\n",
+      "Iter: 3 Subject: 626\n",
+      "Iter: 3 Subject: 627\n",
+      "Iter: 2 Subject: 628\n",
+      "Iter: 2 Subject: 629\n",
+      "--------------------------------------------------\n",
+      "Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 628\n",
+      "\n",
+      "Subject: 632 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 630\n",
+      "Iter: 1 Subject: 631\n",
+      "--------------------------------------------------\n",
+      "Subject: 633 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 632\n",
+      "Iter: 2 Subject: 630\n",
+      "Iter: 2 Subject: 631\n",
+      "--------------------------------------------------\n",
+      "Subject: 634 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 633\n",
+      "Iter: 3 Subject: 630\n",
+      "Iter: 1 Subject: 634\n",
+      "Iter: 2 Subject: 632\n",
+      "--------------------------------------------------\n",
+      "Subject: 635 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 633\n",
+      "Iter: 2 Subject: 634\n",
+      "Iter: 3 Subject: 632\n",
+      "Iter: 1 Subject: 635\n",
+      "--------------------------------------------------\n",
+      "Subject: 636 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 637 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 638 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 636\n",
+      "Iter: 2 Subject: 635\n",
+      "Iter: 1 Subject: 637\n",
+      "Iter: 1 Subject: 638\n",
+      "--------------------------------------------------\n",
+      "Subject: 639 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 636\n",
+      "Iter: 2 Subject: 638\n",
+      "Iter: 2 Subject: 637\n",
+      "Iter: 1 Subject: 639\n",
+      "Iter: 3 Subject: 636\n",
+      "Iter: 3 Subject: 637\n",
+      "Iter: 3 Subject: 638\n",
+      "--------------------------------------------------\n",
+      "Subject: 640 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 639\n",
+      "--------------------------------------------------\n",
+      "Subject: 641 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 642 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 640\n",
+      "--------------------------------------------------\n",
+      "Subject: 643 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 640\n",
+      "Iter: 1 Subject: 641\n",
+      "Iter: 1 Subject: 642\n",
+      "Iter: 1 Subject: 643\n",
+      "Iter: 3 Subject: 640Iter: 2 Subject: 642\n",
+      "\n",
+      "Iter: 2 Subject: 641\n",
+      "Iter: 2 Subject: 643\n",
+      "--------------------------------------------------\n",
+      "Subject: 644 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 641\n",
+      "Iter: 3 Subject: 642\n",
+      "--------------------------------------------------\n",
+      "Subject: 645 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 644\n",
+      "--------------------------------------------------\n",
+      "Subject: 646 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 645\n",
+      "--------------------------------------------------\n",
+      "Subject: 647 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 644\n",
+      "Iter: 1 Subject: 646Iter: 1 Subject: 647\n",
+      "\n",
+      "Iter: 2 Subject: 645\n",
+      "Iter: 3 Subject: 644\n",
+      "Iter: 2 Subject: 646\n",
+      "Iter: 3 Subject: 645\n",
+      "Iter: 2 Subject: 647\n",
+      "--------------------------------------------------\n",
+      "Subject: 648 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 649 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 646\n",
+      "Iter: 3 Subject: 647\n",
+      "Iter: 1 Subject: 648\n",
+      "--------------------------------------------------\n",
+      "Subject: 650 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 649\n",
+      "Iter: 4 Subject: 647\n",
+      "Iter: 2 Subject: 648\n",
+      "Iter: 1 Subject: 650\n",
+      "Iter: 2 Subject: 649\n",
+      "--------------------------------------------------\n",
+      "Subject: 651 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 652 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 648\n",
+      "Iter: 2 Subject: 650\n",
+      "Iter: 1 Subject: 651\n",
+      "--------------------------------------------------\n",
+      "Subject: 653 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 652\n",
+      "Iter: 3 Subject: 650\n",
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+      "Iter: 1 Subject: 653\n",
+      "Iter: 4 Subject: 650\n",
+      "Iter: 2 Subject: 652\n",
+      "Iter: 3 Subject: 651\n",
+      "--------------------------------------------------\n",
+      "Subject: 654 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 653\n",
+      "Iter: 3 Subject: 652\n",
+      "--------------------------------------------------\n",
+      "Subject: 655 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 654\n",
+      "\n",
+      "Subject: 656 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 655\n",
+      "Iter: 4 Subject: 652\n",
+      "Iter: 1 Subject: 656\n",
+      "Iter: 2 Subject: 654\n",
+      "Iter: 2 Subject: 655\n",
+      "Iter: 5 Subject: 652\n",
+      "Iter: 3 Subject: 654\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 655Subject: 657 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 656\n",
+      "--------------------------------------------------\n",
+      "Subject: 658 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 4 Subject: 655Iter: 3 Subject: 656\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 657\n",
+      "--------------------------------------------------\n",
+      "Subject: 659 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 658\n",
+      "--------------------------------------------------Iter: 2 Subject: 657\n",
+      "Subject: 660 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 2 Subject: 658\n",
+      "Iter: 1 Subject: 659\n",
+      "Iter: 3 Subject: 657\n",
+      "Iter: 1 Subject: 660Iter: 3 Subject: 658\n",
+      "\n",
+      "Iter: 2 Subject: 659\n",
+      "--------------------------------------------------\n",
+      "Subject: 661 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 662 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 660\n",
+      "Iter: 3 Subject: 659\n",
+      "Iter: 1 Subject: 661\n",
+      "Iter: 1 Subject: 662\n",
+      "Iter: 3 Subject: 660\n",
+      "--------------------------------------------------\n",
+      "Subject: 663 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 661--------------------------------------------------\n",
+      "\n",
+      "Subject: 664 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 662\n",
+      "Iter: 1 Subject: 663\n",
+      "Iter: 3 Subject: 661\n",
+      "Iter: 1 Subject: 664\n",
+      "Iter: 3 Subject: 662\n",
+      "Iter: 2 Subject: 663\n",
+      "Iter: 2 Subject: 664Iter: 4 Subject: 661\n",
+      "\n",
+      "Iter: 4 Subject: 662\n",
+      "--------------------------------------------------\n",
+      "Subject: 665 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 666 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 664\n",
+      "--------------------------------------------------\n",
+      "Subject: 667 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 665\n",
+      "Iter: 1 Subject: 666\n",
+      "--------------------------------------------------\n",
+      "Subject: 668 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 667\n",
+      "Iter: 2 Subject: 665\n",
+      "Iter: 2 Subject: 666\n",
+      "Iter: 1 Subject: 668Iter: 2 Subject: 667\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 669 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 670 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 667\n",
+      "Iter: 2 Subject: 668\n",
+      "Iter: 1 Subject: 669\n",
+      "Iter: 1 Subject: 670\n",
+      "--------------------------------------------------\n",
+      "Subject: 671 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 668\n",
+      "Iter: 2 Subject: 670\n",
+      "Iter: 2 Subject: 669\n",
+      "--------------------------------------------------\n",
+      "Subject: 672 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 671\n",
+      "--------------------------------------------------\n",
+      "Subject: 673 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 669\n",
+      "Iter: 2 Subject: 671Iter: 1 Subject: 672\n",
+      "\n",
+      "Iter: 1 Subject: 673\n",
+      "--------------------------------------------------\n",
+      "Subject: 674 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 675 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 672\n",
+      "Iter: 2 Subject: 673\n",
+      "Iter: 1 Subject: 675\n",
+      "Iter: 1 Subject: 674\n",
+      "Iter: 3 Subject: 672\n",
+      "Iter: 3 Subject: 673\n",
+      "Iter: 2 Subject: 675Iter: 2 Subject: 674\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 676 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 677 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 674\n",
+      "Iter: 1 Subject: 676--------------------------------------------------\n",
+      "\n",
+      "Subject: 678 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 677\n",
+      "--------------------------------------------------\n",
+      "Subject: 679 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 676\n",
+      "Iter: 1 Subject: 678\n",
+      "--------------------------------------------------\n",
+      "Subject: 680 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 677\n",
+      "Iter: 1 Subject: 679Iter: 1 Subject: 680\n",
+      "Iter: 2 Subject: 678\n",
+      "\n",
+      "Iter: 3 Subject: 677\n",
+      "Iter: 2 Subject: 679\n",
+      "Iter: 2 Subject: 680\n",
+      "--------------------------------------------------\n",
+      "Subject: 681 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 678\n",
+      "Iter: 3 Subject: 679\n",
+      "Iter: 3 Subject: 680\n",
+      "--------------------------------------------------\n",
+      "Subject: 682 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 683 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 681\n",
+      "--------------------------------------------------\n",
+      "Subject: 684 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 683\n",
+      "Iter: 1 Subject: 682\n",
+      "Iter: 2 Subject: 681\n",
+      "Iter: 1 Subject: 684\n",
+      "Iter: 2 Subject: 683\n",
+      "Iter: 2 Subject: 682\n",
+      "Iter: 3 Subject: 681\n",
+      "Iter: 2 Subject: 684\n",
+      "Iter: 3 Subject: 682\n",
+      "--------------------------------------------------\n",
+      "Subject: 685 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 683\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 686 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 684\n",
+      "Iter: 4 Subject: 682\n",
+      "Iter: 1 Subject: 685\n",
+      "--------------------------------------------------Iter: 1 Subject: 686\n",
+      "\n",
+      "Subject: 687 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 686\n",
+      "Iter: 1 Subject: 687Iter: 2 Subject: 685\n",
+      "\n",
+      "Iter: 1 Subject: 688\n",
+      "Iter: 2 Subject: 687\n",
+      "--------------------------------------------------\n",
+      "Subject: 689 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 685\n",
+      "Iter: 3 Subject: 687\n",
+      "Iter: 2 Subject: 688\n",
+      "Iter: 1 Subject: 689--------------------------------------------------\n",
+      "Subject: 690 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 691 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 692 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 690\n",
+      "Iter: 2 Subject: 689\n",
+      "Iter: 1 Subject: 692\n",
+      "Iter: 1 Subject: 691\n",
+      "--------------------------------------------------\n",
+      "Subject: 693 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 690\n",
+      "Iter: 2 Subject: 692\n",
+      "Iter: 1 Subject: 693\n",
+      "Iter: 3 Subject: 690\n",
+      "Iter: 2 Subject: 691\n",
+      "Iter: 3 Subject: 692\n",
+      "--------------------------------------------------\n",
+      "Subject: 694 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 695 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 693\n",
+      "Iter: 4 Subject: 692\n",
+      "Iter: 3 Subject: 693\n",
+      "Iter: 1 Subject: 695\n",
+      "Iter: 1 Subject: 694\n",
+      "--------------------------------------------------\n",
+      "Subject: 696 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 697 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 695\n",
+      "Iter: 2 Subject: 694\n",
+      "Iter: 1 Subject: 696\n",
+      "Iter: 1 Subject: 697\n",
+      "--------------------------------------------------\n",
+      "Subject: 698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 694\n",
+      "Iter: 2 Subject: 696\n",
+      "Iter: 2 Subject: 697\n",
+      "Iter: 1 Subject: 698\n",
+      "--------------------------------------------------\n",
+      "Subject: 699 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 700 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 698\n",
+      "Iter: 3 Subject: 697\n",
+      "Iter: 1 Subject: 699\n",
+      "--------------------------------------------------\n",
+      "Subject: 701 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 700\n",
+      "--------------------------------------------------\n",
+      "Subject: 702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 699\n",
+      "Iter: 1 Subject: 701\n",
+      "Iter: 2 Subject: 700\n",
+      "Iter: 1 Subject: 702\n",
+      "Iter: 3 Subject: 700\n",
+      "Iter: 3 Subject: 699\n",
+      "Iter: 2 Subject: 701\n",
+      "--------------------------------------------------\n",
+      "Subject: 703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 701\n",
+      "Iter: 2 Subject: 702\n",
+      "--------------------------------------------------Iter: 1 Subject: 703\n",
+      "\n",
+      "Subject: 705 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 704\n",
+      "Iter: 3 Subject: 702\n",
+      "Iter: 1 Subject: 705--------------------------------------------------\n",
+      "\n",
+      "Subject: 706 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 703\n",
+      "Iter: 2 Subject: 704\n",
+      "Iter: 1 Subject: 706\n",
+      "Iter: 2 Subject: 705\n",
+      "Iter: 3 Subject: 703\n",
+      "Iter: 3 Subject: 704\n",
+      "Iter: 2 Subject: 706\n",
+      "Iter: 3 Subject: 705\n",
+      "--------------------------------------------------\n",
+      "Subject: 707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 708 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 709 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 710 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 708\n",
+      "Iter: 1 Subject: 709Iter: 1 Subject: 707\n",
+      "\n",
+      "Iter: 1 Subject: 710\n",
+      "Iter: 2 Subject: 708\n",
+      "Iter: 2 Subject: 709\n",
+      "Iter: 2 Subject: 707\n",
+      "Iter: 2 Subject: 710\n",
+      "Iter: 3 Subject: 708\n",
+      "Iter: 3 Subject: 709\n",
+      "Iter: 4 Subject: 708\n",
+      "Iter: 3 Subject: 707\n",
+      "Iter: 3 Subject: 710\n",
+      "--------------------------------------------------\n",
+      "Subject: 711 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 712 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 4 Subject: 710\n",
+      "Iter: 1 Subject: 712\n",
+      "Iter: 1 Subject: 711\n",
+      "Iter: 1 Subject: 713\n",
+      "--------------------------------------------------\n",
+      "Subject: 714 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 712\n",
+      "Iter: 1 Subject: 714\n",
+      "Iter: 2 Subject: 713\n",
+      "Iter: 2 Subject: 711\n",
+      "Iter: 3 Subject: 712\n",
+      "Iter: 2 Subject: 714\n",
+      "Iter: 3 Subject: 713\n",
+      "Iter: 3 Subject: 711\n",
+      "--------------------------------------------------\n",
+      "Subject: 715 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 714\n",
+      "--------------------------------------------------\n",
+      "Subject: 716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 715\n",
+      "--------------------------------------------------\n",
+      "Subject: 717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 718 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 716\n",
+      "Iter: 1 Subject: 717Iter: 2 Subject: 715\n",
+      "\n",
+      "Iter: 1 Subject: 718\n",
+      "Iter: 3 Subject: 715\n",
+      "Iter: 2 Subject: 716\n",
+      "--------------------------------------------------\n",
+      "Subject: 719 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 717\n",
+      "--------------------------------------------------\n",
+      "Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 718\n",
+      "Iter: 1 Subject: 719\n",
+      "Iter: 3 Subject: 717\n",
+      "Iter: 1 Subject: 720\n",
+      "--------------------------------------------------\n",
+      "Subject: 721 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 719\n",
+      "--------------------------------------------------\n",
+      "Subject: 722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 720\n",
+      "Iter: 1 Subject: 721\n",
+      "Iter: 1 Subject: 722\n",
+      "Iter: 3 Subject: 719\n",
+      "Iter: 3 Subject: 720\n",
+      "Iter: 2 Subject: 722\n",
+      "Iter: 4 Subject: 719\n",
+      "Iter: 2 Subject: 721\n",
+      "--------------------------------------------------\n",
+      "Subject: 723 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 724 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 725 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 721\n",
+      "Iter: 1 Subject: 723\n",
+      "Iter: 1 Subject: 724\n",
+      "--------------------------------------------------\n",
+      "Subject: 726 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 725\n",
+      "Iter: 2 Subject: 723\n",
+      "Iter: 2 Subject: 724\n",
+      "Iter: 2 Subject: 725\n",
+      "Iter: 1 Subject: 726\n",
+      "Iter: 3 Subject: 723\n",
+      "Iter: 3 Subject: 724\n",
+      "Iter: 2 Subject: 726\n",
+      "Iter: 3 Subject: 725\n",
+      "--------------------------------------------------\n",
+      "Subject: 727 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 729 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 726\n",
+      "Iter: 1 Subject: 727\n",
+      "Iter: 1 Subject: 729\n",
+      "Iter: 1 Subject: 728\n",
+      "--------------------------------------------------\n",
+      "Subject: 730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 727\n",
+      "Iter: 2 Subject: 729\n",
+      "Iter: 2 Subject: 728\n",
+      "Iter: 1 Subject: 730\n",
+      "Iter: 3 Subject: 727\n",
+      "Iter: 3 Subject: 728\n",
+      "Iter: 3 Subject: 729\n",
+      "Iter: 2 Subject: 730\n",
+      "--------------------------------------------------\n",
+      "Subject: 731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 732 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 730\n",
+      "--------------------------------------------------\n",
+      "Subject: 733 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 731\n",
+      "--------------------------------------------------\n",
+      "Subject: 734 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 732\n",
+      "Iter: 1 Subject: 733Iter: 2 Subject: 731\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 732\n",
+      "Iter: 1 Subject: 734\n",
+      "Iter: 2 Subject: 733\n",
+      "Iter: 1 Subject: 735\n",
+      "Iter: 3 Subject: 732\n",
+      "--------------------------------------------------\n",
+      "Subject: 736 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 734\n",
+      "--------------------------------------------------\n",
+      "Subject: 737 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 735\n",
+      "Iter: 3 Subject: 734\n",
+      "Iter: 1 Subject: 736\n",
+      "Iter: 3 Subject: 735Iter: 1 Subject: 737\n",
+      "\n",
+      "Iter: 2 Subject: 736\n",
+      "--------------------------------------------------\n",
+      "Subject: 738 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 737\n",
+      "--------------------------------------------------\n",
+      "Subject: 740 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 738\n",
+      "Iter: 1 Subject: 739\n",
+      "--------------------------------------------------\n",
+      "Subject: 741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 740\n",
+      "Iter: 2 Subject: 738\n",
+      "Iter: 1 Subject: 741\n",
+      "Iter: 2 Subject: 739\n",
+      "--------------------------------------------------\n",
+      "Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 740\n",
+      "Iter: 2 Subject: 741\n",
+      "Iter: 3 Subject: 739\n",
+      "Iter: 1 Subject: 742\n",
+      "--------------------------------------------------\n",
+      "Subject: 743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 741\n",
+      "\n",
+      "Subject: 744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 742\n",
+      "Iter: 1 Subject: 743\n",
+      "--------------------------------------------------\n",
+      "Subject: 745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 1 Subject: 744\n",
+      "\n",
+      "Iter: 3 Subject: 742\n",
+      "Iter: 2 Subject: 744Iter: 2 Subject: 743\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 745\n",
+      "Iter: 3 Subject: 744\n",
+      "Iter: 3 Subject: 743\n",
+      "Iter: 2 Subject: 745\n",
+      "Iter: 1 Subject: 746\n",
+      "--------------------------------------------------\n",
+      "Subject: 747 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 746--------------------------------------------------\n",
+      "\n",
+      "Subject: 749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 747\n",
+      "Iter: 1 Subject: 748\n",
+      "Iter: 3 Subject: 746\n",
+      "Iter: 1 Subject: 749\n",
+      "Iter: 2 Subject: 747\n",
+      "--------------------------------------------------\n",
+      "Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 749\n",
+      "Iter: 2 Subject: 748\n",
+      "Iter: 3 Subject: 749\n",
+      "Iter: 1 Subject: 750\n",
+      "Iter: 3 Subject: 747\n",
+      "Iter: 3 Subject: 748\n",
+      "Iter: 2 Subject: 750\n",
+      "--------------------------------------------------\n",
+      "Subject: 751 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 749\n",
+      "--------------------------------------------------\n",
+      "Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 750\n",
+      "Iter: 1 Subject: 751\n",
+      "Iter: 1 Subject: 752\n",
+      "Iter: 1 Subject: 753\n",
+      "--------------------------------------------------\n",
+      "Subject: 754 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 751\n",
+      "Iter: 2 Subject: 752\n",
+      "Iter: 2 Subject: 753\n",
+      "Iter: 1 Subject: 754\n",
+      "--------------------------------------------------\n",
+      "Subject: 755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 751\n",
+      "--------------------------------------------------\n",
+      "Subject: 756 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 754\n",
+      "Iter: 1 Subject: 755\n",
+      "--------------------------------------------------\n",
+      "Subject: 757 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 756\n",
+      "Iter: 2 Subject: 755\n",
+      "Iter: 1 Subject: 757\n",
+      "Iter: 3 Subject: 755Iter: 1 Subject: 758\n",
+      "\n",
+      "Iter: 2 Subject: 756\n",
+      "Iter: 2 Subject: 757\n",
+      "--------------------------------------------------\n",
+      "Subject: 759 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 758\n",
+      "Iter: 3 Subject: 756\n",
+      "Iter: 3 Subject: 757\n",
+      "Iter: 1 Subject: 759\n",
+      "Iter: 3 Subject: 758\n",
+      "Iter: 4 Subject: 756\n",
+      "--------------------------------------------------\n",
+      "Subject: 760 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 759\n",
+      "--------------------------------------------------\n",
+      "Subject: 762 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 760\n",
+      "Iter: 1 Subject: 761\n",
+      "Iter: 3 Subject: 759\n",
+      "Iter: 1 Subject: 762\n",
+      "Iter: 2 Subject: 760\n",
+      "Iter: 4 Subject: 759\n",
+      "Iter: 2 Subject: 761\n",
+      "Iter: 3 Subject: 760\n",
+      "Iter: 2 Subject: 762\n",
+      "--------------------------------------------------\n",
+      "Subject: 763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 761\n",
+      "\n",
+      "Subject: 764 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 762\n",
+      "Iter: 1 Subject: 763\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "Subject: 765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 764\n",
+      "Iter: 2 Subject: 763\n",
+      "Iter: 1 Subject: 766\n",
+      "Iter: 1 Subject: 765\n",
+      "Iter: 2 Subject: 764\n",
+      "--------------------------------------------------\n",
+      "Subject: 767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 765\n",
+      "Iter: 2 Subject: 766\n",
+      "--------------------------------------------------\n",
+      "Subject: 768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 766\n",
+      "Iter: 1 Subject: 767\n",
+      "Iter: 1 Subject: 768\n",
+      "Iter: 1 Subject: 769\n",
+      "--------------------------------------------------\n",
+      "Subject: 770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 767\n",
+      "Iter: 2 Subject: 768\n",
+      "Iter: 2 Subject: 769\n",
+      "Iter: 3 Subject: 767\n",
+      "Iter: 1 Subject: 770\n",
+      "--------------------------------------------------\n",
+      "Subject: 771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 769\n",
+      "Iter: 4 Subject: 767\n",
+      "Iter: 1 Subject: 771Iter: 2 Subject: 770\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 772 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 771Iter: 1 Subject: 772\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 773\n",
+      "Iter: 1 Subject: 774\n",
+      "Iter: 2 Subject: 772\n",
+      "Iter: 1 Subject: 775\n",
+      "Iter: 2 Subject: 773\n",
+      "--------------------------------------------------\n",
+      "Subject: 776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 774\n",
+      "Iter: 2 Subject: 775\n",
+      "--------------------------------------------------\n",
+      "Subject: 777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 773\n",
+      "Iter: 3 Subject: 775\n",
+      "Iter: 1 Subject: 776\n",
+      "Iter: 1 Subject: 777\n",
+      "--------------------------------------------------\n",
+      "Subject: 778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 776\n",
+      "Iter: 2 Subject: 777\n",
+      "Iter: 1 Subject: 779\n",
+      "Iter: 1 Subject: 778\n",
+      "Iter: 3 Subject: 776\n",
+      "--------------------------------------------------\n",
+      "Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 779\n",
+      "Iter: 2 Subject: 778\n",
+      "Iter: 1 Subject: 780\n",
+      "Iter: 3 Subject: 779\n",
+      "Iter: 4 Subject: 776\n",
+      "Iter: 3 Subject: 778\n",
+      "Iter: 2 Subject: 780\n",
+      "--------------------------------------------------\n",
+      "Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 782 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 780\n",
+      "Iter: 1 Subject: 781\n",
+      "Iter: 1 Subject: 782\n",
+      "Iter: 1 Subject: 783\n",
+      "--------------------------------------------------\n",
+      "Subject: 784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 781\n",
+      "Iter: 2 Subject: 782\n",
+      "Iter: 2 Subject: 783\n",
+      "Iter: 3 Subject: 781\n",
+      "Iter: 1 Subject: 784\n",
+      "Iter: 3 Subject: 782\n",
+      "Iter: 3 Subject: 783\n",
+      "--------------------------------------------------\n",
+      "Subject: 785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 784\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--------------------------------------------------\n",
+      "Subject: 786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 784\n",
+      "Iter: 1 Subject: 785\n",
+      "Iter: 1 Subject: 786\n",
+      "Iter: 1 Subject: 787\n",
+      "Iter: 2 Subject: 785\n",
+      "--------------------------------------------------\n",
+      "Subject: 788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 786\n",
+      "Iter: 3 Subject: 785Iter: 2 Subject: 787\n",
+      "\n",
+      "Iter: 1 Subject: 788\n",
+      "--------------------------------------------------\n",
+      "Subject: 789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 786\n",
+      "Iter: 3 Subject: 787\n",
+      "Iter: 2 Subject: 788\n",
+      "--------------------------------------------------\n",
+      "Subject: 790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 789\n",
+      "Iter: 4 Subject: 786\n",
+      "Iter: 3 Subject: 788\n",
+      "Iter: 1 Subject: 790\n",
+      "Iter: 4 Subject: 788\n",
+      "Iter: 2 Subject: 789--------------------------------------------------\n",
+      "\n",
+      "Subject: 791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 790\n",
+      "\n",
+      "Iter: 3 Subject: 789\n",
+      "--------------------------------------------------\n",
+      "Subject: 793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 791\n",
+      "Iter: 1 Subject: 792\n",
+      "--------------------------------------------------\n",
+      "Subject: 794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 792Iter: 2 Subject: 791\n",
+      "\n",
+      "Iter: 1 Subject: 793Iter: 1 Subject: 794\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 793\n",
+      "Iter: 2 Subject: 794\n",
+      "Iter: 1 Subject: 795\n",
+      "Iter: 3 Subject: 793\n",
+      "Iter: 1 Subject: 796\n",
+      "Iter: 3 Subject: 794\n",
+      "--------------------------------------------------\n",
+      "Subject: 797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 795\n",
+      "--------------------------------------------------\n",
+      "Subject: 798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 796\n",
+      "Iter: 3 Subject: 795\n",
+      "Iter: 1 Subject: 797\n",
+      "Iter: 1 Subject: 798\n",
+      "--------------------------------------------------\n",
+      "Subject: 799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 797\n",
+      "Iter: 3 Subject: 796\n",
+      "Iter: 1 Subject: 799\n",
+      "--------------------------------------------------\n",
+      "Subject: 800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 798\n",
+      "Iter: 4 Subject: 796\n",
+      "Iter: 2 Subject: 799\n",
+      "--------------------------------------------------Iter: 1 Subject: 800\n",
+      "\n",
+      "Subject: 801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 798\n",
+      "--------------------------------------------------\n",
+      "Subject: 802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 2 Subject: 800\n",
+      "Subject: 803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 801\n",
+      "--------------------------------------------------\n",
+      "Subject: 804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 803\n",
+      "Iter: 2 Subject: 801\n",
+      "Iter: 1 Subject: 802\n",
+      "Iter: 1 Subject: 804\n",
+      "Iter: 3 Subject: 801\n",
+      "Iter: 2 Subject: 803\n",
+      "Iter: 2 Subject: 802\n",
+      "--------------------------------------------------\n",
+      "Subject: 805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 804\n",
+      "Iter: 3 Subject: 803\n",
+      "--------------------------------------------------\n",
+      "Subject: 806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 805\n",
+      "Iter: 3 Subject: 804Iter: 4 Subject: 803\n",
+      "\n",
+      "Iter: 1 Subject: 806\n",
+      "Iter: 2 Subject: 805\n",
+      "--------------------------------------------------\n",
+      "Subject: 807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 805\n",
+      "Iter: 2 Subject: 806\n",
+      "Iter: 1 Subject: 808\n",
+      "Iter: 1 Subject: 807\n",
+      "--------------------------------------------------\n",
+      "Subject: 809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 806\n",
+      "Iter: 2 Subject: 808Iter: 2 Subject: 807\n",
+      "\n",
+      "Iter: 1 Subject: 809\n",
+      "--------------------------------------------------\n",
+      "Subject: 810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 811 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 808\n",
+      "Iter: 2 Subject: 809\n",
+      "Iter: 1 Subject: 810\n",
+      "--------------------------------------------------\n",
+      "Subject: 812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 811\n",
+      "Iter: 3 Subject: 809\n",
+      "Iter: 2 Subject: 810\n",
+      "Iter: 1 Subject: 812\n",
+      "Iter: 2 Subject: 811\n",
+      "--------------------------------------------------\n",
+      "Subject: 813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 811\n",
+      "Iter: 1 Subject: 813\n",
+      "Iter: 2 Subject: 812\n",
+      "Iter: 1 Subject: 814\n",
+      "--------------------------------------------------\n",
+      "Subject: 815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 812\n",
+      "Iter: 2 Subject: 813\n",
+      "Iter: 2 Subject: 814\n",
+      "Iter: 1 Subject: 815\n",
+      "Iter: 4 Subject: 812\n",
+      "--------------------------------------------------\n",
+      "Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 815\n",
+      "Iter: 1 Subject: 817\n",
+      "Iter: 1 Subject: 816\n",
+      "Iter: 1 Subject: 818\n",
+      "Iter: 3 Subject: 815\n",
+      "Iter: 2 Subject: 817\n",
+      "Iter: 2 Subject: 816\n",
+      "Iter: 4 Subject: 815Iter: 2 Subject: 818\n",
+      "\n",
+      "Iter: 3 Subject: 817\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Subject: 819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 819\n",
+      "Iter: 1 Subject: 820\n",
+      "Iter: 1 Subject: 821\n",
+      "Iter: 1 Subject: 822\n",
+      "Iter: 2 Subject: 820\n",
+      "Iter: 2 Subject: 821\n",
+      "Iter: 2 Subject: 819\n",
+      "Iter: 3 Subject: 820\n",
+      "--------------------------------------------------\n",
+      "Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 822\n",
+      "--------------------------------------------------\n",
+      "Subject: 824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 819\n",
+      "Iter: 3 Subject: 822\n",
+      "Iter: 1 Subject: 823\n",
+      "Iter: 4 Subject: 819Iter: 1 Subject: 824\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 823\n",
+      "--------------------------------------------------\n",
+      "Subject: 826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 824\n",
+      "--------------------------------------------------\n",
+      "Subject: 827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 825Iter: 3 Subject: 824\n",
+      "\n",
+      "Iter: 1 Subject: 826\n",
+      "Iter: 1 Subject: 827\n",
+      "--------------------------------------------------\n",
+      "Subject: 828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 825\n",
+      "Iter: 2 Subject: 826\n",
+      "Iter: 2 Subject: 827\n",
+      "Iter: 1 Subject: 828\n",
+      "Iter: 3 Subject: 825\n",
+      "--------------------------------------------------\n",
+      "Subject: 829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 827\n",
+      "Iter: 2 Subject: 828--------------------------------------------------\n",
+      "\n",
+      "Subject: 830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 829\n",
+      "--------------------------------------------------\n",
+      "Subject: 831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 830\n",
+      "Iter: 3 Subject: 828\n",
+      "Iter: 2 Subject: 829\n",
+      "Iter: 1 Subject: 831\n",
+      "--------------------------------------------------\n",
+      "Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 830\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 830\n",
+      "Iter: 2 Subject: 831\n",
+      "Iter: 1 Subject: 832\n",
+      "Iter: 1 Subject: 833\n",
+      "Iter: 4 Subject: 830\n",
+      "Iter: 3 Subject: 831\n",
+      "Iter: 2 Subject: 832\n",
+      "Iter: 2 Subject: 833\n",
+      "--------------------------------------------------\n",
+      "Subject: 834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 834\n",
+      "Iter: 1 Subject: 835\n",
+      "Iter: 1 Subject: 836\n",
+      "Iter: 1 Subject: 837\n",
+      "Iter: 2 Subject: 835Iter: 2 Subject: 834\n",
+      "\n",
+      "Iter: 2 Subject: 836\n",
+      "--------------------------------------------------\n",
+      "Subject: 838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 837\n",
+      "Iter: 3 Subject: 834\n",
+      "Iter: 3 Subject: 836\n",
+      "Iter: 3 Subject: 837\n",
+      "Iter: 1 Subject: 838\n",
+      "--------------------------------------------------\n",
+      "Subject: 839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 840 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 839\n",
+      "Iter: 2 Subject: 838\n",
+      "Iter: 1 Subject: 840\n",
+      "Iter: 1 Subject: 841\n",
+      "Iter: 2 Subject: 839\n",
+      "Iter: 3 Subject: 838\n",
+      "Iter: 2 Subject: 840\n",
+      "--------------------------------------------------\n",
+      "Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 2 Subject: 841\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 840\n",
+      "Iter: 1 Subject: 842\n",
+      "Iter: 3 Subject: 841\n",
+      "Iter: 1 Subject: 843\n",
+      "--------------------------------------------------\n",
+      "Subject: 844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 841\n",
+      "Iter: 2 Subject: 842\n",
+      "Iter: 2 Subject: 843\n",
+      "Iter: 1 Subject: 844\n",
+      "--------------------------------------------------\n",
+      "Subject: 845 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 842\n",
+      "--------------------------------------------------\n",
+      "Subject: 846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 844\n",
+      "Iter: 1 Subject: 845\n",
+      "Iter: 1 Subject: 846\n",
+      "Iter: 1 Subject: 847\n",
+      "Iter: 3 Subject: 844\n",
+      "Iter: 2 Subject: 845\n",
+      "Iter: 2 Subject: 846\n",
+      "Iter: 4 Subject: 844\n",
+      "Iter: 3 Subject: 845\n",
+      "--------------------------------------------------\n",
+      "Subject: 848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 846\n",
+      "Iter: 2 Subject: 847\n",
+      "--------------------------------------------------\n",
+      "Subject: 849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 848\n",
+      "Iter: 3 Subject: 847\n",
+      "Iter: 1 Subject: 850\n",
+      "Iter: 1 Subject: 849\n",
+      "Iter: 2 Subject: 848\n",
+      "Iter: 4 Subject: 847\n",
+      "Iter: 2 Subject: 849Iter: 2 Subject: 850\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 3 Subject: 850--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 851\n",
+      "Iter: 1 Subject: 852\n",
+      "--------------------------------------------------\n",
+      "Subject: 854 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 853\n",
+      "Iter: 2 Subject: 851\n",
+      "Iter: 2 Subject: 852\n",
+      "Iter: 3 Subject: 851\n",
+      "Iter: 2 Subject: 853\n",
+      "Iter: 1 Subject: 854\n",
+      "--------------------------------------------------Iter: 3 Subject: 853\n",
+      "Subject: 855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 854\n",
+      "--------------------------------------------------\n",
+      "Subject: 857 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 855\n",
+      "Iter: 1 Subject: 856\n",
+      "Iter: 3 Subject: 854\n",
+      "Iter: 1 Subject: 857\n",
+      "Iter: 2 Subject: 856\n",
+      "Iter: 2 Subject: 855\n",
+      "--------------------------------------------------\n",
+      "Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 3 Subject: 855\n",
+      "Iter: 2 Subject: 857\n",
+      "--------------------------------------------------\n",
+      "Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 858\n",
+      "--------------------------------------------------\n",
+      "Subject: 860 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 859\n",
+      "Iter: 2 Subject: 858\n",
+      "Iter: 1 Subject: 861\n",
+      "Iter: 1 Subject: 860\n",
+      "Iter: 2 Subject: 859\n",
+      "Iter: 3 Subject: 858\n",
+      "Iter: 2 Subject: 860\n",
+      "--------------------------------------------------Iter: 3 Subject: 859\n",
+      "Iter: 2 Subject: 861Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "\n",
+      "Iter: 3 Subject: 861\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 860\n",
+      "Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 862\n",
+      "--------------------------------------------------\n",
+      "Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 863--------------------------------------------------\n",
+      "\n",
+      "Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 864\n",
+      "Iter: 2 Subject: 863\n",
+      "Iter: 2 Subject: 862Iter: 1 Subject: 865\n",
+      "\n",
+      "Iter: 2 Subject: 864\n",
+      "Iter: 3 Subject: 863\n",
+      "--------------------------------------------------Iter: 3 Subject: 862\n",
+      "\n",
+      "Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 865\n",
+      "--------------------------------------------------\n",
+      "Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 865\n",
+      "\n",
+      "Subject: 868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 866\n",
+      "Iter: 1 Subject: 867\n",
+      "--------------------------------------------------\n",
+      "Subject: 869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 868\n",
+      "Iter: 2 Subject: 867Iter: 2 Subject: 866\n",
+      "\n",
+      "Iter: 2 Subject: 868\n",
+      "Iter: 1 Subject: 869\n",
+      "Iter: 3 Subject: 866\n",
+      "Iter: 3 Subject: 867\n",
+      "Iter: 2 Subject: 869\n",
+      "Iter: 3 Subject: 868\n",
+      "Iter: 4 Subject: 866\n",
+      "--------------------------------------------------\n",
+      "Subject: 870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 869\n",
+      "--------------------------------------------------\n",
+      "Subject: 871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 870\n",
+      "--------------------------------------------------\n",
+      "Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 872\n",
+      "Iter: 1 Subject: 871\n",
+      "Iter: 2 Subject: 870\n",
+      "Iter: 1 Subject: 873\n",
+      "Iter: 2 Subject: 872\n",
+      "Iter: 2 Subject: 871\n",
+      "--------------------------------------------------\n",
+      "Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 871\n",
+      "Iter: 3 Subject: 872\n",
+      "Iter: 2 Subject: 873\n",
+      "--------------------------------------------------\n",
+      "Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 874\n",
+      "--------------------------------------------------\n",
+      "Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 873\n",
+      "Iter: 1 Subject: 875\n",
+      "Iter: 2 Subject: 874--------------------------------------------------\n",
+      "\n",
+      "Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 876\n",
+      "--------------------------------------------------\n",
+      "Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 876\n",
+      "Iter: 1 Subject: 877\n",
+      "Iter: 1 Subject: 878\n",
+      "Iter: 3 Subject: 876\n",
+      "Iter: 1 Subject: 879\n",
+      "Iter: 2 Subject: 877\n",
+      "Iter: 2 Subject: 878\n",
+      "--------------------------------------------------\n",
+      "Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 879\n",
+      "Iter: 3 Subject: 877\n",
+      "Iter: 3 Subject: 878\n",
+      "Iter: 1 Subject: 880Iter: 3 Subject: 879\n",
+      "\n",
+      "Iter: 4 Subject: 878\n",
+      "Iter: 4 Subject: 877\n",
+      "--------------------------------------------------\n",
+      "Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 880\n",
+      "--------------------------------------------------\n",
+      "Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 881\n",
+      "Iter: 1 Subject: 882\n",
+      "Iter: 3 Subject: 880\n",
+      "Iter: 2 Subject: 881\n",
+      "Iter: 1 Subject: 883\n",
+      "--------------------------------------------------\n",
+      "Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 882\n",
+      "Iter: 2 Subject: 883\n",
+      "Iter: 3 Subject: 881\n",
+      "Iter: 1 Subject: 884\n",
+      "Iter: 3 Subject: 882\n",
+      "Iter: 3 Subject: 883\n",
+      "Iter: 4 Subject: 881\n",
+      "Iter: 2 Subject: 884\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 887\n",
+      "Iter: 1 Subject: 885\n",
+      "Iter: 1 Subject: 886\n",
+      "Iter: 1 Subject: 888\n",
+      "Iter: 2 Subject: 887\n",
+      "Iter: 2 Subject: 885\n",
+      "Iter: 2 Subject: 886\n",
+      "--------------------------------------------------\n",
+      "Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 888\n",
+      "--------------------------------------------------\n",
+      "Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 886\n",
+      "Iter: 1 Subject: 889Iter: 3 Subject: 888\n",
+      "\n",
+      "Iter: 1 Subject: 890\n",
+      "--------------------------------------------------\n",
+      "Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 889\n",
+      "--------------------------------------------------\n",
+      "Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 890\n",
+      "Iter: 3 Subject: 889\n",
+      "Iter: 1 Subject: 891\n",
+      "Iter: 3 Subject: 890\n",
+      "Iter: 1 Subject: 892\n",
+      "--------------------------------------------------\n",
+      "Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 892\n",
+      "Iter: 1 Subject: 893Iter: 2 Subject: 891\n",
+      "\n",
+      "Iter: 1 Subject: 894\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 2 Subject: 893\n",
+      "Iter: 3 Subject: 892\n",
+      "Iter: 3 Subject: 891\n",
+      "--------------------------------------------------\n",
+      "Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 894\n",
+      "Iter: 1 Subject: 895\n",
+      "Iter: 1 Subject: 897Iter: 1 Subject: 896\n",
+      "\n",
+      "Iter: 2 Subject: 895\n",
+      "Iter: 3 Subject: 894\n",
+      "Iter: 2 Subject: 896\n",
+      "--------------------------------------------------\n",
+      "Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 897\n",
+      "Iter: 4 Subject: 894\n",
+      "--------------------------------------------------\n",
+      "Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 896\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 1 Subject: 898\n",
+      "Iter: 3 Subject: 897\n",
+      "Iter: 4 Subject: 896\n",
+      "Iter: 1 Subject: 899\n",
+      "--------------------------------------------------\n",
+      "Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 898--------------------------------------------------\n",
+      "\n",
+      "Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 899\n",
+      "--------------------------------------------------\n",
+      "Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------Iter: 1 Subject: 900\n",
+      "\n",
+      "Iter: 1 Subject: 901\n",
+      "Iter: 3 Subject: 899\n",
+      "Iter: 4 Subject: 899\n",
+      "Iter: 2 Subject: 901Iter: 2 Subject: 900\n",
+      "\n",
+      "Iter: 1 Subject: 902\n",
+      "--------------------------------------------------\n",
+      "Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 900\n",
+      "\n",
+      "Iter: 2 Subject: 902\n",
+      "Iter: 1 Subject: 903\n",
+      "--------------------------------------------------\n",
+      "Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 904\n",
+      "Iter: 3 Subject: 902\n",
+      "Iter: 2 Subject: 903\n",
+      "Iter: 2 Subject: 904\n",
+      "Iter: 1 Subject: 905\n",
+      "Iter: 4 Subject: 902\n",
+      "Iter: 3 Subject: 903--------------------------------------------------\n",
+      "\n",
+      "Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 905\n",
+      "--------------------------------------------------\n",
+      "Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 906\n",
+      "Iter: 3 Subject: 905\n",
+      "Iter: 1 Subject: 908\n",
+      "--------------------------------------------------\n",
+      "Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 907\n",
+      "Iter: 2 Subject: 906\n",
+      "Iter: 1 Subject: 909\n",
+      "Iter: 2 Subject: 908\n",
+      "Iter: 3 Subject: 906\n",
+      "Iter: 2 Subject: 907\n",
+      "Iter: 2 Subject: 909\n",
+      "Iter: 3 Subject: 907\n",
+      "--------------------------------------------------\n",
+      "Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 908\n",
+      "--------------------------------------------------\n",
+      "Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 910\n",
+      "--------------------------------------------------\n",
+      "Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 912\n",
+      "Iter: 1 Subject: 911\n",
+      "Iter: 2 Subject: 910\n",
+      "Iter: 1 Subject: 913Iter: 2 Subject: 911\n",
+      "\n",
+      "Iter: 2 Subject: 912\n",
+      "Iter: 3 Subject: 910\n",
+      "Iter: 3 Subject: 911\n",
+      "Iter: 2 Subject: 913\n",
+      "--------------------------------------------------\n",
+      "Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 915\n",
+      "Iter: 1 Subject: 914\n",
+      "Iter: 1 Subject: 917Iter: 1 Subject: 916\n",
+      "\n",
+      "Iter: 2 Subject: 915\n",
+      "Iter: 2 Subject: 914\n",
+      "Iter: 2 Subject: 917Iter: 2 Subject: 916\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 915\n",
+      "--------------------------------------------------\n",
+      "Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 917\n",
+      "Iter: 1 Subject: 918\n",
+      "--------------------------------------------------\n",
+      "Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 919\n",
+      "--------------------------------------------------\n",
+      "Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 920\n",
+      "Iter: 2 Subject: 918\n",
+      "Iter: 1 Subject: 921\n",
+      "Iter: 2 Subject: 919\n",
+      "Iter: 3 Subject: 918\n",
+      "Iter: 2 Subject: 920\n",
+      "--------------------------------------------------\n",
+      "Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "Iter: 2 Subject: 921--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 921\n",
+      "Iter: 3 Subject: 920\n",
+      "Iter: 1 Subject: 923\n",
+      "Iter: 1 Subject: 922\n",
+      "--------------------------------------------------\n",
+      "Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 920\n",
+      "Iter: 2 Subject: 923\n",
+      "Iter: 1 Subject: 924\n",
+      "--------------------------------------------------\n",
+      "Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 922\n",
+      "Iter: 2 Subject: 924\n",
+      "Iter: 3 Subject: 923\n",
+      "Iter: 1 Subject: 925\n",
+      "--------------------------------------------------\n",
+      "Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 924\n",
+      "Iter: 2 Subject: 925\n",
+      "Iter: 1 Subject: 926\n",
+      "Iter: 1 Subject: 927\n",
+      "--------------------------------------------------\n",
+      "Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 925\n",
+      "Iter: 2 Subject: 926\n",
+      "Iter: 1 Subject: 928\n",
+      "Iter: 2 Subject: 927\n",
+      "--------------------------------------------------\n",
+      "Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 928--------------------------------------------------\n",
+      "Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 927\n",
+      "Iter: 1 Subject: 929\n",
+      "Iter: 3 Subject: 928\n",
+      "--------------------------------------------------\n",
+      "Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 929\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 930\n",
+      "--------------------------------------------------\n",
+      "Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 930\n",
+      "Iter: 1 Subject: 931\n",
+      "Iter: 1 Subject: 932\n",
+      "Iter: 1 Subject: 933\n",
+      "Iter: 3 Subject: 930\n",
+      "Iter: 2 Subject: 931\n",
+      "Iter: 2 Subject: 932\n",
+      "--------------------------------------------------\n",
+      "Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 933\n",
+      "Iter: 3 Subject: 932\n",
+      "Iter: 1 Subject: 935\n",
+      "Iter: 1 Subject: 934\n",
+      "--------------------------------------------------\n",
+      "Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 934\n",
+      "Iter: 1 Subject: 936Iter: 2 Subject: 935\n",
+      "\n",
+      "Iter: 1 Subject: 937--------------------------------------------------\n",
+      "\n",
+      "Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 936\n",
+      "Iter: 3 Subject: 935\n",
+      "Iter: 2 Subject: 937\n",
+      "Iter: 1 Subject: 938\n",
+      "Iter: 3 Subject: 936Iter: 4 Subject: 935\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 938\n",
+      "--------------------------------------------------\n",
+      "Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 939\n",
+      "--------------------------------------------------\n",
+      "Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 939\n",
+      "--------------------------------------------------\n",
+      "Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 940\n",
+      "Iter: 1 Subject: 941\n",
+      "Iter: 3 Subject: 939\n",
+      "Iter: 2 Subject: 940\n",
+      "Iter: 1 Subject: 942\n",
+      "--------------------------------------------------Iter: 2 Subject: 941\n",
+      "Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "\n",
+      "Iter: 3 Subject: 940\n",
+      "--------------------------------------------------\n",
+      "Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 942\n",
+      "Iter: 1 Subject: 943\n",
+      "Iter: 3 Subject: 941\n",
+      "Iter: 1 Subject: 944\n",
+      "Iter: 3 Subject: 942\n",
+      "Iter: 2 Subject: 943\n",
+      "Iter: 4 Subject: 941\n",
+      "--------------------------------------------------\n",
+      "Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 944\n",
+      "Iter: 3 Subject: 943\n",
+      "--------------------------------------------------\n",
+      "Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 4 Subject: 943\n",
+      "Iter: 3 Subject: 944\n",
+      "Iter: 1 Subject: 945\n",
+      "Iter: 1 Subject: 946\n",
+      "--------------------------------------------------\n",
+      "Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 946\n",
+      "Iter: 2 Subject: 945\n",
+      "Iter: 1 Subject: 947\n",
+      "Iter: 3 Subject: 946\n",
+      "Iter: 1 Subject: 948\n",
+      "Iter: 3 Subject: 945\n",
+      "--------------------------------------------------\n",
+      "Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 948\n",
+      "Iter: 2 Subject: 947--------------------------------------------------\n",
+      "\n",
+      "Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 949\n",
+      "Iter: 1 Subject: 950\n",
+      "Iter: 3 Subject: 947\n",
+      "Iter: 1 Subject: 951\n",
+      "Iter: 2 Subject: 949\n",
+      "Iter: 4 Subject: 947\n",
+      "Iter: 2 Subject: 950\n",
+      "Iter: 2 Subject: 951\n",
+      "Iter: 3 Subject: 949\n",
+      "----------------------------------------------------------------------------------------------------\n",
+      "Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 953\n",
+      "Iter: 1 Subject: 952\n",
+      "Iter: 1 Subject: 954\n",
+      "Iter: 1 Subject: 955\n",
+      "Iter: 2 Subject: 953\n",
+      "Iter: 2 Subject: 952\n",
+      "Iter: 2 Subject: 955\n",
+      "Iter: 2 Subject: 954\n",
+      "Iter: 3 Subject: 953\n",
+      "--------------------------------------------------\n",
+      "Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 954\n",
+      "Iter: 1 Subject: 956\n",
+      "Iter: 4 Subject: 953\n",
+      "Iter: 1 Subject: 957\n",
+      "--------------------------------------------------\n",
+      "Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 957\n",
+      "Iter: 2 Subject: 956\n",
+      "--------------------------------------------------\n",
+      "Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 959\n",
+      "Iter: 1 Subject: 958\n",
+      "Iter: 3 Subject: 956\n",
+      "Iter: 1 Subject: 960\n",
+      "Iter: 2 Subject: 958\n",
+      "Iter: 2 Subject: 959\n",
+      "Iter: 4 Subject: 956\n",
+      "Iter: 2 Subject: 960\n",
+      "Iter: 3 Subject: 958\n",
+      "Iter: 3 Subject: 959\n",
+      "--------------------------------------------------\n",
+      "Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 960\n",
+      "--------------------------------------------------\n",
+      "Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 961\n",
+      "--------------------------------------------------\n",
+      "Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 962\n",
+      "Iter: 2 Subject: 961\n",
+      "Iter: 1 Subject: 963\n",
+      "Iter: 1 Subject: 964\n",
+      "Iter: 2 Subject: 962\n",
+      "Iter: 3 Subject: 961Iter: 2 Subject: 963\n",
+      "\n",
+      "Iter: 2 Subject: 964\n",
+      "Iter: 4 Subject: 961\n",
+      "Iter: 3 Subject: 962\n",
+      "Iter: 3 Subject: 963\n",
+      "Iter: 3 Subject: 964\n",
+      "--------------------------------------------------\n",
+      "Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
+      "\n",
+      "--------------------------------------------------\n",
+      "Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 965\n",
+      "--------------------------------------------------\n",
+      "Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 966\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iter: 1 Subject: 967\n",
+      "Iter: 1 Subject: 968Iter: 2 Subject: 965\n",
+      "\n",
+      "Iter: 2 Subject: 967\n",
+      "Iter: 2 Subject: 966\n",
+      "Iter: 3 Subject: 965\n",
+      "Iter: 2 Subject: 968\n",
+      "Iter: 3 Subject: 967\n",
+      "Iter: 3 Subject: 966\n",
+      "--------------------------------------------------\n",
+      "Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 3 Subject: 968\n",
+      "\n",
+      "Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 969\n",
+      "Iter: 1 Subject: 970\n",
+      "Iter: 2 Subject: 969Iter: 1 Subject: 971\n",
+      "\n",
+      "Iter: 1 Subject: 972\n",
+      "Iter: 2 Subject: 970\n",
+      "Iter: 3 Subject: 969\n",
+      "Iter: 2 Subject: 972\n",
+      "Iter: 2 Subject: 971\n",
+      "--------------------------------------------------\n",
+      "Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 970\n",
+      "Iter: 3 Subject: 971\n",
+      "--------------------------------------------------\n",
+      "Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------Iter: 1 Subject: 973\n",
+      "--------------------------------------------------\n",
+      "Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "\n",
+      "Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 974\n",
+      "Iter: 1 Subject: 975\n",
+      "Iter: 2 Subject: 973\n",
+      "Iter: 1 Subject: 976\n",
+      "Iter: 2 Subject: 974\n",
+      "--------------------------------------------------\n",
+      "Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 975\n",
+      "Iter: 2 Subject: 976\n",
+      "Iter: 3 Subject: 974\n",
+      "Iter: 1 Subject: 977\n",
+      "Iter: 3 Subject: 975\n",
+      "--------------------------------------------------\n",
+      "Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 977\n",
+      "--------------------------------------------------\n",
+      "Subject: 980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 977\n",
+      "Iter: 1 Subject: 979\n",
+      "Iter: 1 Subject: 978\n",
+      "Iter: 1 Subject: 980\n",
+      "--------------------------------------------------\n",
+      "Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 979Iter: 2 Subject: 978\n",
+      "\n",
+      "Iter: 2 Subject: 980\n",
+      "Iter: 1 Subject: 981\n",
+      "Iter: 3 Subject: 979\n",
+      "Iter: 3 Subject: 978\n",
+      "--------------------------------------------------\n",
+      "Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 981\n",
+      "--------------------------------------------------\n",
+      "Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 981\n",
+      "Iter: 1 Subject: 983\n",
+      "Iter: 1 Subject: 982\n",
+      "Iter: 1 Subject: 984\n",
+      "Iter: 2 Subject: 982\n",
+      "--------------------------------------------------Iter: 2 Subject: 983\n",
+      "\n",
+      "Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 982\n",
+      "Iter: 2 Subject: 984\n",
+      "Iter: 1 Subject: 985\n",
+      "Iter: 3 Subject: 983\n",
+      "--------------------------------------------------\n",
+      "Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 984\n",
+      "--------------------------------------------------\n",
+      "Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 985\n",
+      "Iter: 1 Subject: 986\n",
+      "--------------------------------------------------\n",
+      "Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 987\n",
+      "Iter: 3 Subject: 985\n",
+      "Iter: 2 Subject: 986\n",
+      "Iter: 1 Subject: 988\n",
+      "--------------------------------------------------\n",
+      "Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 986\n",
+      "Iter: 2 Subject: 987\n",
+      "Iter: 2 Subject: 988\n",
+      "--------------------------------------------------\n",
+      "Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 987\n",
+      "Iter: 1 Subject: 989\n",
+      "--------------------------------------------------\n",
+      "Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 990\n",
+      "Iter: 2 Subject: 989\n",
+      "Iter: 1 Subject: 991\n",
+      "Iter: 1 Subject: 992\n",
+      "Iter: 2 Subject: 991\n",
+      "Iter: 2 Subject: 990\n",
+      "Iter: 3 Subject: 989\n",
+      "Iter: 2 Subject: 992\n",
+      "--------------------------------------------------\n",
+      "Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 3 Subject: 990\n",
+      "Iter: 3 Subject: 992\n",
+      "Iter: 1 Subject: 994\n",
+      "Iter: 4 Subject: 992--------------------------------------------------\n",
+      "\n",
+      "Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 993\n",
+      "Iter: 2 Subject: 994\n",
+      "--------------------------------------------------\n",
+      "Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 995\n",
+      "Iter: 2 Subject: 993\n",
+      "--------------------------------------------------\n",
+      "Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 1 Subject: 996\n",
+      "Iter: 3 Subject: 993Iter: 2 Subject: 995\n",
+      "\n",
+      "Iter: 1 Subject: 997\n",
+      "Iter: 3 Subject: 995Iter: 4 Subject: 993\n",
+      "\n",
+      "Iter: 2 Subject: 996\n",
+      "--------------------------------------------------\n",
+      "Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "--------------------------------------------------\n",
+      "Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
+      "--------------------------------------------------\n",
+      "Iter: 2 Subject: 997\n",
+      "Iter: 3 Subject: 996\n",
+      "Iter: 4 Subject: 996\n",
+      "Iter: 1 Subject: 999Iter: 1 Subject: 998\n",
+      "\n",
+      "Iter: 2 Subject: 999\n",
+      "Iter: 2 Subject: 998\n",
+      "Iter: 3 Subject: 999\n",
+      "Iter: 3 Subject: 998\n",
+      "Iter: 4 Subject: 999\n",
+      "Iter: 4 Subject: 998\n",
+      "_____________________________________________________________________\n",
+      "Finish nuSvm\n",
+      "Finish\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Run Mixer Function\n",
+    "if __name__ == '__main__':\n",
+    "    result2, pValues2 = Mixture.Mixture(X, Y , cores, iters, output)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Terminado\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('Terminado')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
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diff --git a/app/pages/validate copy.py b/app/pages/validate copy.py
new file mode 100644
index 0000000..11cd6d3
--- /dev/null
+++ b/app/pages/validate copy.py	
@@ -0,0 +1,538 @@
+import base64
+import io
+import dash
+import Mixture
+import multiprocessing
+
+import numpy as np
+import pandas as pd
+
+from joblib import Parallel, delayed
+
+from random import seed
+from random import sample 
+from random import randint
+
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+from plotly.subplots import make_subplots
+from scipy import stats
+
+from app import app
+
+signature = None
+filename_signature = None
+dataFrameSignature = None
+result1 = None
+pValues1 = None
+tableMetrics1 = None
+result2 = None
+pValues2 = None
+tableMetrics2 = None
+subjects = None
+betas = None
+lines = None
+estimate_lines = None
+ids = None
+result3 = None
+
+seed(123)
+
+layout = html.Div([
+    html.Div([
+    html.Div([        
+        html.P('Molecular Signature file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag and Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-msignature")], type="default"),
+        html.P('False discovery test', style={
+            'border-top': '1px black solid',
+            'margin-top': '20px'
+        }),
+        dcc.Checklist(
+            id="check_celllines",
+            options=[
+                {'label': 'Use Cellines', 'value': 'cellines'},
+            ],
+            value=['cellines']
+        ),  
+        html.P('CPUs:', style={
+            'margin-top': '20px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button_validate', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '20vw',
+            'max-width': '20vw'
+    }),
+    html.Div([
+        html.Div(id='output-processing'),
+        dcc.Loading(id='loading-result', children=[html.Div(id='loading-output-result')], type='default')        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'margin-left': '10px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '80vw',
+            'max-width': '80vw'
+    })
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'margin': '0px',
+        'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
+})
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+        'background-color': '#F7F7F7',
+})
+
+def createBetas (X, a, b, n):
+
+    ns = randint(a, b)
+    r = np.random.uniform(1, 0.2, ns)
+    rn = r/r.sum()
+    id = sample(range(n-1), ns)
+    betas = np.repeat(.0, n, axis=0)
+    for index, i in enumerate(id, start = 0):
+        betas[i] = rn[index]
+
+    vector = X.to_numpy(copy=True)    
+    vector = vector.flatten()
+        
+    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]
+
+    return betas, id, A
+
+
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global signature, filename_signature, dataFrameSignature
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            dataFrameSignature = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            signature = io.BytesIO(decoded)
+            dataFrameSignature = pd.read_excel(signature, sheet_name = 0)
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    filename_signature = filename
+    
+    return html.Div([
+        html.P('Selected: ' + filename),
+        html.P('Max number of cell lines in the mixture simulated sample:', style={
+            'margin-top': '10px'
+        }),        
+        dcc.RangeSlider(
+            id='lines_slider',
+            min=2,
+            max=(len(dataFrameSignature.columns)-1),
+            step=1,
+            # marks={i: '{}'.format(i) for i in range(len(dataFrameSignature.columns)+1)},
+            marks={
+              2: '2',
+              round((len(dataFrameSignature.columns)-1)/2): str(round((len(dataFrameSignature.columns)-1)/2)),
+              (len(dataFrameSignature.columns)-1): str((len(dataFrameSignature.columns)-1))
+            },
+            value=[2, round((len(dataFrameSignature.columns)-1)*0.75)]
+        ),
+        html.P(id='lines_slider_output', style={
+            'margin-top': '40px'
+        })
+    ])
+
+
+@app.callback(Output('loading-output-msignature', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(Output('lines_slider_output', 'children'),
+              [Input('lines_slider', 'value')])
+def update_lines(lines_slider):
+    return 'Selected lines: from {} to {}'.format(lines_slider[0], lines_slider[1])
+
+@app.callback(
+    Output("loading-output-result", "children"),
+    [dash.dependencies.Input('button_validate', 'n_clicks')],
+    [dash.dependencies.State('lines_slider', 'value'),
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('check_celllines', 'value')])
+def update_output(n_clicks, lines_slider, cpu, celllines):
+   
+    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids, result3
+    
+    if n_clicks is not None:
+
+        X = dataFrameSignature
+
+        Y = dataFrameSignature
+        
+        #if __name__ == '__main__':            
+        #if __name__ == 'app':
+        if True:
+
+            rango = 1000
+
+            lines = lines_slider
+
+            # Escenario 1
+            result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '')            
+            metrics1 = result1.Subjects[0].ACCmetrix[0].reset_index()
+
+            # Escenario 2            
+            X = dataFrameSignature.iloc[:, 1:]
+
+            subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))
+
+            # Getting expression matrix
+            vector = [x[2] for x in subjects]
+            columns = ['V' + str(x+1) for x in range(len(subjects))]
+            Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)
+            Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])
+
+            # Getting Real Betas Matrix
+            vector = [x[0] for x in subjects]
+            columns = ['V' + str(x+1) for x in range(len(subjects))]
+            betas = pd.DataFrame(np.column_stack(vector), columns=columns)
+
+            X = dataFrameSignature
+
+            result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '') 
+            
+            betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
+            estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
+            metrics2 = result2.Subjects[0].ACCmetrix[0].reset_index()
+
+            vector = [len(x[1]) for x in subjects]
+            ids = pd.DataFrame(np.column_stack(vector))   
+
+            #Celllines analysis
+            if celllines[0] == 'cellines':
+                #Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
+                #result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '')
+                cc = pd.read_excel('../data/outputCellines.xlsx', sheet_name = 0) 
+                cc.index = cc.iloc[:,0].astype(int)
+                cc.index.name = 'Subjects'
+                result3 = cc.iloc[:, 1:]
+                children_tabs = [
+                    dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                    dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})
+                ]
+            else:
+                children_tabs = [
+                    dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'})
+                ]
+            
+        children = [            
+            dcc.Tabs(id='tabs4', value='tab4-1', children=[
+                dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})
+            ], style={
+                'height': '35px'
+            }),
+            html.Div(id='tabs4-content')
+        ]
+        
+        return children
+
+@app.callback(Output('tabs4-content', 'children'),
+              [Input('tabs4', 'value')])
+def render_content2(tab):
+    if tab == 'tab4-1':
+        return html.Div([
+            dcc.Tabs(id='tabs5', value='tab5-1', children=[
+                dcc.Tab(label='Bland-Altman analysis', value='tab5-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Correlation analysis', value='tab5-2', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Self test', value='tab5-3', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Number of Cell types', value='tab5-4', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+            ], style={
+                'height': '35px'
+            }),            
+            html.Div(id='tabs5-content')
+        ])
+    elif tab == 'tab4-2':
+        return html.Div([
+            dcc.Tabs(id='tabs6', value='tab6-2', children=[
+                dcc.Tab(label='Number of Cell types', value='tab6-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+                dcc.Tab(label='Absolute Beta Estimation', value='tab6-2', style={'padding': '0px'}, selected_style={'padding': '0px'}),
+            ], style={
+                'height': '35px'
+            }),            
+            html.Div(id='tabs6-content')
+        ])
+
+@app.callback(Output('graph1-div', 'children'),
+              [Input('drop_graph1', 'value')])
+def render_graph1 (value):
+    global result1, result2, betas, lines, estimate_lines, ids
+    count = len(result2.Subjects[0].MIXprop[0])
+    betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+    betasSim = betasSim.flatten()
+    betasHat = betas.to_numpy(copy=True)
+    betasHat = betasHat.flatten()
+    mean = np.mean(betasSim - betasHat)
+    std = np.std(betasSim - betasHat)
+    if value == 'pro':                
+        xx = betasHat
+        yy = betasSim - betasHat
+    elif value == 'per':        
+        xx = betasHat
+        m = (betasSim + betasHat)/2
+        yy = (betasSim - betasHat)
+        yy = 100 * np.divide(yy, m, out=np.zeros_like(yy), where=m!=0)
+
+    slope, intercept, r_value, p_value, std_err = stats.linregress(xx, yy)
+
+    fig = make_subplots(rows=1, cols=2, column_widths=[0.7, 0.3], shared_yaxes=True)
+    fig.add_trace(go.Scatter(
+                x = xx,
+                y = yy,
+                mode='markers',
+                marker_color='rgba(0, 0, 0, .9)'
+                ),row=1, col=1)
+    fig.add_trace(go.Scatter(x=xx, y=intercept + slope*xx,
+                    mode='lines',
+                    name='lines'),row=1, col=1)
+    fig.add_trace(go.Violin(y=yy, box_visible=True, line_color='black',
+                               meanline_visible=True, fillcolor='blue', opacity=0.8,
+                               x0='Violin'),row=1, col=2)
+
+                               
+    fig['layout'].update(
+        height=700,
+        shapes=[
+        go.layout.Shape(
+            type="line",
+            xref="x1",
+            x0=0,
+            y0=mean,
+            x1=1,
+            y1=mean,
+            line=dict(
+                color="red",
+                width=2,
+                dash="dashdot",
+                ),
+        ),
+        go.layout.Shape(
+            type="line",
+            xref="x1",
+            x0=0,
+            y0=(mean+2*std),
+            x1=1,
+            y1=(mean+2*std),
+            line=dict(
+                color="blue",
+                width=2,
+                dash="dashdot",
+            ),
+        ),
+        go.layout.Shape(
+            type="line",
+            xref="x1",
+            x0=0,
+            y0=(mean-2*std),
+            x1=1,
+            y1=(mean-2*std),
+            line=dict(
+                color="blue",
+                width=2,
+                dash="dashdot",
+            ),
+        )
+    ])
+
+    children = [        
+        dcc.Graph(
+            id='graph-3',
+            figure=fig
+        )
+    ]
+    return children
+
+@app.callback(Output('tabs5-content', 'children'),
+              [Input('tabs5', 'value')])
+def render_content1(tab):
+    global result1, result2, betas, lines, estimate_lines, ids
+    count = len(result2.Subjects[0].MIXprop[0])
+    if tab == 'tab5-1':      
+        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+        betasSim = betasSim.flatten()
+        betasHat = betas.to_numpy(copy=True)
+        betasHat = betasHat.flatten()
+        mean = np.mean(betasSim - betasHat)
+        std = np.std(betasSim - betasHat)        
+
+        return html.Div(            
+            children = [
+            dcc.RadioItems(
+                id='drop_graph1',
+                options=[
+                    {'label': 'Proportions', 'value': 'pro'},
+                    {'label': 'Percents', 'value': 'per'}
+                ],
+                value='pro'
+            ),
+            html.Div(id='graph1-div')
+        ])
+    elif tab == 'tab5-2':      
+        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+        betasSim = betasSim.flatten()
+        betasHat = betas.to_numpy(copy=True)
+        betasHat = betasHat.flatten()
+        slope, intercept, r_value, p_value, std_err = stats.linregress(betasHat, betasSim)
+        return html.Div([
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=[go.Scatter(
+                    x = betasHat,
+                    y = betasSim,
+                    mode='markers',
+                    marker_color='rgba(0, 0, 0, .9)'
+                ),
+                go.Scatter(x=betasHat, y=intercept + slope*betasHat,
+                    mode='lines',
+                    name='lines')
+                ],
+                layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=0,
+                                y0=0,
+                                x1=1,
+                                y1=1,
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab5-3':
+        items = [result1.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result1.Subjects[0].MIXprop[0]))]        
+        return html.Div([
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=result1.Subjects[0].MIXprop[0].index,
+                    y=result1.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab5-4':
+        items = [go.Box(y=estimate_lines[(ids.values == j)[0]][0], name = str(j)) for j in range(lines[0],lines[1])]        
+        return html.Div([
+            dcc.Graph(
+                id='graph-3',
+                figure=go.Figure(data=items,
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=0, automargin= True)
+                    )
+                )
+            )
+        ])
+
+@app.callback(Output('tabs6-content', 'children'),
+              [Input('tabs6', 'value')])
+def render_content1(tab):
+    global result3
+    estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])    
+    if tab == 'tab6-2':
+        items = [go.Box(y=result3.iloc[:, j], name = result3.iloc[:, j].name) for j in range(len(result3.columns))]
+        #items = [go.Violin(y=yy, box_visible=True, line_color='black',
+        #                       meanline_visible=True, fillcolor='blue', opacity=0.8,
+        #                       x0='Violin')]
+        return html.Div([
+            dcc.Graph(
+                id='graph-abe',
+                figure=go.Figure(data=items,
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
\ No newline at end of file
diff --git a/app/pages/validate.py b/app/pages/validate.py
index 11cd6d3..2869983 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -237,7 +237,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
         #if __name__ == 'app':
         if True:
 
-            rango = 1000
+            rango = 10
 
             lines = lines_slider
 
@@ -273,13 +273,16 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             ids = pd.DataFrame(np.column_stack(vector))   
 
             #Celllines analysis
-            if celllines[0] == 'cellines':
+            if len(celllines) == 1:
                 #Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
                 #result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '')
-                cc = pd.read_excel('../data/outputCellines.xlsx', sheet_name = 0) 
+                cc = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 0) 
                 cc.index = cc.iloc[:,0].astype(int)
                 cc.index.name = 'Subjects'
-                result3 = cc.iloc[:, 1:]
+                cc2 = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 1)
+                cc2.index = cc2.iloc[:,0].astype(int)
+                cc2.index.name = 'Subjects'
+                result3 = [cc.iloc[:, 1:], cc2.iloc[:, 1:]]
                 children_tabs = [
                     dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
                     dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})
@@ -298,41 +301,224 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             }),
             html.Div(id='tabs4-content')
         ]
+
+        children = []
+
+
+        # Similation Test
+        children.append(html.H1('Similation Test'))
+
+        # Bland Altman analysis
+
+        # Proportions
+        children.append(blandAltmanGraph(result2.Subjects[0].MIXprop[0], 'pro'))
+
+        # Absolute
+        children.append(blandAltmanGraph(result2.Subjects[0].MIXprop[0], 'per'))
         
+        # Correlation analysis
+        children.append(correlationAnalysisGraph(result2.Subjects[0].MIXprop[0]))
+
+        # Self Test
+        children.append(selfTestGraph(result1.Subjects[0].MIXprop[0]))
+
+        # Number of Cell Types
+        children.append(numberOfCellTypeGraph(estimate_lines, ids))
+
+        if len(celllines) == 1:
+
+            # False Discovery Test
+            children.append(html.H1('False Discovery Test'))
+
+            # Number of Cell Types
+            children.append(numberOfCellTypeFDTGraph(result3[1]))
+
+            # Absolute Beta Estimation
+            children.append(absoluteBetaEstimation(result3[0]))
+
         return children
 
-@app.callback(Output('tabs4-content', 'children'),
-              [Input('tabs4', 'value')])
-def render_content2(tab):
-    if tab == 'tab4-1':
-        return html.Div([
-            dcc.Tabs(id='tabs5', value='tab5-1', children=[
-                dcc.Tab(label='Bland-Altman analysis', value='tab5-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
-                dcc.Tab(label='Correlation analysis', value='tab5-2', style={'padding': '0px'}, selected_style={'padding': '0px'}),
-                dcc.Tab(label='Self test', value='tab5-3', style={'padding': '0px'}, selected_style={'padding': '0px'}),
-                dcc.Tab(label='Number of Cell types', value='tab5-4', style={'padding': '0px'}, selected_style={'padding': '0px'}),
-            ], style={
-                'height': '35px'
-            }),            
-            html.Div(id='tabs5-content')
-        ])
-    elif tab == 'tab4-2':
-        return html.Div([
-            dcc.Tabs(id='tabs6', value='tab6-2', children=[
-                dcc.Tab(label='Number of Cell types', value='tab6-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
-                dcc.Tab(label='Absolute Beta Estimation', value='tab6-2', style={'padding': '0px'}, selected_style={'padding': '0px'}),
-            ], style={
-                'height': '35px'
-            }),            
-            html.Div(id='tabs6-content')
-        ])
+def numberOfCellTypeGraph (data, ids):
+    items = [go.Box(y=data[(ids.values == j)[0]][0], name = str(j)) for j in range(lines[0],lines[1])]        
+    return html.Div([
+        html.Hr(),
+        dcc.Graph(
+            id='graph-3',
+            figure=go.Figure(data=items,
+                layout=go.Layout(
+                    title=go.layout.Title(
+                        text= "Number of Cell Types",
+                        font=dict(
+                            family='Courier New, monospace',
+                            size=20,
+                            color='#000000'
+                        ),
+                        y=0.9,
+                        x=0.5,
+                        xanchor= 'center',
+                        yanchor= 'top'
+                    ),
+                    xaxis=go.layout.XAxis(
+                        title=go.layout.xaxis.Title(
+                            text='True number of coefficients',
+                            font=dict(
+                                family='Courier New, monospace',
+                                size=14,
+                                color='#7f7f7f'
+                            )
+                        ),
+                        tickangle=0,
+                        automargin= True
+                    ),
+                    yaxis=go.layout.YAxis(
+                        title=go.layout.yaxis.Title(
+                            text='Estimated number of coefficients',
+                            font=dict(
+                                family='Courier New, monospace',
+                                size=14,
+                                color='#7f7f7f'
+                            )
+                        )
+                    ),
+                    height=700,
+                )
+            )
+        )
+    ])
+
+def selfTestGraph (data):
+    items = [data.iloc[j].values for j in range(len(data))]        
+    return html.Div([
+        html.Hr(),
+        dcc.Graph(
+            id='graph-3',
+            figure=go.Figure(data=go.Heatmap(
+                z=np.transpose(items),
+                x=data.index,
+                y=data.columns,
+                colorscale= [
+                    [0.0, 'rgb(255,255,255)'],
+                    [1.0, 'rgb(255,0,0)']
+                ]
+            ),
+                layout=go.Layout(
+                    title=go.layout.Title(
+                        text= "Self Test",
+                        font=dict(
+                            family='Courier New, monospace',
+                            size=20,
+                            color='#000000'
+                        ),
+                        y=0.9,
+                        x=0.5,
+                        xanchor= 'center',
+                        yanchor= 'top'
+                    ),
+                    xaxis=go.layout.XAxis(
+                        title=go.layout.xaxis.Title(
+                            text='Estimated Immune Cell Types',
+                            font=dict(
+                                family='Courier New, monospace',
+                                size=14,
+                                color='#7f7f7f'
+                            )
+                        ),
+                        tickangle=-90,
+                        automargin= True
+                    ),
+                    yaxis=go.layout.YAxis(
+                        title=go.layout.yaxis.Title(
+                            text='True Immune Cell Types present in the Signature Matrix',
+                            font=dict(
+                                family='Courier New, monospace',
+                                size=14,
+                                color='#7f7f7f'
+                            )
+                        )
+                    ),
+                    height=700
+                )
+            )
+        )
+    ])
+
+def correlationAnalysisGraph (data):
+    betasSim = data.T.to_numpy(copy=True)
+    betasSim = betasSim.flatten()
+    betasHat = betas.to_numpy(copy=True)
+    betasHat = betasHat.flatten()
+    slope, intercept, r_value, p_value, std_err = stats.linregress(betasHat, betasSim)
+    return html.Div([
+        html.Hr(),
+        dcc.Graph(
+            id='graph-3',
+            figure=go.Figure(data=[go.Scattergl(
+                x = betasHat,
+                y = betasSim,
+                mode='markers',
+                marker_color='rgba(0, 0, 0, .9)'
+            ),
+            go.Scatter(x=betasHat, y=intercept + slope*betasHat,
+                mode='lines',
+                name='lines')
+            ],
+            layout=go.Layout(
+                    shapes=[
+                        go.layout.Shape(
+                            type="line",
+                            x0=0,
+                            y0=0,
+                            x1=1,
+                            y1=1,
+                            line=dict(
+                                color="blue",
+                                width=2,
+                            ),
+                        )
+                    ],
+                    title=go.layout.Title(
+                        text= "Correlation Analysis",
+                        font=dict(
+                                family='Courier New, monospace',
+                                size=20,
+                                color='#000000'
+                        ),
+                        y=0.9,
+                        x=0.5,
+                        xanchor= 'center',
+                        yanchor= 'top'
+                    ),
+                    xaxis=go.layout.XAxis(
+                        title=go.layout.xaxis.Title(
+                            text='True Simulated Coefficient',
+                            font=dict(
+                                family='Courier New, monospace',
+                                size=14,
+                                color='#7f7f7f'
+                            )
+                        ),
+                        tickangle=-90,
+                        automargin= True
+                    ),
+                    yaxis=go.layout.YAxis(
+                        title=go.layout.yaxis.Title(
+                            text='Estimated Coefficients',
+                            font=dict(
+                                family='Courier New, monospace',
+                                size=14,
+                                color='#7f7f7f'
+                            )
+                        )
+                    ),
+                    height=700
+                )
+            )
+        )
+    ])
 
-@app.callback(Output('graph1-div', 'children'),
-              [Input('drop_graph1', 'value')])
-def render_graph1 (value):
-    global result1, result2, betas, lines, estimate_lines, ids
-    count = len(result2.Subjects[0].MIXprop[0])
-    betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
+def blandAltmanGraph (data, value):
+    count = len(data)
+    betasSim = data.T.to_numpy(copy=True)
     betasSim = betasSim.flatten()
     betasHat = betas.to_numpy(copy=True)
     betasHat = betasHat.flatten()
@@ -350,13 +536,13 @@ def render_graph1 (value):
     slope, intercept, r_value, p_value, std_err = stats.linregress(xx, yy)
 
     fig = make_subplots(rows=1, cols=2, column_widths=[0.7, 0.3], shared_yaxes=True)
-    fig.add_trace(go.Scatter(
+    fig.add_trace(go.Scattergl(
                 x = xx,
                 y = yy,
                 mode='markers',
                 marker_color='rgba(0, 0, 0, .9)'
                 ),row=1, col=1)
-    fig.add_trace(go.Scatter(x=xx, y=intercept + slope*xx,
+    fig.add_trace(go.Scattergl(x=xx, y=intercept + slope*xx,
                     mode='lines',
                     name='lines'),row=1, col=1)
     fig.add_trace(go.Violin(y=yy, box_visible=True, line_color='black',
@@ -365,6 +551,21 @@ def render_graph1 (value):
 
                                
     fig['layout'].update(
+        title_text="Bland-Altman Analysis",
+        title_font_family='Courier New, monospace',
+        title_font_size=20,
+        title_font_color='#000000',
+        title_xanchor='center',
+        title_yanchor = 'top',
+        title_x = 0.5,
+        title_y = 0.9,
+        xaxis_title='Estimated Coefficients',
+        yaxis_title='Error',
+        font=dict(
+            family="Courier New, monospace",
+            size=14,
+            color="#7f7f7f"
+        ),
         height=700,
         shapes=[
         go.layout.Shape(
@@ -408,123 +609,68 @@ def render_graph1 (value):
         )
     ])
 
-    children = [        
-        dcc.Graph(
-            id='graph-3',
-            figure=fig
+            
+    return dcc.Graph(
+        id='graph-3',
+        figure=fig
         )
-    ]
-    return children
 
-@app.callback(Output('tabs5-content', 'children'),
-              [Input('tabs5', 'value')])
-def render_content1(tab):
-    global result1, result2, betas, lines, estimate_lines, ids
-    count = len(result2.Subjects[0].MIXprop[0])
-    if tab == 'tab5-1':      
-        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
-        betasSim = betasSim.flatten()
-        betasHat = betas.to_numpy(copy=True)
-        betasHat = betasHat.flatten()
-        mean = np.mean(betasSim - betasHat)
-        std = np.std(betasSim - betasHat)        
-
-        return html.Div(            
-            children = [
-            dcc.RadioItems(
-                id='drop_graph1',
-                options=[
-                    {'label': 'Proportions', 'value': 'pro'},
-                    {'label': 'Percents', 'value': 'per'}
-                ],
-                value='pro'
-            ),
-            html.Div(id='graph1-div')
-        ])
-    elif tab == 'tab5-2':      
-        betasSim = result2.Subjects[0].MIXprop[0].T.to_numpy(copy=True)
-        betasSim = betasSim.flatten()
-        betasHat = betas.to_numpy(copy=True)
-        betasHat = betasHat.flatten()
-        slope, intercept, r_value, p_value, std_err = stats.linregress(betasHat, betasSim)
-        return html.Div([
-            dcc.Graph(
-                id='graph-3',
-                figure=go.Figure(data=[go.Scatter(
-                    x = betasHat,
-                    y = betasSim,
-                    mode='markers',
-                    marker_color='rgba(0, 0, 0, .9)'
-                ),
-                go.Scatter(x=betasHat, y=intercept + slope*betasHat,
-                    mode='lines',
-                    name='lines')
-                ],
+def numberOfCellTypeFDTGraph (data):
+    dfSum = data.sum(axis=1)
+    dfSum = dfSum.where(dfSum > 0).notna()
+    lines = data[dfSum]
+    items = [go.Violin(y=lines.iloc[:, j], name = lines.iloc[:, j].name) for j in range(len(lines.columns))]
+    return html.Div([
+        dcc.Graph(
+            id='graph-abe',
+            figure=go.Figure(data=items,
                 layout=go.Layout(
-                        shapes=[
-                            go.layout.Shape(
-                                type="line",
-                                x0=0,
-                                y0=0,
-                                x1=1,
-                                y1=1,
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                ),
-                            )
-                        ],
-                        height=700,
-                        xaxis=dict(tickangle=-90, automargin= True)
-                    )
+                    height=700,
+                    xaxis=dict(tickangle=-90, automargin= True)
                 )
             )
-        ])
-    elif tab == 'tab5-3':
-        items = [result1.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result1.Subjects[0].MIXprop[0]))]        
-        return html.Div([
-            dcc.Graph(
-                id='graph-3',
-                figure=go.Figure(data=go.Heatmap(
-                    z=np.transpose(items),
-                    x=result1.Subjects[0].MIXprop[0].index,
-                    y=result1.Subjects[0].MIXprop[0].columns,
-                    colorscale= [
-                        [0.0, 'rgb(255,255,255)'],
-                        [1.0, 'rgb(255,0,0)']
-                    ]
-                ),
-                    layout=go.Layout(
-                        height=700,
-                        xaxis=dict(tickangle=-90, automargin= True)
-                    )
+        )
+    ])
+
+def absoluteBetaEstimation (data):
+    items = go.Box(y=data.values.flatten(), name = 1)
+        
+    return html.Div([
+        dcc.Graph(
+            id='graph-abe',
+            figure=go.Figure(data=items,
+                layout=go.Layout(
+                    height=700,
+                    xaxis=dict(tickangle=-90, automargin= True)
                 )
             )
-        ])
-    elif tab == 'tab5-4':
-        items = [go.Box(y=estimate_lines[(ids.values == j)[0]][0], name = str(j)) for j in range(lines[0],lines[1])]        
+        )
+    ])
+
+@app.callback(Output('tabs6-content', 'children'),
+              [Input('tabs6', 'value')])
+def render_content1(tab):
+    global result3
+    dfSum = result3[1].sum(axis=1)
+    dfSum = dfSum.where(dfSum > 0).notna()
+    lines = result3[1][dfSum]
+    
+    if tab == 'tab6-2':
+        items = go.Box(y=result3[0].values.flatten(), name = 1)
+        
         return html.Div([
             dcc.Graph(
-                id='graph-3',
+                id='graph-abe',
                 figure=go.Figure(data=items,
                     layout=go.Layout(
                         height=700,
-                        xaxis=dict(tickangle=0, automargin= True)
+                        xaxis=dict(tickangle=-90, automargin= True)
                     )
                 )
             )
         ])
-
-@app.callback(Output('tabs6-content', 'children'),
-              [Input('tabs6', 'value')])
-def render_content1(tab):
-    global result3
-    estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])    
-    if tab == 'tab6-2':
-        items = [go.Box(y=result3.iloc[:, j], name = result3.iloc[:, j].name) for j in range(len(result3.columns))]
-        #items = [go.Violin(y=yy, box_visible=True, line_color='black',
-        #                       meanline_visible=True, fillcolor='blue', opacity=0.8,
-        #                       x0='Violin')]
+    elif tab == 'tab6-1':
+        items = [go.Violin(y=lines.iloc[:, j], name = lines.iloc[:, j].name) for j in range(len(lines.columns))]
         return html.Div([
             dcc.Graph(
                 id='graph-abe',
diff --git a/cellines.ipynb b/cellines.ipynb
index 4a42fce..60fd134 100644
--- a/cellines.ipynb
+++ b/cellines.ipynb
@@ -15684,7 +15684,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.0"
+   "version": "3.7.3"
   }
  },
  "nbformat": 4,
diff --git a/celllines xlsx.ipynb b/celllines xlsx.ipynb
index 22f71a1..bdc4419 100644
--- a/celllines xlsx.ipynb	
+++ b/celllines xlsx.ipynb	
@@ -3711,45 +3711,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "array([[0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ],\n",
-       "       [0.7136939 , 0.1289198 , 0.        , 0.        , 0.        ,\n",
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-       "       [0.79589517, 0.09674959, 0.        , 0.        , 0.        ,\n",
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-       "       [0.88472318, 0.0553045 , 0.        , 0.        , 0.        ,\n",
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-       "       [0.89564802, 0.        , 0.        , 0.        , 0.        ,\n",
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-       "       [0.93644457, 0.01161619, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.05193924, 0.        ],\n",
-       "       [0.54997657, 0.04595101, 0.06601392, 0.        , 0.        ,\n",
-       "        0.        , 0.30917694, 0.02888156, 0.        , 0.        ],\n",
-       "       [0.66715859, 0.13556801, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.15357514, 0.04369827, 0.        , 0.        ]])"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
+     "ename": "NameError",
+     "evalue": "name 'result' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-1-a531fa3f2ea3>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0moo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubjects\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMIXprop\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_numpy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcopy\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0moo\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'result' is not defined"
+     ]
     }
    ],
    "source": [
@@ -4461,7 +4435,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.0"
+   "version": "3.7.3"
   }
  },
  "nbformat": 4,
diff --git a/read celllines.ipynb b/read celllines.ipynb
new file mode 100644
index 0000000..d8ebee5
--- /dev/null
+++ b/read celllines.ipynb	
@@ -0,0 +1,988 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X = pd.read_excel('app/data/outputCellines(2).xlsx', sheet_name = 1) \n",
+    "X.index = X.iloc[:,0].astype(int)\n",
+    "X.index.name = 'Subjects'\n",
+    "result3 = X.iloc[:, 1:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>B cells naive</th>\n",
+       "      <th>B cells memory</th>\n",
+       "      <th>Plasma cells</th>\n",
+       "      <th>T cells CD8</th>\n",
+       "      <th>T cells CD4 naive</th>\n",
+       "      <th>T cells CD4 memory resting</th>\n",
+       "      <th>T cells CD4 memory activated</th>\n",
+       "      <th>T cells follicular helper</th>\n",
+       "      <th>T cells regulatory (Tregs)</th>\n",
+       "      <th>T cells gamma delta</th>\n",
+       "      <th>...</th>\n",
+       "      <th>Monocytes</th>\n",
+       "      <th>Macrophages M0</th>\n",
+       "      <th>Macrophages M1</th>\n",
+       "      <th>Macrophages M2</th>\n",
+       "      <th>Dendritic cells resting</th>\n",
+       "      <th>Dendritic cells activated</th>\n",
+       "      <th>Mast cells resting</th>\n",
+       "      <th>Mast cells activated</th>\n",
+       "      <th>Eosinophils</th>\n",
+       "      <th>Neutrophils</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Subjects</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
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+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1018 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          B cells naive  B cells memory  Plasma cells  T cells CD8  \\\n",
+       "Subjects                                                             \n",
+       "906826         0.000000             0.0      0.345776          0.0   \n",
+       "687983         0.000000             0.0      0.000000          0.0   \n",
+       "910927              NaN             NaN           NaN          NaN   \n",
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+       "1240139        0.000000             0.0      0.087772          0.0   \n",
+       "...                 ...             ...           ...          ...   \n",
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+       "1480372        0.179031             0.0      0.000000          0.0   \n",
+       "1298533        0.026337             0.0      0.083086          0.0   \n",
+       "930299         0.043072             0.0      0.000000          0.0   \n",
+       "905954         0.000000             0.0      0.000000          0.0   \n",
+       "\n",
+       "          T cells CD4 naive  T cells CD4 memory resting  \\\n",
+       "Subjects                                                  \n",
+       "906826             0.000000                    0.437601   \n",
+       "687983             0.000000                    0.000000   \n",
+       "910927                  NaN                         NaN   \n",
+       "1240138            0.276668                    0.000000   \n",
+       "1240139            0.260919                    0.000000   \n",
+       "...                     ...                         ...   \n",
+       "1298157            0.000000                    0.000000   \n",
+       "1480372            0.000000                    0.000000   \n",
+       "1298533            0.196231                    0.000000   \n",
+       "930299             0.000000                    0.000000   \n",
+       "905954             0.000000                    0.000000   \n",
+       "\n",
+       "          T cells CD4 memory activated  T cells follicular helper  \\\n",
+       "Subjects                                                            \n",
+       "906826                             0.0                   0.000000   \n",
+       "687983                             0.0                   0.386427   \n",
+       "910927                             NaN                        NaN   \n",
+       "1240138                            0.0                   0.000000   \n",
+       "1240139                            0.0                   0.000000   \n",
+       "...                                ...                        ...   \n",
+       "1298157                            0.0                   0.000000   \n",
+       "1480372                            0.0                   0.000000   \n",
+       "1298533                            0.0                   0.000000   \n",
+       "930299                             0.0                   0.478240   \n",
+       "905954                             0.0                   0.000000   \n",
+       "\n",
+       "          T cells regulatory (Tregs)  T cells gamma delta  ...  Monocytes  \\\n",
+       "Subjects                                                   ...              \n",
+       "906826                       0.00000                  0.0  ...        0.0   \n",
+       "687983                       0.00000                  0.0  ...        0.0   \n",
+       "910927                           NaN                  NaN  ...        NaN   \n",
+       "1240138                      0.00000                  0.0  ...        0.0   \n",
+       "1240139                      0.00000                  0.0  ...        0.0   \n",
+       "...                              ...                  ...  ...        ...   \n",
+       "1298157                      0.00000                  0.0  ...        0.0   \n",
+       "1480372                      0.66837                  0.0  ...        0.0   \n",
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+       "930299                       0.00000                  0.0  ...        0.0   \n",
+       "905954                       0.00000                  0.0  ...        0.0   \n",
+       "\n",
+       "          Macrophages M0  Macrophages M1  Macrophages M2  \\\n",
+       "Subjects                                                   \n",
+       "906826          0.000000             0.0             0.0   \n",
+       "687983          0.000000             0.0             0.0   \n",
+       "910927               NaN             NaN             NaN   \n",
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+       "1240139         0.000000             0.0             0.0   \n",
+       "...                  ...             ...             ...   \n",
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+       "1298533         0.410859             0.0             0.0   \n",
+       "930299          0.478688             0.0             0.0   \n",
+       "905954          0.000000             0.0             0.0   \n",
+       "\n",
+       "          Dendritic cells resting  Dendritic cells activated  \\\n",
+       "Subjects                                                       \n",
+       "906826                        0.0                   0.000000   \n",
+       "687983                        0.0                   0.613573   \n",
+       "910927                        NaN                        NaN   \n",
+       "1240138                       0.0                   0.280445   \n",
+       "1240139                       0.0                   0.321357   \n",
+       "...                           ...                        ...   \n",
+       "1298157                       0.0                   0.000000   \n",
+       "1480372                       0.0                   0.152598   \n",
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+       "930299                        0.0                   0.000000   \n",
+       "905954                        0.0                   0.410373   \n",
+       "\n",
+       "          Mast cells resting  Mast cells activated  Eosinophils  Neutrophils  \n",
+       "Subjects                                                                      \n",
+       "906826              0.216622                   0.0     0.000000          0.0  \n",
+       "687983              0.000000                   0.0     0.000000          0.0  \n",
+       "910927                   NaN                   NaN          NaN          NaN  \n",
+       "1240138             0.442887                   0.0     0.000000          0.0  \n",
+       "1240139             0.000000                   0.0     0.329952          0.0  \n",
+       "...                      ...                   ...          ...          ...  \n",
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+       "1298533             0.000000                   0.0     0.000000          0.0  \n",
+       "930299              0.000000                   0.0     0.000000          0.0  \n",
+       "905954              0.000000                   0.0     0.589627          0.0  \n",
+       "\n",
+       "[1018 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "result3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Subjects\n",
+       "906826      True\n",
+       "687983      True\n",
+       "910927     False\n",
+       "1240138     True\n",
+       "1240139     True\n",
+       "           ...  \n",
+       "1298157     True\n",
+       "1480372     True\n",
+       "1298533     True\n",
+       "930299      True\n",
+       "905954      True\n",
+       "Length: 1018, dtype: bool"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = result3.sum(axis=1).where(df > 0).notna()\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>B cells naive</th>\n",
+       "      <th>B cells memory</th>\n",
+       "      <th>Plasma cells</th>\n",
+       "      <th>T cells CD8</th>\n",
+       "      <th>T cells CD4 naive</th>\n",
+       "      <th>T cells CD4 memory resting</th>\n",
+       "      <th>T cells CD4 memory activated</th>\n",
+       "      <th>T cells follicular helper</th>\n",
+       "      <th>T cells regulatory (Tregs)</th>\n",
+       "      <th>T cells gamma delta</th>\n",
+       "      <th>...</th>\n",
+       "      <th>Monocytes</th>\n",
+       "      <th>Macrophages M0</th>\n",
+       "      <th>Macrophages M1</th>\n",
+       "      <th>Macrophages M2</th>\n",
+       "      <th>Dendritic cells resting</th>\n",
+       "      <th>Dendritic cells activated</th>\n",
+       "      <th>Mast cells resting</th>\n",
+       "      <th>Mast cells activated</th>\n",
+       "      <th>Eosinophils</th>\n",
+       "      <th>Neutrophils</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Subjects</th>\n",
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+       "</table>\n",
+       "<p>977 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          B cells naive  B cells memory  Plasma cells  T cells CD8  \\\n",
+       "Subjects                                                             \n",
+       "906826         0.000000             0.0      0.345776          0.0   \n",
+       "687983         0.000000             0.0      0.000000          0.0   \n",
+       "1240138        0.000000             0.0      0.000000          0.0   \n",
+       "1240139        0.000000             0.0      0.087772          0.0   \n",
+       "906792         0.000000             0.0      0.262769          0.0   \n",
+       "...                 ...             ...           ...          ...   \n",
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+       "1298533        0.026337             0.0      0.083086          0.0   \n",
+       "930299         0.043072             0.0      0.000000          0.0   \n",
+       "905954         0.000000             0.0      0.000000          0.0   \n",
+       "\n",
+       "          T cells CD4 naive  T cells CD4 memory resting  \\\n",
+       "Subjects                                                  \n",
+       "906826             0.000000                    0.437601   \n",
+       "687983             0.000000                    0.000000   \n",
+       "1240138            0.276668                    0.000000   \n",
+       "1240139            0.260919                    0.000000   \n",
+       "906792             0.000000                    0.000000   \n",
+       "...                     ...                         ...   \n",
+       "1298157            0.000000                    0.000000   \n",
+       "1480372            0.000000                    0.000000   \n",
+       "1298533            0.196231                    0.000000   \n",
+       "930299             0.000000                    0.000000   \n",
+       "905954             0.000000                    0.000000   \n",
+       "\n",
+       "          T cells CD4 memory activated  T cells follicular helper  \\\n",
+       "Subjects                                                            \n",
+       "906826                             0.0                   0.000000   \n",
+       "687983                             0.0                   0.386427   \n",
+       "1240138                            0.0                   0.000000   \n",
+       "1240139                            0.0                   0.000000   \n",
+       "906792                             0.0                   0.279801   \n",
+       "...                                ...                        ...   \n",
+       "1298157                            0.0                   0.000000   \n",
+       "1480372                            0.0                   0.000000   \n",
+       "1298533                            0.0                   0.000000   \n",
+       "930299                             0.0                   0.478240   \n",
+       "905954                             0.0                   0.000000   \n",
+       "\n",
+       "          T cells regulatory (Tregs)  T cells gamma delta  ...  Monocytes  \\\n",
+       "Subjects                                                   ...              \n",
+       "906826                       0.00000                  0.0  ...        0.0   \n",
+       "687983                       0.00000                  0.0  ...        0.0   \n",
+       "1240138                      0.00000                  0.0  ...        0.0   \n",
+       "1240139                      0.00000                  0.0  ...        0.0   \n",
+       "906792                       0.00000                  0.0  ...        0.0   \n",
+       "...                              ...                  ...  ...        ...   \n",
+       "1298157                      0.00000                  0.0  ...        0.0   \n",
+       "1480372                      0.66837                  0.0  ...        0.0   \n",
+       "1298533                      0.00000                  0.0  ...        0.0   \n",
+       "930299                       0.00000                  0.0  ...        0.0   \n",
+       "905954                       0.00000                  0.0  ...        0.0   \n",
+       "\n",
+       "          Macrophages M0  Macrophages M1  Macrophages M2  \\\n",
+       "Subjects                                                   \n",
+       "906826          0.000000             0.0             0.0   \n",
+       "687983          0.000000             0.0             0.0   \n",
+       "1240138         0.000000             0.0             0.0   \n",
+       "1240139         0.000000             0.0             0.0   \n",
+       "906792          0.060959             0.0             0.0   \n",
+       "...                  ...             ...             ...   \n",
+       "1298157         0.000000             0.0             0.0   \n",
+       "1480372         0.000000             0.0             0.0   \n",
+       "1298533         0.410859             0.0             0.0   \n",
+       "930299          0.478688             0.0             0.0   \n",
+       "905954          0.000000             0.0             0.0   \n",
+       "\n",
+       "          Dendritic cells resting  Dendritic cells activated  \\\n",
+       "Subjects                                                       \n",
+       "906826                        0.0                   0.000000   \n",
+       "687983                        0.0                   0.613573   \n",
+       "1240138                       0.0                   0.280445   \n",
+       "1240139                       0.0                   0.321357   \n",
+       "906792                        0.0                   0.396471   \n",
+       "...                           ...                        ...   \n",
+       "1298157                       0.0                   0.000000   \n",
+       "1480372                       0.0                   0.152598   \n",
+       "1298533                       0.0                   0.283488   \n",
+       "930299                        0.0                   0.000000   \n",
+       "905954                        0.0                   0.410373   \n",
+       "\n",
+       "          Mast cells resting  Mast cells activated  Eosinophils  Neutrophils  \n",
+       "Subjects                                                                      \n",
+       "906826              0.216622                   0.0     0.000000          0.0  \n",
+       "687983              0.000000                   0.0     0.000000          0.0  \n",
+       "1240138             0.442887                   0.0     0.000000          0.0  \n",
+       "1240139             0.000000                   0.0     0.329952          0.0  \n",
+       "906792              0.000000                   0.0     0.000000          0.0  \n",
+       "...                      ...                   ...          ...          ...  \n",
+       "1298157             0.483492                   0.0     0.000000          0.0  \n",
+       "1480372             0.000000                   0.0     0.000000          0.0  \n",
+       "1298533             0.000000                   0.0     0.000000          0.0  \n",
+       "930299              0.000000                   0.0     0.000000          0.0  \n",
+       "905954              0.000000                   0.0     0.589627          0.0  \n",
+       "\n",
+       "[977 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "result3[df]"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From a5c4ec5d640eb2c91c95a56a766649d0d936297b Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 17 Jan 2020 09:21:51 -0300
Subject: [PATCH 40/52] outputcellines

---
 app/data/outputCellines(2).xlsx | Bin 0 -> 326967 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 app/data/outputCellines(2).xlsx

diff --git a/app/data/outputCellines(2).xlsx b/app/data/outputCellines(2).xlsx
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literal 0
HcmV?d00001


From 667d7585b9fd9bf2edd8d1358736511e29e14fd4 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 17 Jan 2020 16:41:48 -0300
Subject: [PATCH 41/52]  todo

---
 .../Generate betas til9-checkpoint.ipynb      |    6 +
 Generate betas til9.ipynb                     |  446 ++++++
 Generate betas til9.py                        |   91 ++
 Test Beta List.ipynb                          | 1290 ++++++++++++++++-
 4 files changed, 1787 insertions(+), 46 deletions(-)
 create mode 100644 .ipynb_checkpoints/Generate betas til9-checkpoint.ipynb
 create mode 100644 Generate betas til9.ipynb
 create mode 100644 Generate betas til9.py

diff --git a/.ipynb_checkpoints/Generate betas til9-checkpoint.ipynb b/.ipynb_checkpoints/Generate betas til9-checkpoint.ipynb
new file mode 100644
index 0000000..7fec515
--- /dev/null
+++ b/.ipynb_checkpoints/Generate betas til9-checkpoint.ipynb	
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Generate betas til9.ipynb b/Generate betas til9.ipynb
new file mode 100644
index 0000000..5d42dd8
--- /dev/null
+++ b/Generate betas til9.ipynb	
@@ -0,0 +1,446 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import os\n",
+    "import sys\n",
+    "import Mixture\n",
+    "import multiprocessing\n",
+    "from joblib import Parallel, delayed\n",
+    "from random import seed\n",
+    "from random import sample \n",
+    "from random import randint"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lines = [2, 6]\n",
+    "cpu = multiprocessing.cpu_count()\n",
+    "rango = 1000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataFrameSignature = pd.read_excel('data/Pre.proccessor.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def createBetas (X, a, b, n):\n",
+    "\n",
+    "    ns = randint(a, b)\n",
+    "    r = np.random.uniform(1, 0.2, ns)\n",
+    "    rn = r/r.sum()\n",
+    "    id = sample(range(n-1), ns)\n",
+    "    betas = np.repeat(.0, n, axis=0)\n",
+    "    for index, i in enumerate(id, start = 0):\n",
+    "        betas[i] = rn[index]\n",
+    "\n",
+    "    vector = X.to_numpy(copy=True)    \n",
+    "    vector = vector.flatten()\n",
+    "        \n",
+    "    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]\n",
+    "\n",
+    "    return betas, id, A"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "X = dataFrameSignature.iloc[:, 1:]\n",
+    "\n",
+    "subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))\n",
+    "\n",
+    "# Getting expression matrix\n",
+    "vector = [x[2] for x in subjects]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
+    "Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])\n",
+    "\n",
+    "# Getting Real Betas Matrix\n",
+    "vector = [x[0] for x in subjects]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
+    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "\n",
+    "X = dataFrameSignature\n",
+    "\n",
+    "vector = [len(x[1]) for x in subjects]\n",
+    "ids = pd.DataFrame(np.column_stack(vector))   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>V10</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.568245</td>\n",
+       "      <td>0.443195</td>\n",
+       "      <td>0.157061</td>\n",
+       "      <td>0.363994</td>\n",
+       "      <td>0.622493</td>\n",
+       "      <td>0.239218</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
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+       "      <td>0.159254</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.214068</td>\n",
+       "      <td>0.267057</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.128216</td>\n",
+       "      <td>0.497463</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.278392</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.094263</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.116851</td>\n",
+       "      <td>0.197989</td>\n",
+       "      <td>0.127734</td>\n",
+       "      <td>0.250682</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.199611</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.265681</td>\n",
+       "      <td>0.431755</td>\n",
+       "      <td>0.556805</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.201331</td>\n",
+       "      <td>0.288469</td>\n",
+       "      <td>0.253885</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.465207</td>\n",
+       "      <td>0.141284</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.312506</td>\n",
+       "      <td>0.386324</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.303842</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.230515</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.068978</td>\n",
+       "      <td>0.386895</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.127809</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.165977</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.258280</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.502537</td>\n",
+       "      <td>0.241619</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.174565</td>\n",
+       "      <td>0.168698</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.173278</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.320272</td>\n",
+       "      <td>0.261986</td>\n",
+       "      <td>0.394635</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.138729</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.081365</td>\n",
+       "      <td>0.238593</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>0.319977</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.253991</td>\n",
+       "      <td>0.261244</td>\n",
+       "      <td>0.377507</td>\n",
+       "      <td>0.070414</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.267967</td>\n",
+       "      <td>0.315290</td>\n",
+       "      <td>0.106603</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.124072</td>\n",
+       "      <td>0.130059</td>\n",
+       "      <td>0.104713</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>0.352196</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>0.208425</td>\n",
+       "      <td>0.613105</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.346109</td>\n",
+       "      <td>0.316896</td>\n",
+       "      <td>0.292617</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.300381</td>\n",
+       "      <td>0.331872</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
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+       "      <td>0.000000</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.190574</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.185531</td>\n",
+       "      <td>0.292464</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.195925</td>\n",
+       "      <td>0.163539</td>\n",
+       "      <td>0.191108</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>9 rows × 1000 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         V1        V2        V3        V4        V5        V6        V7  \\\n",
+       "0  0.000000  0.000000  0.000000  0.568245  0.443195  0.157061  0.363994   \n",
+       "1  0.128216  0.497463  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "2  0.199611  0.000000  0.265681  0.431755  0.556805  0.000000  0.000000   \n",
+       "3  0.000000  0.000000  0.303842  0.000000  0.000000  0.230515  0.000000   \n",
+       "4  0.000000  0.502537  0.241619  0.000000  0.000000  0.174565  0.168698   \n",
+       "5  0.319977  0.000000  0.000000  0.000000  0.000000  0.253991  0.261244   \n",
+       "6  0.352196  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "7  0.000000  0.000000  0.188858  0.000000  0.000000  0.183869  0.206064   \n",
+       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "         V8        V9       V10  ...      V991      V992      V993      V994  \\\n",
+       "0  0.622493  0.239218  0.000000  ...  0.401336  0.000000  0.000000  0.000000   \n",
+       "1  0.000000  0.000000  0.000000  ...  0.278392  0.000000  0.000000  0.000000   \n",
+       "2  0.000000  0.000000  0.000000  ...  0.000000  0.201331  0.288469  0.253885   \n",
+       "3  0.000000  0.068978  0.386895  ...  0.000000  0.000000  0.000000  0.000000   \n",
+       "4  0.000000  0.173278  0.000000  ...  0.320272  0.261986  0.394635  0.000000   \n",
+       "5  0.377507  0.070414  0.000000  ...  0.000000  0.000000  0.000000  0.267967   \n",
+       "6  0.000000  0.208425  0.613105  ...  0.000000  0.346109  0.316896  0.292617   \n",
+       "7  0.000000  0.239689  0.000000  ...  0.000000  0.190574  0.000000  0.185531   \n",
+       "8  0.000000  0.000000  0.000000  ...  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "       V995      V996      V997      V998      V999     V1000  \n",
+       "0  0.159254  0.000000  0.214068  0.267057  0.000000  0.000000  \n",
+       "1  0.094263  0.000000  0.116851  0.197989  0.127734  0.250682  \n",
+       "2  0.000000  0.465207  0.141284  0.000000  0.312506  0.386324  \n",
+       "3  0.000000  0.127809  0.000000  0.165977  0.000000  0.258280  \n",
+       "4  0.138729  0.000000  0.000000  0.081365  0.238593  0.000000  \n",
+       "5  0.315290  0.106603  0.000000  0.124072  0.130059  0.104713  \n",
+       "6  0.000000  0.300381  0.331872  0.000000  0.000000  0.000000  \n",
+       "7  0.292464  0.000000  0.195925  0.163539  0.191108  0.000000  \n",
+       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
+       "\n",
+       "[9 rows x 1000 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "betas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Generate xlsx\n",
+    "with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:\n",
+    "    betas.to_excel(writer, sheet_name='beta')\n",
+    "    ids.to_excel(writer, sheet_name='id')\n",
+    "    Y2.to_excel(writer, sheet_name='A')\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Generate betas til9.py b/Generate betas til9.py
new file mode 100644
index 0000000..a3b0177
--- /dev/null
+++ b/Generate betas til9.py	
@@ -0,0 +1,91 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# In[1]:
+
+import pandas as pd
+import numpy as np
+import os
+import sys
+import Mixture
+import multiprocessing
+from joblib import Parallel, delayed
+from random import seed
+from random import sample 
+from random import randint
+
+
+# In[2]:
+
+
+lines = [2, 6]
+cpu = multiprocessing.cpu_count()
+rango = 1000
+
+
+# In[3]:
+
+
+dataFrameSignature = pd.read_excel('data/Pre.proccessor.xlsx', sheet_name = 0) 
+
+
+# In[4]:
+
+
+def createBetas (X, a, b, n):
+
+    ns = randint(a, b)
+    r = np.random.uniform(1, 0.2, ns)
+    rn = r/r.sum()
+    id = sample(range(n-1), ns)
+    betas = np.repeat(.0, n, axis=0)
+    for index, i in enumerate(id, start = 0):
+        betas[i] = rn[index]
+
+    vector = X.to_numpy(copy=True)    
+    vector = vector.flatten()
+        
+    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]
+
+    return betas, id, A
+
+
+# In[5]:
+
+
+X = dataFrameSignature.iloc[:, 1:]
+
+subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))
+
+# Getting expression matrix
+vector = [x[2] for x in subjects]
+columns = ['V' + str(x+1) for x in range(len(subjects))]
+Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)
+Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])
+
+# Getting Real Betas Matrix
+vector = [x[0] for x in subjects]
+columns = ['V' + str(x+1) for x in range(len(subjects))]
+betas = pd.DataFrame(np.column_stack(vector), columns=columns)
+
+X = dataFrameSignature
+
+vector = [len(x[1]) for x in subjects]
+ids = pd.DataFrame(np.column_stack(vector))   
+
+
+# In[10]:
+
+
+betas
+
+
+# In[ ]:
+
+
+#Generate xlsx
+with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:
+    betas.to_excel(writer, sheet_name='beta')
+    ids.to_excel(writer, sheet_name='id')
+    Y2.to_excel(writer, sheet_name='A')
+
diff --git a/Test Beta List.ipynb b/Test Beta List.ipynb
index 081f32a..a09163f 100644
--- a/Test Beta List.ipynb	
+++ b/Test Beta List.ipynb	
@@ -2,21 +2,9 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'rpy2'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-3-fc8fff23eaa0>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[1;31m#Library to read RDS format\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     10\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     11\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import pandas as pd\n",
     "import numpy as np\n",
@@ -34,14 +22,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Num cores: 4\n"
+      "Num cores: 8\n"
      ]
     }
    ],
@@ -58,7 +46,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -68,28 +56,207 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read RDS file\n",
+    "readRDS = robjects.r['readRDS']\n",
+    "df = readRDS('data/betas.list.rds')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'robjects' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-2-c24dc6236f18>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m# Read RDS file\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mreadRDS\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mr\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'readRDS'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      3\u001b[0m \u001b[0mdf\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mreadRDS\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'data/betas.list.rds'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[1;32mwith\u001b[0m \u001b[0mlocalconverter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdefault_converter\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconverter\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0mdf\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconversion\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrpy2py\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'robjects' is not defined"
-     ]
+     "data": {
+      "text/html": [
+       "\n",
+       "    <span>ListVector with 3 elements.</span>\n",
+       "    <table>\n",
+       "      <tbody>\n",
+       "      \n",
+       "      <tr>\n",
+       "      <th>\n",
+       "        beta\n",
+       "      </th>\n",
+       "      <td>\n",
+       "        \n",
+       "    <span>FloatVector with 22 elements.</span>\n",
+       "    <table>\n",
+       "      <tbody>\n",
+       "      <tr>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.258236\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        ...\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        0.000000\n",
+       "      </td>\n",
+       "      \n",
+       "      </tr>\n",
+       "      </tbody>\n",
+       "    </table>\n",
+       "    \n",
+       "      </td>\n",
+       "      </tr>\n",
+       "      \n",
+       "      <tr>\n",
+       "      <th>\n",
+       "        id\n",
+       "      </th>\n",
+       "      <td>\n",
+       "        \n",
+       "    <span>IntVector with 4 elements.</span>\n",
+       "    <table>\n",
+       "      <tbody>\n",
+       "      <tr>\n",
+       "      \n",
+       "      <td>\n",
+       "        2\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        12\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        18\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        11\n",
+       "      </td>\n",
+       "      \n",
+       "      </tr>\n",
+       "      </tbody>\n",
+       "    </table>\n",
+       "    \n",
+       "      </td>\n",
+       "      </tr>\n",
+       "      \n",
+       "      <tr>\n",
+       "      <th>\n",
+       "        A\n",
+       "      </th>\n",
+       "      <td>\n",
+       "        \n",
+       "    <span>Matrix with 547 elements.</span>\n",
+       "    <table>\n",
+       "      <tbody>\n",
+       "      <tr>\n",
+       "      \n",
+       "      <td>\n",
+       "        8.945509\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        21.455863\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        305.800368\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        65.863909\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        ...\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        55.477425\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        264.231769\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        33.113837\n",
+       "      </td>\n",
+       "      \n",
+       "      <td>\n",
+       "        46.008688\n",
+       "      </td>\n",
+       "      \n",
+       "      </tr>\n",
+       "      </tbody>\n",
+       "    </table>\n",
+       "    \n",
+       "      </td>\n",
+       "      </tr>\n",
+       "      \n",
+       "      </tbody>\n",
+       "    </table>\n",
+       "    "
+      ],
+      "text/plain": [
+       "R object with classes: ('list',) mapped to:\n",
+       "<ListVector - Python:0x7f22c3f20f48 / R:0x58120a8>\n",
+       "[FloatVector, IntVector, Matrix]\n",
+       "  beta: <class 'rpy2.robjects.vectors.FloatVector'>\n",
+       "  R object with classes: ('numeric',) mapped to:\n",
+       "<FloatVector - Python:0x7f22c3f207c8 / R:0x4c93020>\n",
+       "[0.000000, 0.258236, 0.000000, 0.000000, ..., 0.000000, 0.000000, 0.000000, 0.000000]\n",
+       "  id: <class 'rpy2.robjects.vectors.IntVector'>\n",
+       "  R object with classes: ('integer',) mapped to:\n",
+       "<IntVector - Python:0x7f22c3f20588 / R:0x57e5be0>\n",
+       "[2, 12, 18, 11]\n",
+       "  A: <class 'rpy2.robjects.vectors.Matrix'>\n",
+       "  R object with classes: ('matrix',) mapped to:\n",
+       "<Matrix - Python:0x7f22c3f20d48 / R:0x3cfbaf0>\n",
+       "[8.945509, 21.455863, 305.800368, 65.863909, ..., 55.477425, 264.231769, 33.113837, 46.008688]"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "# Read RDS file\n",
-    "readRDS = robjects.r['readRDS']\n",
-    "df = readRDS('data/betas.list.rds')\n",
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    df = robjects.conversion.rpy2py(df)\n",
-    "    \n",
+    "df[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "subject = df\n",
     "\n",
     "# Getting expression matrix\n",
@@ -112,28 +279,391 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
-     "ename": "NameError",
-     "evalue": "name 'result' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-1-0ac921c19f1a>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mresult\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m: name 'result' is not defined"
-     ]
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ABCB4</td>\n",
+       "      <td>8.945509</td>\n",
+       "      <td>142.072478</td>\n",
+       "      <td>71.095286</td>\n",
+       "      <td>8.044532</td>\n",
+       "      <td>253.830927</td>\n",
+       "      <td>43.752652</td>\n",
+       "      <td>47.582160</td>\n",
+       "      <td>7.830238</td>\n",
+       "      <td>15.211115</td>\n",
+       "      <td>...</td>\n",
+       "      <td>84.864943</td>\n",
+       "      <td>54.942746</td>\n",
+       "      <td>11.458127</td>\n",
+       "      <td>12.562665</td>\n",
+       "      <td>11.183133</td>\n",
+       "      <td>111.092859</td>\n",
+       "      <td>8.882520</td>\n",
+       "      <td>152.604925</td>\n",
+       "      <td>16.704595</td>\n",
+       "      <td>58.549290</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ABCB9</td>\n",
+       "      <td>21.455863</td>\n",
+       "      <td>25.912689</td>\n",
+       "      <td>32.460429</td>\n",
+       "      <td>27.940755</td>\n",
+       "      <td>30.659187</td>\n",
+       "      <td>59.309729</td>\n",
+       "      <td>62.014366</td>\n",
+       "      <td>73.310523</td>\n",
+       "      <td>42.817621</td>\n",
+       "      <td>...</td>\n",
+       "      <td>138.652921</td>\n",
+       "      <td>65.280665</td>\n",
+       "      <td>39.721963</td>\n",
+       "      <td>27.828250</td>\n",
+       "      <td>73.528976</td>\n",
+       "      <td>113.498626</td>\n",
+       "      <td>26.065736</td>\n",
+       "      <td>37.998120</td>\n",
+       "      <td>29.615076</td>\n",
+       "      <td>69.974101</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>ACAP1</td>\n",
+       "      <td>305.800368</td>\n",
+       "      <td>305.701176</td>\n",
+       "      <td>440.246375</td>\n",
+       "      <td>1078.154315</td>\n",
+       "      <td>354.591811</td>\n",
+       "      <td>394.696046</td>\n",
+       "      <td>449.849152</td>\n",
+       "      <td>738.459592</td>\n",
+       "      <td>93.286625</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1017.017436</td>\n",
+       "      <td>638.869917</td>\n",
+       "      <td>1278.316667</td>\n",
+       "      <td>463.637793</td>\n",
+       "      <td>410.964707</td>\n",
+       "      <td>264.947011</td>\n",
+       "      <td>300.680626</td>\n",
+       "      <td>570.847867</td>\n",
+       "      <td>535.480544</td>\n",
+       "      <td>373.985972</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>ACHE</td>\n",
+       "      <td>65.863909</td>\n",
+       "      <td>32.632942</td>\n",
+       "      <td>200.344101</td>\n",
+       "      <td>25.518450</td>\n",
+       "      <td>15.576948</td>\n",
+       "      <td>15.815799</td>\n",
+       "      <td>475.518668</td>\n",
+       "      <td>18.808570</td>\n",
+       "      <td>16.286325</td>\n",
+       "      <td>...</td>\n",
+       "      <td>22.612007</td>\n",
+       "      <td>15.661439</td>\n",
+       "      <td>23.686100</td>\n",
+       "      <td>27.330396</td>\n",
+       "      <td>21.759842</td>\n",
+       "      <td>222.132962</td>\n",
+       "      <td>26.807785</td>\n",
+       "      <td>24.270998</td>\n",
+       "      <td>49.766596</td>\n",
+       "      <td>18.725972</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>ACP5</td>\n",
+       "      <td>1764.173365</td>\n",
+       "      <td>736.850311</td>\n",
+       "      <td>2243.253122</td>\n",
+       "      <td>708.548176</td>\n",
+       "      <td>489.961399</td>\n",
+       "      <td>5264.979865</td>\n",
+       "      <td>5558.314221</td>\n",
+       "      <td>3516.649180</td>\n",
+       "      <td>284.860889</td>\n",
+       "      <td>...</td>\n",
+       "      <td>715.277420</td>\n",
+       "      <td>6588.323313</td>\n",
+       "      <td>624.908135</td>\n",
+       "      <td>385.425993</td>\n",
+       "      <td>717.274684</td>\n",
+       "      <td>3382.445949</td>\n",
+       "      <td>410.806940</td>\n",
+       "      <td>5143.951626</td>\n",
+       "      <td>1234.755625</td>\n",
+       "      <td>6168.356860</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>542</th>\n",
+       "      <td>ZNF204P</td>\n",
+       "      <td>37.644691</td>\n",
+       "      <td>66.576216</td>\n",
+       "      <td>60.350026</td>\n",
+       "      <td>93.229518</td>\n",
+       "      <td>88.303392</td>\n",
+       "      <td>37.017506</td>\n",
+       "      <td>41.726875</td>\n",
+       "      <td>104.026925</td>\n",
+       "      <td>34.006948</td>\n",
+       "      <td>...</td>\n",
+       "      <td>239.679116</td>\n",
+       "      <td>40.275058</td>\n",
+       "      <td>54.923127</td>\n",
+       "      <td>70.272556</td>\n",
+       "      <td>71.402736</td>\n",
+       "      <td>56.940340</td>\n",
+       "      <td>99.268541</td>\n",
+       "      <td>57.248904</td>\n",
+       "      <td>38.758141</td>\n",
+       "      <td>62.754896</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>543</th>\n",
+       "      <td>ZNF222</td>\n",
+       "      <td>55.477425</td>\n",
+       "      <td>75.212158</td>\n",
+       "      <td>136.853378</td>\n",
+       "      <td>58.611631</td>\n",
+       "      <td>75.822563</td>\n",
+       "      <td>108.799567</td>\n",
+       "      <td>50.721505</td>\n",
+       "      <td>78.743189</td>\n",
+       "      <td>218.620946</td>\n",
+       "      <td>...</td>\n",
+       "      <td>67.186437</td>\n",
+       "      <td>139.685100</td>\n",
+       "      <td>18.636002</td>\n",
+       "      <td>21.385793</td>\n",
+       "      <td>105.502434</td>\n",
+       "      <td>85.931962</td>\n",
+       "      <td>14.435118</td>\n",
+       "      <td>104.576465</td>\n",
+       "      <td>72.553893</td>\n",
+       "      <td>76.525896</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>544</th>\n",
+       "      <td>ZNF286A</td>\n",
+       "      <td>264.231769</td>\n",
+       "      <td>271.793550</td>\n",
+       "      <td>161.411805</td>\n",
+       "      <td>174.949169</td>\n",
+       "      <td>397.851418</td>\n",
+       "      <td>88.367197</td>\n",
+       "      <td>88.748593</td>\n",
+       "      <td>110.495348</td>\n",
+       "      <td>59.287232</td>\n",
+       "      <td>...</td>\n",
+       "      <td>133.857993</td>\n",
+       "      <td>71.955046</td>\n",
+       "      <td>292.884501</td>\n",
+       "      <td>359.685132</td>\n",
+       "      <td>173.210334</td>\n",
+       "      <td>199.690999</td>\n",
+       "      <td>227.653742</td>\n",
+       "      <td>212.150047</td>\n",
+       "      <td>245.312982</td>\n",
+       "      <td>127.379798</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>545</th>\n",
+       "      <td>ZNF324</td>\n",
+       "      <td>33.113837</td>\n",
+       "      <td>32.073927</td>\n",
+       "      <td>50.055727</td>\n",
+       "      <td>87.962337</td>\n",
+       "      <td>28.560296</td>\n",
+       "      <td>66.969016</td>\n",
+       "      <td>37.002385</td>\n",
+       "      <td>125.347426</td>\n",
+       "      <td>35.753980</td>\n",
+       "      <td>...</td>\n",
+       "      <td>199.609382</td>\n",
+       "      <td>110.422714</td>\n",
+       "      <td>49.095683</td>\n",
+       "      <td>39.598220</td>\n",
+       "      <td>35.608618</td>\n",
+       "      <td>29.293826</td>\n",
+       "      <td>38.157508</td>\n",
+       "      <td>42.957260</td>\n",
+       "      <td>38.805697</td>\n",
+       "      <td>30.459135</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>546</th>\n",
+       "      <td>ZNF442</td>\n",
+       "      <td>46.008688</td>\n",
+       "      <td>16.340898</td>\n",
+       "      <td>47.347140</td>\n",
+       "      <td>99.223603</td>\n",
+       "      <td>35.190881</td>\n",
+       "      <td>42.536981</td>\n",
+       "      <td>62.975374</td>\n",
+       "      <td>25.603234</td>\n",
+       "      <td>52.160910</td>\n",
+       "      <td>...</td>\n",
+       "      <td>22.765620</td>\n",
+       "      <td>46.315111</td>\n",
+       "      <td>33.432569</td>\n",
+       "      <td>87.493393</td>\n",
+       "      <td>55.264631</td>\n",
+       "      <td>45.176320</td>\n",
+       "      <td>120.624816</td>\n",
+       "      <td>33.660961</td>\n",
+       "      <td>32.684330</td>\n",
+       "      <td>26.963862</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>547 rows × 1001 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    Gene symbol           V1          V2           V3           V4  \\\n",
+       "0         ABCB4     8.945509  142.072478    71.095286     8.044532   \n",
+       "1         ABCB9    21.455863   25.912689    32.460429    27.940755   \n",
+       "2         ACAP1   305.800368  305.701176   440.246375  1078.154315   \n",
+       "3          ACHE    65.863909   32.632942   200.344101    25.518450   \n",
+       "4          ACP5  1764.173365  736.850311  2243.253122   708.548176   \n",
+       "..          ...          ...         ...          ...          ...   \n",
+       "542     ZNF204P    37.644691   66.576216    60.350026    93.229518   \n",
+       "543      ZNF222    55.477425   75.212158   136.853378    58.611631   \n",
+       "544     ZNF286A   264.231769  271.793550   161.411805   174.949169   \n",
+       "545      ZNF324    33.113837   32.073927    50.055727    87.962337   \n",
+       "546      ZNF442    46.008688   16.340898    47.347140    99.223603   \n",
+       "\n",
+       "             V5           V6           V7           V8          V9  ...  \\\n",
+       "0    253.830927    43.752652    47.582160     7.830238   15.211115  ...   \n",
+       "1     30.659187    59.309729    62.014366    73.310523   42.817621  ...   \n",
+       "2    354.591811   394.696046   449.849152   738.459592   93.286625  ...   \n",
+       "3     15.576948    15.815799   475.518668    18.808570   16.286325  ...   \n",
+       "4    489.961399  5264.979865  5558.314221  3516.649180  284.860889  ...   \n",
+       "..          ...          ...          ...          ...         ...  ...   \n",
+       "542   88.303392    37.017506    41.726875   104.026925   34.006948  ...   \n",
+       "543   75.822563   108.799567    50.721505    78.743189  218.620946  ...   \n",
+       "544  397.851418    88.367197    88.748593   110.495348   59.287232  ...   \n",
+       "545   28.560296    66.969016    37.002385   125.347426   35.753980  ...   \n",
+       "546   35.190881    42.536981    62.975374    25.603234   52.160910  ...   \n",
+       "\n",
+       "            V991         V992         V993        V994        V995  \\\n",
+       "0      84.864943    54.942746    11.458127   12.562665   11.183133   \n",
+       "1     138.652921    65.280665    39.721963   27.828250   73.528976   \n",
+       "2    1017.017436   638.869917  1278.316667  463.637793  410.964707   \n",
+       "3      22.612007    15.661439    23.686100   27.330396   21.759842   \n",
+       "4     715.277420  6588.323313   624.908135  385.425993  717.274684   \n",
+       "..           ...          ...          ...         ...         ...   \n",
+       "542   239.679116    40.275058    54.923127   70.272556   71.402736   \n",
+       "543    67.186437   139.685100    18.636002   21.385793  105.502434   \n",
+       "544   133.857993    71.955046   292.884501  359.685132  173.210334   \n",
+       "545   199.609382   110.422714    49.095683   39.598220   35.608618   \n",
+       "546    22.765620    46.315111    33.432569   87.493393   55.264631   \n",
+       "\n",
+       "            V996        V997         V998         V999        V1000  \n",
+       "0     111.092859    8.882520   152.604925    16.704595    58.549290  \n",
+       "1     113.498626   26.065736    37.998120    29.615076    69.974101  \n",
+       "2     264.947011  300.680626   570.847867   535.480544   373.985972  \n",
+       "3     222.132962   26.807785    24.270998    49.766596    18.725972  \n",
+       "4    3382.445949  410.806940  5143.951626  1234.755625  6168.356860  \n",
+       "..           ...         ...          ...          ...          ...  \n",
+       "542    56.940340   99.268541    57.248904    38.758141    62.754896  \n",
+       "543    85.931962   14.435118   104.576465    72.553893    76.525896  \n",
+       "544   199.690999  227.653742   212.150047   245.312982   127.379798  \n",
+       "545    29.293826   38.157508    42.957260    38.805697    30.459135  \n",
+       "546    45.176320  120.624816    33.660961    32.684330    26.963862  \n",
+       "\n",
+       "[547 rows x 1001 columns]"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "result"
+    "Y"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 16,
    "metadata": {
     "scrolled": true
    },
@@ -145,6 +675,674 @@
     "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>V10</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
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+       "      <th>0</th>\n",
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+       "      <td>0.000000</td>\n",
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+       "      <td>...</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.258236</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.123142</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.163870</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.134084</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.064282</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.167104</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.078685</td>\n",
+       "      <td>0.116005</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.132431</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.316152</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.186034</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.538401</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
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+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.175251</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.244871</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.087650</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.257640</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.204977</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.481061</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.338854</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.118573</td>\n",
+       "      <td>0.272285</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.264511</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.246274</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.55187</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.333858</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.208662</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.48754</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.184583</td>\n",
+       "      <td>0.148675</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.393857</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.419016</td>\n",
+       "      <td>0.162395</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.661146</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>0.296080</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.052661</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>0.163893</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.075733</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.164033</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.148909</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.120579</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.127220</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.221290</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.291807</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.134640</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.316664</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.202787</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.127842</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.088119</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.342133</td>\n",
+       "      <td>0.318030</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.44813</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.159025</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.428634</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>0.281791</td>\n",
+       "      <td>0.087939</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.156644</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.158745</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.165131</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.174777</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.304215</td>\n",
+       "      <td>0.121304</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.643257</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.149691</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.055581</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.300709</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.356743</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.118628</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.263688</td>\n",
+       "      <td>0.147197</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.125086</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.109841</td>\n",
+       "      <td>0.146638</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.192109</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.161540</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.00000</td>\n",
+       "      <td>0.51246</td>\n",
+       "      <td>0.580984</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.288422</td>\n",
+       "      <td>0.166528</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>22 rows × 1000 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          V1        V2        V3        V4        V5        V6        V7  \\\n",
+       "0   0.000000  0.231124  0.111539  0.000000  0.450914  0.000000  0.000000   \n",
+       "1   0.258236  0.000000  0.000000  0.000000  0.000000  0.123142  0.000000   \n",
+       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "3   0.000000  0.000000  0.132431  0.000000  0.000000  0.000000  0.000000   \n",
+       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "5   0.000000  0.175251  0.000000  0.000000  0.244871  0.000000  0.000000   \n",
+       "6   0.000000  0.204977  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "7   0.000000  0.000000  0.118573  0.272285  0.000000  0.264511  0.000000   \n",
+       "8   0.000000  0.000000  0.000000  0.333858  0.000000  0.000000  0.208662   \n",
+       "9   0.000000  0.000000  0.000000  0.393857  0.000000  0.000000  0.000000   \n",
+       "10  0.296080  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "11  0.163893  0.000000  0.075733  0.000000  0.000000  0.000000  0.000000   \n",
+       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.148909  0.000000   \n",
+       "13  0.000000  0.000000  0.127220  0.000000  0.000000  0.000000  0.000000   \n",
+       "14  0.000000  0.000000  0.134640  0.000000  0.000000  0.000000  0.316664   \n",
+       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.342133  0.318030   \n",
+       "17  0.281791  0.087939  0.000000  0.000000  0.000000  0.000000  0.156644   \n",
+       "18  0.000000  0.000000  0.174777  0.000000  0.304215  0.121304  0.000000   \n",
+       "19  0.000000  0.300709  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "20  0.000000  0.000000  0.125086  0.000000  0.000000  0.000000  0.000000   \n",
+       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "          V8        V9       V10  ...      V991     V992     V993      V994  \\\n",
+       "0   0.000000  0.000000  0.000000  ...  0.144805  0.00000  0.00000  0.000000   \n",
+       "1   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
+       "2   0.064282  0.000000  0.000000  ...  0.167104  0.00000  0.00000  0.000000   \n",
+       "3   0.000000  0.000000  0.316152  ...  0.000000  0.00000  0.00000  0.000000   \n",
+       "4   0.186034  0.000000  0.000000  ...  0.538401  0.00000  0.00000  0.000000   \n",
+       "5   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
+       "6   0.000000  0.000000  0.481061  ...  0.000000  0.00000  0.00000  0.000000   \n",
+       "7   0.246274  0.000000  0.000000  ...  0.000000  0.55187  0.00000  0.000000   \n",
+       "8   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.48754  0.000000   \n",
+       "9   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.419016   \n",
+       "10  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
+       "11  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
+       "12  0.120579  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
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+       "21  0.161540  0.000000  0.000000  ...  0.000000  0.00000  0.51246  0.580984   \n",
+       "\n",
+       "        V995      V996      V997      V998      V999     V1000  \n",
+       "0   0.000000  0.151435  0.000000  0.243382  0.000000  0.000000  \n",
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+       "8   0.000000  0.000000  0.000000  0.184583  0.148675  0.000000  \n",
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+       "13  0.000000  0.000000  0.000000  0.291807  0.000000  0.000000  \n",
+       "14  0.000000  0.127842  0.000000  0.000000  0.000000  0.000000  \n",
+       "15  0.000000  0.000000  0.000000  0.088119  0.000000  0.000000  \n",
+       "16  0.000000  0.159025  0.000000  0.000000  0.000000  0.428634  \n",
+       "17  0.000000  0.158745  0.000000  0.000000  0.165131  0.000000  \n",
+       "18  0.055581  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
+       "19  0.118628  0.000000  0.000000  0.000000  0.263688  0.147197  \n",
+       "20  0.109841  0.146638  0.000000  0.192109  0.000000  0.000000  \n",
+       "21  0.000000  0.000000  0.000000  0.000000  0.288422  0.166528  \n",
+       "\n",
+       "[22 rows x 1000 columns]"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Betas"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 6,
@@ -228,7 +1426,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.0"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,

From e82681973891bc5897a34f47318ff51d4666545d Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 17 Jan 2020 16:43:44 -0300
Subject: [PATCH 42/52] TIL9

---
 data/Pre.proccessor.xlsx | Bin 0 -> 1361966 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 data/Pre.proccessor.xlsx

diff --git a/data/Pre.proccessor.xlsx b/data/Pre.proccessor.xlsx
new file mode 100644
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literal 0
HcmV?d00001


From c18ebdbe5c3951cad7284ce6c25bfe4805c7c128 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 17 Jan 2020 16:53:41 -0300
Subject: [PATCH 43/52] todo Server

---
 app/__pycache__/app.cpython-36.pyc            | Bin 332 -> 313 bytes
 app/pages/__pycache__/__init__.cpython-36.pyc | Bin 144 -> 125 bytes
 app/pages/__pycache__/index.cpython-36.pyc    | Bin 9124 -> 9105 bytes
 app/pages/__pycache__/validate.cpython-36.pyc | Bin 14675 -> 14656 bytes
 app/pages/validate.py                         |   2 +-
 5 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/__pycache__/app.cpython-36.pyc b/app/__pycache__/app.cpython-36.pyc
index 23c05c0b283f5d1ea7548811e5db11de7e27ee94..52d6e7f2bef1f7ed64618e17794cf6de0bbb2f6b 100644
GIT binary patch
delta 31
mcmX@Zw3CV5n3tE!bGhO~_V3*C`WgATsrp&TWr>qz7!3fC770B7

delta 50
zcmdnVbcTuDn3tF9f0@Wc_V02=`WgATsrtEzC7FrExtT?Yc`1qdF8Rr&xv6<2#gjQ1
F4FIx05nuoS

diff --git a/app/pages/__pycache__/__init__.cpython-36.pyc b/app/pages/__pycache__/__init__.cpython-36.pyc
index e36c290a94ae69e8b5648ddd7b0483fdbb4393e9..413b9cc445521239ca84a41c3efc46a12222d4c8 100644
GIT binary patch
delta 29
kcmbQhSj%qA%gg1tTyY}11-F)dMt*LpepYf>;>1{E0B$!3PXGV_

delta 48
zcmb=Oz{qaQ%ggn@Ok^Uvg`BN^Mt*Lper{q(W@2$}W>I2ZN}|3?esXDUYF<h4L@#3i
DaZnI)

diff --git a/app/pages/__pycache__/index.cpython-36.pyc b/app/pages/__pycache__/index.cpython-36.pyc
index b918ffcdb20e0a1b8b19b99f2e4f0de0d00d7583..bb87bb9e73c8c83c4e6234536b2e6ebf06f4235c 100644
GIT binary patch
delta 33
pcmZ4DKGB`sn3tE!bGhP1_VX;<>iQY^xvBbD$z_R~zp!kO0|2Wi3lsnV

delta 52
zcmbQ}zQmo~n3tF9f0@We_VX-qR{9zFxvBcOi6xnd#krY9iFqlB`Y!p&rManjCB>T`
IvTTq80NIBVHvj+t

diff --git a/app/pages/__pycache__/validate.cpython-36.pyc b/app/pages/__pycache__/validate.cpython-36.pyc
index 6b103d06f352caa91c2dc9007afabca975f5942e..89db30028e3fb7a73d21fa629e915e0c9d726726 100644
GIT binary patch
delta 2276
zcmb_dYitx%6yCe9(n3j<mZf65eOTIsmcA(x#b{N6K!~;>Sd1|2PTP^)E}k8<EkBA;
z{9!^WT*c=PjD!*bl(Gq^pcK%mATPm0N5zUL6h#vM_(-&#?@n1;gs73-<eP8KxzF!B
z<|Oq}a%F02O4pX$hpT#$+q|PEmo`Tudg&v<$F%qcZ_`+pao!bA$><lNQ|_POlTM#D
z#8&$57SGCFpKs{>lJA7*jPIY|7GjO;%ghn$;^#8Y2(dPPXyR5Oy5!?oQ^iKPDeE)u
zE{DTGopN<{t#?1@0eLigc3~e=W3SWU2)GH{^0aELM$GcG;X&is6mZfWIn$rVJ81rF
zv0JY4r`I1=W9tnwtXuAo5i~8&!aFhJL*;l-@k5yHqCNbejmmDAdL%|uVCPjY+o>3A
zhdl4UU+jp_$f*#SufX!AJuU$L7P#P(tj>MH+X>4qIVP`i;$EihN%>{!$D6$k*E@iH
zvLSC`ZZFe-m+ULUZ0i7a5b&;CpO;(m9#dYWrV)QWT4MM>1AFRuU5G>P13r*v^JZ3E
zDV(}E;l>Hkz@Zbbmj(WjT#)b2I0E`8;3!}>;Fx?SzwqAUpqM}>03QQR0-!0K0w_g?
zl=}n*B_+!Ou2k%nKj$wJ-SN6xNL1T8vCncxq9NTH6VYgyPK$%laFl2bJ2>o#LG%Sy
z>5{({<cfXr=1Do?w7h*%#dVOlZ&J>jYf4O?;v6FsW<&e<dt#;$(M&y*QybMA8;zi$
zx0o@`fj(JYIIc(qL@DzRqK6Bohps9*?_wp_1vS&usVQtF4N*$O!Sd8KYs+;z5-KKF
z3&$v1{k3vb(S2gOtSf30+v7)y3Y^~Opy%`Qm&rl*=S*dH!T3d2sQo3|IX`a2SzH{J
zYXt><&(g3KTt;6pZ+iJ9{08o@ybFwI*k}nPaXlQLQtRz!FCCVd#g*wJN`uD1(JPk}
zS9gpI#fX~WL8=|lX$(KZV7W*SSxF%+)*OnO9H)KoWWeKwk$28hFRi3EQa_wu12C7q
z0br>>s+D4*TP!wpnO^c_@d0?yUg#`Cdr}i=%bQCo6SaalKAMdI-^zm}w~6o8O-=7m
z)p8ETUl}a#isd2B5IaDsat7c_R97I)j!gjudxFswEheqShzkIxU~n;5&em4T+16%>
z2z?LF4}gn+9|4ybELWq^bc3ol8&tJzlN+aYi*2&L^!HNLSh{#9*OWRZj!3GJDXWtL
zFbp-aHF8ziL$yf#dcL#WSTNUVi-N>vuId^W8?KA7X>f2bFqZCOJN+d6<$;;QS_zCQ
zgV8@YTv)>Lgc|EsL}+-+K=s=#qenhno-cajmhzU4#3kC3?TBbgbvq&c$5BVydc1)h
z(bH)bAOdIsB;rNBV|f4T_?KH9e+I|-cd~D#)8UAvF>#1=r(3v%Q+O59&Uk-Cv6y>3
zFCZ6I1^;tcFI3H+wHddt!vmIzL{lm8FC-YIfLv95(~V;>c|_pk*6Mk_G&Tq3&=Ra4
z0t^Dy%d}}1`4j!ev>9_>fZ;`khE!8q8rJ9OCK<t4Ic<RBwZAzk=v6o#0I1}69Sq-X
j+AN={nJ*5@Q#ED&9WZnQwga{SdH@IyrN#57mx(_CXi;A2

delta 2438
zcmb_eYityC5Z`~>+v9*@E7%jXZyr6kzNvsB1<Ny1iMA3cM%><RuN!WAWp>ZB{c<sW
z@RJQNQN(DXModYx5AFjf6<ZPUQB(vqY|tWtSP?P$!DvEoX1A1{NW|#1{q=V<v;W8Z
zX69}Hj)AW-J$>SfPv$*R(dTQIbM7u}jv892p;)?N8agN~s#3Z<8j2ZOi)ALBlEYI{
zM<z;%-=>`sVk_S7_v6JZ#bF!8HhkUhAGMzJA01_fZoN>@DM^y;t<~GC7-+T^G&2^l
z%IyiQ>y=1MGs^)J$ETkbVtZomZLbN@g=%(**oByVLf%V{!d8Tw8u=Zj2XTMSn)Jg&
z_5Kt|3Z%hd%*>rG`f*-vf#}5ha&zMQcsqHe9_HQTwMu(5X2B2}J@vX3(d;x;4_UV7
zp=E8l2_HI+4G#Z^cpw$}=^yNJ?7F2HCd^}d%2hiAIiio?K_N-zaw3u_5NSfDKRlm%
zm*`8($*U04pXazY3Fzqn^Zm>P^dsayE^lSaUi>}3GUqL#9p1t+=S4?2z^=C$1_*Fj
zj=ul~i3MbE^S~}QIn3T=ID}6W<QKn3lvY~M#6Ps{SolZ-dFp9x&K|ta@BtnzSQ1al
zCYw1Wz`1}df-4v23=+>~`w;^D)ytPJ2eP1s4Qm(-h8Bj88MZKd!oZ5arv$clwWe5x
z(hAl5&Sz1HVP|2+%A*{?JHTfQ#~6+?IA{5snIq1q2w$+lQH65J+!3S~&lGMHy@{nW
zK~%ZPC7+#UL{-h6Y$&i<gH54mBnrSKNyRf31YhwgU3hL*z8FB?>^w1yb7xoFfG+WW
z)`gbtm{AWgEw4^DViCpC)V!Lg*3_hjbZRWPu4Hh6kC~(xua&jJv~+4xXBo_xlfL+>
zgdSTqo0V40bY;E)DRIM`h4JeO=Bo=SmZd>BVtYp^jEQA?>Ub|#E=Rb((`<q((RMnz
zJ)u#v6mzvg?Po@!t(xuATWEF6C@K{_xU{Gpt7m!=2a57j<fkbfp24$oL-CV*>r4nY
zDn(_%JomR`QQ%quzotN{(M7yfDk*(Eo!Recj3}YaaEf^Nxt;tPskY_ydNiW91iVgj
zHB4%ZwrzS056@d9e?xIFgmSQQT2iyZRCWwvZLq33S;)V3u`{t?n8Uv%uv0-(ZLg}B
z&1%#ll?QMzc>68RKBun)!5L=5_)Bnm@E}v}NH|N-;SGb*+FV>Yz9$2Iw-dj^-r~ja
za~wN~!1gJsx`~=Cq`AHLJ$wFOj~r`Nsghg?od*1YePg{F$Z*x0#lfCXG)DExO2T=D
zR2qMfMqsD3wb?1{?Y1!BNA_Hhq}dYu#PlM=&jfaAlOA^3)&-|&yK!4dkLbo_rI$*b
zf!0Nlq^vVD_=w;PQOBA*L_5(ad$@*Mq@Hr%4m5r?#Z3~IK5=I}@WsaG$(>zO;2yHW
zuQ<6puq1g<xi!vXh=k!KY>(Ph7c*e|<l!OWPM$qzmKTaWxTCx!K6Z%?pR174sJYVr
zhoeq%^YI4n$e$;$is9<O9n%Z^JZHxp|H{OqPwS~7fjt%3B9S;!5fp3x&x7KM`JsO;
z-<R{(t=i3}b!A{Sg$v4&{syi(?xtu|&A9m{emF@W+*wuY&m?o;UU-z(R~aOZ+kuy=
zE{J`2{*F7>KFijf1P$qy(iqWdH4F3*eKC279WP(wsDKyP@c@HU1g|jTZw#;-w=7sE
chH!8}S#BR2dKr2cx*7H`Bp5Oi84JtApH2mp1^@s6

diff --git a/app/pages/validate.py b/app/pages/validate.py
index 2869983..cf1e1d1 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -237,7 +237,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
         #if __name__ == 'app':
         if True:
 
-            rango = 10
+            rango = 1000
 
             lines = lines_slider
 

From e321c1940eb39dc0fffe72f0612d8dd116469e96 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Mon, 20 Jan 2020 17:05:04 -0300
Subject: [PATCH 44/52] jp beta til9

---
 Test Beta List.ipynb | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/Test Beta List.ipynb b/Test Beta List.ipynb
index a09163f..e3438f3 100644
--- a/Test Beta List.ipynb	
+++ b/Test Beta List.ipynb	
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -46,7 +46,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +56,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -67,7 +67,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -226,23 +226,23 @@
       ],
       "text/plain": [
        "R object with classes: ('list',) mapped to:\n",
-       "<ListVector - Python:0x7f22c3f20f48 / R:0x58120a8>\n",
+       "<ListVector - Python:0x7f6b36e2cb48 / R:0x4bd2d88>\n",
        "[FloatVector, IntVector, Matrix]\n",
        "  beta: <class 'rpy2.robjects.vectors.FloatVector'>\n",
        "  R object with classes: ('numeric',) mapped to:\n",
-       "<FloatVector - Python:0x7f22c3f207c8 / R:0x4c93020>\n",
+       "<FloatVector - Python:0x7f6b63108bc8 / R:0x4b74490>\n",
        "[0.000000, 0.258236, 0.000000, 0.000000, ..., 0.000000, 0.000000, 0.000000, 0.000000]\n",
        "  id: <class 'rpy2.robjects.vectors.IntVector'>\n",
        "  R object with classes: ('integer',) mapped to:\n",
-       "<IntVector - Python:0x7f22c3f20588 / R:0x57e5be0>\n",
+       "<IntVector - Python:0x7f6b36dbc308 / R:0x3594e88>\n",
        "[2, 12, 18, 11]\n",
        "  A: <class 'rpy2.robjects.vectors.Matrix'>\n",
        "  R object with classes: ('matrix',) mapped to:\n",
-       "<Matrix - Python:0x7f22c3f20d48 / R:0x3cfbaf0>\n",
+       "<Matrix - Python:0x7f6b7c27fcc8 / R:0x1a4eb60>\n",
        "[8.945509, 21.455863, 305.800368, 65.863909, ..., 55.477425, 264.231769, 33.113837, 46.008688]"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -253,7 +253,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -663,7 +663,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 7,
    "metadata": {
     "scrolled": true
    },
@@ -677,7 +677,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -1334,7 +1334,7 @@
        "[22 rows x 1000 columns]"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }

From 304c1e6b8affc1e92584a8e111421e8501d1ca5b Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 21 Jan 2020 09:44:16 -0300
Subject: [PATCH 45/52] csv

---
 ...enerate betas til9 by CSV-checkpoint.ipynb |   446 +
 Generate betas til9 by CSV.ipynb              |   836 ++
 data/yourCSV.csv                              | 12366 ++++++++++++++++
 3 files changed, 13648 insertions(+)
 create mode 100644 .ipynb_checkpoints/Generate betas til9 by CSV-checkpoint.ipynb
 create mode 100644 Generate betas til9 by CSV.ipynb
 create mode 100644 data/yourCSV.csv

diff --git a/.ipynb_checkpoints/Generate betas til9 by CSV-checkpoint.ipynb b/.ipynb_checkpoints/Generate betas til9 by CSV-checkpoint.ipynb
new file mode 100644
index 0000000..5d42dd8
--- /dev/null
+++ b/.ipynb_checkpoints/Generate betas til9 by CSV-checkpoint.ipynb	
@@ -0,0 +1,446 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import os\n",
+    "import sys\n",
+    "import Mixture\n",
+    "import multiprocessing\n",
+    "from joblib import Parallel, delayed\n",
+    "from random import seed\n",
+    "from random import sample \n",
+    "from random import randint"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lines = [2, 6]\n",
+    "cpu = multiprocessing.cpu_count()\n",
+    "rango = 1000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataFrameSignature = pd.read_excel('data/Pre.proccessor.xlsx', sheet_name = 0) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def createBetas (X, a, b, n):\n",
+    "\n",
+    "    ns = randint(a, b)\n",
+    "    r = np.random.uniform(1, 0.2, ns)\n",
+    "    rn = r/r.sum()\n",
+    "    id = sample(range(n-1), ns)\n",
+    "    betas = np.repeat(.0, n, axis=0)\n",
+    "    for index, i in enumerate(id, start = 0):\n",
+    "        betas[i] = rn[index]\n",
+    "\n",
+    "    vector = X.to_numpy(copy=True)    \n",
+    "    vector = vector.flatten()\n",
+    "        \n",
+    "    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]\n",
+    "\n",
+    "    return betas, id, A"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "X = dataFrameSignature.iloc[:, 1:]\n",
+    "\n",
+    "subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))\n",
+    "\n",
+    "# Getting expression matrix\n",
+    "vector = [x[2] for x in subjects]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
+    "Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])\n",
+    "\n",
+    "# Getting Real Betas Matrix\n",
+    "vector = [x[0] for x in subjects]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
+    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "\n",
+    "X = dataFrameSignature\n",
+    "\n",
+    "vector = [len(x[1]) for x in subjects]\n",
+    "ids = pd.DataFrame(np.column_stack(vector))   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>V10</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.568245</td>\n",
+       "      <td>0.443195</td>\n",
+       "      <td>0.157061</td>\n",
+       "      <td>0.363994</td>\n",
+       "      <td>0.622493</td>\n",
+       "      <td>0.239218</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.401336</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.159254</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.214068</td>\n",
+       "      <td>0.267057</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.128216</td>\n",
+       "      <td>0.497463</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.278392</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.094263</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.116851</td>\n",
+       "      <td>0.197989</td>\n",
+       "      <td>0.127734</td>\n",
+       "      <td>0.250682</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.199611</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.265681</td>\n",
+       "      <td>0.431755</td>\n",
+       "      <td>0.556805</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.201331</td>\n",
+       "      <td>0.288469</td>\n",
+       "      <td>0.253885</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.465207</td>\n",
+       "      <td>0.141284</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.312506</td>\n",
+       "      <td>0.386324</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.303842</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.230515</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.068978</td>\n",
+       "      <td>0.386895</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.127809</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.165977</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.258280</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.502537</td>\n",
+       "      <td>0.241619</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.174565</td>\n",
+       "      <td>0.168698</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.173278</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.320272</td>\n",
+       "      <td>0.261986</td>\n",
+       "      <td>0.394635</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.138729</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.081365</td>\n",
+       "      <td>0.238593</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>0.319977</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.253991</td>\n",
+       "      <td>0.261244</td>\n",
+       "      <td>0.377507</td>\n",
+       "      <td>0.070414</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.267967</td>\n",
+       "      <td>0.315290</td>\n",
+       "      <td>0.106603</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.124072</td>\n",
+       "      <td>0.130059</td>\n",
+       "      <td>0.104713</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>0.352196</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.208425</td>\n",
+       "      <td>0.613105</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.346109</td>\n",
+       "      <td>0.316896</td>\n",
+       "      <td>0.292617</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.300381</td>\n",
+       "      <td>0.331872</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.188858</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.183869</td>\n",
+       "      <td>0.206064</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.239689</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.190574</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.185531</td>\n",
+       "      <td>0.292464</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.195925</td>\n",
+       "      <td>0.163539</td>\n",
+       "      <td>0.191108</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>9 rows × 1000 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         V1        V2        V3        V4        V5        V6        V7  \\\n",
+       "0  0.000000  0.000000  0.000000  0.568245  0.443195  0.157061  0.363994   \n",
+       "1  0.128216  0.497463  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "2  0.199611  0.000000  0.265681  0.431755  0.556805  0.000000  0.000000   \n",
+       "3  0.000000  0.000000  0.303842  0.000000  0.000000  0.230515  0.000000   \n",
+       "4  0.000000  0.502537  0.241619  0.000000  0.000000  0.174565  0.168698   \n",
+       "5  0.319977  0.000000  0.000000  0.000000  0.000000  0.253991  0.261244   \n",
+       "6  0.352196  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "7  0.000000  0.000000  0.188858  0.000000  0.000000  0.183869  0.206064   \n",
+       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "         V8        V9       V10  ...      V991      V992      V993      V994  \\\n",
+       "0  0.622493  0.239218  0.000000  ...  0.401336  0.000000  0.000000  0.000000   \n",
+       "1  0.000000  0.000000  0.000000  ...  0.278392  0.000000  0.000000  0.000000   \n",
+       "2  0.000000  0.000000  0.000000  ...  0.000000  0.201331  0.288469  0.253885   \n",
+       "3  0.000000  0.068978  0.386895  ...  0.000000  0.000000  0.000000  0.000000   \n",
+       "4  0.000000  0.173278  0.000000  ...  0.320272  0.261986  0.394635  0.000000   \n",
+       "5  0.377507  0.070414  0.000000  ...  0.000000  0.000000  0.000000  0.267967   \n",
+       "6  0.000000  0.208425  0.613105  ...  0.000000  0.346109  0.316896  0.292617   \n",
+       "7  0.000000  0.239689  0.000000  ...  0.000000  0.190574  0.000000  0.185531   \n",
+       "8  0.000000  0.000000  0.000000  ...  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "       V995      V996      V997      V998      V999     V1000  \n",
+       "0  0.159254  0.000000  0.214068  0.267057  0.000000  0.000000  \n",
+       "1  0.094263  0.000000  0.116851  0.197989  0.127734  0.250682  \n",
+       "2  0.000000  0.465207  0.141284  0.000000  0.312506  0.386324  \n",
+       "3  0.000000  0.127809  0.000000  0.165977  0.000000  0.258280  \n",
+       "4  0.138729  0.000000  0.000000  0.081365  0.238593  0.000000  \n",
+       "5  0.315290  0.106603  0.000000  0.124072  0.130059  0.104713  \n",
+       "6  0.000000  0.300381  0.331872  0.000000  0.000000  0.000000  \n",
+       "7  0.292464  0.000000  0.195925  0.163539  0.191108  0.000000  \n",
+       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
+       "\n",
+       "[9 rows x 1000 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "betas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Generate xlsx\n",
+    "with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:\n",
+    "    betas.to_excel(writer, sheet_name='beta')\n",
+    "    ids.to_excel(writer, sheet_name='id')\n",
+    "    Y2.to_excel(writer, sheet_name='A')\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Generate betas til9 by CSV.ipynb b/Generate betas til9 by CSV.ipynb
new file mode 100644
index 0000000..f76ef8e
--- /dev/null
+++ b/Generate betas til9 by CSV.ipynb	
@@ -0,0 +1,836 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import os\n",
+    "import sys\n",
+    "import Mixture\n",
+    "import multiprocessing\n",
+    "from joblib import Parallel, delayed\n",
+    "from random import seed\n",
+    "from random import sample \n",
+    "from random import randint\n",
+    "\n",
+    "#Library to read RDS format\n",
+    "import rpy2\n",
+    "import rpy2.robjects as robjects\n",
+    "from rpy2.robjects import pandas2ri\n",
+    "from rpy2.robjects.conversion import localconverter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lines = [2, 6]\n",
+    "cpu = multiprocessing.cpu_count()\n",
+    "rango = 1000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataFrameSignature = pd.read_csv('data/yourCSV.csv') "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def createBetas (X, a, b, n):\n",
+    "\n",
+    "    ns = randint(a, b)\n",
+    "    r = np.random.uniform(1, 0.2, ns)\n",
+    "    rn = r/r.sum()\n",
+    "    id = sample(range(n-1), ns)\n",
+    "    betas = np.repeat(.0, n, axis=0)\n",
+    "    for index, i in enumerate(id, start = 0):\n",
+    "        betas[i] = rn[index]\n",
+    "\n",
+    "    vector = X.to_numpy(copy=True)    \n",
+    "    vector = vector.flatten()\n",
+    "        \n",
+    "    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]\n",
+    "\n",
+    "    return betas, id, A"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "X = dataFrameSignature.iloc[:, 1:]\n",
+    "\n",
+    "subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))\n",
+    "\n",
+    "# Getting expression matrix\n",
+    "vector = [x[2] for x in subjects]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
+    "Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])\n",
+    "\n",
+    "# Getting Real Betas Matrix\n",
+    "vector = [x[0] for x in subjects]\n",
+    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
+    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
+    "\n",
+    "X = dataFrameSignature\n",
+    "\n",
+    "vector = [len(x[1]) for x in subjects]\n",
+    "ids = pd.DataFrame(np.column_stack(vector))   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>V10</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.502811</td>\n",
+       "      <td>0.454752</td>\n",
+       "      <td>0.167258</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.215948</td>\n",
+       "      <td>0.535272</td>\n",
+       "      <td>0.145751</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.264716</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.376840</td>\n",
+       "      <td>0.252751</td>\n",
+       "      <td>0.155439</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.175348</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.146273</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.129230</td>\n",
+       "      <td>0.183752</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.227507</td>\n",
+       "      <td>0.296282</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.109081</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.304872</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.082980</td>\n",
+       "      <td>0.353891</td>\n",
+       "      <td>0.073859</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.119712</td>\n",
+       "      <td>0.336865</td>\n",
+       "      <td>0.157087</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.234765</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.072633</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.079687</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.216050</td>\n",
+       "      <td>0.111002</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.225321</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.263963</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.377477</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.071418</td>\n",
+       "      <td>0.263163</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.228725</td>\n",
+       "      <td>0.273737</td>\n",
+       "      <td>0.115481</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.126537</td>\n",
+       "      <td>0.364723</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.349242</td>\n",
+       "      <td>0.225838</td>\n",
+       "      <td>0.264335</td>\n",
+       "      <td>0.092221</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.092616</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.315524</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.237616</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.158002</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.163713</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.278139</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.147236</td>\n",
+       "      <td>0.250998</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.168081</td>\n",
+       "      <td>0.250045</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>0.436054</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.199695</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.263115</td>\n",
+       "      <td>0.256863</td>\n",
+       "      <td>0.279624</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.136043</td>\n",
+       "      <td>0.071194</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.232688</td>\n",
+       "      <td>0.123061</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.735665</td>\n",
+       "      <td>0.197026</td>\n",
+       "      <td>0.478028</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.208382</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.119498</td>\n",
+       "      <td>0.394620</td>\n",
+       "      <td>0.464728</td>\n",
+       "      <td>0.127643</td>\n",
+       "      <td>0.206366</td>\n",
+       "      <td>0.109544</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.095896</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.146184</td>\n",
+       "      <td>0.269459</td>\n",
+       "      <td>0.218292</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.227104</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.173244</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>0.563946</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.159484</td>\n",
+       "      <td>0.233892</td>\n",
+       "      <td>0.151817</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.263035</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.173549</td>\n",
+       "      <td>0.201700</td>\n",
+       "      <td>0.295997</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>9 rows × 1000 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         V1        V2        V3        V4        V5        V6        V7  \\\n",
+       "0  0.000000  0.502811  0.454752  0.167258  0.000000  0.215948  0.535272   \n",
+       "1  0.000000  0.000000  0.000000  0.129230  0.183752  0.000000  0.000000   \n",
+       "2  0.000000  0.119712  0.336865  0.157087  0.000000  0.000000  0.000000   \n",
+       "3  0.000000  0.377477  0.000000  0.071418  0.263163  0.000000  0.000000   \n",
+       "4  0.000000  0.000000  0.000000  0.315524  0.000000  0.237616  0.000000   \n",
+       "5  0.436054  0.000000  0.000000  0.000000  0.199695  0.000000  0.000000   \n",
+       "6  0.000000  0.000000  0.208382  0.000000  0.119498  0.394620  0.464728   \n",
+       "7  0.563946  0.000000  0.000000  0.159484  0.233892  0.151817  0.000000   \n",
+       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "         V8        V9       V10  ...      V991      V992      V993      V994  \\\n",
+       "0  0.145751  0.000000  0.264716  ...  0.376840  0.252751  0.155439  0.000000   \n",
+       "1  0.000000  0.000000  0.000000  ...  0.227507  0.296282  0.000000  0.109081   \n",
+       "2  0.234765  0.000000  0.072633  ...  0.000000  0.079687  0.000000  0.216050   \n",
+       "3  0.228725  0.273737  0.115481  ...  0.000000  0.126537  0.364723  0.000000   \n",
+       "4  0.000000  0.000000  0.158002  ...  0.163713  0.000000  0.278139  0.000000   \n",
+       "5  0.263115  0.256863  0.279624  ...  0.136043  0.071194  0.000000  0.232688   \n",
+       "6  0.127643  0.206366  0.109544  ...  0.095896  0.000000  0.000000  0.146184   \n",
+       "7  0.000000  0.263035  0.000000  ...  0.000000  0.173549  0.201700  0.295997   \n",
+       "8  0.000000  0.000000  0.000000  ...  0.000000  0.000000  0.000000  0.000000   \n",
+       "\n",
+       "       V995      V996      V997      V998      V999     V1000  \n",
+       "0  0.000000  0.000000  0.000000  0.175348  0.000000  0.146273  \n",
+       "1  0.000000  0.304872  0.000000  0.082980  0.353891  0.073859  \n",
+       "2  0.111002  0.000000  0.000000  0.225321  0.000000  0.263963  \n",
+       "3  0.349242  0.225838  0.264335  0.092221  0.000000  0.092616  \n",
+       "4  0.147236  0.250998  0.000000  0.000000  0.168081  0.250045  \n",
+       "5  0.123061  0.000000  0.735665  0.197026  0.478028  0.000000  \n",
+       "6  0.269459  0.218292  0.000000  0.227104  0.000000  0.173244  \n",
+       "7  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
+       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
+       "\n",
+       "[9 rows x 1000 columns]"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "betas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Gene symbol</th>\n",
+       "      <th>V1</th>\n",
+       "      <th>V2</th>\n",
+       "      <th>V3</th>\n",
+       "      <th>V4</th>\n",
+       "      <th>V5</th>\n",
+       "      <th>V6</th>\n",
+       "      <th>V7</th>\n",
+       "      <th>V8</th>\n",
+       "      <th>V9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>V991</th>\n",
+       "      <th>V992</th>\n",
+       "      <th>V993</th>\n",
+       "      <th>V994</th>\n",
+       "      <th>V995</th>\n",
+       "      <th>V996</th>\n",
+       "      <th>V997</th>\n",
+       "      <th>V998</th>\n",
+       "      <th>V999</th>\n",
+       "      <th>V1000</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ARID5B</td>\n",
+       "      <td>33.237687</td>\n",
+       "      <td>70.004221</td>\n",
+       "      <td>1056.257283</td>\n",
+       "      <td>75.998576</td>\n",
+       "      <td>606.757172</td>\n",
+       "      <td>1079.703404</td>\n",
+       "      <td>1099.903693</td>\n",
+       "      <td>520.480681</td>\n",
+       "      <td>539.262485</td>\n",
+       "      <td>...</td>\n",
+       "      <td>995.897857</td>\n",
+       "      <td>810.997562</td>\n",
+       "      <td>82.125528</td>\n",
+       "      <td>498.925694</td>\n",
+       "      <td>693.335024</td>\n",
+       "      <td>1559.405389</td>\n",
+       "      <td>42.868952</td>\n",
+       "      <td>558.271228</td>\n",
+       "      <td>26.015060</td>\n",
+       "      <td>439.750067</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ZNF460</td>\n",
+       "      <td>26.172333</td>\n",
+       "      <td>43.537807</td>\n",
+       "      <td>223.402609</td>\n",
+       "      <td>30.690271</td>\n",
+       "      <td>151.602554</td>\n",
+       "      <td>646.409374</td>\n",
+       "      <td>467.474151</td>\n",
+       "      <td>790.127014</td>\n",
+       "      <td>3380.805424</td>\n",
+       "      <td>...</td>\n",
+       "      <td>274.335580</td>\n",
+       "      <td>489.639168</td>\n",
+       "      <td>41.772076</td>\n",
+       "      <td>298.386691</td>\n",
+       "      <td>483.863220</td>\n",
+       "      <td>230.133870</td>\n",
+       "      <td>179.894142</td>\n",
+       "      <td>328.406265</td>\n",
+       "      <td>232.817597</td>\n",
+       "      <td>2019.223556</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>RBM47</td>\n",
+       "      <td>109.314441</td>\n",
+       "      <td>736.350077</td>\n",
+       "      <td>136.280086</td>\n",
+       "      <td>269.460696</td>\n",
+       "      <td>101.129499</td>\n",
+       "      <td>84.368798</td>\n",
+       "      <td>92.458961</td>\n",
+       "      <td>488.437630</td>\n",
+       "      <td>302.876185</td>\n",
+       "      <td>...</td>\n",
+       "      <td>71.700676</td>\n",
+       "      <td>1202.688853</td>\n",
+       "      <td>142.731337</td>\n",
+       "      <td>160.251038</td>\n",
+       "      <td>143.508774</td>\n",
+       "      <td>452.588464</td>\n",
+       "      <td>104.504425</td>\n",
+       "      <td>2417.902865</td>\n",
+       "      <td>170.170553</td>\n",
+       "      <td>6484.288262</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>GRN</td>\n",
+       "      <td>199.699501</td>\n",
+       "      <td>2899.913194</td>\n",
+       "      <td>2775.966406</td>\n",
+       "      <td>3179.817075</td>\n",
+       "      <td>1603.252006</td>\n",
+       "      <td>5487.312874</td>\n",
+       "      <td>3288.044927</td>\n",
+       "      <td>3441.053205</td>\n",
+       "      <td>1972.853978</td>\n",
+       "      <td>...</td>\n",
+       "      <td>958.627424</td>\n",
+       "      <td>1378.194111</td>\n",
+       "      <td>4269.217560</td>\n",
+       "      <td>1839.559826</td>\n",
+       "      <td>3513.076996</td>\n",
+       "      <td>3145.766079</td>\n",
+       "      <td>2488.649360</td>\n",
+       "      <td>2433.423885</td>\n",
+       "      <td>1546.477014</td>\n",
+       "      <td>3929.304613</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>CTSB</td>\n",
+       "      <td>2060.305599</td>\n",
+       "      <td>2641.821624</td>\n",
+       "      <td>3824.150966</td>\n",
+       "      <td>3378.427134</td>\n",
+       "      <td>2719.162696</td>\n",
+       "      <td>1295.794071</td>\n",
+       "      <td>2070.942599</td>\n",
+       "      <td>3123.098227</td>\n",
+       "      <td>1164.683130</td>\n",
+       "      <td>...</td>\n",
+       "      <td>910.904406</td>\n",
+       "      <td>1390.583251</td>\n",
+       "      <td>2874.623739</td>\n",
+       "      <td>2222.495951</td>\n",
+       "      <td>7747.885804</td>\n",
+       "      <td>3693.747531</td>\n",
+       "      <td>1756.121910</td>\n",
+       "      <td>3344.505323</td>\n",
+       "      <td>963.271179</td>\n",
+       "      <td>4113.015548</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12360</th>\n",
+       "      <td>OR2L2</td>\n",
+       "      <td>30.598337</td>\n",
+       "      <td>29.551740</td>\n",
+       "      <td>102.428036</td>\n",
+       "      <td>69.746195</td>\n",
+       "      <td>554.363247</td>\n",
+       "      <td>26.172729</td>\n",
+       "      <td>241.501941</td>\n",
+       "      <td>28.244258</td>\n",
+       "      <td>29.620185</td>\n",
+       "      <td>...</td>\n",
+       "      <td>545.311209</td>\n",
+       "      <td>57.132587</td>\n",
+       "      <td>1263.869664</td>\n",
+       "      <td>206.059937</td>\n",
+       "      <td>72.882510</td>\n",
+       "      <td>1236.484502</td>\n",
+       "      <td>213.956954</td>\n",
+       "      <td>25.273767</td>\n",
+       "      <td>49.828179</td>\n",
+       "      <td>36.304298</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12361</th>\n",
+       "      <td>GCSAML</td>\n",
+       "      <td>1614.770854</td>\n",
+       "      <td>283.851839</td>\n",
+       "      <td>32.876204</td>\n",
+       "      <td>156.151444</td>\n",
+       "      <td>3359.295503</td>\n",
+       "      <td>54.614246</td>\n",
+       "      <td>33.286202</td>\n",
+       "      <td>59.328050</td>\n",
+       "      <td>22.607001</td>\n",
+       "      <td>...</td>\n",
+       "      <td>22.134863</td>\n",
+       "      <td>1047.459657</td>\n",
+       "      <td>685.846008</td>\n",
+       "      <td>78.910881</td>\n",
+       "      <td>74.949702</td>\n",
+       "      <td>53.160030</td>\n",
+       "      <td>218.975359</td>\n",
+       "      <td>88.971986</td>\n",
+       "      <td>282.284001</td>\n",
+       "      <td>87.941525</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12362</th>\n",
+       "      <td>TMEM231</td>\n",
+       "      <td>49.544998</td>\n",
+       "      <td>74.324778</td>\n",
+       "      <td>172.082769</td>\n",
+       "      <td>43.096872</td>\n",
+       "      <td>31.021561</td>\n",
+       "      <td>93.263458</td>\n",
+       "      <td>2533.191697</td>\n",
+       "      <td>96.542658</td>\n",
+       "      <td>18.758440</td>\n",
+       "      <td>...</td>\n",
+       "      <td>91.690576</td>\n",
+       "      <td>24.249163</td>\n",
+       "      <td>21.062645</td>\n",
+       "      <td>40.048350</td>\n",
+       "      <td>1135.347276</td>\n",
+       "      <td>75.620229</td>\n",
+       "      <td>189.995349</td>\n",
+       "      <td>65.939426</td>\n",
+       "      <td>154.982048</td>\n",
+       "      <td>265.342772</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12363</th>\n",
+       "      <td>ZNF155</td>\n",
+       "      <td>76.838942</td>\n",
+       "      <td>1313.958559</td>\n",
+       "      <td>101.254863</td>\n",
+       "      <td>72.206799</td>\n",
+       "      <td>114.216649</td>\n",
+       "      <td>63.563951</td>\n",
+       "      <td>165.527547</td>\n",
+       "      <td>235.735576</td>\n",
+       "      <td>287.283313</td>\n",
+       "      <td>...</td>\n",
+       "      <td>133.912598</td>\n",
+       "      <td>93.175893</td>\n",
+       "      <td>154.573671</td>\n",
+       "      <td>139.223580</td>\n",
+       "      <td>89.126343</td>\n",
+       "      <td>63.836629</td>\n",
+       "      <td>82.270422</td>\n",
+       "      <td>53.104712</td>\n",
+       "      <td>54.417702</td>\n",
+       "      <td>46.981812</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12364</th>\n",
+       "      <td>FAM86B3P</td>\n",
+       "      <td>212.368971</td>\n",
+       "      <td>615.748232</td>\n",
+       "      <td>31.414682</td>\n",
+       "      <td>106.340368</td>\n",
+       "      <td>141.562859</td>\n",
+       "      <td>249.329643</td>\n",
+       "      <td>41.782560</td>\n",
+       "      <td>47.105654</td>\n",
+       "      <td>53.570292</td>\n",
+       "      <td>...</td>\n",
+       "      <td>496.116012</td>\n",
+       "      <td>801.764777</td>\n",
+       "      <td>98.929708</td>\n",
+       "      <td>1985.934984</td>\n",
+       "      <td>36.619628</td>\n",
+       "      <td>331.840528</td>\n",
+       "      <td>29.506705</td>\n",
+       "      <td>273.597795</td>\n",
+       "      <td>58.283301</td>\n",
+       "      <td>93.480752</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>12365 rows × 1001 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      Gene symbol           V1           V2           V3           V4  \\\n",
+       "0          ARID5B    33.237687    70.004221  1056.257283    75.998576   \n",
+       "1          ZNF460    26.172333    43.537807   223.402609    30.690271   \n",
+       "2           RBM47   109.314441   736.350077   136.280086   269.460696   \n",
+       "3             GRN   199.699501  2899.913194  2775.966406  3179.817075   \n",
+       "4            CTSB  2060.305599  2641.821624  3824.150966  3378.427134   \n",
+       "...           ...          ...          ...          ...          ...   \n",
+       "12360       OR2L2    30.598337    29.551740   102.428036    69.746195   \n",
+       "12361      GCSAML  1614.770854   283.851839    32.876204   156.151444   \n",
+       "12362     TMEM231    49.544998    74.324778   172.082769    43.096872   \n",
+       "12363      ZNF155    76.838942  1313.958559   101.254863    72.206799   \n",
+       "12364    FAM86B3P   212.368971   615.748232    31.414682   106.340368   \n",
+       "\n",
+       "                V5           V6           V7           V8           V9  ...  \\\n",
+       "0       606.757172  1079.703404  1099.903693   520.480681   539.262485  ...   \n",
+       "1       151.602554   646.409374   467.474151   790.127014  3380.805424  ...   \n",
+       "2       101.129499    84.368798    92.458961   488.437630   302.876185  ...   \n",
+       "3      1603.252006  5487.312874  3288.044927  3441.053205  1972.853978  ...   \n",
+       "4      2719.162696  1295.794071  2070.942599  3123.098227  1164.683130  ...   \n",
+       "...            ...          ...          ...          ...          ...  ...   \n",
+       "12360   554.363247    26.172729   241.501941    28.244258    29.620185  ...   \n",
+       "12361  3359.295503    54.614246    33.286202    59.328050    22.607001  ...   \n",
+       "12362    31.021561    93.263458  2533.191697    96.542658    18.758440  ...   \n",
+       "12363   114.216649    63.563951   165.527547   235.735576   287.283313  ...   \n",
+       "12364   141.562859   249.329643    41.782560    47.105654    53.570292  ...   \n",
+       "\n",
+       "             V991         V992         V993         V994         V995  \\\n",
+       "0      995.897857   810.997562    82.125528   498.925694   693.335024   \n",
+       "1      274.335580   489.639168    41.772076   298.386691   483.863220   \n",
+       "2       71.700676  1202.688853   142.731337   160.251038   143.508774   \n",
+       "3      958.627424  1378.194111  4269.217560  1839.559826  3513.076996   \n",
+       "4      910.904406  1390.583251  2874.623739  2222.495951  7747.885804   \n",
+       "...           ...          ...          ...          ...          ...   \n",
+       "12360  545.311209    57.132587  1263.869664   206.059937    72.882510   \n",
+       "12361   22.134863  1047.459657   685.846008    78.910881    74.949702   \n",
+       "12362   91.690576    24.249163    21.062645    40.048350  1135.347276   \n",
+       "12363  133.912598    93.175893   154.573671   139.223580    89.126343   \n",
+       "12364  496.116012   801.764777    98.929708  1985.934984    36.619628   \n",
+       "\n",
+       "              V996         V997         V998         V999        V1000  \n",
+       "0      1559.405389    42.868952   558.271228    26.015060   439.750067  \n",
+       "1       230.133870   179.894142   328.406265   232.817597  2019.223556  \n",
+       "2       452.588464   104.504425  2417.902865   170.170553  6484.288262  \n",
+       "3      3145.766079  2488.649360  2433.423885  1546.477014  3929.304613  \n",
+       "4      3693.747531  1756.121910  3344.505323   963.271179  4113.015548  \n",
+       "...            ...          ...          ...          ...          ...  \n",
+       "12360  1236.484502   213.956954    25.273767    49.828179    36.304298  \n",
+       "12361    53.160030   218.975359    88.971986   282.284001    87.941525  \n",
+       "12362    75.620229   189.995349    65.939426   154.982048   265.342772  \n",
+       "12363    63.836629    82.270422    53.104712    54.417702    46.981812  \n",
+       "12364   331.840528    29.506705   273.597795    58.283301    93.480752  \n",
+       "\n",
+       "[12365 rows x 1001 columns]"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Y2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Generate xlsx\n",
+    "with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:\n",
+    "    betas.to_excel(writer, sheet_name='beta')\n",
+    "    ids.to_excel(writer, sheet_name='id')\n",
+    "    Y2.to_excel(writer, sheet_name='A')\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/data/yourCSV.csv b/data/yourCSV.csv
new file mode 100644
index 0000000..5438452
--- /dev/null
+++ b/data/yourCSV.csv
@@ -0,0 +1,12366 @@
+"Gene symbol","CD4_Tcell","NK_cell","M2","M1","DC_cell","T_helper","Treg","CD8_Tcell","memory_CD8_Tcell"
+"ARID5B",16.5599452736811,15.0336873400413,18.2379541682376,19.7797734911462,16.8504007727186,14.3288507766564,2329.72265149296,14.830404060097,351.856901299685
+"ZNF460",10.7553084865839,14.2855631040132,12.8030710204469,12.0615507422784,14.1345005444139,11.5714600059941,969.054167225018,10.6797650231753,405.502781428884
+"RBM47",67.2410803890569,45.188068899119,154.22640724162,176.827396044539,74.1022015494495,66.5642663965831,53.0893289214821,59.2968268988626,27.8402160124627
+"GRN",64.0267999070568,140.379260621526,7737.62985022079,5052.40999172267,4855.42713269235,238.532328664153,35.8252036384856,153.109288761079,53.7418656389526
+"CTSB",89.8872757335343,70.6254133009647,9184.51611623441,3922.87731066543,5024.2916609331,78.1907477747128,20.4655707990377,45.0018997244301,39.4236787484976
+"TFEC",10.1799671440838,13.3293590116565,1584.71753777427,1749.29816514308,1470.38832364037,9.47635338846076,8.06130551649217,9.58150976293729,6.06329913473537
+"FCER1G",11.7146341972377,2203.907563213,3958.07710054181,6360.6588711503,3207.78892694545,15.2533053547301,17.1322650849011,22.5900255914806,10.6316602355933
+"CD8B",70.8386591705785,63.1142119381121,43.7720789156737,53.5002786303231,43.6017156955868,241.142979720571,33.5523753282314,2668.95450838346,956.562550116202
+"RAB7A",28.8668343589488,44.958063814851,36.8864744491345,36.5351063050279,41.9240009608276,16.4570631836227,74.4503125351238,30.5909286839857,139.053813462801
+"TRBC1",8584.78923651556,4603.45714258195,36.3122142369884,226.122540384781,53.512183779824,2723.61675861385,6750.44315319272,7790.65547110272,7596.16222009279
+"OSGIN2",13.5571310160924,12.7934237332734,11.2650280438619,16.5524343127873,13.9903097550404,9.81728433311434,729.190016988431,9.63045525915327,186.304795549673
+"AKT2",162.22372309347,80.7381989804696,46.2048374989382,36.4578606172781,30.8277886473181,85.8964736618629,50.6289970525741,113.12217860702,64.360806528752
+"LINC01578",12.7251697813852,61.4327686931309,14.4369592007948,14.9129162299487,12.8041226815277,13.4409574009618,52.2527296667182,194.659237665083,143.641418999264
+"PSAP",765.714623651221,2963.11930538471,20124.7884866386,14652.5485790075,20182.7829909434,1123.31357536451,3514.09505277092,1907.75871266205,4197.3309337256
+"SLC7A1",26.5845289778248,22.1550549506888,22.1331210711899,29.1464950397269,22.7346596308374,28.1103205468375,2924.85927900003,27.8413063350614,196.857927363563
+"LRIG1",13.3712644978673,11.9896363762488,13.4717839334896,14.5487721875301,13.5730025824983,14.8359869621236,1985.75992679962,14.9190524100271,201.719116303581
+"HBG2",30.1647558438447,28.9052070218769,26.6603534132212,32.311996729124,23.5812697790561,10543.7321086687,27.4636695782037,42.0933375693168,29.1814365259016
+"PDGFC",12.3126892985246,12.2375894495211,345.43967956908,27.5452757427206,191.828530907016,12.1501481500721,13.4030645595346,12.7189617236473,8.4125606452809
+"JMJD1C",338.807969460619,195.381695052771,227.676882094751,80.0204313257604,63.0712228537644,93.4621292579281,37.8305802585275,804.481815262575,64.3206463974306
+"IRF2BP2",425.613174876468,716.869647959423,572.367521627157,205.810175167661,349.921621357873,394.075158971182,1301.71914932569,300.099894181294,1207.7770925793
+"FOXP3",27.1431452567615,21.5371060163664,25.9815572732138,36.4526931328846,31.8016452546854,48.1361549232375,1470.16717484458,24.2249200637762,34.0614630581992
+"RAB31",17.0502501433805,101.04803802346,2944.62254620091,3413.5637977032,2527.36707270827,54.6779026651508,22.1296388222772,67.7161478379563,16.2339930964086
+"BCL11B",19.6223374058387,16.9675751761763,13.2751108244414,16.9610608181252,16.55631847141,16.2762111894673,131.33230295522,18.5436585267569,249.3533024425
+"PRDM2",23.6040579453728,16.2651982296303,14.307354200259,16.0828256945849,11.9604602352213,18.1453125235687,232.249712422166,15.9932806562568,291.498368795003
+"MGLL",80.8906472672368,71.3524963582167,1233.56327114755,956.635818691216,2361.82850908392,59.661899275022,56.7062363010767,59.1734046311458,37.1664889301287
+"ZFAND5",1919.54810488976,2761.74710160799,3168.30607779571,2476.20321160551,3474.62242880797,642.667630867239,859.145995191673,1656.92432729725,666.23576827595
+"SIRPA",23.6894697260239,18.3805304838441,158.745292499413,294.404517740395,47.1972370220952,30.9530785521765,33.645403080725,26.3911076945489,18.4166403868112
+"IL23A",133.363771601008,78.4836373407322,100.993035665039,137.143506067904,63.1658112487188,201.452095190083,641.841160208516,209.585049879562,284.633369800485
+"DNAJC21",40.9304039507819,31.3851674266648,31.3503577258566,35.6435468529304,42.2627283189109,29.025640543395,68.2955891316349,23.328408779963,55.3820288172436
+"RORA",53.2311562977734,1042.65886377132,12.9389173382401,13.0716331915909,14.0030093385078,120.066178118754,1291.67732603884,800.246138502419,2200.4486654974
+"KMO",16.688194818242,15.3907966022282,189.914335524645,51.3198127009085,112.353479957193,17.6989393384818,12.7348980061917,20.7682535983555,8.51226756737465
+"NAA30",22.501651714309,54.5759525262156,32.3059053276812,15.4103956788844,22.7886017160629,16.7333918099238,97.3534701904775,26.8075784444882,162.92034903357
+"CLMN",35.0610184767899,28.1290709726391,207.802183018415,65.0011122703234,107.272613834711,49.030752552389,35.2543530271452,40.2588484111235,21.0897194730717
+"MRPL41",230.219463736466,279.147920763045,433.198068442443,307.271042024891,434.847430777282,257.194859877239,791.720556353037,183.136684604149,626.005490318252
+"PPP3CC",51.0813943082042,20.6541101476645,16.8895735916897,20.8017211808353,15.9473245369108,17.2790021477377,510.944223578163,17.5444887158203,1115.49358376895
+"ETS1",209.110979024974,882.676819178821,10.7542797441645,27.4102009539267,23.2590779392027,604.56011830566,455.670132473128,807.92860479198,2814.62986633391
+"SDC2",21.2963015562763,12.5849013282545,1562.70527771729,2813.48391493494,3137.02214888422,17.4279261510257,17.2594549486353,13.9346803163681,12.9312380342993
+"YME1L1",16.3070509927262,12.5684819224616,10.1717147186579,11.5459181660575,10.7265111225813,14.1223962807442,186.021878490772,12.8392230762572,89.6924721283364
+"CYP1B1",8.20951503820243,12.761986430154,4353.78665883095,4640.65586223751,2379.72640107307,15.0268634237409,8.23936982837396,12.5753181942121,6.51455665400025
+"ITPRIPL2",55.1574555195916,38.6129801319427,78.4207209489563,104.189132918511,57.6041960377964,60.9137914667848,107.177034997077,60.6143299831853,62.6960218583899
+"CD6",23.9478627186264,26.6859506289129,24.2422718275466,25.7468048244295,31.5262572394669,29.3594085492277,119.105811685625,27.2048128765708,286.637687641707
+"EXOSC3",151.972765884672,111.173682697494,172.172509718983,70.840647813975,242.717277801542,314.77256643057,1456.16638969368,31.3762710807808,212.321182418648
+"IL13RA1",17.6348328955249,20.4984156344392,1424.88917658153,646.249074900799,1556.43218127019,26.8047541904629,20.0092335358257,44.7960928600631,16.1734886597703
+"GM2A",73.0197588943743,82.4913533205811,825.568434307636,5672.59637679643,760.611794391293,72.5552447484102,36.2106708560218,53.6633420290467,80.8573490629249
+"HNRNPU",61.8088706605169,58.6264583331156,23.8935779235029,12.8053563856324,24.5074759142243,60.065929722432,128.184232348285,140.041052549477,316.484163401273
+"RPAIN",87.5868269597434,75.269318289656,56.3540737782178,16.3299050807694,22.6028298076362,39.9790420907666,29.1579927063014,79.9814759906122,228.693016303316
+"SYK",20.6479121033815,607.610293307637,1467.82371887633,762.76561547839,1049.16982146524,45.0450914672169,41.6889462142892,80.7883298112374,25.3013945541326
+"POLR2A",20.4840204587108,19.4946723199206,26.8177259167543,26.7241470996674,22.6852082725828,27.485122417953,240.770111328228,25.142949569448,129.549487681602
+"RUNX1",39.9575992504017,38.3278455541646,33.062777021403,46.9192647296027,34.5733620820703,35.7740859361011,853.42851212364,32.80022940537,782.745229200819
+"ZAP70",670.325032325764,1541.24500106112,35.6019164895757,57.2078610813481,32.6512201493888,484.881701497108,130.645398342323,1143.35523792685,1140.99638070628
+"PLPP3",11.1220976207126,11.4292988773696,2461.05297961871,531.814019755544,2326.89274847562,11.0716550893637,10.1777023508684,11.2195507187853,7.11404943689822
+"NUDT4",61.008569570601,32.9628938772007,24.0276891564607,30.0473946912179,24.1810669929734,31.213516615938,1289.60184708404,34.7909218202792,204.573150687407
+"LAMP2",27.9304904119307,56.893640745149,548.268204425733,148.540702889795,525.001778555893,28.0964314669438,19.4551675513913,89.9558374909939,26.430549238148
+"PCNX4",12.9541280049314,14.3352186048011,16.8286553341368,19.8080574656933,18.2665402123618,19.6054927930649,1469.14543069871,18.227666819264,372.963981337271
+"MGST1",26.8681484498019,19.0693993884708,57.2419137140868,82.252407411827,56.995791845746,24.0957032058003,16.623168596209,23.4430601538775,13.4437107269174
+"MAP4K1",85.3150288603382,205.502480825757,40.0037959958216,57.5019110875393,42.3785993193099,450.568298359382,74.9475285545484,502.093069122723,1296.29647650109
+"DAB2",24.6145592210933,274.309542431482,2639.93373207343,897.91869058725,966.473255412813,16.1611056806975,9.96620672795503,19.2109638710909,15.5088950675404
+"ANXA2",9.53143212838578,9.12918771705293,18.2603435079638,21.8688204200574,18.4057929566373,11.2084897883219,495.510218840917,10.1120247876225,46.5803475868574
+"ITM2A",2049.89741782005,1081.04884915324,7.63933469340891,24.2418097367356,15.821182192737,1226.88218394138,599.294365630421,467.527040899004,599.680187929313
+"DYRK1A",14.6460731356139,16.4007456217969,13.3614715409609,17.2097293046649,13.4927031126759,15.9478385488958,347.395438370046,14.6511499574594,296.770936085477
+"FTL",4823.31728328314,9726.53680233964,28965.179799016,27446.1182413153,29704.4612056335,3638.31313509243,14741.1759817046,7405.34893199254,7878.62962508064
+"CELF1",3256.85099318028,1807.41363987675,1518.99562577024,1680.19271312234,1491.2118352492,1041.00840389958,568.380204829496,2098.13093855747,963.609629167557
+"SCML4",37.9438982577535,18.1653593431554,9.64342078086448,11.9193610866718,10.0274717736473,13.6255824812956,8.54250093167551,17.7868853720395,61.0397437281311
+"FADS1",67.6860677391491,108.211348701468,2690.43922047547,257.991907010323,1603.39314938325,370.552718758389,17.8001130649975,38.4731753229629,54.4254678880733
+"NFATC2",228.618762715234,1340.19062046262,69.0572031300114,19.2059111040279,33.8558914068759,235.535873941671,118.49689942379,394.804603013575,599.490466129662
+"GNS",54.882945266441,51.290865110754,714.895222094917,1580.93572619921,281.386635702587,33.4445910630671,224.389055425868,35.4077434990929,145.29507588552
+"B4GALT1",66.410847293962,147.225064974358,73.2785473962121,52.5315773717042,52.8026342384345,20.2659373493161,26.0972520698483,59.1355180931865,182.507950181394
+"CD5",1559.06785046835,42.0530781538652,32.0442811255547,66.4661092634555,48.3814297895078,626.772034314395,633.699031325669,447.3424942329,1300.67337253948
+"RRAS2",60.2268959382651,612.939980106252,13.1930022314047,19.8332816075434,22.9597813829426,209.688509987245,106.222126024932,51.6187750302177,267.714783846222
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+"TTC22",9.11361230933634,13.1747300841971,11.5745163057226,12.3001371755914,13.1619377628683,11.5205764422639,39.1532184811161,12.1482954863288,37.9120089092199
+"DNAJC3",274.538562793239,1363.25808853686,1595.67375634812,1069.15625495628,1844.05439888796,437.11558289988,477.63938749599,469.714395883115,332.748418723849
+"ZYG11B",92.5240171337302,210.422986166586,650.106378969666,275.539339353589,924.578817525143,260.842835939721,15.342742701145,403.580315794091,131.448511955898
+"AGAP3",192.592938912027,85.5140458592881,162.930625785711,193.250187005324,196.28355554724,103.818374910226,68.5655743710864,110.627250949161,60.1708153018112
+"LINC00342",132.845633640598,106.16953215292,60.3910980649567,33.9057487682914,38.7521647907349,57.6411414526296,39.9093395742585,254.757180490303,1133.6896200648
+"SOS2",40.3808115418369,39.8529606516143,41.3132599537785,54.3054843843867,43.0574507191309,55.1856781267772,108.088745255918,62.6743402804019,126.361836520663
+"TBC1D12",26.5791488408485,37.1234915363588,623.695915193553,90.8840675799781,206.843240241869,20.8426815964533,15.7222904275426,19.94864706789,10.24297221891
+"WDHD1",9.96504278982371,11.324904662218,11.1135513469708,8.77691843347846,13.6467073739126,60.9761010924398,12.6003901505031,9.6505020637399,11.5931322224721
+"CCT4",2473.45167874469,1423.28760237291,2576.29842128823,1911.27545411656,2265.0638441742,3841.01531261673,2084.10608486377,3420.99907813171,413.3352229387
+"NF2",19.4437286431209,25.6186491417184,29.903698015417,36.8360254459857,23.1448691302072,61.7198649491188,63.9957636246486,31.0169301512516,122.356208744514
+"ZBTB24",19.1476442230621,131.087607941503,14.2139044390028,13.6656435828084,30.9612861926359,31.4834557412477,942.686331743437,117.494792000626,382.957902718494
+"MRTFB",12.5397962333232,11.4399116090195,11.920253402196,13.9453766938842,11.7560867100671,11.7165425445897,24.4605340899499,13.2517960501457,82.3632298025324
+"HOOK3",72.0145741291806,90.8883514113281,53.472639972539,78.5094547239635,149.971598505859,32.2159001321393,29.3559288385484,29.2928366074948,38.8770676254592
+"PAIP1",337.308064245207,379.811163520825,520.834425865969,337.357400525148,744.408387193373,292.008792570609,531.902312864571,174.770756984783,292.590171908584
+"PRKCB",64.422600812619,690.239391721137,62.6993681806399,117.432994399362,63.8954590663723,65.4051802451765,24.0686196561269,597.289272277262,315.929314918324
+"SNX9",908.67400679568,114.070940297828,511.456595014267,555.829077859742,343.501716958264,91.7347220913578,2356.22566005731,210.748565354118,60.1681669509278
+"ELOVL5",575.881832725212,237.149332915903,99.5870330424625,78.7195735484252,79.703932402397,86.3323886195509,99.1304586260064,371.996696660838,332.952023992367
+"CCT8",2008.59223995336,1673.38593628008,2379.93919616982,1556.30110814534,2382.68414278405,3035.28863919209,849.352724857335,2501.73107642297,691.394827381135
+"KAT6A",1840.14661081007,1385.32523067703,545.952641426627,445.950570695475,309.326473375848,446.909840024687,797.613766458601,1316.34049420595,1145.25567784603
+"COMMD5",52.9179401437814,60.8010148811495,64.7975338027689,76.5225741319371,62.039127854068,57.8843323806051,112.561800460832,72.2678966350148,89.7374323640606
+"BRD7",35.4607710239557,111.177111908131,23.7628504745384,16.9981814168361,24.0758111446025,30.3028167870688,67.1196133554085,98.4804876103038,244.562602575112
+"ZFP36L1",4715.04884149869,1854.2312947169,1104.90452796774,436.166603683686,1486.32562339867,410.048571147135,3945.63968465548,1299.86582729183,1604.24636617556
+"PIK3C2A",88.7223085667472,193.54503654223,44.1557067227729,19.2510202299059,17.5681271994145,22.4429279493729,16.3962046823775,257.918598618775,103.074953488519
+"RPS6",10.1246841694972,9.82428558883249,14.2364545814827,13.7816431307268,12.2018838694936,16.1656319324487,81.159467822655,13.1076577172178,14.2727754496927
+"F5",61.9327670702954,30.3811694738031,30.1960304253882,45.8829898846809,43.4226088134124,79.0780285839018,1305.43372444654,41.5711859243265,17.9351635982597
+"RPS27L",1229.49742662906,2732.00990719243,4712.4545865381,2481.19601912383,6103.09359529121,1224.81572923547,1927.20723575326,1618.00909276374,1189.39194907254
+"MAP2K7",119.567459444602,83.3411152013655,65.7011628485033,47.0352510627359,31.0019380155342,66.565696715791,71.6324310637948,78.8973533482143,189.150332208722
+"KLF3",39.9762156319332,207.320648302528,71.7892539622927,52.9087342844481,52.9754488062042,26.4279753668548,333.894379904334,129.809935543031,574.45218351264
+"USP28",40.3773409501252,141.558395063229,75.8477248228432,49.535606119746,70.6875875089115,72.808500907664,10.3311360363523,37.2220858952513,222.913394785219
+"FAM199X",335.579086804602,904.999384011842,252.46157251997,86.3462728598933,181.072230597622,125.708465740576,58.599380185008,406.109791072381,184.216375240502
+"ZFHX3",8.26002987720297,8.68211781576506,9.2658157835149,10.7253141461702,8.83744909615517,10.8701654948656,22.1393812926269,9.83443383886338,12.9874113820114
+"MGAT4A",993.235488507638,901.789248842066,1628.68399823172,106.541190745976,300.857914664958,520.653588795309,21.1118851158654,3119.47168712839,567.006121255827
+"BTNL9",92.8732360784617,43.7323812223927,58.9255739236155,81.5943301407181,55.3430596243501,55.0187706863827,30.344612659011,56.2305791125442,22.9912340596185
+"LOC728743",11.6330379621209,12.8747231080187,20.6335335098508,27.581547531254,22.8059758783833,21.9453595163533,77.5435833720432,21.3238642830186,30.0651551831529
+"ELMO2",37.4737123276421,89.7377122701142,111.516393552837,210.55159584222,45.7423950043674,40.2247904451666,133.34209601329,34.4842814380904,155.40364151005
+"PSD4",76.4353972339974,178.722071185518,31.643735216146,47.0292526125569,43.1368971012893,102.492249036579,21.070622033551,190.538272002484,48.1142054695257
+"CRIPT",120.400368715057,247.731583423992,60.079670688762,40.3409177412333,34.046899045159,40.7470017046909,34.0050356695121,101.726588598508,98.3774667100226
+"PMS2P5",206.940326410998,203.482159486819,23.6508642764804,28.1958318167092,14.857685621828,75.9365736937576,119.070729763765,200.906440031332,57.0541530115194
+"SLC16A3",28.7656267675776,53.1556816428542,437.016517890424,1010.28281701141,326.83405386263,33.1502765341507,71.3247064980181,25.39122333868,54.419469965917
+"UHMK1",218.694935369334,901.972101135208,156.141367514246,314.081574504036,316.933642571606,99.8285108149395,2135.29324955456,368.669945387096,2031.11892685066
+"LUC7L3",379.21099901833,173.184919606466,123.645849290866,87.1123886172605,92.8282811491199,191.357415590978,118.841219130696,832.410873266046,741.623937212041
+"GIMAP6",705.419183794505,1142.31197395779,15.8542310333485,400.65092575405,19.2802653221686,406.056592218198,24.654404475448,1302.75402788834,171.131199959291
+"PABPC1",7312.54559637211,6818.51096145348,5834.83441754922,2969.71547630028,10452.3411669175,4480.47197774508,3700.3486659976,8193.9649141615,4735.01571988711
+"DDX18",1491.9195223619,483.674275829535,371.603685509804,131.689864250599,236.376532269799,637.813135772481,1022.48325407883,716.422084277505,392.089038701647
+"ARF6",559.212577828734,1243.40709428493,401.604882863502,526.832303844589,437.534357750568,316.99955392254,3441.04966632803,187.235475761956,1581.83894073202
+"MRPL30",53.5356866071293,167.463398692256,135.659944737393,194.347804531253,152.428567332646,183.56535642526,1704.23078313185,73.4129158586939,1100.69725714577
+"SFI1",200.767230550771,159.277646641414,119.327768645906,123.948671649006,117.642496909847,222.64910465226,166.201950148489,358.268650740597,279.596986270203
+"SFT2D3",7.56970459156689,10.9865346420495,12.556043264159,12.7074442825266,12.1515883702234,10.4931432440236,71.4228847484911,12.6494083298475,35.4388774210229
+"KPNA5",591.199811801008,407.047401830427,96.2705748592253,158.380345235644,99.0951126060827,166.474338815106,90.3373068842877,935.138990696072,137.193421982756
+"RPS3A",22419.5546535666,22924.7518986652,17395.4574777942,6947.06075967185,13008.6984149166,10485.12179934,17391.0087878014,20537.8280638709,18596.3904283901
+"C5orf58",9.70307483842288,9.22255827517955,8.07639795768539,8.3355621627556,8.40039402578391,9.50950337736125,31.0176611359864,8.67197741865896,44.8223535707958
+"SRSF8",381.731915255174,725.958868574288,142.222508753408,56.6509207770144,187.377640714085,345.63631619745,637.901119417391,1727.87004551697,1391.55093371904
+"FLNA",261.739889587187,1924.2686304923,1628.56659502039,1682.11019002166,801.02974186228,251.778450658156,312.733508941662,437.518739330453,901.327126046796
+"TTC3",668.014218421119,624.984239959874,463.093276194936,146.524489430417,745.535375763491,212.533728381307,249.434203999777,753.975063884842,540.033277352734
+"MAPK1",55.7139616431875,36.3454408602526,31.4117627367951,40.0825253082415,28.7038529631054,35.0293909656687,1848.64757352586,26.67447552746,1555.29226864029
+"AP3B1",212.860876675219,244.65348103881,845.868742150981,699.101684034107,571.959625160036,262.524817023719,19.0746410062391,188.731836981475,78.0775295382511
+"POLR3E",53.397526156009,31.6005442333848,32.4227824525317,35.0923583282912,33.248319087509,29.1070757319912,1413.01836386038,29.8944756273496,830.510443688066
+"CMIP",41.6482796834477,46.5124812931126,68.6374476162584,76.7816681901794,56.2762191114231,59.1355180931865,76.4121686045211,67.8274335438892,639.168943139216
+"RNF157",63.0525581836215,43.8788709795376,18.8405346407752,24.155377596151,16.2246224306697,145.792328728655,23.4712537111238,353.885048611812,78.6543690068462
+"NDST1",35.0968099335891,26.2749843541543,51.4640111052853,83.4809145220857,41.6967779217998,57.189563932714,41.6012219481497,44.6252083554699,22.2351078916773
+"KLF9",28.2161256444618,21.5728219009391,31.2517484116875,37.4590264577806,28.4471654367507,43.062285904989,112.902412207424,41.1348991112329,75.1080428459781
+"ALDH3B1",71.9769467716272,105.554809139788,377.010789057974,367.631352957019,170.245635163251,83.2476706708119,72.8702482258675,107.951838237164,54.514892603123
+"LRRC43",213.092794416736,91.8219076485998,88.5157329403008,124.890376213905,98.4319997748658,84.7596661414941,44.7423925540248,91.4618375908757,31.8831993480683
+"KLHDC4",534.172908930674,333.982800906121,84.1467123034662,54.4804418914578,75.246835207703,148.104944937381,115.925689713805,330.010701880016,234.732614788838
+"CTBP1.DT",45.1390139980579,39.8585825254511,47.5362107064527,71.7731831137531,44.9912953744723,63.9417356321904,19.568713400889,56.0331230719649,15.5733239594663
+"PRKCQ.AS1",36.7371040607183,22.6437736127843,10.2127890070231,10.0690348652849,11.8481097131289,32.9382727853055,193.836103652775,72.7172633052922,70.5401872347184
+"ABHD6",23.3069610277985,50.6934167455095,319.753202872477,86.1590238703805,708.825158256918,58.1056681965277,69.2793024973536,36.6138099521793,43.8602308417805
+"SGPL1",119.69341719303,250.88710302859,544.836293719874,115.775967261361,817.973049532487,148.601204542347,210.536126426551,208.587515326114,193.839328246366
+"AGMAT",48.9358888761296,18.5183544423402,20.3750119446913,29.4031537472489,21.3184774434454,172.264307326423,44.1096222412183,58.1054668179763,35.977125059905
+"IL6R",14.7625700472283,11.5733169527855,32.2269555570036,93.1399046423859,19.2870019858343,18.2600650537633,248.661182229558,20.5830946308119,19.3726042140747
+"RBM39",3307.24452159976,4969.23136742961,1938.4610075447,1058.58433880803,1556.48774234565,1571.13125984912,2080.40616075293,2909.32953083708,4243.02804777864
+"MAP4K5",15.5867582400161,50.3563566221695,17.1454278396126,19.5937481963688,71.6709712383826,25.6136686487217,457.797571640459,14.6035680822866,142.930203144664
+"KCNQ5",15.8949987730471,68.7328796961491,9.02090390228249,10.453781463168,8.79955458865645,69.2320421929611,10.3551065981591,81.4790921163228,16.6053301278841
+"ATXN2L",45.3280125136766,48.0789671911396,34.4040857230554,26.9761863056512,22.15902501689,37.4571181069274,295.043834381246,39.498090388945,186.929246874292
+"USP22",37.1105891591971,15.6980722557222,14.5094708379562,13.2961024638292,10.6514467866386,19.2683616195357,12.2407453280085,17.4516797555881,11.4690341766777
+"NDE1",67.0116023747258,40.5253713310167,35.3815660368811,43.7801502308952,46.8250457847643,47.7932178378857,131.270597342433,46.5298941491661,329.426430589053
+"TFPI",9.05337052236895,8.95057272614063,123.348640099402,8.83939114148491,74.2866209965952,9.68900824028029,8.06781219027288,8.36003510265538,6.51843666350042
+"GNAL",8.76417930192244,26.2501816303262,7.57887125862281,7.77719277699803,9.41420977057896,7.64957714289434,7.10176193893881,7.29713932731944,16.6294955439961
+"VWA5A",69.4334522838655,113.058958357057,275.512124720093,410.664235749479,298.366034359776,64.7258454661114,14.9750716431196,119.408274280978,17.7080506505545
+"LPCAT3",35.542444406548,50.7864948053196,168.936469941667,119.19236375304,164.271455150005,72.2602329212102,140.713262345425,48.5216598995049,68.3585552009993
+"PDE4C",4158.65416598798,1974.9432736807,1274.05955360704,1235.37729036166,764.424919873518,976.618975986223,719.295366265341,3022.47774211917,1817.23653447648
+"ACAP2",495.363239117248,1065.17739349556,790.399925108529,679.630835390012,808.366934165958,297.515289269772,70.4845913974704,937.347381239001,486.000840959874
+"SRSF10",482.184010196393,451.335046809332,345.364503420811,285.945422419471,345.938434764932,325.021422369261,3341.34561158634,284.627845655194,1254.51977778623
+"USF3",180.688264801063,447.686809022044,137.275370991874,148.196133768744,192.969228664333,126.904639207121,29.5809196418733,285.877645279225,263.774721092989
+"EHD4",137.050520773931,247.548174462946,873.489166549114,791.328002421512,1232.35739821928,316.573788777533,902.725468282972,171.459139753377,217.941707323373
+"CCND3",1186.00469030642,58.9171402215026,52.3170032632652,59.4900505885385,39.1829604839305,44.4710942875656,22.6603933616682,351.690852343476,356.88797951538
+"TUBB4B",667.675827640286,825.095041126901,1511.49029460286,1771.83310181798,1691.7263444195,1545.53541745042,1414.44758438773,141.722204327837,831.676985783472
+"GPD1",17.4145465189044,16.9264966710672,15.991784157127,16.7847366915154,13.8815041833535,15.6294380212679,51.1499704005549,16.5385517405415,43.2714181981765
+"PRKD2",129.918043381429,437.867329472992,64.8556339313156,68.5509616728103,68.1526570975971,174.672054252912,74.7878497688765,229.610212379356,444.83222659075
+"NIPA1",70.0729631921988,118.685139744947,168.017418979878,60.7391788783951,249.086582488849,112.469343497097,1841.85847968499,90.3008085194697,155.187387465123
+"M6PR",1082.64459138433,1081.32950815161,3328.03063865104,2819.48509317739,2907.03555222978,809.946047778131,414.508248308251,946.159107861184,362.357011478444
+"EFNB3",109.821445846928,62.4425262157658,47.6872604604272,79.7572078795962,66.6672817658369,70.1516435813688,26.0324104861724,69.3161682306722,18.1518413540302
+"CLCN7",124.172079062866,120.739590248384,398.524055549685,371.909811877452,257.207071928755,188.581978003319,150.145559695386,123.988972180524,90.9303814624579
+"DTX2P1.UPK3BP1.PMS2P11",287.630927579927,228.484422650617,123.025451422968,113.518923242462,80.7849419909894,200.330322862019,532.413558014022,195.350752143332,634.264374231454
+"PARVG",136.727250641547,314.86716328335,1032.39189136205,824.273897982256,191.278975790494,300.75731151055,48.1858951100839,580.610157006103,581.044561141048
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+"PET117",90.5525271802332,219.272108185426,203.522008059701,127.421154152345,157.635810254487,306.287568019392,804.498544165571,463.362024281944,521.302330738169
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+"RNMT",370.0852943878,206.872705452563,384.162263792965,172.652031565526,232.554976089514,411.039149504972,1206.66668234961,369.179593599526,832.320868745291
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+"PNPLA2",672.533349779759,447.131848432028,914.875107663972,1489.14910553858,477.472555143846,1669.59329905542,468.188438959322,874.054846060206,489.39006376022
+"RASEF",51.0022857452584,16.7774784625286,17.2068725761471,17.3838051034643,19.6807664344783,16.4528316687922,18.531419623297,17.6264495440154,13.284067006558
+"DAPK3",39.5551050963567,71.2842278414839,88.214260986173,91.9444125628565,85.8632573805246,97.3323174199869,171.240245647727,70.1594240790368,103.26485335885
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+"IL17RC",28.1189730359104,28.0145516794116,63.2207830762291,67.4450192336699,52.5601504436643,39.6841775227427,112.617326729796,37.4529122891463,71.9360231580783
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+"RNF6",644.640044515983,1659.8676532935,909.452198188316,769.048353774353,1368.65631520958,547.557628112927,256.220127227397,615.65444035742,279.284558552513
+"ATP6V0A1",168.82280619588,94.1061106312291,1262.44778175249,1094.0098406998,424.467857287066,142.101995118316,112.736705252596,159.211639417109,77.1400673257752
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+"FAM129A",35.8982845656286,600.083520137438,223.274239797088,1240.30180351791,670.452354106309,69.0261924048525,2559.66093283746,44.141935988913,1108.19880413894
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+"ATP11B",39.9644962733941,138.410252322827,33.0209792624458,50.518451046128,74.6609002792466,36.6602063166354,94.6220819890073,30.5424100046267,263.252605511543
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+"RPL13A",12736.1534254177,11028.829010532,11445.2313112627,4553.08759591782,7166.30385238943,5124.53718395676,7341.26008867674,11299.928315122,9401.98719290051
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+"UFM1",129.951367014835,91.9517737892107,131.835765545971,156.677477929964,181.178631322636,56.0019050536975,1269.17474194061,48.5127480652955,353.378388079915
+"TET2",20.5676919136288,88.5368413809455,23.5793656295767,24.1077983934305,30.4217660082335,22.2671189380999,1062.64205525861,41.6198251778624,175.68010360002
+"CAT",63.9182941032964,312.469160902008,1380.79745958615,646.69807242031,1179.3334706903,178.661256111287,74.3954250318385,158.943587212377,149.857865761378
+"SLC15A4",16.505123174061,14.9504085044583,21.848010387141,25.8002653784287,20.5074399663833,22.3262802393667,71.3264615870435,22.7349354056514,50.2253218903255
+"LRIG2",8.40513504863211,9.04216660469047,9.29778457677605,9.40530024776371,8.41633424070479,9.00131637375777,13.1567522681293,8.4191290748955,31.657238329251
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+"PRPF38A",217.038474159854,352.077811763674,129.832701819071,78.4877719037416,94.35748104629,253.78535344468,508.783826520182,248.189109260001,489.473518833506
+"SEMA4F",143.466391511884,118.749283629577,47.4669023939092,71.6565410778125,63.9868038383276,110.344659728295,38.072594969151,144.874512864215,67.2065527546138
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+"ZNF445",145.631436094717,110.552857095755,98.4065199663724,58.4017016337647,71.259008263122,167.787682567037,45.2778955414787,134.802271800365,46.7723334232388
+"RPL23",34.4941546590783,46.8674208734652,43.286882590275,30.6067934002965,41.1736373688407,196.847284432922,458.055785145354,109.938660768454,138.451943955488
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+"CDC42SE1",619.358539274935,616.212227570254,190.840954905487,376.551008805421,272.821210329372,267.894843146311,679.335529773303,600.310461691517,1568.76060876134
+"RSL24D1",2322.5549261522,1749.76808017136,909.47174030931,352.161650082634,645.201060683319,674.696094243146,2637.64099545298,677.866328650155,626.83285960319
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+"IRAK1",34.9424533504129,38.8848697181217,135.366505626527,118.03513058333,48.704122922173,31.9925703248591,204.85971490008,28.7038430151098,114.687750590932
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+"ITCH",53.448331246882,296.082004966901,18.3946841589754,21.6634257990723,173.622306160686,20.6387401221619,81.3731255098069,28.0667672951929,127.713657267169
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+"RNF145",2287.49836993715,414.622040753328,1641.19164553127,712.090354107122,1781.66576281813,1006.14673100421,1361.32517103226,1235.14097464013,227.834750390315
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+"NEAT1",52.6326087837755,39.4070677905932,230.44585370421,213.066504607393,46.3003919059211,34.6747601943616,43.0517208315092,34.9230825112289,431.081099633544
+"ZNF219",28.9905741353147,27.0041924391167,37.9131914647565,44.5904081487606,28.76603551615,39.8495906700937,149.841454638017,47.4241496444345,90.6575959901681
+"TRAM2",187.13829446596,497.06509933928,219.619295009544,107.435241387504,176.405349362534,110.352690954976,22.6322090071263,246.488238843364,90.4576743555148
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+"GIMAP1",621.043709628469,507.473613524637,43.7785419177896,81.5864408374043,24.167896404868,202.155269496481,11.7048374973512,852.601037120515,119.672014096964
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+"SRSF5",44.9995915060746,76.5946648191058,44.5869311663133,27.3367437563746,29.9874512074414,22.7780762101739,656.159163798446,25.049241263051,2957.30535392435
+"PDPK1",45.3538148406198,48.7540782706198,30.4494444227001,39.4394082355587,33.9022119508111,33.3136147626131,146.933596814078,43.3218215494079,101.428796943519
+"WWOX",92.8010356076667,97.7340586987421,86.6846716021982,113.634767761873,95.5848786849452,116.248557173215,24.4640354964551,108.974214924905,42.2080566230982
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+"GBP4",26.3733878047705,160.677877623979,22.9947562536898,1016.37001265321,26.404181224329,81.1214761568668,375.355548805616,49.9643437202198,198.560383942764
+"DNASE2",55.8525792414752,158.159291150908,913.190474089957,542.846689465473,166.280767281708,61.7640306845127,51.885247816627,45.7321233450837,49.2338276448125
+"PHKA2",130.326079526945,158.901452276217,198.220175224012,121.267950031481,144.225254604291,134.64790754281,47.7950398979975,214.903921703844,137.326239177734
+"LRCH3",50.9428934890824,31.8921841620763,36.8865000168992,41.2786104088729,31.3071548666193,22.3140889553275,114.727902840893,20.5294916663506,108.815593321541
+"NEMF",634.577254214664,560.437234911379,496.631857851124,316.915519352781,631.566789564384,276.464800885929,106.076149328547,843.634918464517,778.839368219046
+"NEDD9",174.002231755761,81.3335116596467,20.7127901196716,41.4328024459087,27.0896152842157,34.2802327563564,74.0364851294382,108.974214924905,56.3285137152248
+"BRD3",240.759847865872,795.962415707362,422.149150289203,115.386249577937,361.368764584751,418.404918251366,24.77139137595,412.014699696213,102.893497376242
+"GEMIN4",179.138795418362,105.716371270208,160.330601329355,120.796596800588,141.260568745289,369.097971865289,223.386934898639,135.356653949305,39.0382776991889
+"CFLAR",363.532868549928,539.191708048015,534.658911589632,672.794685797797,1287.68678338376,154.737279034357,897.787998239491,233.45650856466,874.833405196639
+"TAF13",816.765433112119,1621.58732284193,751.679578888292,843.060584242662,1779.43374308058,263.55330982664,324.620657577382,144.067788965814,451.127680470397
+"YPEL3",290.313127580502,712.952919549905,371.645157567383,94.6711866176219,141.081988004816,97.9141187855588,54.5690869641669,211.678803237117,797.853468898036
+"ITM2B",5197.45266974613,6313.72627441365,6662.14482022633,6785.00423126444,5753.8803272878,1337.39971531969,2485.46573694423,4944.90469392846,2708.01497213064
+"MCM10",7.18114055317665,11.3331774737939,7.18260411297188,7.17602292900885,7.34179076804867,50.6012107497541,8.61746778307573,7.69149477155019,7.99954530837157
+"ARID4B",99.4767176619522,393.726634544566,132.821878718018,136.902596610021,215.006207110495,173.338702442176,555.325948680735,242.297212966279,650.593681088024
+"ZRANB3",79.1990928174748,14.0376302129167,9.53549610599513,10.2710872380344,9.52306513266117,9.76119649914793,36.4128813350125,13.8114319610349,24.843688864786
+"PFKL",146.152834607852,132.217561310397,426.322089803185,366.785170436664,280.647228116186,371.104838261485,134.458253017291,174.91388409285,174.537472458606
+"CLK4",243.067466880063,270.036384912525,119.556105718598,33.4158113790899,102.611882848657,145.98010969691,84.3625617791777,289.923004271601,378.452781455438
+"ZBED5",1255.62330840408,515.683294452903,626.9128103885,252.6478337771,453.740302682953,591.588008888482,314.873056069226,1822.77149594506,428.443602584043
+"SNN",20.6811857581971,20.6156279338285,55.8599741160175,108.553843706236,138.868204019056,31.1998675620242,40.7817279634853,34.2797337738076,32.9235386255034
+"SLC39A9",35.7342845824059,24.348846116673,21.4763065814641,27.2781329979834,28.8899439542251,22.3509461640467,59.9092347392993,22.7553678003431,69.6069762473527
+"RAB7B",18.5942029203128,19.0751235983215,112.361345859811,288.181717029316,147.983088096742,23.8114075629381,16.8952641328343,19.4737929102833,14.593181111744
+"NR2F6",18.1256521720666,18.8532782601964,30.8317740732416,35.6043843119066,28.343863153051,33.9863140670703,62.4763385004814,27.9299676984237,28.6871352497768
+"JADE1",355.939689227139,514.449801564643,110.298472403155,23.0979754648554,174.886000870446,198.247106621473,99.1816966577054,338.999891173678,165.015187310647
+"PRXL2A",111.995192940003,102.037984687416,1763.11394551585,5440.24157229282,1113.1489988525,462.460392234209,20.6288429622849,234.017401148657,82.9153037115893
+"GALE",43.6431098065268,52.0353449462713,116.611478894244,109.645363743369,79.7205080925535,75.0174334386559,26.6862743334764,76.456433577344,27.0992308606711
+"CTBP1",565.676332236109,1474.72526882082,847.483811407564,501.594771605589,649.652088103089,618.416499071582,1467.95700666892,711.37329188129,5361.35518429886
+"SPOPL",44.4336884613759,188.150785210677,155.134311883383,112.369796477662,196.421426032242,64.3888063410867,81.6064342107112,47.2972697229963,275.886107489974
+"DACT3",60.9252769940737,39.1929428930741,44.7662634717263,49.22301079968,40.3710302756035,65.7467647832683,24.1754778326968,47.7940460384164,17.1448039249542
+"GSPT1",891.177500941528,385.682399422359,708.978958150214,637.554118731567,963.311113701447,730.477993201047,2551.41789324089,259.108763406054,932.632568018624
+"MAST4",110.955163707252,66.2958657177777,45.096419877912,88.9882530701119,59.4016870476693,90.377703910935,1643.08853023288,209.929048474591,116.087111778289
+"PHLDA3",27.8442398042859,20.1622466485276,104.395520607731,59.8187351378002,116.14151917112,19.5227312985186,14.8608939705242,20.019332966048,9.11071323326121
+"DKC1",584.211521392825,430.543590251227,443.692390390999,187.240926674469,379.328510740676,1119.5311847874,3476.26656756117,433.541112559518,663.307487008686
+"DVL3",48.3288915158475,58.1074202193747,98.2631103000838,100.733797688506,70.5713645141249,72.7385872242735,202.271885750888,75.5326239055998,148.997209381716
+"PAX8",66.5839705943409,48.1482681018314,72.7329405662333,91.3147492835492,59.1807264184142,71.825488761582,44.2225864030708,69.7567538331703,24.9603801206323
+"MRPL20",19.9557140944489,15.7432391629646,22.331078128265,15.7675106221304,18.9439267165764,13.5928681727484,33.9297995070169,13.5326736914016,76.738730855785
+"INSIG1",534.99032826562,1156.03190533211,3438.63912048096,1326.66141157128,1978.46112146483,1143.79437469308,3237.12419167239,452.214361517468,784.792802427855
+"SRGN",6842.46293819888,7705.20967120809,5034.66824180486,7075.95422601298,9255.50824999563,1701.69173718783,5793.7210115439,2865.28910981931,2766.98862931557
+"MAN1A2",42.8673402125192,66.7775149029515,117.845756549955,81.9479241903751,93.6632698959375,59.3374901477263,227.438077646728,43.328248103304,136.03730308051
+"PRDM8",17.0134049948176,21.143429526934,30.2343362081894,37.7380899476812,25.9805307780313,54.5075813391073,93.6862877257493,47.6938387178442,27.4481022452348
+"ASRGL1",50.5150020167626,42.1205246073495,124.578819802122,84.0921076763922,62.1834174168101,80.9649729825399,13.8255550891747,59.3521752367871,10.750340868815
+"ADD3",904.571668035999,2982.89814407555,328.095045969391,219.340817453549,550.431223588044,476.948273567188,801.35795090381,2037.69583152126,1805.69310707031
+"PPARD",63.4129681031957,40.534192565665,153.490972879926,163.271254220469,68.6977765078283,66.7126756673303,87.5831236937429,102.906478496471,67.9390905052708
+"SLAMF9",49.0680828658084,42.7488142936653,62.0409984799945,188.618058812809,244.769586686254,51.829946520496,46.7807634117055,54.1316703083967,25.874068149506
+"SRR",55.7958145840157,33.4613558668708,80.8591986035144,38.8468711776497,84.0951387177986,59.0408259921854,465.099635824575,17.6645856024465,68.4192317649543
+"IDUA",62.2259739034423,56.1361609959102,76.9570717571019,86.2644359417452,71.9943108007437,80.969575006029,143.878977336079,76.1016590314169,179.547219360651
+"RUFY2",5.60619139996008,7.49177203036865,5.65963494480562,5.49549524370768,6.17036357719205,5.46810520382903,8.61428168415134,5.73231146289927,26.1764672387639
+"PTPN18",7.62299008688926,11.7085376899401,24.7663781790336,11.2296223041532,10.8630400764123,7.03122469965718,9.94374982462985,7.31652195752101,16.3915911484558
+"PDE5A",10.0193568588869,10.0689790308547,8.69248697385033,9.22460732795368,9.18824292391524,9.15763459369955,12.924015671515,9.34799524323664,34.3926648606094
+"NRDC",108.39617209507,93.9764913477959,243.532920986038,73.3229791809735,87.4248493640189,76.3590897569462,10.6706340599033,171.469836264752,58.7028238693575
+"BIRC6",610.664005340233,887.807754733694,624.524777297987,500.754267250073,756.087031917431,251.079076951319,116.07918620161,710.240589013419,565.036987630188
+"AP5M1",112.450401344973,85.221704399068,110.066376046051,70.014508251602,101.143479131284,102.142891862623,16.7542766989547,262.891739401312,45.2683400471252
+"EIF4A1",7073.82101282244,6324.13302915639,8910.2549686842,9306.93876674978,8650.76798182664,5257.1056021103,5610.48393025385,3694.02521835456,1631.95323396223
+"ITPR2",68.4258715307757,142.371690900483,292.96103846858,151.197921823693,211.886373477173,42.049216092354,24.8930741385744,52.7509803241834,86.648597926231
+"COPS8",11.9619194274608,15.6930731981233,14.3947217823253,11.111148168882,14.0977155851992,20.2833072236853,41.9990270012664,12.6080128047317,106.474600014199
+"DNAH3",305.432336519602,175.266383482814,154.778470708214,197.049598543906,110.263042094534,122.82939062855,427.529748709143,136.562162602895,1087.43767356497
+"SOD2",52.2308399689198,81.476014177798,354.617518865721,2274.762167164,2489.89467357907,221.318156255848,515.81592338586,97.4993705616017,245.986187826635
+"WARS",155.123021548603,161.808041717466,588.930671176966,11843.7391402564,1196.73126060502,507.117411889022,1068.46282656933,62.7544125495852,60.9344416332187
+"KMT2E",599.21295291761,1584.93724150128,315.15177978689,288.438613103793,319.157778654863,124.574934047127,630.16660845628,775.325873573864,1085.19982143108
+"ATP11A",32.5548593410863,37.6853660241894,157.557432239585,140.002278828421,77.8351277841103,40.2230896974171,147.280640945171,37.8701701991555,160.458788554086
+"IL11RA",82.9811070958217,40.8081668666609,38.5859842147034,51.1141385002096,26.3563466164935,46.8404489973678,25.9563658378674,72.4913021997298,177.210220169101
+"LLGL2",26.5386301568632,85.1647787983569,26.7956145662092,28.408652557686,28.6852363517662,32.535661925686,51.6953460314255,36.6290657638447,91.4618692891386
+"TRAPPC11",82.6751011276447,140.325802535801,338.070658862362,246.318640557497,280.007663023976,94.0471943319905,58.4096566870587,79.1069201599793,76.8119835309272
+"JPT2",376.483544987318,141.898300472433,492.843913874286,221.169402394652,652.12218934183,703.643566182389,545.058587104925,212.564225220122,75.9196796670416
+"CHMP5",1011.78427013047,828.236515622368,1207.20251395332,1794.24166068698,2411.55249519396,653.722254008331,360.494265499443,306.894291404349,242.154415602149
+"IMPAD1",78.2370463092127,289.594220444046,156.39461194198,178.532386684458,196.857245107159,151.398594291641,748.743103808209,57.1754139232771,221.857497730165
+"EPB41L4A",68.5556183897395,70.5363002106312,42.8458628237634,23.1029792244424,15.133282021495,82.390951584351,667.050187171699,210.885486561151,461.453510656624
+"DHCR7",92.5755942444427,113.648946457767,494.383916693735,108.968096747902,385.256903846025,341.840376291735,69.4642367075095,93.0606913605323,74.7460533093775
+"NPRL2",328.017505542384,710.390756771181,250.075861795787,149.541697027565,219.964592056696,661.919975930745,63.0022522969135,528.751485063774,359.074402403834
+"GATM",21.3712738749825,19.5093864191308,199.056476295458,36.9315139581025,108.009207997701,16.6161357187102,11.6032094084265,31.7172327532783,8.21684185340534
+"B3GALNT1",6.19841349478687,11.6245059756456,8.57557851580299,6.50443615238524,149.641808851603,8.75831294541646,6.68713387473921,6.22474181742163,6.28508388516314
+"CSDE1",1296.29467945384,899.573904037989,1445.26466898974,955.962357006271,1302.65063845894,793.558626416019,1541.05485367796,1739.86662426903,2174.52035780191
+"ARHGAP27",9.42161905112823,12.7325678495138,15.1374784399215,14.3436272782332,11.2178127386229,8.51820234094575,24.9141940520876,9.69257504418415,19.2534956621649
+"PSIP1",94.8344940890832,183.270020830038,45.6917565273961,32.023509093368,44.4926461927211,88.0617128092499,64.7630937457323,203.660445484179,392.713123532688
+"FBXL20",207.943820125945,314.440230009696,274.754633316724,132.060939096423,285.507631793799,189.821552993171,26.6663414594043,482.196710894171,249.089862930035
+"SLC4A4",106.126122273903,91.7332914250745,23.7349482646741,29.6027438712978,27.6296331134271,29.7516752394408,17.8533759673399,34.6519587526003,143.481905509306
+"MICALL1",95.0960162470192,198.420255657443,216.600985985143,425.371185880391,376.004860219469,105.831332075088,24.184838520708,124.074342565406,133.110493731503
+"HS3ST3B1",44.821747739374,57.6276785962812,48.8936430841255,73.7998255041675,48.2878224093719,96.9307829833894,388.645499565382,91.3861734669431,176.002425421761
+"PRRC1",282.74564637218,455.374280418231,802.041456806349,355.099618455645,607.595342192246,429.701796938497,62.6877654636281,409.852219382081,98.3249402935941
+"RGPD1",46.1610136702085,34.6938129363707,30.4426701675218,33.3978192919526,27.5111396599926,56.7263447657776,221.141196450994,79.0593944574713,150.618795204521
+"BRWD1",76.2074956071461,88.316494254698,74.7487215728314,21.479842354812,84.8504261254278,44.6353242126669,19.5084195574422,124.570616683727,88.8610633344318
+"OTUD7A",13.4616001040066,16.9582806310422,8.28411166282767,9.30623423671376,9.50857072790746,29.8489028809045,9.79840551522631,17.0973876017118,15.9867857567357
+"SAV1",46.2627460995026,73.3720149482556,224.469559040254,255.675214441434,249.083561068082,76.873262894074,79.1433649073402,51.5332258758305,57.3611085321188
+"TNKS",93.264038681111,65.880198643241,100.965808154185,34.3789719789808,65.3713234551713,140.038237575008,15.4161434902411,376.542787229169,297.945676008356
+"ANKRD44",2383.10532545842,1777.93516523504,206.525340521594,401.938231570449,327.691740533053,340.669504935693,210.849896030059,2698.97893208229,1510.78484327368
+"PUM2",19.3531164706174,17.156347049244,20.5814967760662,24.7312370560313,22.1150791416102,24.2545918949678,70.7520478079675,23.4094802793096,76.0104304862673
+"TMEM33",497.047528146977,339.562539618982,1223.54038039332,763.269376923556,1154.8629989695,355.355446180608,294.029887681347,265.070810558768,221.796993591624
+"EFHD2",68.4038205066703,1021.02218611738,644.708413196909,671.735749329773,1283.84916515526,148.565055060422,804.28917913361,81.998806146763,817.333467618706
+"B3GALT2",6.08456447310148,7.0979135352103,6.1354323035716,6.18225216152302,6.6390899573205,6.65220210143252,48.5809905087168,6.37001160141758,41.3213934264872
+"CACNA1A",11.0812060189539,12.0315157339207,12.242692707343,12.5427040191196,14.9015138818807,11.2948483857051,28.5177746084596,12.5312897258783,15.886677175291
+"CHST12",43.1834918385364,428.469737134913,74.5840895936507,47.0568224634073,77.255085507101,46.4099745094684,56.4840644536303,109.61489182816,218.556882495528
+"PLXNA1",23.0715335962624,22.0929015348232,36.8599446637095,42.2242970461885,36.5065770695887,29.1961250455143,118.807697455751,27.5422974066345,61.5377802688282
+"RNF34",32.8638136257655,53.1206722791682,34.3016245501259,40.3589294135659,29.8098766393597,48.043455009251,126.091131637797,59.9722419020864,372.227929643936
+"OCIAD1",2515.21149364021,1239.37495093322,892.030976780114,842.211637342087,625.233383092472,677.690623361496,724.035688083227,2428.60643616942,1513.75446501082
+"GTF2A1",322.432419703685,419.265700481823,433.395090365396,399.554225066117,685.527390336601,507.524268614855,130.208967481907,405.302706749377,98.3965276791466
+"FGFR1OP2",7.3146609806835,7.96820906249571,8.66390245471841,8.08650891054262,7.96881386945795,7.1898615998871,9.2922566396717,6.44230515947702,80.7402696548567
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+"UGGT1",518.44027930369,603.030850194584,759.763713522906,486.44554440713,592.492671786275,366.681838017645,132.534762215147,601.946726088195,514.809190889262
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+"ATP11A.AS1",38.9233505883604,36.1868092639494,37.007685354682,47.2205683194,36.8208238088187,41.8801005230303,19.2067764375249,40.4552771277081,14.3005675539068
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+"TMEM106B",25.4252137892779,18.2749493175198,18.1223607698314,19.5973611688842,20.5569596171205,16.8131716934948,71.2850184132525,15.3499707354155,41.2006587650071
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+"CHRNA4",13.0850542442919,15.8115511360747,16.9493964931639,17.7878162305696,21.4726895294419,21.2390009431478,40.1114857446179,18.0949723739419,28.6441674307575
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+"ZNF254",47.1201752579421,99.7527701053916,58.6645880121116,61.3003115027636,53.9381262603182,53.666280640447,123.921096107098,70.998813005889,336.05358867172
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+"TMEM132A",64.4812139597264,39.2746768490241,41.2150402880857,53.0784928048727,46.749968895206,44.0065997967053,89.3074732489724,41.8831486866802,69.5937575837149
+"GNB1L",129.490100673316,114.884909691156,119.025344968016,102.739525105786,122.967094705195,231.139337164046,142.224086060249,160.688959661205,94.8627969115284
+"PTGER1",20.055708118385,30.4471650657899,48.664337172306,48.9628455580124,45.8988467511048,52.6788519635223,133.019182552871,46.8355466878239,75.2770402476626
+"SYF2",35.1178349768831,47.5489803875992,26.0581724294984,29.8087712090473,23.1728968169952,17.7129057958866,17.7851347502136,57.1694299589183,69.7352648143407
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+"C15orf41",10.9174498582533,12.4992835682291,12.5419346290348,14.3748450513697,10.2555254057403,18.9780913378124,17.482583613112,13.5080357729592,33.9750907633957
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+"SLC25A44",225.912611382929,291.893950281384,458.718092410973,325.733321443983,411.104684173071,435.936139757649,974.878084128318,304.395031423786,719.064063477595
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+"ASAP2",12.0213415426595,11.8152520421541,82.5423152320866,99.985570425626,282.379197329103,11.3470864153177,9.68208325632275,9.76972531474089,7.918842135136
+"LINC00520",96.4500445808456,102.338203314786,214.809203992973,999.816828609537,403.732243506497,554.326051149752,50.8840818100174,294.176256799924,10.8972749166284
+"KLHL11",21.4075679554036,28.2627902898415,26.1564347004484,37.0885638624797,26.7456989265602,35.5677547352608,707.176733582525,36.4751751318268,351.20632088794
+"KRT3",26.3332923108311,31.298801301833,27.9176383691202,38.4626430735216,34.7214429672973,32.3334825631366,191.400063734073,28.9396987702366,76.1474858952473
+"TMEM272",42.3015610841203,12.20238288408,11.9127121352641,13.9399695043673,11.3491905516386,14.7160645040083,21.1367476710686,195.510733073182,13.5479203024482
+"RMND5A",44.0820679751088,141.243434770626,38.6735688679781,41.7878028368187,40.5988934158023,63.1552603778389,300.878560716047,56.9034807948299,362.021482568793
+"CCDC51",65.9871864237344,85.0490962223229,165.117817903996,131.852352347748,213.065470804773,436.956847361377,49.4768929609464,107.353617771266,39.7829126551222
+"P2RX4",36.5390950851863,189.191636058861,1042.46049708723,934.975661344491,559.154050781791,119.085586727883,95.9419594965567,76.5172966939791,54.2404408800424
+"TRAPPC8",912.374933179807,1267.00192405229,1068.96433177959,987.730740141536,1245.40218488498,498.094959007889,152.336094063763,1119.99688155017,184.498784315247
+"HDGFL1",186.326879224499,110.531479559968,102.92345627867,165.810378333951,103.395708732224,116.778914845178,42.9269867030063,121.302628310691,18.0131177178935
+"HIST1H2AD",23.622160244639,34.6499532318613,37.9932704758707,60.673788851999,61.0256985815411,45.6008875703991,532.949121106739,41.1174816382181,522.710199406619
+"UBE2E2",116.944240456929,50.2004015799027,557.626765309781,728.268431861236,322.156412151668,177.016864128307,24.9206794819172,139.108426150254,12.5526886341732
+"CHRM3.AS2",430.953679139244,17.607241537815,9.28635220967838,10.0675762924039,9.50783258259284,78.6011764047653,21.2534331629317,565.274183775195,17.4165564303792
+"LY86",75.1464996833866,65.7307025505403,935.856811230699,1036.54569344265,312.042775460664,102.763491281152,23.1811462391473,146.584220667535,15.5736693906762
+"PMS2P6",11.4295286230812,17.8881278568723,17.1965112250743,20.2876731114815,17.7727127525603,17.6230777747798,82.0185310415318,19.8522689530377,136.724739203743
+"WIZ",29.1446667426891,28.2438430542297,42.032285503982,50.7614543905608,33.1102156026398,35.8632666812968,252.060108072766,31.7397970887853,113.271766697947
+"TXK",533.936364894868,1067.08397552088,21.2763239002218,20.0139566047326,21.1903718599234,86.942097722708,15.5630778535269,1034.82134341295,37.4640119962882
+"SMPDL3A",9.62594379791043,28.8144284849928,923.993568816774,310.220561172585,328.260420632989,15.2161661551097,19.1304313685347,16.8869280258793,14.6349103190356
+"SYNGR2",217.179030245324,304.367181944225,2012.77473091161,1456.91096649006,3970.56335419252,400.348613611764,348.484698394415,261.787789976078,178.686087465191
+"NLRC5",854.337323105217,1051.17925925494,100.716273552663,1159.09090266653,181.306206217846,769.580268678839,214.88746224895,3124.61126730554,3451.93480030445
+"MMP23B",17.4437220190884,61.294681817992,20.855991573821,20.738864494737,20.8408613481476,19.0367461183636,130.734445704889,21.1423377197364,54.8997243346241
+"LOC100130992",10.3907220117252,8.96735803117627,8.80945641008246,8.81709558581472,9.51464942364206,9.1965261013846,195.113933863182,8.77644695968147,7.86185633138176
+"RAB38",42.4014589264505,115.312172217722,406.566912679409,196.886652503515,425.88216380115,68.5391312332228,27.3270533744342,30.9947508097383,24.0820449496136
+"GABARAPL3",85.2225904714363,1441.15870189384,1072.79299001478,699.826992243005,1077.96789816538,123.278294684719,1640.91694117609,388.195611919213,4238.14578653026
+"C15orf48",19.25094016733,20.7968698694256,1360.15938248823,8786.35149639391,12440.8893390499,70.4797548000355,29.4853006558162,17.0260279645252,25.5368823429157
+"KANSL1",1986.96397437958,1938.89169161159,635.015941646874,435.183334830897,547.849950395711,363.908515355023,312.1849113839,1539.20534633097,2686.67574947125
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+"RNASEK",2148.67266524161,2538.65124745554,6603.76469594086,8584.49469070711,8253.41803910285,1271.37243583789,2182.48874708749,1363.75332624308,3462.97438288671
+"TRPC4AP",79.3479474935605,110.609692401275,219.87762635181,244.118530355572,162.87326495404,164.511884590577,51.6092406985212,117.086180775337,51.1097985558946
+"DOT1L",15.6084135161555,14.9468130336451,22.4391792057047,23.2078745969845,18.9637319382633,22.1982801421743,95.4601037990213,18.8239175307331,74.3937233409902
+"MMP19",29.4590908030357,19.9331526307616,428.488893585204,678.338703602472,591.464184465801,26.8339959023791,9.22602051252464,20.8241542759227,8.50620131844065
+"ATP1A1.AS1",35.7561128400719,29.1241088252548,29.1648955047676,30.7176086020366,25.8563011258166,30.4631241480237,389.593419691118,29.5118611227897,233.710622815976
+"SNHG6",5676.53558601327,4602.33887732226,2828.14426646085,871.655047857469,2285.7984747753,2402.36225870787,5410.58735015178,4496.34493455721,5974.585868208
+"ELOF1",220.853211344815,277.602932904903,270.263148947384,253.469526728483,232.489781922329,398.128958063141,1181.53938087061,298.765344259183,1184.00872751439
+"THOC7",52.4704042525979,26.7227208076544,36.7351942938517,34.0067681449963,45.9194672789381,36.6415594462351,346.009538694589,22.422278751655,140.529480222176
+"WSB2",599.711987269707,803.834395286521,3255.12899356385,1863.31645652762,3834.2999888701,511.345289512628,917.086814252549,222.422357150639,964.253388207255
+"GRAP2",80.8761266675435,142.051819453011,43.8433763963723,60.5513407565692,35.4511002964628,211.798564348421,137.585392843757,143.298331361568,345.820120487135
+"YWHAG",1579.78224754146,1062.42110802839,4028.91317578874,3315.51323804912,4572.25768991324,1790.81054102839,1088.44289244559,737.196289855876,481.878625761423
+"PKM",264.717360228466,148.295910144074,3588.42984380986,6437.23311700546,559.897916011569,1359.28569628642,4273.03672172063,226.541570554253,386.682322040568
+"MCOLN1",49.8123303330041,84.2960134884665,1260.06985511332,674.642548874868,621.629215805877,82.074889651253,55.3902060429614,57.8438630710346,68.7572290710531
+"LGALS9",62.4967386256414,146.148985052391,1332.11322836713,1342.68158784555,186.302987645433,126.072167326484,63.0751575641197,62.8710084937795,67.6057710582256
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+"FAM198B",11.0897043588601,9.96266352927323,772.567940174861,1201.44467467792,751.575381194735,10.6614665635181,9.55765372826004,21.640381085079,7.25346078101825
+"SERPINA9",216.434248695446,116.685420372238,105.553748252354,127.544289779912,82.8542616513322,165.427698139811,39.0624491092362,132.006942914347,25.3684417528227
+"SLC25A27",14.9006772610379,16.2501935890422,21.0606345524312,22.5807891348623,24.1821397232254,18.8020882719979,67.9352526328692,20.0633693394969,51.4720022837046
+"X1.Sep",66.6218263945948,232.106401086704,24.6669083444336,36.587641118357,22.5200012127858,248.865080058116,190.153937130244,220.078896389151,539.497887361687
+"IL17C",79.4146903126789,62.824309305572,91.7293174691347,111.447349821247,72.8841144870349,126.077148459222,27.4466563396438,109.440127053836,22.531477247226
+"AVPI1",56.1066550464219,217.624926439719,506.533543623728,302.402446271499,698.240872840385,46.0274304789248,33.570881161991,56.0885740315189,101.848399572126
+"HIST3H3",18.3713660422078,19.5606716026147,18.4304322261936,18.2754180110249,23.5214973793155,19.6119080826873,99.6097114770718,20.5179401905213,46.0077659981591
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+"ZNF749",11.9087410538667,11.5385177446653,9.29196036292651,9.68021103803053,8.56916124896681,8.49778592533488,70.6056142621325,8.7900050852129,11.4989641418981
+"NDUFA2",59.2535218141273,45.4655846587951,73.918419257793,50.0169784108449,68.8698676769928,63.2323091306674,696.397155523399,44.5036574180066,777.482827432574
+"RILP",106.296700102101,76.5768812729453,325.647197329247,513.497342512199,276.585938081086,254.479212099223,67.7509607595949,183.312963047372,43.8243716261419
+"RELA",43.1204102821437,118.055095306764,61.5751785068443,80.3952578057909,66.1909237565749,74.67420146902,329.761691492545,66.3887093561628,718.063937851936
+"RAB37",21.4343683819698,839.810199736259,22.64159989483,28.9404409801666,54.6688264082806,44.6848228580831,18.6687315288767,308.709699034347,887.626543395135
+"PPT2.EGFL8",78.7384277544938,54.0377612180424,37.6546466006699,40.5290653405312,30.6708448055773,111.61793107106,51.3944618088696,161.725010926677,61.1145504630041
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+"NPRL3",25.4157517763716,25.5837262175295,51.4474262357899,66.1384807031959,41.979206743174,55.1847218401327,175.253870933326,56.6115688564524,166.660164617672
+"SLC35F3",12.1301879566012,11.8294861332423,13.3234149073079,14.2619268067086,13.2248320894036,138.038414685892,18.1516714992066,14.2488936401405,10.8596710646384
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+"ZNF440",11.3646708854356,9.22299617800864,9.38135946041942,10.5306968341619,8.73616133824189,9.71573405375133,14.4367490566354,11.023015177657,91.0162663199124
+"CD302",12.9193447909919,74.5811428800318,2241.80954108095,90.9100571598335,1034.5710417489,21.5403681153593,37.200626164344,109.900641711157,110.438967879624
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+"TRIM73",742.390788728378,369.834114820068,153.152700968583,23.4809764717691,99.3513385658502,101.63207661133,19.5196123926007,997.00781296729,555.447212542632
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+"ADAMDEC1",13.1878821974835,11.4027547750818,664.646767126739,1090.65001059977,21.8245121485071,11.3519088079468,7.20739293095804,9.00084844314087,5.69246888254889
+"RPS25",13169.7012637844,10563.1902741305,8259.16375492714,3945.9897685404,5639.73437652533,5636.52391081005,13120.34012791,11034.3727396219,13565.6259682469
+"NKG7",24.8580289289515,9173.64586466017,26.2721797894191,99.171625658336,23.7666061941433,303.534564470866,66.7980461861394,125.908074848621,9617.02863987694
+"HOXB3",60.842435514758,231.214249149456,18.133129141892,22.3481654341301,22.2144266339952,51.2792764294832,15.7320743009993,72.1652303454841,40.3292731686354
+"CRACR2A",169.787919052271,679.844505654556,84.5348313307683,67.2879377129864,49.3571093867363,352.494759729561,26.4161351248449,723.594183048901,265.386284113935
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+"ADRA1B",10.3130989246902,9.99200015967121,14.5123977779883,14.5319459518601,15.9192724769766,15.314995097483,56.8179943177619,13.9565746452878,31.2396416650689
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+"TASP1",10.143066671656,13.5709846975345,9.38098231355473,10.45537933029,7.82023520854259,8.12934434788307,114.016119851134,10.3695184982399,47.4871411603312
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+"TMEM167A",355.007083266028,902.830908532133,1253.34597723973,1173.61052580704,1861.46916114266,900.58772270766,474.669157227446,257.481505637578,173.993427510096
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+"ATP6V1E1",750.532637651166,790.377463025043,2246.66919669089,2798.11782809767,2908.79820695671,832.457610221294,1131.82092511477,748.499218626179,531.67174938904
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+"KANSL3",63.3941583588667,53.687841577175,73.3019158180186,78.5976079027332,66.0565171509021,50.4076921902352,171.901699760458,58.3829821836134,277.359532555174
+"CREB3L3",11.3417707849342,10.7587793544802,11.3351611762856,14.9789905788974,12.4547270533554,12.5860092220044,32.3303226449734,13.9062449312555,15.0449770412852
+"CD4",162.97253002282,46.9902161863003,748.734281044277,352.218529941834,95.3850658223035,236.315917863901,117.059320573282,73.8715016628825,29.3473127339931
+"IQCE",15.1270524865155,45.6224494087981,72.9174902024446,77.0397170833376,143.116331285877,32.1473074002643,17.8910418839647,34.4526965653486,26.2334473463459
+"CA2",28.9406215205954,23.5578341128047,225.531009347326,3319.22565977687,2058.8171641905,56.3065167452974,19.3597175587261,14.0023299247397,10.7574557442864
+"INTS6L",389.700507478703,180.732919647704,169.102010239781,42.9870439454173,93.7395198506356,193.371450529693,31.5914554519912,305.333484153828,137.872985869602
+"NDC80",16.2714284049225,114.211213951327,10.504597653985,22.178309532943,11.6296437628414,608.427267231312,45.6947812187218,55.8827456361387,92.7955038417926
+"C7orf43",197.380273291303,132.380975795028,170.868778663519,195.233998661831,163.381067012043,105.18411253951,333.063049967547,180.456587623561,582.301288134234
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+"NEXN",12.7481677207567,15.0330152290752,9.3789797876773,10.1987433875317,9.86118484304746,71.4230580217005,123.595893503259,11.3915882428746,104.807779745079
+"C8orf76",140.486432651831,152.036615027041,276.202391307,243.080524549307,446.810878095735,170.233599049974,121.221643722543,55.4008420815441,147.1739984892
+"KRT2",77.2911324885756,36.2291235595505,18.5592692242208,21.4758078981685,18.7504134170844,21.5963410493108,14.4404170117496,79.1029723013078,14.2214878274564
+"TNNT2",22.6284992288397,27.0972210733668,32.0910035237966,36.8382851669601,33.9214867905708,37.8081407472495,83.4833448690042,33.1227143736627,32.6724446396133
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+"LINC01741",77.1957758328099,35.5294389019526,31.1918020693236,39.5408231528406,37.7896827003127,37.9411630829063,19.2678808163554,36.7891388146443,14.2312699136794
+"TPST2",97.6649503027471,2992.45118966409,637.442764909465,612.813810380783,632.066481268453,226.422261727781,98.8264970893838,499.300312710776,1139.24198077416
+"CDKN2B",16.8756714475417,20.1204476750436,27.8085766735944,33.4038503083457,24.6907028505169,31.5037136923608,74.9688049630836,27.9491015127982,32.4394622716066
+"SNX27",114.514144724058,140.455762001258,612.032731473724,400.197820488666,595.591766532673,173.574475290043,147.230269546922,144.233952198125,135.096079695711
+"PRIM1",181.331656560785,198.448177113273,65.2603129206471,92.4510948691353,64.449979741794,906.087772292791,103.23554643301,385.37682334769,171.891989050697
+"LOC101927513",92.7769812593975,45.5757344412821,48.0286049760846,52.8620694590299,54.801310932774,41.4319839616325,23.1181252017391,44.80708600978,19.9630188574674
+"KCNJ15",56.0759013537237,61.3974358389725,54.0070559251145,70.4851532459613,52.0156013792613,67.7918059932666,37.4967070760855,69.9875305707978,21.3244185618375
+"GALR2",10.6826376372578,11.9151358884387,14.9365908738433,18.64715332102,17.8179443731441,21.4538549870298,56.6029759159643,15.417607494678,36.874318984547
+"SCO2",119.993213260004,233.399635861384,309.889056950374,901.356177499541,562.797067075323,604.666147035113,218.642795390196,132.619122128613,116.002774399962
+"C1QTNF4",9.79441278749245,12.6737802417754,15.6844713673739,15.8056832886224,19.7772166865379,13.6138102357272,48.4169904304989,14.5760105161388,18.912799188089
+"TOM1",75.3306462014739,66.2753739399797,325.929245476349,326.990633332792,171.857618737254,113.582754977849,206.90145779358,84.2424214248499,130.336920196339
+"TMEM121B",34.0362927168699,22.4660798079527,92.3594706918553,72.9767754332779,56.8648599905849,32.1522322796874,20.3300942725858,28.1857099137862,13.849788116515
+"MYH13",17.7697564130921,19.2385544955325,24.8660940046152,31.7822751651183,22.9198706968971,23.4762162908415,72.4659318337256,26.5068072010588,28.4806664347508
+"TANC2",84.6326831089019,141.477370477532,103.691943791799,52.6119092383018,79.2380790157159,42.2021033665046,9.83103629590149,94.2421795617644,24.8182932523558
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+"FERMT2",12.5590984540813,13.7091241700258,21.8539930413948,26.126437271124,24.5038918585894,18.126104472519,70.2094586967934,16.5762642283323,22.9829805333262
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+"PLEKHM3",28.1080214593086,168.600557906199,89.7773122229795,197.647651148976,323.669137944088,43.6964750932479,14.7018723969349,179.266735721382,198.129652097412
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+"SNHG19",208.121759634841,187.122599684013,207.055110315949,25.6816412614659,101.781002767319,229.534626829232,564.270649647553,232.350509793163,469.01475506918
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+"FITM2",139.646441422327,93.3261838996734,159.271022608056,78.2272584447747,130.365652331468,129.216634962462,33.4210695838793,231.512775939001,51.9954147955844
+"ELL",18.1351528521113,29.0860403032759,32.4099974043355,33.9507490579839,21.3070875415986,12.4264129655991,144.471038450651,12.3802110173837,134.750377085833
+"C19orf48",128.541642314713,95.8733208505186,148.520987249287,116.545743104734,79.4673868763965,354.693725714273,205.248803272825,114.892116626886,110.038685461887
+"CDC34",104.501004512022,346.333588233175,316.84182893888,173.899081209012,336.284273063825,221.902636721886,112.52962102994,123.136102497825,134.003511861416
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+"NUFIP1",122.184883646909,110.630701646496,68.3804020421425,45.130348059483,61.3597202399181,56.8427323716163,511.734787423956,61.4975060526957,146.443210770913
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+"SUV39H2",60.7401682644319,73.7596804263739,73.6847417801531,39.5888155721893,96.7015761880822,393.736868821574,95.0559151011669,90.9231020039674,48.6900474011547
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+"FPGT",24.819187810437,31.528661088103,205.842346777349,80.9758891833831,123.419538941152,47.89111102815,18.6922197765029,26.148748600153,21.2772898915172
+"RNF214",90.8393828816012,83.3154703071625,135.291650859148,107.682798603763,123.932606646472,103.654791705576,23.1188623296025,102.231359423915,91.9506584140024
+"RANBP2",736.234731750669,357.627780724377,539.900970543637,531.755964425902,270.481947739934,120.873150103615,2017.5049529945,401.188099085631,1051.60959857407
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+"KCNK6",97.420129781386,66.0763458491467,244.246655990964,189.87511127713,387.563124812769,67.7633362153016,78.4033014328624,43.9527034346042,42.682565824903
+"CRISPLD1",9.89839078209097,10.7158211321402,9.42549900761641,11.2746012083925,11.1950494836393,90.655773675829,11.985701961047,8.9424986783595,9.68376117887723
+"NTNG1",114.529782697556,60.9455719769805,45.3616118542392,57.1530069975684,56.0862608598208,56.5596387312066,33.5831115439417,55.7519360487571,19.7978793612851
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+"RAP2A",45.4858213685817,33.3385857451616,39.1475739878782,49.4549491765238,33.686193272932,43.6499168344841,123.690380937046,41.8379425122239,138.813541313203
+"FAM220A",274.486426741469,357.518230706659,583.028662565132,307.528754254077,755.96466923459,416.426768539013,138.581560816139,422.056695183119,73.0783421323551
+"SSTR4",21.8902420195662,15.527331426038,32.1345196082603,40.600666338048,25.1790073034389,35.8637638551866,73.3953623029219,27.2680759235515,41.694017871765
+"LMF2",221.863264551327,280.050947663625,386.633812058859,433.526838674007,242.616271426721,300.912869661245,92.5031763337281,299.7352603877,253.951291368303
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+"TMIGD2",518.108341206772,458.116272903285,139.362731903269,175.408943803807,114.397998435574,323.891321015022,222.637916109955,539.823884495146,221.070697328293
+"CD83",236.345076367424,467.942676936198,1215.98945287744,3495.03696766265,12721.5117341813,532.838308974302,1693.03431590392,159.912288819683,229.965319805407
+"C14orf93",22.2956754220269,28.2547006648884,37.7304133407023,17.7088362222433,18.4955525994076,50.9454712516773,12.2300508738198,59.2916483450284,22.7924325328558
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+"MAML2",406.21226776339,244.336485562123,251.899596343132,353.07197454541,124.984380500303,234.53476849362,16.3171535178518,1436.42405201669,115.956308464923
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+"CALY",13.9630964178804,13.8553331925321,18.558484518197,20.2478034085969,16.8778238924307,14.7573011812898,43.1656557436694,17.4311880880777,29.5556183655652
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+"OR2A1.AS1",18.7640455109573,8.84942673145039,7.80647365262605,8.85891797932213,7.44619036619414,11.1789904318665,11.3892196749663,42.1279555742354,35.7878011433863
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+"LRRC58",7.53373872216617,12.6251839229247,13.5796839692489,13.7230523162938,11.8551252505412,11.3393261168272,74.2498393844855,7.78791965284132,46.8199016885628
+"PLPPR2",40.340134807416,47.2860425462951,73.9879796856311,72.0517217309629,43.7069105856319,64.2711775514526,22.2552684805324,48.2518382279391,19.8944346951999
+"B3GAT1",46.8718229359826,145.571840848403,33.1967016355288,33.5640057106866,42.184394834049,49.2363530549524,32.8232229368242,44.2570688697381,160.405355494631
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+"NDUFV2",861.265361690243,750.541481606161,1217.23330662197,1592.14994872492,1876.35943326642,847.657121275285,3196.7351362063,302.51754373184,801.462661766638
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+"CSMD2.AS1",115.2559164164,62.2837541373634,35.3896846216136,52.148649989246,45.4350890078383,41.630615977004,26.9970899379078,40.6500437527361,18.9267854825136
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+"NKX6.3",44.0385786072975,22.3855056268505,29.4700172537254,41.6572875943896,28.0980187212004,34.4345042085851,15.9247078460991,29.7482727561957,11.8422146167864
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+"PYDC1",17.8472142722973,17.1858225654676,28.7057132988976,31.4809571448474,22.929380945403,26.2358204187017,55.7450191486538,27.8183124728922,34.3025756062841
+"UBQLN4",418.306904261333,210.099730324212,146.32109839939,154.48875284095,106.275114271544,113.130411990143,155.585575225453,216.127224091357,272.603448031991
+"SPATA31E1",16.2533026885716,15.0492324234109,15.7757096572717,19.2836534094276,19.7593009137103,15.6350074327991,41.4785340020712,16.0811313235212,29.9239454308232
+"RAD51AP1",20.3643519582863,85.813843670612,66.5849859568954,60.8946678023819,68.2894590198572,551.13769756603,17.6017077077613,26.3041039435782,31.2418071070707
+"TMEM214",108.146487619428,157.797987979226,373.361924861484,328.216850996382,85.8845071768767,174.883940113035,313.293602555117,120.989916022742,282.385852239234
+"S100A4",197.571494429782,9384.03383624889,7149.01121431241,2476.4881459614,3791.94940626176,391.407068527566,566.628359676914,1507.78708048987,7018.22020799733
+"TMEM39A",42.5528542676793,30.9038676704332,72.9402378986843,61.0656003235951,62.7735763635305,32.2322277617309,36.7121194284742,28.8748990981253,202.095165513856
+"LOC729683",193.997466297222,130.453649993476,96.372792222897,102.481167050445,79.023399187963,179.026581304919,111.667186447618,180.05401997691,74.9456843640204
+"LRRC37A3",26.044936237251,31.6999464908227,50.7417721109015,55.1709149081308,41.5045759587817,32.6203419412152,61.3130598696175,38.1522173058632,166.157891066384
+"AARS2",102.953566627906,88.2896243746185,102.711506370678,92.2887251203046,90.2300449904231,124.638934916198,144.79906736657,146.916131158877,390.187432262203
+"VWA5B2",27.8747700769039,26.4552289844524,43.8931529184397,63.4692768515429,34.4589300152388,53.0102338560701,86.7632385885291,46.6458555737992,32.294688509064
+"CERKL",179.237661652912,1668.60701449637,70.9343245570946,99.6602991881055,132.270360078113,208.589394898608,120.532216577363,1277.65003315796,1593.64546907195
+"SMG8",179.482577848637,222.677271403104,312.757354589219,272.804947762352,345.84888619243,336.064653247249,111.794468783887,189.196160361852,40.9339220804399
+"ADCK1",70.0458173314615,73.1881158358351,173.416817039323,145.769744564503,83.1290315969975,105.890547483579,31.0717156904012,157.880042228605,45.5622787932568
+"HOXB13",28.9573163457679,24.7216991572095,27.4149891965875,35.4108360241108,22.5935881157168,34.5162062877399,25.1499042091885,31.1549824693762,11.2320666773965
+"XPC",318.255139023177,402.417016045154,569.62079297152,312.572165050278,407.795911228664,261.524990100465,87.356702863643,452.246961607889,126.873108176865
+"SPIN4",9.2426336489077,389.467058855865,56.4475085348472,51.162026336752,58.6581025912146,122.802404579329,8.80242481798514,33.0917113965459,76.3309901138483
+"ST6GALNAC2",58.9195701474631,36.2178248700822,239.964469863722,170.607055417167,294.951513104169,42.3307164073571,139.880446884964,41.4416632140662,82.9191257215231
+"FAM111A.DT",48.0912993186527,140.999965558748,48.7334346599391,44.813515457427,38.0290765052045,44.0150194440139,15.9640190452363,109.449837323376,30.0651135040267
+"C11orf52",17.5503147602143,16.3077065907167,16.6878478005944,18.99818247798,16.6661792867341,18.8251701559637,47.9779463279809,18.2717004619481,25.4615527804443
+"FKBP2",517.889321058142,552.568878697015,729.731034115711,494.390941700414,618.546394768466,357.083336234486,1018.43168908891,213.757910453569,569.8142930429
+"NLRP12",73.2959714041579,61.9997502983994,152.582743699322,96.487991732216,92.6284520985628,76.1653017066712,63.2687417679924,79.0356697061105,31.6911696010439
+"FAM184B",25.5685067188012,30.3961142406125,31.7877059733863,34.1944670786556,25.2398774439426,27.8344756375956,62.4674831946927,32.5620359002399,225.904233936366
+"CNRIP1",17.486734522024,64.6012197540432,304.289765341229,30.721271014044,97.0444969489607,30.0956902401329,13.718739259125,23.477160113255,11.577501188257
+"C10orf25",18.8960266573268,27.0843206621871,32.4814920569409,38.5217943353307,23.6303566700124,44.2212530280658,14.8384346423767,59.8848017207192,11.351121980858
+"MEOX1",18.9000349870473,17.4635444862072,15.9102874956831,18.8770706622007,17.6517461494348,80.292147764463,32.4407889327207,20.1008137120237,25.840632891667
+"ZNF586",13.7193954030908,11.5811370443235,8.75043052550527,8.65655801202251,7.30249770677133,12.1389943335632,17.0088300060894,10.4076756363816,39.7302784640594
+"ZFP37",29.3566817234371,26.650791961683,11.5011881193428,13.1029159253268,12.871261031314,21.5460723770728,11.6784791184407,16.9617133170633,15.1196831346711
+"SPIN3",29.9734656820216,19.9676687351582,18.8015930391701,16.6804638192201,21.5099982160917,18.6944095464021,8.41470969581176,26.9940960308445,7.10158226754298
+"ATP1A3",14.1330212311622,13.1045826240542,14.67875801192,18.3353449096221,10.3310751680502,26.7585864310399,21.2175033481223,20.8785266110846,51.907298502369
+"HSD11B1",23.024740636896,20.6520272254902,68.3801176566366,1213.19984212722,2194.88250942406,47.217115345854,24.7567666672519,22.2807362327892,15.6770206235417
+"HK3",49.2412677378828,68.0850432341928,531.899179037801,4733.79659053053,292.868861409392,71.7525400904423,51.4657947429031,71.548568620611,29.2087861659712
+"TTC13",284.747230523887,646.132395574053,272.765997183303,170.461426461556,340.435222431043,226.053586971601,47.786095905726,560.373141770864,444.214753801374
+"HCAR3",38.2224142151262,36.8021845243844,19.8300443630182,3190.8542584215,74.5464889606256,45.5874560950425,15.3474014414367,25.2843362317588,11.7403295481738
+"MFSD5",138.825809677697,303.763454342069,459.23952359642,498.693296495108,525.103863412116,268.642173945983,235.05368695466,111.409156530847,109.078881367435
+"RBMY3AP",8.78655725532675,16.9276934338242,25.3032185292656,33.2990358367176,19.0072182421796,76.5376128482421,41.7162190503329,33.4690802419097,21.3287424311218
+"SEC14L1P1",60.5656545561037,41.7663307353267,35.3541581185731,24.5326640097388,18.8011434311894,30.4539192121398,29.751603061514,180.59986447842,38.2449935640835
+"SNRPA",295.820044245449,428.014689302567,521.534904404352,447.98030598534,281.154630999428,1432.17989058673,936.409979900363,430.92948395793,666.325594322788
+"TECTB",60.469217296801,49.72060685799,52.2204143556429,66.4195249855148,48.5030309874454,66.7107797844451,30.6016597978305,53.3799851863354,24.7762166777028
+"HMGN1",3961.84576022348,3624.47795793292,2665.00957305348,1300.40293323429,2466.56569921933,2494.53466087563,1097.64780102292,2877.21237703584,1038.98636067099
+"ZNF708",56.5499953314848,132.270497602425,28.2092225404636,16.8812168900901,36.7191688970823,29.250836954052,20.804078764417,62.5142421293146,69.927038433163
+"TESK1",109.594531279479,252.506724758198,331.821601914504,300.985671807226,267.620996792591,152.917424840887,133.630405728253,108.23685387978,100.715016958883
+"VRK1",154.453312286914,415.921513514342,139.292908406959,94.5844097419342,140.800241670137,736.793232497533,378.471669217193,389.224307324413,351.756799263584
+"WDR37",18.9911978535558,82.3422234204698,30.2840237576996,13.6671781819425,28.4183226694478,14.9715325057144,141.18568411193,39.5522263626105,203.581266381526
+"MRPS17",303.82673204289,136.708866088657,203.754625418173,124.875963571473,256.294107580578,458.97634791361,695.143491778992,80.4597862398044,72.5598214159117
+"KLHL14",37.9405582150928,36.4190529122953,42.4933152696477,44.7794219595819,45.2417082827409,41.5391848379095,99.6633732623804,46.8567829091911,55.4251744173234
+"UBL7.AS1",21.0283099515836,49.1996279239982,33.9681089834343,18.4471814725899,23.5183753974108,103.046236152093,15.7541662475728,119.088640889079,31.4520685771489
+"X5.Mar",260.71070280768,218.382736012579,341.795833403737,317.982486884651,563.215996555835,293.961009326377,227.085770903136,175.52393935718,95.6091971387627
+"SATB2",18.6148876018838,25.885252750258,30.9208055545933,16.4032468012265,49.1953993853836,17.6994300640807,12.9563190948354,19.5127606685037,11.569944188284
+"ANAPC13",904.666350187375,840.913735461907,1816.04847872297,967.236246929305,1396.78039554885,737.779043571997,355.467166968187,1509.99912686993,219.9251064314
+"TMEM184B",123.806306943488,321.483971623361,232.969616000021,214.316854205925,282.861202752243,120.982200797379,51.6645034675936,129.917052809625,169.788801714696
+"CEP55",10.0276941925552,13.9472907325359,9.55757091785961,23.0346456576887,10.0056882320934,773.300856104744,9.67363765611218,8.17995552980357,11.4860034893303
+"PGAP2",190.382887750285,118.957258980115,163.160949763273,189.523968130607,155.708997349419,239.149671601084,62.4072614607876,250.422954543235,73.4317206273204
+"ZNF431",29.3252397903164,36.4998214116754,12.5242126121143,7.40193773624147,11.6955313304021,23.3055394175754,8.12821182552286,74.2092951974514,12.9344876210917
+"BANF1",543.049538315499,489.164704410695,1142.81566361942,1092.45413777468,210.546852740181,862.781839720835,1537.92933465476,583.617769638723,515.990609467186
+"IQCH.AS1",57.5055780749134,73.7769631451349,50.6764303695838,41.2547404719016,50.6079980406633,44.8359480954758,14.2057342821083,105.390352677431,43.6610523952199
+"EIF1AX",535.707988677619,484.309670448277,161.150851365509,66.0706439163926,138.148731024231,313.127628802316,605.578426267302,608.648293702202,466.58496203622
+"SLC1A5",218.699937823215,67.9902514416433,343.093979510552,454.41180362764,81.1892605537152,298.033769896746,1036.65886001895,84.9549438129427,51.0675343779342
+"HAUS4",121.116112975083,159.720535075439,571.1421308163,294.809764700421,391.544100375965,693.457184472249,44.8904919013074,316.89981340142,128.64026737443
+"EXOSC8",506.059075672326,509.152491891616,345.919132510272,124.520546201597,323.20450565597,768.504021936487,664.186228722924,537.242638792316,678.125976641685
+"EID3",81.2705639339607,160.39607185588,12.6204898249255,12.1728830990098,12.4115595436211,54.3503718240609,83.6626621368687,113.117474085699,66.2019129411973
+"PPP1R9A",10.7401705658952,24.9733767170978,7.24754808446727,7.16636487429189,7.73629334497227,8.14396860593276,7.59089239141329,7.02918779919768,6.27658794591551
+"HIST1H4G",17.9822170702027,14.3670653644468,15.778268628743,14.6353465238497,15.8934894371313,23.1730815333545,36.4149762726148,18.9676100086518,17.3134220404572
+"SARS",230.39091213922,111.033830275866,84.7530862934579,27.591347283625,69.2320181989679,62.5741550515834,632.348909530394,34.7721652297041,235.566569014656
+"LCN15",53.4008943856039,39.3964027663876,45.0885434348478,57.6175735332264,41.9313972567135,62.0035536983174,34.2015190907706,55.9061464547188,21.8113777825508
+"NDUFA6.DT",26.2889934471457,31.5245418777344,41.9887227919793,43.1383472862673,37.9697869803391,40.5864429290283,88.7510326031006,35.5986592260094,76.7555677284193
+"SLAMF1",82.0830822169926,13.6609271903192,28.3151447511659,43.3906261483398,42.3025140341074,31.3797292627811,1720.7740997988,15.0265197053475,74.9617641153925
+"CDC42.IT1",81.0656598494936,21.1279370053548,17.0773474534315,34.3052149252425,18.7962310243094,18.4369102904878,15.2618611369104,146.352339727615,163.537196103624
+"FBLN2",33.5579108875944,31.9323760277335,27.8085766735944,34.3349986076959,28.4390624632026,30.7069858191747,72.9419821815888,85.5366025221611,46.4259813183427
+"ZNF443",62.6539256110579,213.085113912332,106.334504282336,64.748259182383,99.6997858030357,156.152190784214,25.3856975856083,82.4343087617764,35.774519881102
+"BAZ2A",187.480014333063,237.777022951642,202.493670071751,193.810107326598,154.330725015826,299.862021181194,200.663582191148,275.413601586761,689.569187167706
+"JUNB",573.92722422105,1557.0952675546,507.382869131537,872.300556592062,272.725445330387,199.709617402947,2096.55723461944,796.997285328067,2624.96869105281
+"SLC25A11",56.2685546198371,207.24974264328,377.854239603872,360.934439979286,284.417908987649,292.626172552541,122.991047874745,74.3797503217098,76.6887473802922
+"SREBF2",121.571142095647,91.2632104135841,336.253855607868,318.576491335628,142.28669955126,119.366814958281,288.999362483646,84.5933294516275,178.155350248612
+"STOML1",89.076316767997,65.0920298831968,69.0731924938841,92.1853441110595,64.1625689204494,67.9680581293271,30.9588612253155,68.7205177085081,28.4528842525388
+"SLC4A11",19.2473110135611,17.903918883823,30.1003425453339,37.4489016251076,73.9720319066055,21.0545042346355,32.9542469916952,18.2123981607,35.7734908200878
+"ZNF629",102.17036597923,72.4742453021337,192.075273804034,126.660511463229,180.180553206234,144.271147826298,73.4265800092626,143.870999212683,76.4513991647712
+"CTDSP1",228.034768674757,682.599477551068,421.426434027231,219.99668887787,190.425780674016,243.975758821519,105.216196983155,333.092947901352,912.394854315832
+"MRPL4",63.1146056662827,71.3684977445424,243.267368129284,240.298777721459,126.767358363176,233.728038019672,878.893775949756,34.4383949416338,128.296144001191
+"DNAJB1",205.962945882665,672.421246538777,459.083572996933,311.064403499036,296.184534304365,143.387852790632,546.139994205286,542.62398175174,1523.72464600154
+"TAP1",491.743782065164,804.594184406509,301.031781987569,5751.11511566652,1168.77215714979,1499.63220708654,1805.15249202592,702.446723876667,1174.33841361406
+"SELENON",77.8664527570683,64.7737111851181,237.181882268953,604.400062724485,217.244071980909,92.0692187800792,49.2002417743284,92.8978949081982,105.895905653753
+"MGC70870",11.4337599386422,100.095790979093,26.2788092431028,16.2316077318069,28.365128605717,47.5406591092863,6.1825478481291,15.9311775254291,9.21647453672394
+"ZDHHC4",87.3701765117398,179.26015015603,318.2961728316,128.843638732673,201.058218634013,165.975098750742,41.9273574677881,117.193845695652,56.3856444453934
+"TULP1",20.4432405872784,15.8646028436924,22.955102994379,26.774208101053,18.6444715303699,28.3883088067906,56.9888588815329,24.5625595506151,23.7607669650537
+"CPSF4",357.071455889352,321.555844172255,386.020324729512,370.561965386356,374.296824922414,820.200037840729,793.702203216265,621.404121488219,592.954872175679
+"DARS",1139.31107832664,917.537619398618,2385.87542260588,680.00662889433,2098.15275337404,2053.30894607786,1101.52650932359,1701.98192454379,539.978441884306
+"C7orf50",42.918745436815,36.3231395338825,46.9585839794495,49.9505272059478,47.1968608053293,41.5058274195702,92.1888266184567,41.3644358231113,79.9383284226279
+"MAPKBP1",85.778905330981,121.360110999171,103.964775591969,78.5759279686144,194.626250686208,104.677313966083,38.0670534909816,154.469586093636,60.830396382298
+"RGS2",66.3896297054764,8499.96096186325,164.762373029079,108.303007805845,1264.67152068239,97.0209902876307,1328.0621983649,664.537590660765,1268.85148421578
+"AMIGO1",76.9509376051967,80.435334603129,50.5409543004617,60.9351174215488,57.1362521204494,63.4248369341993,23.9170160298985,361.490769783326,143.046957228741
+"DNAJB13",61.2146899911865,28.7257767696913,34.2186514613651,39.0251291077423,28.2177098810977,43.5917132265866,20.3623194287119,41.8937754488164,18.3274796687283
+"DNAJB6",61.3534684548175,243.298564846167,505.606780200955,576.345856120354,998.832531710015,311.3770921985,163.406153176159,93.7550177368296,68.8449773540673
+"MTMR9",285.320579769837,175.004110708657,111.7104237189,91.9160884923647,75.8749365599735,91.7395547291086,144.723360214178,212.729013274204,271.918971507339
+"ZSCAN9",18.0156774768145,65.8123074465908,101.238694603989,41.72417156514,76.800084863418,29.2809407348128,58.9659212748102,23.0368411422682,65.0159371667385
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+"UTP11",303.12898540523,375.646018268429,564.893856299746,321.169147601093,476.077949857238,653.47715894178,1405.18074751566,118.883855558127,155.304034669216
+"CCL26",12.98093142405,12.0004408437059,362.807884885355,22.4268019121494,591.05988559577,22.8722121234767,18.3374166087518,18.4128111522506,10.7420467485243
+"RAB2B",284.287922580696,408.493411663177,314.00658416876,462.503348346774,453.299418409911,388.468282327806,78.2323555731683,368.621139994026,248.536511902853
+"CPED1",13.3593971335493,15.956960871375,60.6992590232156,31.7805238447156,16.4682003453471,14.4515767248232,6.92414290357098,13.313758506828,6.01662107864643
+"SNAP25",65.038766907283,37.7679088209307,38.9725925200496,47.6747675754551,49.990411582633,47.8959910282854,22.5280494382269,48.1731714217455,17.5923279663656
+"MMAA",12.2827270254307,20.2266641465454,16.2058973230155,23.8286035288183,24.8175019393916,12.9892299512142,44.6184966515404,10.9055377073732,42.8465161955035
+"PPM1D",85.3390414028735,393.790773737289,273.902191706498,112.444126973393,332.268104397564,126.429472050012,50.5447554501128,50.9821036957053,102.273743311785
+"LOC101928144",60.0321736074959,32.5743503177888,20.3394956412814,27.6314525565485,25.9888969948366,22.2493918832545,16.7138536108773,28.3680484455119,13.3161211853532
+"ETS2",12.770481353708,12.3683659007286,12.1264385656918,13.8890161279988,11.8425306443136,14.7051948953232,109.946738654517,16.169229189694,37.1054320359645
+"KANSL2",459.392979749641,937.099870719244,282.135227043141,211.363653615397,279.687797187036,324.36694561527,220.739652384544,525.757239393203,566.485806875168
+"CD320",108.27865035476,193.436535412527,75.1945397853291,77.5878584042619,57.9497085378177,297.734377538494,113.69897987675,170.289656823964,89.8211631824071
+"TMEM237",15.9080930410211,18.3346459228514,15.0673207854541,15.2091118192926,12.5322278520312,26.919356163957,14.7775479835734,37.5133708400102,29.5996559140694
+"DLGAP2",23.5771266118879,18.9079296902733,22.6467324017625,30.7265205228271,23.7932262070809,27.8984100677887,64.9204907274071,24.515223341796,46.6341365354705
+"SLC35A1",392.644805269284,533.209250745233,605.671619042597,367.652121588456,422.389306304618,309.482066059394,68.5063350115843,654.571509674201,182.147767181158
+"ANGPTL2",25.1953221890976,22.0162141028369,27.7152093477867,34.8627869794575,21.8959630481789,36.4891844177632,56.1452084444695,29.7050435801895,51.4019968215872
+"KIAA1143",258.135723476177,784.11937611158,270.402560003479,232.654938359551,241.991489397135,332.657096380991,705.336310058492,273.75110918244,607.430904201932
+"MRGPRX1",11.3689333523464,11.6087602207205,10.3177607970639,10.6747102105161,20.6680016652106,9.99044541008997,11.5594872516472,9.58509678830423,8.08432880468004
+"SEMA6D",55.9466561155489,44.7068347073016,46.6835057242394,55.3725094369723,55.0893868290089,52.8531663986033,39.351412052853,53.7347325415418,18.6502233138736
+"JARID2.AS1",26.5803832280707,24.6919265526512,25.0783408607643,33.067750464865,28.4687945216652,27.0696438254363,95.0217913785131,29.2872128709477,32.657976530532
+"CSRP1",82.1008924895814,236.647685198111,524.091899407347,632.821365894963,666.886761535773,262.53919291592,199.433298491281,160.533435576639,293.288765676611
+"PACS1",40.5687515198763,79.7591428249991,45.2237587238551,51.1181599203767,69.4557389394517,42.0573778471121,55.3592502859678,83.6221365688541,341.011835140879
+"TRIM46",92.7910658029347,70.795929105714,51.4167672256561,68.2451681604115,91.008853820736,104.769429032745,24.4453812386315,106.630104768691,45.7862974567434
+"ANGPTL7",21.9680057027619,16.8907970133507,21.0386320895002,24.510601774516,20.3150639367895,25.3335087078237,48.732252393781,23.644225828706,60.6734944616535
+"ZNF671",122.424712684464,88.0492615850832,110.529142839874,66.5497342505477,75.127620306018,159.139041002978,54.7990318577165,158.748263441215,77.9593685452903
+"IQCF6",15.0823361047494,14.593282264318,19.7693290054622,23.5713502745388,17.4805963734844,19.5227312985186,50.8186800988585,21.1807680544607,26.3492136048184
+"ID4",14.9582344913462,15.1830791929968,13.006419894782,15.4136913271453,17.7340974100227,15.9956199094656,37.5622349324675,15.7510816620388,17.2690163067346
+"SLC52A1",26.2978873564127,29.0906776814913,28.6004313362086,40.1209121244077,24.1747740420408,31.7522297213489,57.8899497838091,27.6672624927089,63.0323261528416
+"PFDN4",58.3749700695301,40.8575275942434,29.8671567604391,35.0185271163444,45.4914337644568,46.8673721444596,96.7219884975304,50.4224390056935,49.8838012284333
+"RIPK3",46.6752226728219,102.738172056064,160.979257952778,180.582965660356,141.713216170176,80.0606819823322,39.2183653746919,80.3239326455771,109.157466081727
+"TMSB15B",67.4743374308286,92.1687640682966,31.517451977811,35.0268537428457,44.6441736006412,113.602360331707,30.2440827116974,119.61139277308,37.2993995271183
+"GCA",85.1663136370712,49.1851875995034,569.697000460828,452.72494795387,509.824890631383,202.902945735411,153.150259368699,185.49776574837,49.6345394220558
+"NCK2",312.451834412974,375.287258650445,291.552927743756,130.205853756872,996.453380976622,533.108731064368,874.833102002537,1564.06851841433,1518.43138287352
+"C7orf25",15.9129344768674,23.10679081488,40.0631790568079,27.4490535404535,85.8262464853861,27.9381773659783,18.0772021412187,21.9743715365095,18.6477931304727
+"ZNF766",190.144447431137,234.873884571293,140.071244281447,54.6428186794086,139.169089197336,222.591393236972,185.250547996279,356.919521335973,278.544303198017
+"MSANTD2",242.741673653024,188.759441796568,110.410915699641,52.2854455097852,120.045498851866,69.3210210775032,17.7897212518596,204.108435806799,53.0914632900677
+"MRPS25",102.526070709402,40.8205721916905,77.4795677385192,22.3795636152219,42.5841013536536,69.5556594293656,127.709895037223,75.7062236022644,241.841077222013
+"WDR75",255.797082607471,139.329892152298,160.467352842512,71.9145357374296,101.357778529949,274.893122012652,396.316438845458,224.393332669264,213.836156256841
+"RBMS2",56.8636184090421,41.4667909919154,108.279626048692,48.2659376186894,75.4338680338409,62.7137985245387,16.8686252811977,58.5726393384223,73.0010343227694
+"PRRG1",14.2300714438452,15.3336632875452,27.8207228504197,31.5262463133006,43.9401533613983,14.3638939351979,11.0458344109031,12.8115133690313,7.91491578436951
+"C12orf45",128.75610237562,142.061321432746,210.891187450743,149.353423763018,276.987872272312,205.684461658985,1041.80857387342,122.085580180077,169.703440079267
+"THOP1",45.0689520634264,59.8702338404384,88.9582806878213,89.7818861629684,99.0159132432006,180.158511179685,80.4477964813175,72.1693822183678,47.9905685558795
+"LOC105370622",52.3441353070021,25.3928249759852,21.7636103651838,31.3470114210015,25.0065911427203,26.5851923577886,14.1009895155513,25.3189733234278,9.81414440955783
+"KIF15",11.1245494326111,15.5495454233724,9.66090940592832,10.4719593714307,10.7110387986687,509.121083192763,8.82643591453468,9.47912570412461,7.81139924794089
+"CFL2",20.1064015503261,151.625280074939,85.0151469121887,38.596831147193,127.030445480649,59.0482336976152,11.0570873744114,83.0900603624458,47.1911524928191
+"CHKB.DT",32.6081118468135,20.3697942079678,27.957394318749,32.7653264350944,29.2346416061611,34.8128977319265,18.7223418762807,29.7304830767076,11.5649249612645
+"CXCR1",129.223531739767,77.872605912162,69.190353182278,82.6316173029836,92.1437878240779,86.3550115006942,42.4914744269177,73.9182655489211,34.5973348178773
+"ST8SIA1",10.6215764417203,7.89995535383077,6.64124167851225,6.46135615629442,8.66047407290944,8.54061523430962,12.3031514170726,8.25634353185716,63.471740538175
+"ZNF317",24.5094125415512,28.564284746792,110.291821186165,79.6852336369173,27.6713763690575,26.5473877056026,155.887128464787,20.6056490191677,77.9165827358105
+"CRYM",95.9828668827647,48.4307184574024,52.1730185499341,80.3504110930627,56.2612031495998,69.9223612606897,40.128532705055,54.4813670919487,28.7005305242809
+"ITM2C",98.501104732767,146.497780786293,96.2922644473698,147.6346957546,78.9743087923382,292.690680557788,242.312328724461,257.748817752422,156.074929078616
+"PNKP",31.4633198600491,164.509775031547,208.232435713728,145.531939295732,154.301791286573,237.139470357502,82.3365446259395,127.783699236609,181.499907155573
+"MNX1",40.9908499608475,37.2611940073209,52.5343447653163,53.4434226705777,35.9996630960563,95.4451510244296,84.3170215269141,61.2739520410614,56.4723005719348
+"MFSD14B",302.922934613559,491.197871878379,863.702706359016,1203.68526857822,1449.20251572849,606.170990268003,380.013800002895,406.457021356796,227.6420868575
+"POLR2M",61.6924056891239,246.741059449109,112.642699211869,90.1645552888106,130.363167384081,93.218991506958,398.143308343926,160.299264969471,288.625208507374
+"USP16",333.470192385121,641.856064209638,259.321317942699,175.365422055005,356.731919455454,250.605453553315,1011.31204443325,620.142089776655,1088.94509548892
+"ZNF250",9.53301125697136,13.6840227251376,9.94377739459669,8.9252185713281,10.9329247964336,10.0237053027232,12.7546508362033,10.2523021674729,73.8704775935188
+"CROT",74.7347854802613,150.240556321131,85.4512090713492,88.3588661155442,74.0951136934202,88.3324119345206,27.1136982128185,154.458451198543,165.155819991821
+"HGC6.3",29.0644559847265,29.1736501581651,38.4778957729475,39.9123134625212,32.7551193437464,43.7624013683385,66.3913323853421,39.849369697655,37.4740370140243
+"FBXW4",231.301209534801,298.291074581472,191.542270742797,151.873305293263,161.560140997021,254.061331215655,83.822753015821,393.476046021979,465.178787462965
+"C16orf87",55.6633178908572,188.204263445694,65.0913982292637,97.6897302495384,212.638422997593,121.189844643313,263.869903725651,52.1166699786885,139.138899033266
+"CCDC91",291.41917545564,41.0703688784136,47.9872754806673,28.257501410944,17.1547417214203,20.6381249868945,26.5873761004301,129.581144942824,180.850528027874
+"FURIN",123.439045404929,213.789916639167,410.886465773402,647.686785762957,189.993203409438,254.04865219557,828.629573331888,160.872620591482,316.353884380268
+"PRXL2B",106.033549345444,98.8941652870762,881.827097673773,282.83003022326,326.176379294079,334.169209793452,45.2843925464142,193.30055907828,149.516666583641
+"SLC50A1",107.457993903204,161.86295177999,368.486511497703,330.176241106846,387.385461319717,224.245309712248,124.690176570477,121.209418782911,221.763481248201
+"TMEM114",37.648200400109,40.4183213507941,51.601174562597,53.6061269931275,58.8393743044342,63.14317938765,107.956327921263,61.9826701080602,46.4633573795862
+"LINC01723",52.0953608677538,32.9150959907178,29.5417216156279,36.7968279548546,28.1401965451928,32.2817973386157,21.3403362038452,33.9657781184109,12.9403344505413
+"NCF1B",39.6805742725119,49.0287814313936,383.139510960808,931.147236527298,115.352623034386,58.62507669941,76.8501675396495,111.482001570391,57.3304222619263
+"MUT",245.882798500631,315.498535891486,679.622591466558,554.583352523706,796.28937641175,553.352117397371,116.728092462721,454.869849414673,114.74667188008
+"KIAA2013",151.287816605929,385.193220132924,638.527524431398,597.207097069674,472.884485472077,189.366326439365,241.704663700266,180.857924185091,343.515288769427
+"PPP1R21",374.652170670812,265.12464981965,469.89577962896,144.709768225655,465.567809501151,282.101005902205,72.7416628206399,557.769021862906,226.384362935416
+"NUDT1",85.6217845656977,150.946448187037,172.658912915618,110.281959775084,101.1429182743,723.805369470847,365.409669257556,194.809739980594,275.25271807323
+"PPP4R4",9.22062152371783,9.24882761094843,8.52974729242445,9.75088388318646,8.0119143591716,11.3570087694514,96.7346938996502,10.1918002333081,12.6338855242076
+"UNKL",18.5677358676328,23.8422006750217,27.2960256054735,29.10060012095,23.2703499227188,25.4434252963674,49.1672752142895,25.8444214223884,72.4884884144033
+"LIG4",111.722581167542,88.2460929432467,104.085839619228,116.982182489679,200.225234627337,55.8715523516624,36.6189875850987,46.1655253797613,21.7533170247522
+"PCDH7",31.3894533637222,20.3495078722425,26.2721797894191,33.7820155104306,29.279367836943,28.0040775150035,14.2809544675941,21.1248764701236,10.6949252944593
+"MCUB",1473.80199875207,512.452331278699,504.866100535666,412.268521743958,217.149451732833,675.020263035268,167.683799296155,2147.29843815938,448.956233355366
+"PARN",212.933775850142,383.525448642785,398.516321021629,316.009473783805,418.368232811775,546.39292776302,59.8845734217562,442.167445294194,191.951563344559
+"CYP2A13",22.6593410179238,28.5391013046992,35.9300490567822,44.0973941523529,30.0440416883403,65.8623461750309,37.9634841866483,38.5103678854386,20.4640033444431
+"SBDS",1570.37565811167,2096.58775251901,607.844294602472,293.454800803809,1062.99750843855,351.00213605952,2369.66022990478,1343.77324894976,3033.75423082654
+"PPP1R18",823.248974803298,1656.19289910933,1104.83100771386,1421.29567774048,1466.32481077936,375.458592896647,624.742990756428,428.430981354753,550.345386065334
+"ANKRD26",37.1058564105637,23.2805381068076,18.02873165834,16.7488890500293,19.130404848144,22.1008813781008,8.49268064194061,23.6005242152917,12.9798247546162
+"FOXO3B",61.0119104075911,85.3732088188528,148.454704238421,98.9870574399217,55.1121307218309,33.8322917175673,298.349386492416,38.8383767644392,254.60633395031
+"PSMD14",470.145663266625,718.520744857092,1208.62502196535,2053.97940405439,1564.04900420176,1280.06468512017,1153.12484347187,563.999080365704,287.356226513815
+"OMP",12.6204285900755,9.94858262864601,20.0654972031137,19.9453909930868,24.8672746892569,17.7949379852381,45.9426605237978,14.9949727986248,22.2036122654607
+"OPTC",46.8296710855954,32.6171313800981,44.5550174124229,64.3406229852009,40.8634469615276,62.586344079461,29.8200443879239,57.9009454219349,20.2672578364038
+"GTPBP10",6.11763485958238,6.65201305495842,8.15038381596337,7.94860948458363,8.35478961665262,8.72131088335788,23.7056903122823,8.16144722421875,12.3535690187482
+"ARC",21.656256872965,14.6443524923049,22.2759800410192,22.4861536791994,20.0269594695029,20.0208039125706,266.791797242078,18.1647046090391,15.6997534717564
+"ZBTB49",54.0186245290767,109.051174657826,60.7986759312509,49.207745008358,60.1553647567538,66.3483645823332,66.7094619463777,85.8178587741456,255.912268148518
+"MCM3",215.930017013322,442.271050076076,210.418245961741,182.601904223387,127.38274004195,740.690488049763,200.286587241322,407.365219712695,226.14863846825
+"AP4M1",27.9552821323348,41.6349446236427,85.1822539819879,50.3512084912686,67.9741358319989,88.1013975716443,35.0715065506607,43.2810021703296,25.7544174073037
+"SAAL1",120.401286725494,142.116770526008,110.934400420334,110.149031516691,125.956957118309,262.347275988114,268.428119420541,85.8454044743626,210.57224782415
+"CLEC5A",12.2396211650821,9.46324843282914,14.3019900537758,226.685688328358,8.52340567767746,8.8834495428603,8.2245714063641,8.78700795481223,6.81232847419554
+"FBF1",72.5406114084451,52.65995925485,36.6892879363299,49.0909948935747,32.5031131261571,53.801817323551,44.4302698943562,82.4385371642627,137.494633477386
+"GPER1",14.761352414024,13.4287396282955,18.5243369589337,21.6805432247011,14.4795012080779,23.2383221156934,50.1250546712839,17.1418985643267,20.6233958295081
+"SMIM4",32.082729901158,51.0211318906461,168.331340814169,122.83922455888,175.035288512286,71.4564828570261,272.442789750556,51.9122818881385,92.1467577900539
+"C1orf210",11.2559428221335,10.109508826063,10.7830470184769,11.8524138362635,9.51672049547694,15.7875237584958,8.56426834187316,11.6140721780924,7.57615842863172
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+"KAT2A",181.815073265567,130.891536062204,240.04398910888,112.822187156273,123.081063121977,277.821415184491,67.7719087761953,316.714695618117,100.171618554658
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+"ZNF592",260.274109852683,167.57998034307,196.691526879761,145.24890728738,206.413926396507,204.569747532451,42.1293280376518,331.40510133945,89.6033955744143
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+"DFFB",52.71344226023,180.785542602926,69.5580218726367,29.2175742464418,52.562354621046,83.6092698953335,26.3862605154362,165.950135825894,111.259367584512
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+"BFSP1",12.5090038459482,30.0625190921651,17.2633315068987,22.0197548181226,15.2390757403624,31.2657018932573,19.816345193168,19.2311615757905,78.8619238198009
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+"TTLL5",38.1390234819106,16.4188536748842,12.3806057638615,11.2421261207431,11.3122225252338,8.12571632581211,10.9740678829451,50.5804862097883,9.3273677523338
+"COLQ",34.9888902032326,230.853292745622,38.5255861027185,217.551099796956,32.7243923883384,43.6450761722267,41.3260336597986,48.2608024881967,62.3178692057568
+"LINC01350",9.25275505884763,10.3535599380875,12.152001096354,15.1722852962374,10.8041300068396,14.0058438201074,21.6267953793417,14.2506616577212,12.9760510915994
+"PUS7L",73.9049453275179,87.5582066067752,73.2586393161225,73.4477046496008,64.4173541408451,131.748981612549,50.8407532439735,78.8055864818342,43.3050689430281
+"ROBO4",74.1509874653565,53.0667209240208,64.6665168905811,82.129436813566,48.8716700396856,86.1320342587751,87.6271480511925,76.8266531052534,47.9356303943342
+"USP3",389.073524078481,190.888185019404,305.600268351947,84.7483279716495,143.369168897476,173.545001191525,129.029577242772,713.108603656835,307.328553101555
+"MRPS9",109.453099560377,317.811605896949,177.331620504919,105.934228142394,176.710321656902,465.427937025803,134.461981043331,231.625615545967,170.660988584731
+"KANK1",118.952188112544,70.4785823415479,69.9472289898385,82.8018731653055,73.9536013778439,102.608468898861,47.0762337617318,114.206582882136,27.6614619116447
+"PGP",99.0940822989703,253.903768897516,405.220120442633,435.877825252426,521.796877253257,344.423554697839,109.342010660836,185.148108425922,222.760326178344
+"ZNF768",33.3281654194247,53.8643746712409,131.059216327218,95.9489091966671,128.75520990942,70.8446007153784,107.371440890489,61.0245987968874,70.9829929090844
+"RXYLT1",129.393828614618,169.072416652726,242.016734939551,187.644799910747,181.022221886735,505.596616965591,82.5152288610202,345.152470384645,66.5960405647213
+"NSRP1",382.951532062911,268.751966324935,322.031499012868,225.466299592551,373.006510126181,314.261341207347,112.006954374098,436.020150529531,113.93782806143
+"KCTD17",115.524897560706,106.580596326811,136.385172879275,126.202921696311,126.656034029172,135.683454851383,267.425457733681,110.435484888654,237.613830243465
+"DPH1",96.0397005389228,96.7202454063231,60.4396332044145,51.8266414539989,86.7345566962195,96.1458711992162,230.879856815148,132.725153522938,166.820294488326
+"TCF15",61.0307324642656,38.4113828973046,103.141705763794,135.355856463949,49.9128196142163,109.115557275629,100.642475258048,98.5968738788564,54.4331831686672
+"EPHA5.AS1",36.1211019295544,32.6925385390896,39.2002785285072,57.6559062704508,30.6089680163327,62.9237174206212,52.6539186689037,47.6556710265611,36.3526089014893
+"PPP5D1",8.77083988491461,10.0556155976453,7.86978378734029,8.38298762659217,6.40677799632682,7.30215858036439,15.4638055879524,8.14439763486781,17.9582828157813
+"TRIM43",29.5466774074358,21.2619940376036,18.8110829267575,22.1300913302579,19.7866503988844,21.2398253773512,17.9819615533953,20.5221645451902,9.06208485540963
+"ETV5",43.9833930963489,30.6676879457257,119.530335933245,110.262659952613,107.312475899636,34.3407584989792,36.3067150720318,30.8145966104576,20.2776350824323
+"TNF",925.499884611646,172.368758231867,37.9633131442004,258.693321633648,46.9861938231882,366.452399301934,1119.9021741876,35.0108940919496,59.2917510897146
+"MPV17",126.099784506207,162.061939362623,671.559305657173,512.568318799047,571.42624934885,374.51507991612,240.644476607718,186.160476708288,165.688481375713
+"VPS28",527.578513704939,751.970106222641,915.091376019495,491.91099781458,670.092987861959,694.239191065404,240.32392996318,800.776041247801,432.451190815814
+"LRRCC1",21.7350121955187,42.1294740470296,18.1758508976529,18.9616486245196,12.8471727642034,29.3494385507225,10.8839814669935,22.7474196879524,8.86729148204238
+"SCGB2B2",33.8050529082629,23.1991654064921,24.5132182901582,29.5238917395239,23.8510355409301,36.4162888250522,12.9912198656575,28.1314887772364,15.3710146901236
+"DPYSL4",58.0634745059874,49.1864319941999,62.8794197768062,78.1685840587233,65.382652423859,69.0041392402738,121.819687633751,72.6811327839777,69.1736894026146
+"KLHL21",148.994988942856,205.81302832229,267.26442387694,203.874707942031,189.638161314609,144.456869378961,646.910581120653,197.582176516243,164.692038028134
+"SLC18A3",23.688796503735,22.1920494132807,32.5231930582726,39.7958476265423,25.5022034574003,45.1502790764067,46.421846367604,30.1933723951268,28.9957891879819
+"MOV10L1",78.2144899695857,44.0775154613939,50.7211306304086,60.6312222266226,35.1554876142216,56.8540414054181,35.2990144784166,52.3631143321632,21.5865382896563
+"DMTF1",881.875997906882,877.844746172827,447.80194989323,309.318861958057,328.926857149767,255.205568793049,189.65840525721,639.270185374052,403.870371064682
+"PRM1",39.6557454998382,43.7829573339965,44.4925228330831,52.5688037369294,43.6418544039948,43.8677558820855,72.4882120663775,44.6311167275038,64.7661688081093
+"PLEKHG3",15.9410085166898,287.214743853022,16.4539835367339,21.370859102737,15.9008997788025,19.8810906737604,12.1558342227823,18.3978847434751,87.5907125219057
+"ISLR2",29.4241941676908,22.6618934286485,25.084825551027,26.7491102659629,30.045572360626,36.6215005237706,66.5279650367765,26.9192815277572,36.1929425245375
+"C10orf88",78.5898994017557,66.2109075353554,79.2852724803959,85.9151411347175,85.294186011975,134.20094310756,20.1959905173685,90.2262299662985,45.3899816525529
+"TMLHE.AS1",7.49172010154201,7.75210171275377,11.2417053364248,8.52069139561611,8.51150056887757,8.59472810120342,7.78737985409456,8.22167873964435,20.9605475556157
+"RCOR2",127.295975632034,71.1714389659434,90.1372168622978,117.835995661973,81.7996633163382,135.817634463452,113.890491974445,98.8227980879885,54.4484660477211
+"PLRG1",68.9154237923001,83.2416409373747,124.151510149824,40.4091051885206,111.326249953664,86.38290924349,36.9997854519736,79.995336925181,24.5204831335974
+"CHRNA3",182.58203381537,57.7116230487896,65.5432815105502,78.5904441473156,82.0075311274534,64.3668516724515,64.1745113285713,74.1426101383059,46.1659893748975
+"DACH1",10.8604953407858,12.4670912672009,7.968256009338,7.45565963638911,8.41375028249676,22.4861380929908,7.87884962470249,7.66044392936059,6.67799493882692
+"FAM106A",55.1764984590134,20.8378785071724,16.7668875491494,18.0196989057438,14.3183813066607,16.3208240869562,21.6912456642975,27.5542890801298,24.3639729048033
+"UQCR11",834.22515193859,2063.48752344044,2334.24940498992,2304.25154067555,3231.69089868926,992.662168209445,1205.49838263305,1659.1999034794,2102.84675189231
+"TPD52",25.6345914513005,27.4303286027183,15.2677440365479,18.278091060485,19.9038553387923,43.7447506658859,17.7205748484894,31.4580425944986,21.669560680096
+"ALKBH6",57.0469954670411,220.728100804198,168.193133684957,183.8426259476,139.923551239196,300.676227969397,95.2570522651033,246.269132362897,349.224266358882
+"BUB1",11.6809604703564,14.7182628540941,13.2421181267076,13.036267897436,11.6596857446501,123.940166388275,10.6208623210985,11.9233109155648,7.3819936675199
+"CNTNAP4",106.421438539237,37.5212113488518,31.9723969283266,35.9871513087286,34.4514070268501,32.6919606953031,34.0810292352892,31.1057847817971,21.016936683752
+"RERGL",7.74960619462392,7.38440151833953,8.36463738839365,8.80476805818245,7.52618107435541,9.05225985917171,15.213545440718,8.24242583131532,8.94329521693796
+"POFUT2",47.0959795106878,40.7488234620871,39.1711342812182,52.4948140059365,42.4852308823769,51.6059675911466,17.9748583935028,46.7896976151248,28.1056933377292
+"SCRN3",46.0331416104931,171.056723369864,138.923417868324,144.723259899624,199.094216154185,119.895026191032,39.6777276611305,101.528503375546,70.501644272338
+"OR1C1",27.6063452522381,19.3981276242205,15.1262870808943,21.8311844394278,15.4350740584716,16.4989922159776,10.2463061584609,16.2055828000506,7.89483984598614
+"DIAPH2.AS1",16.0486495667148,11.7095400267175,9.10066519445425,11.891942602758,8.46087869154078,8.25866161601611,8.69542172832635,10.5951638979148,18.8356315254547
+"ACBD6",95.4229908223706,242.660587948393,230.328799231933,138.063389669758,203.878170193315,404.90650205258,390.072640019593,295.290268092104,294.212452597659
+"C10orf71.AS1",15.5491412489914,19.8510099031653,17.9795499028873,22.7786446054005,17.1708910259149,21.110926633965,35.7025075560547,21.0961232515722,27.0788956870437
+"YY1AP1",657.000655626223,809.718427275634,763.867711409045,555.30458588648,572.338560709699,684.904486246886,175.523878525229,628.074984768762,453.710739817778
+"ANKRD2",17.8992347024754,15.5841115049638,25.965444178107,25.974831766212,21.4389597397979,34.4716631309312,45.4415455733389,25.6787309371744,19.5839517012378
+"ERMARD",121.416190211095,180.179429184958,199.351824645403,117.381033052774,144.603433682279,253.013227397776,100.279680881494,368.163042261941,208.835403503123
+"ANLN",6.48466928678374,9.13485925022275,7.32437166228108,8.40062984882606,9.09622852761996,161.025459661524,7.68515575871269,6.7358826288222,10.9133074930384
+"RNASE3",89.5113672506882,73.0723145493793,53.7729233370728,59.7965357210856,64.9155634740633,76.3449592651178,45.7049811301792,65.8691030619396,29.7310600951216
+"DMXL1",268.768266727668,385.633346630467,842.639654329471,602.706786727109,667.248339552588,235.311333865471,105.299990793364,505.679681118207,254.765744968998
+"SLC6A7",76.3327361179666,55.3300951637097,71.0896191103413,81.1981526655392,103.752443218834,68.6220823357477,111.155690707814,68.4326542425113,62.0991880436992
+"IGDCC3",78.2606398237888,46.7520752422494,58.4427435161213,69.5146428525922,62.2235801368968,77.4831123326964,50.4322609603678,64.6434369521206,25.0718057114534
+"LINC02610",51.6395312590616,53.6395972584351,50.4585904365301,48.3897976082398,56.2986920340161,70.2591393965652,41.8284751319149,68.3005362253342,24.6075735232666
+"NMNAT2",28.1598159584009,16.2744682431671,11.0767289550049,12.1433578335082,10.6508081745268,11.3902696792971,9.93418077410763,11.2233931157686,8.83936050654276
+"TRIM14",425.118136884811,897.30895568977,872.025794325101,837.855998265596,484.069202633307,714.261723135876,52.3693756535059,1296.54629031014,247.610468496456
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+"UFSP1",39.1565567134071,22.5683337302653,35.3346815055376,33.6156583646288,32.8112238069699,58.1999899945477,104.297227685138,31.8713671281644,44.6568938004802
+"PRKG1",29.1479395764988,20.2056379898847,14.3788760072413,17.730293338967,16.5363164797586,18.3562569287876,11.8001721354863,16.2809953798522,9.78484840774572
+"ZNF85",105.663039067941,221.446440883701,104.879652475097,72.4402439696773,81.5895795011104,179.608149268315,77.4663843456098,196.297773641751,159.98124787586
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+"BCDIN3D.AS1",25.4298844232672,24.7171157620435,21.7672764225156,26.4649770907443,24.605185705297,25.1430715640962,89.225241746567,25.872920364572,41.4356600879554
+"SLFN12",24.5052336948084,125.47159629595,77.5655967591546,51.5351012157389,38.3580905429808,35.3351468591643,19.1745325230466,48.2093141412861,113.710723192131
+"SLC30A2",47.2593211187478,32.9070204694019,47.0045333811837,54.7158346003989,31.938972592247,58.2420002958233,28.7163503676505,55.0881458287594,25.0362138621941
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+"OR5L2",20.0137970702662,30.0425215059775,28.0190667764673,32.9504211547757,26.3883730444184,27.986516116323,59.4818247028142,28.7744211282031,33.5662392054055
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+"NPR2",57.236041808756,37.2066604628406,31.5116632577361,36.6381943666104,32.5884877254942,65.4593785110401,39.2199692693516,52.9475858209061,29.2247139765692
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+"JPH3",14.4029357398237,14.8167076114622,16.4516798814875,18.2732203224755,18.755437351743,17.6840400298361,35.9035974354121,18.7095246551634,21.8576440224439
+"COMTD1",52.3836978373574,122.48289690166,119.199964837677,131.475074127011,124.942110955039,234.236160393385,175.92564595308,110.123152080019,205.260469549969
+"MOCOS",12.7065899227184,13.2003840624848,14.2584771445665,13.5468732795511,41.2019867390095,15.5367085907422,18.8361798797618,13.1269969048812,10.1029660535632
+"RDH5",46.2730086430607,28.2435983410376,43.4330090071343,58.0992647003666,40.3831767530616,76.0905824110152,46.9419868160678,69.0139450919745,39.869662838781
+"CERS3",34.7998214780064,41.0390377759364,32.0039040430508,34.8205841324669,42.2498261535535,41.2117265229885,24.6484240050802,34.7607667443704,15.9762953080187
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+"NAT8B",22.9758447378281,17.2103615466714,24.0867192756349,24.3615580663497,28.9584704904929,25.7562204822007,42.0777599994512,22.0872055979493,26.4502966924702
+"KIF7",50.1722592912639,46.4249515685452,37.3226365575907,53.6018355388302,36.2500228648246,57.840655615117,29.9984904547391,40.8128626237324,21.854038485543
+"SEPSECS.AS1",15.1657716445461,26.0986449782447,18.4719337645508,17.3677264139456,12.1444436923716,14.5573818039088,17.9758613888898,21.8103497491177,37.2662952860719
+"TGM4",9.02944929126681,11.5141898491036,10.7170950483236,11.6052283097492,12.8015846426272,10.519746248168,21.7986139496123,11.3783779253755,19.3421397688597
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+"SNTA1",93.0196109009565,60.7582115978852,87.0526915736438,87.5764157171619,76.9976494812474,130.856338680946,99.2077553879852,118.936935586343,55.9604050548122
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+"DCAF12",193.818302174541,211.066747932286,452.253858082012,414.141509101027,282.608490605748,395.520592684925,120.195035632676,185.338526919181,43.5059404555165
+"TM4SF18",26.4728937642117,17.8936091010589,20.1381883794126,21.9158920887146,20.7655042481768,18.664332386538,10.8285149759465,18.8226128014157,9.68118400951791
+"TH2LCRR",16.329661723488,10.4748051328017,11.6438640894089,11.0666180664088,13.9755436497668,11.6774227811312,20.4522264522571,9.00552884415375,39.1701568444071
+"LINC00624",8.09234035864302,7.46191796753961,7.18727057807039,7.35586243718973,8.31422620572734,7.74003451624096,31.2671647694644,7.62437986718695,24.7791449435203
+"LOC100507250",19.1966544756046,16.2205181411594,16.4050603948288,19.0388112896436,11.4263007231672,23.1745593172367,30.6481587799497,37.5256719382708,24.7397239935979
+"CCDC87",45.5127545663042,32.5919213763675,36.0750377679056,43.8157758519299,42.254424203355,44.1592265994755,29.6491327331529,42.5287633552653,15.1636273253365
+"PRR12",63.1146056662827,103.332767169621,64.7529044365944,70.4063672107569,53.5695027711543,52.7669247216291,34.678257421346,74.2385177130399,154.505083929201
+"DNAJC10",347.071477874249,606.213638588088,528.372290906245,389.965449971811,504.585346550091,269.095788137533,77.9947980544902,385.287614639736,100.555487212956
+"CEP295",44.0662125947874,138.526674873463,75.2629013191682,50.4315443473795,82.1535777427632,92.6981730154472,156.248117732322,106.506376760921,365.171281406644
+"NEPRO",58.939585113858,31.0379743497848,33.8490866272769,18.2897950036851,21.4915629520898,31.3654640005791,144.294599999418,35.9269111874722,109.650113869682
+"PQBP1",76.1738547766634,64.2817143447469,102.237949744533,94.3261906025381,78.4999864572966,129.770441477618,115.438128042243,91.09784366812,161.065031807894
+"C8orf33",62.1002856722658,59.0366109724974,89.4891580568132,121.603799825367,109.769808924573,164.819942189738,461.6221051379,55.660617155348,78.2542661616766
+"RAMP2.AS1",30.4672419348849,24.316176656988,17.9515809623501,20.1778422406793,11.3844129965977,20.0214422814818,35.051602543515,33.7292655709388,40.421879519781
+"SLC25A3",4599.69982797224,4153.60986621526,6245.06555209548,5762.23586478335,6790.19363099492,4799.00632778636,3457.14763780212,5449.76762437681,2655.73227454291
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+"GPRIN2",81.4145080346124,55.0095043930833,54.9779039659533,61.6783813746167,43.4258896475664,67.4815403408574,46.0878000896636,66.9884283799504,31.2518892154031
+"NTRK1",8.79001117798225,10.0086154051394,11.2760197125031,13.1078439720289,9.99921611670215,30.8536443155933,21.5268526578216,12.2280885536119,12.03186600269
+"MUC4",27.1953671901412,25.4782891547467,30.8821437772146,36.0996138531028,27.21127214499,30.9594942736852,80.2156595905413,33.5739877922021,49.6651684651703
+"DOLK",69.0489705302006,53.5561927643395,162.895393905491,144.903235648121,148.434537020281,121.06457784891,308.148829322691,78.7417024617409,58.3771146185555
+"AQP5",36.4850619934756,28.5671062797507,40.6847437809963,47.206463449959,36.6336361290119,53.4677476942813,30.6810722864418,38.4544325860167,20.2676652380846
+"PCDH10",5.64637129154966,6.06331384440867,5.57512441225552,5.28266344620998,6.53221148529262,7.27635030367488,8.90536658268336,5.70888895345381,6.04470527953215
+"EEF1A2",28.2730378601736,24.7442772782244,28.6716892253999,34.3863957280582,40.23682319812,30.4859796113432,98.5842655593066,31.7869568412155,50.8510091545848
+"GPR153",358.240838534801,283.855620925223,209.631687792782,254.891949885911,212.291676918266,163.713899128993,92.1426062513291,183.875569553348,120.194202507063
+"C10orf143",79.3795236633885,154.812966441481,45.7668470271191,34.4741362420288,34.9383119308784,121.641946729701,34.5715887598448,310.799635164882,127.684978594502
+"LINC00470",26.1182983339963,17.4135808781723,14.3193887037795,15.9162769195682,23.6875404206158,15.3493323613539,12.7733408126689,14.7195942651833,9.43162592754875
+"RAB3B",24.3128986408921,20.4183375155408,19.9266598824037,20.7815232488977,22.3444634950553,20.4453378806898,16.1236950776379,22.0141616643906,9.59886282354832
+"HIST1H4A",18.9841697410686,12.7244509378219,14.3041810794704,13.049887820186,12.9514300611698,14.9130454410815,119.830969431638,22.0229678994921,26.4373927413345
+"RELN",94.279878875613,58.0411218601903,39.6230766018827,41.4150435327286,41.089802755465,59.3450996141948,56.6904965258926,43.6295896601189,24.856357648688
+"RGS1",34.1158675809942,1582.14981405718,56.5630495954581,177.136842788196,424.788382406686,619.761359826567,5279.54724789851,33.3271489766734,1043.24840531837
+"HYAL3",22.2323723940437,20.1386211046451,30.9160907268681,45.4429787403419,77.509997449949,41.3972778841619,29.6527499672344,29.6581560883506,22.3497532737413
+"DNAH17",10.1240315261784,10.2897177206828,11.6040941426624,12.2192048376269,11.6125226061584,13.7733061401301,23.4678537294368,12.0932323248397,14.5021409920863
+"ALX4",30.9884137000414,28.4829663883211,38.0377498509406,37.7695450263417,31.6900603048935,36.7224905056946,67.7043206821773,41.1381211543612,45.9836155478057
+"PCMT1",372.593320237495,605.820463368279,958.360741343764,1243.28299204503,682.030288712848,667.930414855067,457.89166701426,273.820376624827,216.806545075933
+"FADD",144.240450742744,109.253485776372,318.874959418842,285.860010002932,342.145224301602,465.904353143356,191.563448247531,190.200469869734,128.954114922667
+"KLF16",130.033722036759,117.505379831544,170.299099949421,122.325299090497,87.0764085526265,70.5910805536828,200.337335333873,78.2645998923317,109.148160029085
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+"GNAT1",19.550424118964,18.4468234509331,22.6590111888991,23.8859027778599,20.5881672147944,27.2113947444738,40.5799589337765,24.5062188871633,22.8794267443502
+"HS3ST4",29.1214240389188,20.3206056955978,21.1102535276493,28.5275115252548,19.0947020037834,30.1669513283617,17.0845814625825,23.9710134560647,12.357765523715
+"IRX1",7.21578823604599,7.85092694226951,9.49172300977937,8.97764780415639,8.28030551943378,10.392140961636,15.7119953207708,8.64424522503628,10.1399279774823
+"TFPT",54.9394666596283,128.99429937191,268.498645497421,299.367334514728,395.305988357535,282.123884719382,174.894365370421,146.663696876784,251.410919274706
+"COX7A2",3389.79896437435,2935.28525933339,3049.60780207793,4194.73367192004,4082.80231461066,2415.93680090785,2350.24183595844,3563.99105348839,1524.14664252106
+"XYLB",5.80580452966766,6.96607014380282,6.61321589245367,7.11581251761817,6.97706125588852,6.82623934587591,12.0371671473831,6.2737150328127,8.14712475495133
+"SMC1B",9.88744661427687,10.55743529512,9.48033474020575,10.2900493774581,9.95467351207096,9.80441125066856,23.0556350639614,10.7307573769198,16.774019113806
+"DPP10.AS3",37.8238155461273,17.7376748416343,12.2643596128247,12.0461147337603,14.2668012473892,15.5610337558575,12.1981250003114,13.6229382683574,9.08470709190832
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+"TSSC4",70.4750650831098,134.170947186106,87.002261672411,90.3615742498896,93.7975282326333,139.067548969263,304.939451358038,105.530045686319,121.7174327581
+"YJU2",118.46450128373,193.612327068084,160.62559631178,134.103864307544,129.893911599673,238.573997482051,315.365602257056,137.495920087643,251.610706040433
+"LOC101927157",30.6777548919962,33.5289174872554,33.9823566345078,41.2927042994549,31.2034793298005,37.0789632294876,70.3708239467016,34.5766932980993,55.6504712772009
+"TMEM267",578.621451607284,109.965144734184,67.9883663777323,31.3625943353138,58.6771136127891,57.135717471218,142.736649207394,340.031831996037,126.98713187545
+"NBPF4",14.7117299730756,11.3802591042683,10.3095395883141,11.0332544764145,10.0565217412787,13.1900213985111,8.23890724258675,10.0823986605799,7.54410889154477
+"ASB11",11.9225423316686,11.9734541362595,14.1467524628879,14.6220025157347,12.2661109451518,14.5553638621544,24.4560245421278,13.4813119889401,19.4261284353975
+"GPBAR1",51.1186559765015,37.5634586517908,44.8313798752953,319.996430059658,42.4828750662545,37.8409394298157,30.725210723679,46.0982155413412,37.658809814636
+"ZNF569",31.8006202614393,56.6418507277594,22.1713083129386,12.1246819629317,26.3669903570276,28.6014820438505,22.1988263758677,29.5043547023484,25.2900765717658
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+"EPHA5",30.8217527232704,20.8552904564258,19.057751368136,24.2138906025401,19.1971933804992,26.9184978601524,14.5237288895682,21.2917555083749,10.444155951167
+"MST1",112.492421375748,89.8888022217334,108.598171347028,108.406653864723,98.2479227659742,145.030447570599,37.935561849824,143.920171436101,77.4989575768984
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+"LRRC61",52.2631798446626,60.655917741519,65.4916012577483,126.461857045781,81.7369496976243,108.663604606395,60.0389149893476,95.3544260296907,58.8449416310895
+"OSBPL10",64.4339440145341,43.6099823072603,60.5107264640986,67.5367569935307,64.8444861735445,66.7529643512276,140.6218042494,61.5010441807745,87.4276369297001
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+"TMSB15A",11.8735299439001,19.5777694647508,10.6888223013915,12.8831412645071,10.7033907621472,20.7335751379188,8.33697205820298,10.4871444929291,7.11391383339962
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+"RRAGA",453.702877677896,586.031742362395,705.889719519729,666.106938688424,823.765559411389,584.329372147569,995.109861676325,405.808423027604,325.991717495938
+"ZNF45",144.484908463885,215.939147154573,134.150349220024,57.9342058884588,182.830696132827,167.110085968527,70.8296005015136,274.660379014627,86.2100406038517
+"TRIM10",36.2741272858777,37.4792583573845,35.8374231343012,37.8760111859362,34.3204603707089,44.0367471323864,29.6975086080131,37.9517629838345,20.2140640431155
+"LOC100132356",39.2337138013776,18.7830572601163,17.5882739044403,16.4479456802115,19.3121381969169,23.3772447783684,50.5720725764962,41.2551408123427,66.9011683063435
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+"SDHAF3",52.7996697218956,105.722416795949,41.7451879569251,24.4344123003292,38.5426269594966,140.244462746836,20.6719416816603,61.1401420922577,31.3418296992414
+"LINC01020",6.63406432129021,6.98246046536195,6.62496576798824,7.05671624753324,6.95352008881836,7.47838631919826,11.6847827024868,6.69053695366371,8.01801713154994
+"ADAMTS9.AS2",29.756851884486,24.5675229762186,22.6416626707615,27.4002851114918,25.2746988973963,29.6888642737195,14.763224950318,22.5819943564197,11.7391577668635
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+"HAGLR",33.009079439829,17.8974047924212,18.2586095668239,24.5956793712619,17.8868012017931,28.3048819191796,12.5769090645411,21.809850868003,10.4907469677494
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+"GPR150",30.9397578399966,24.5378425016424,28.6796398077531,31.855012534239,29.188112209415,32.9036334465658,67.449881338708,32.9605634496141,44.7581189402584
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+"HSPBP1",163.034898053832,158.829435671436,147.994320382601,154.879136065996,127.198866125439,330.940947982524,288.792506925582,164.159450883736,97.2034422801519
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+"MRPS21",669.94785574806,832.361542659962,1159.0435018209,514.002476422842,872.518553905505,904.740347111227,1705.58034211394,1611.80332595,1165.18676159622
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+"CKAP2",53.624039628288,119.942363773799,150.395229960642,46.2005781371456,136.75502168922,363.338894345997,19.3519159049059,88.0092952895378,52.1489753104682
+"RUBCN",533.441405352572,467.919972766706,284.747230523887,373.361666066808,525.276051463368,167.285547493052,87.7446646917767,296.298189364594,165.666374898623
+"SYNGR3",19.7811582793357,75.1770292077221,14.5664458110665,20.8869219958261,23.0346536408899,121.072717932926,24.5330806295752,18.2502079803014,31.429251302133
+"NR2F1.AS1",55.883249192986,25.4045059021298,26.5361469241988,31.2795640386778,25.6133845856216,31.9334163349903,19.8332128707464,32.3291349541742,16.5745236164179
+"PREX2",11.8600238009046,12.4423190432396,16.4044577364667,16.8900828521409,15.0082202502264,18.1995894364585,29.9337682368786,17.646436846058,23.6526020544885
+"MYO10",17.4542565178982,14.7996433059242,56.6577733572694,61.451954857199,26.8500803419902,12.3933130219959,12.7849977360813,14.0908428054804,10.3472285774127
+"RNF26",45.5047738656081,55.003137104575,86.3162330473778,82.0909626437465,56.6927953216825,82.4533382810668,146.031369252248,60.0721752265806,92.1955683598193
+"C2orf81",92.891713490125,69.9918967563388,81.6378905618033,115.164878572236,93.648825768793,125.929371219286,71.3422346065003,113.198262191243,49.3826037159403
+"GMPPB",71.1923342542119,117.250803573529,249.688575146274,209.004399378743,211.945349362859,497.035814363853,168.159269850214,135.082127837645,110.265908201161
+"VPS33A",25.1246048288994,25.767229117184,32.323398797839,27.8786635944347,43.0553765311275,34.6761302000246,60.7625495341907,34.137322441362,63.1852539829524
+"FOXC2",14.2820879255528,15.5640271827908,22.2329117613047,22.9088240599839,18.600313082172,28.0803108246659,37.570007529468,19.8545533348043,17.4593990820238
+"GLB1L3",62.833585393298,25.5208946605894,22.4938545873043,34.9897754288773,28.2044226522444,25.9908335860345,30.8419055712574,29.2113878912661,16.6645043142066
+"NUTM2B.AS1",98.9511109660777,51.1280287986437,42.9299920349036,32.980663091362,49.2313023642048,58.088553511002,11.8352559408758,45.3729953853103,33.9528435476608
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From fce065ddcfc8fcd3d6cb51bbf0eaffcdaf1b4e6d Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Fri, 31 Jan 2020 18:31:45 -0300
Subject: [PATCH 46/52] Score

---
 Score.py | 54 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 54 insertions(+)
 create mode 100644 Score.py

diff --git a/Score.py b/Score.py
new file mode 100644
index 0000000..f023c09
--- /dev/null
+++ b/Score.py
@@ -0,0 +1,54 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+import numpy as np
+import pandas as pd
+import os
+
+from sklearn.preprocessing import StandardScaler
+from sklearn.preprocessing import scale
+from joblib import Parallel, delayed
+
+# Function Score
+# Main Function
+# @method Score
+# @param [DataFrame] Signature
+# @param [DataFrame] Expression
+# @param [int] num Cores
+# @return -------
+def Score(X, Y, cores):
+
+    print('Normalizing data')
+    
+    # Intersection between X and Y
+    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
+    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
+    
+    # Ordering by GeneSymbol
+    X = X.sort_values(by=['Gene symbol'])
+    Y = Y.sort_values(by=['Gene symbol'])
+
+    # Slice Gene symbol column
+    X = X.iloc[:, 1:]
+    Y = Y.iloc[:, 1:]
+    X.reset_index(drop=True, inplace=True)
+
+    out = list()
+    print('Processing...')
+
+    out = Parallel(n_jobs=cores, backend='threading')(delayed(linearDeconv)(X = X, Y = j) for i, j in Yn.iteritems())
+             
+    #out = [x.recv() for x in pipe_list]
+
+    print('_____________________________________________________________________')
+    
+    print('Finish Svm')
+
+    return pd.DataFrame(out)
+
+def linearDeconv (X, Y):
+    svr = LinearSVR(random_state=0)
+    model = svr.fit(X, Y)
+    score = model.coef_
+    score[np.where(score<0)] = 0 
+    return (score/sum(score))

From bf118e2eb78a54b36c87072d65ef0085e1dc91ed Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Wed, 19 Feb 2020 09:30:25 -0300
Subject: [PATCH 47/52] Clear branch

---
 .gitignore                                    |     12 -
 .~prueba_dash.py                              |     31 -
 Generate betas til9 by CSV.ipynb              |    836 -
 Generate betas til9.ipynb                     |    446 -
 Generate betas til9.py                        |     91 -
 Mixture/.pypirc                               |      8 -
 Mixture/LICENSE                               |     21 -
 Mixture/MANIFEST.in                           |      1 -
 Mixture/Mixture.egg-info/PKG-INFO             |     28 -
 Mixture/Mixture.egg-info/SOURCES.txt          |     14 -
 Mixture/Mixture.egg-info/dependency_links.txt |      1 -
 Mixture/Mixture.egg-info/not-zip-safe         |      1 -
 Mixture/Mixture.egg-info/requires.txt         |      6 -
 Mixture/Mixture.egg-info/top_level.txt        |      1 -
 Mixture/Mixture/Mixer.py                      |     72 -
 Mixture/Mixture/Utils.py                      |     47 -
 Mixture/Mixture/__init__.py                   |     89 -
 .../Mixture/__pycache__/Mixer.cpython-37.pyc  |    Bin 1907 -> 0 bytes
 .../Mixture/__pycache__/Utils.cpython-37.pyc  |    Bin 2122 -> 0 bytes
 .../__pycache__/__init__.cpython-37.pyc       |    Bin 2180 -> 0 bytes
 .../__pycache__/nuSvmRobust.cpython-37.pyc    |    Bin 3025 -> 0 bytes
 .../tuneSvmForDeconv.cpython-37.pyc           |    Bin 1359 -> 0 bytes
 Mixture/Mixture/nuSvmRobust.py                |    118 -
 Mixture/Mixture/tuneSvmForDeconv.py           |     58 -
 Mixture/README.md                             |     15 -
 Mixture/build/lib/Mixture/Mixer.py            |     72 -
 Mixture/build/lib/Mixture/Utils.py            |     32 -
 Mixture/build/lib/Mixture/__init__.py         |     76 -
 Mixture/build/lib/Mixture/nuSvmRobust.py      |    118 -
 Mixture/build/lib/Mixture/tuneSvmForDeconv.py |     58 -
 Mixture/setup.py                              |     33 -
 MixturePy.py                                  |    445 -
 MixturePy.spec                                |     33 -
 NewmanFL TIL10.ipynb                          |    943 -
 PRUEBA.py                                     |     75 -
 README.md                                     |     61 -
 Score.py                                      |     54 -
 Test Beta List.ipynb                          |   1434 -
 Test Beta Noise List.ipynb                    | 180798 ---------------
 Test Dash.ipynb                               |   3625 -
 Test read rds.ipynb                           |   2070 -
 Untitled.ipynb                                |    572 -
 betas.list.rds                                |    Bin 4317758 -> 0 bytes
 biconductor.py                                |     10 -
 cellines.ipynb                                |  15692 --
 celllines xlsx.ipynb                          |   4443 -
 data/TIL10_signature.xlsx                     |    Bin 0 -> 28578 bytes
 data/TIL9_signature.xlsx                      |    Bin 0 -> 1619908 bytes
 hook-scipy.py                                 |      2 -
 hook-sklearn.py                               |      2 -
 pyread.py                                     |      7 -
 read celllines.ipynb                          |    988 -
 requirements.txt                              |      7 -
 53 files changed, 213546 deletions(-)
 delete mode 100644 .gitignore
 delete mode 100644 .~prueba_dash.py
 delete mode 100644 Generate betas til9 by CSV.ipynb
 delete mode 100644 Generate betas til9.ipynb
 delete mode 100644 Generate betas til9.py
 delete mode 100644 Mixture/.pypirc
 delete mode 100644 Mixture/LICENSE
 delete mode 100644 Mixture/MANIFEST.in
 delete mode 100644 Mixture/Mixture.egg-info/PKG-INFO
 delete mode 100644 Mixture/Mixture.egg-info/SOURCES.txt
 delete mode 100644 Mixture/Mixture.egg-info/dependency_links.txt
 delete mode 100644 Mixture/Mixture.egg-info/not-zip-safe
 delete mode 100644 Mixture/Mixture.egg-info/requires.txt
 delete mode 100644 Mixture/Mixture.egg-info/top_level.txt
 delete mode 100644 Mixture/Mixture/Mixer.py
 delete mode 100644 Mixture/Mixture/Utils.py
 delete mode 100644 Mixture/Mixture/__init__.py
 delete mode 100644 Mixture/Mixture/__pycache__/Mixer.cpython-37.pyc
 delete mode 100644 Mixture/Mixture/__pycache__/Utils.cpython-37.pyc
 delete mode 100644 Mixture/Mixture/__pycache__/__init__.cpython-37.pyc
 delete mode 100644 Mixture/Mixture/__pycache__/nuSvmRobust.cpython-37.pyc
 delete mode 100644 Mixture/Mixture/__pycache__/tuneSvmForDeconv.cpython-37.pyc
 delete mode 100644 Mixture/Mixture/nuSvmRobust.py
 delete mode 100644 Mixture/Mixture/tuneSvmForDeconv.py
 delete mode 100644 Mixture/README.md
 delete mode 100644 Mixture/build/lib/Mixture/Mixer.py
 delete mode 100644 Mixture/build/lib/Mixture/Utils.py
 delete mode 100644 Mixture/build/lib/Mixture/__init__.py
 delete mode 100644 Mixture/build/lib/Mixture/nuSvmRobust.py
 delete mode 100644 Mixture/build/lib/Mixture/tuneSvmForDeconv.py
 delete mode 100644 Mixture/setup.py
 delete mode 100644 MixturePy.py
 delete mode 100644 MixturePy.spec
 delete mode 100644 NewmanFL TIL10.ipynb
 delete mode 100644 PRUEBA.py
 delete mode 100644 README.md
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 delete mode 100644 Test Beta List.ipynb
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 delete mode 100644 Test Dash.ipynb
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 delete mode 100644 hook-scipy.py
 delete mode 100644 hook-sklearn.py
 delete mode 100644 pyread.py
 delete mode 100644 read celllines.ipynb
 delete mode 100644 requirements.txt

diff --git a/.gitignore b/.gitignore
deleted file mode 100644
index 6cb3c1a..0000000
--- a/.gitignore
+++ /dev/null
@@ -1,12 +0,0 @@
-#Ignore all file xlsx/xls
-*.xlsx
-*.xls
-
-#Ignore dist and build folder
-build/
-dist/
-app/dist/
-app/build/
-data/
-
-MixturePy.spec
\ No newline at end of file
diff --git a/.~prueba_dash.py b/.~prueba_dash.py
deleted file mode 100644
index 73acb73..0000000
--- a/.~prueba_dash.py
+++ /dev/null
@@ -1,31 +0,0 @@
-import dash
-import dash_core_components as dcc
-import dash_html_components as html
-
-external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
-
-app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
-
-app.layout = html.Div(children=[
-    html.H1(children='Hello Dash'),
-
-    html.Div(children='''
-        Dash: A web application framework for Python.
-    '''),
-
-    dcc.Graph(
-        id='example-graph',
-        figure={
-            'data': [
-                {'x': [1, 2, 3], 'y': [4, 1, 2], 'type': 'bar', 'name': 'SF'},
-                {'x': [1, 2, 3], 'y': [2, 4, 5], 'type': 'bar', 'name': u'Montréal'},
-            ],
-            'layout': {
-                'title': 'Dash Data Visualization'
-            }
-        }
-    )
-])
-
-if __name__ == '__main__':
-    app.run_server(debug=True)
diff --git a/Generate betas til9 by CSV.ipynb b/Generate betas til9 by CSV.ipynb
deleted file mode 100644
index f76ef8e..0000000
--- a/Generate betas til9 by CSV.ipynb	
+++ /dev/null
@@ -1,836 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import os\n",
-    "import sys\n",
-    "import Mixture\n",
-    "import multiprocessing\n",
-    "from joblib import Parallel, delayed\n",
-    "from random import seed\n",
-    "from random import sample \n",
-    "from random import randint\n",
-    "\n",
-    "#Library to read RDS format\n",
-    "import rpy2\n",
-    "import rpy2.robjects as robjects\n",
-    "from rpy2.robjects import pandas2ri\n",
-    "from rpy2.robjects.conversion import localconverter"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lines = [2, 6]\n",
-    "cpu = multiprocessing.cpu_count()\n",
-    "rango = 1000"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dataFrameSignature = pd.read_csv('data/yourCSV.csv') "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def createBetas (X, a, b, n):\n",
-    "\n",
-    "    ns = randint(a, b)\n",
-    "    r = np.random.uniform(1, 0.2, ns)\n",
-    "    rn = r/r.sum()\n",
-    "    id = sample(range(n-1), ns)\n",
-    "    betas = np.repeat(.0, n, axis=0)\n",
-    "    for index, i in enumerate(id, start = 0):\n",
-    "        betas[i] = rn[index]\n",
-    "\n",
-    "    vector = X.to_numpy(copy=True)    \n",
-    "    vector = vector.flatten()\n",
-    "        \n",
-    "    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]\n",
-    "\n",
-    "    return betas, id, A"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "X = dataFrameSignature.iloc[:, 1:]\n",
-    "\n",
-    "subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))\n",
-    "\n",
-    "# Getting expression matrix\n",
-    "vector = [x[2] for x in subjects]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
-    "Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])\n",
-    "\n",
-    "# Getting Real Betas Matrix\n",
-    "vector = [x[0] for x in subjects]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
-    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "\n",
-    "X = dataFrameSignature\n",
-    "\n",
-    "vector = [len(x[1]) for x in subjects]\n",
-    "ids = pd.DataFrame(np.column_stack(vector))   "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>V10</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
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-       "      <td>0.215948</td>\n",
-       "      <td>0.535272</td>\n",
-       "      <td>0.145751</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.264716</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.376840</td>\n",
-       "      <td>0.252751</td>\n",
-       "      <td>0.155439</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.175348</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.146273</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.129230</td>\n",
-       "      <td>0.183752</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.227507</td>\n",
-       "      <td>0.296282</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.109081</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.304872</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.082980</td>\n",
-       "      <td>0.353891</td>\n",
-       "      <td>0.073859</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.119712</td>\n",
-       "      <td>0.336865</td>\n",
-       "      <td>0.157087</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.234765</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.072633</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.079687</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.216050</td>\n",
-       "      <td>0.111002</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.225321</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.263963</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.377477</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.071418</td>\n",
-       "      <td>0.263163</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.228725</td>\n",
-       "      <td>0.273737</td>\n",
-       "      <td>0.115481</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.126537</td>\n",
-       "      <td>0.364723</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.349242</td>\n",
-       "      <td>0.225838</td>\n",
-       "      <td>0.264335</td>\n",
-       "      <td>0.092221</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.092616</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.315524</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.237616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.158002</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.163713</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.278139</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.147236</td>\n",
-       "      <td>0.250998</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.168081</td>\n",
-       "      <td>0.250045</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>0.436054</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.199695</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.263115</td>\n",
-       "      <td>0.256863</td>\n",
-       "      <td>0.279624</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.136043</td>\n",
-       "      <td>0.071194</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.232688</td>\n",
-       "      <td>0.123061</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.735665</td>\n",
-       "      <td>0.197026</td>\n",
-       "      <td>0.478028</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.208382</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.119498</td>\n",
-       "      <td>0.394620</td>\n",
-       "      <td>0.464728</td>\n",
-       "      <td>0.127643</td>\n",
-       "      <td>0.206366</td>\n",
-       "      <td>0.109544</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.095896</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.146184</td>\n",
-       "      <td>0.269459</td>\n",
-       "      <td>0.218292</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.227104</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.173244</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>0.563946</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.159484</td>\n",
-       "      <td>0.233892</td>\n",
-       "      <td>0.151817</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.263035</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.173549</td>\n",
-       "      <td>0.201700</td>\n",
-       "      <td>0.295997</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>9 rows × 1000 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         V1        V2        V3        V4        V5        V6        V7  \\\n",
-       "0  0.000000  0.502811  0.454752  0.167258  0.000000  0.215948  0.535272   \n",
-       "1  0.000000  0.000000  0.000000  0.129230  0.183752  0.000000  0.000000   \n",
-       "2  0.000000  0.119712  0.336865  0.157087  0.000000  0.000000  0.000000   \n",
-       "3  0.000000  0.377477  0.000000  0.071418  0.263163  0.000000  0.000000   \n",
-       "4  0.000000  0.000000  0.000000  0.315524  0.000000  0.237616  0.000000   \n",
-       "5  0.436054  0.000000  0.000000  0.000000  0.199695  0.000000  0.000000   \n",
-       "6  0.000000  0.000000  0.208382  0.000000  0.119498  0.394620  0.464728   \n",
-       "7  0.563946  0.000000  0.000000  0.159484  0.233892  0.151817  0.000000   \n",
-       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "         V8        V9       V10  ...      V991      V992      V993      V994  \\\n",
-       "0  0.145751  0.000000  0.264716  ...  0.376840  0.252751  0.155439  0.000000   \n",
-       "1  0.000000  0.000000  0.000000  ...  0.227507  0.296282  0.000000  0.109081   \n",
-       "2  0.234765  0.000000  0.072633  ...  0.000000  0.079687  0.000000  0.216050   \n",
-       "3  0.228725  0.273737  0.115481  ...  0.000000  0.126537  0.364723  0.000000   \n",
-       "4  0.000000  0.000000  0.158002  ...  0.163713  0.000000  0.278139  0.000000   \n",
-       "5  0.263115  0.256863  0.279624  ...  0.136043  0.071194  0.000000  0.232688   \n",
-       "6  0.127643  0.206366  0.109544  ...  0.095896  0.000000  0.000000  0.146184   \n",
-       "7  0.000000  0.263035  0.000000  ...  0.000000  0.173549  0.201700  0.295997   \n",
-       "8  0.000000  0.000000  0.000000  ...  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "       V995      V996      V997      V998      V999     V1000  \n",
-       "0  0.000000  0.000000  0.000000  0.175348  0.000000  0.146273  \n",
-       "1  0.000000  0.304872  0.000000  0.082980  0.353891  0.073859  \n",
-       "2  0.111002  0.000000  0.000000  0.225321  0.000000  0.263963  \n",
-       "3  0.349242  0.225838  0.264335  0.092221  0.000000  0.092616  \n",
-       "4  0.147236  0.250998  0.000000  0.000000  0.168081  0.250045  \n",
-       "5  0.123061  0.000000  0.735665  0.197026  0.478028  0.000000  \n",
-       "6  0.269459  0.218292  0.000000  0.227104  0.000000  0.173244  \n",
-       "7  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "\n",
-       "[9 rows x 1000 columns]"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "betas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
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-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>ARID5B</td>\n",
-       "      <td>33.237687</td>\n",
-       "      <td>70.004221</td>\n",
-       "      <td>1056.257283</td>\n",
-       "      <td>75.998576</td>\n",
-       "      <td>606.757172</td>\n",
-       "      <td>1079.703404</td>\n",
-       "      <td>1099.903693</td>\n",
-       "      <td>520.480681</td>\n",
-       "      <td>539.262485</td>\n",
-       "      <td>...</td>\n",
-       "      <td>995.897857</td>\n",
-       "      <td>810.997562</td>\n",
-       "      <td>82.125528</td>\n",
-       "      <td>498.925694</td>\n",
-       "      <td>693.335024</td>\n",
-       "      <td>1559.405389</td>\n",
-       "      <td>42.868952</td>\n",
-       "      <td>558.271228</td>\n",
-       "      <td>26.015060</td>\n",
-       "      <td>439.750067</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>ZNF460</td>\n",
-       "      <td>26.172333</td>\n",
-       "      <td>43.537807</td>\n",
-       "      <td>223.402609</td>\n",
-       "      <td>30.690271</td>\n",
-       "      <td>151.602554</td>\n",
-       "      <td>646.409374</td>\n",
-       "      <td>467.474151</td>\n",
-       "      <td>790.127014</td>\n",
-       "      <td>3380.805424</td>\n",
-       "      <td>...</td>\n",
-       "      <td>274.335580</td>\n",
-       "      <td>489.639168</td>\n",
-       "      <td>41.772076</td>\n",
-       "      <td>298.386691</td>\n",
-       "      <td>483.863220</td>\n",
-       "      <td>230.133870</td>\n",
-       "      <td>179.894142</td>\n",
-       "      <td>328.406265</td>\n",
-       "      <td>232.817597</td>\n",
-       "      <td>2019.223556</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>RBM47</td>\n",
-       "      <td>109.314441</td>\n",
-       "      <td>736.350077</td>\n",
-       "      <td>136.280086</td>\n",
-       "      <td>269.460696</td>\n",
-       "      <td>101.129499</td>\n",
-       "      <td>84.368798</td>\n",
-       "      <td>92.458961</td>\n",
-       "      <td>488.437630</td>\n",
-       "      <td>302.876185</td>\n",
-       "      <td>...</td>\n",
-       "      <td>71.700676</td>\n",
-       "      <td>1202.688853</td>\n",
-       "      <td>142.731337</td>\n",
-       "      <td>160.251038</td>\n",
-       "      <td>143.508774</td>\n",
-       "      <td>452.588464</td>\n",
-       "      <td>104.504425</td>\n",
-       "      <td>2417.902865</td>\n",
-       "      <td>170.170553</td>\n",
-       "      <td>6484.288262</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>GRN</td>\n",
-       "      <td>199.699501</td>\n",
-       "      <td>2899.913194</td>\n",
-       "      <td>2775.966406</td>\n",
-       "      <td>3179.817075</td>\n",
-       "      <td>1603.252006</td>\n",
-       "      <td>5487.312874</td>\n",
-       "      <td>3288.044927</td>\n",
-       "      <td>3441.053205</td>\n",
-       "      <td>1972.853978</td>\n",
-       "      <td>...</td>\n",
-       "      <td>958.627424</td>\n",
-       "      <td>1378.194111</td>\n",
-       "      <td>4269.217560</td>\n",
-       "      <td>1839.559826</td>\n",
-       "      <td>3513.076996</td>\n",
-       "      <td>3145.766079</td>\n",
-       "      <td>2488.649360</td>\n",
-       "      <td>2433.423885</td>\n",
-       "      <td>1546.477014</td>\n",
-       "      <td>3929.304613</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>CTSB</td>\n",
-       "      <td>2060.305599</td>\n",
-       "      <td>2641.821624</td>\n",
-       "      <td>3824.150966</td>\n",
-       "      <td>3378.427134</td>\n",
-       "      <td>2719.162696</td>\n",
-       "      <td>1295.794071</td>\n",
-       "      <td>2070.942599</td>\n",
-       "      <td>3123.098227</td>\n",
-       "      <td>1164.683130</td>\n",
-       "      <td>...</td>\n",
-       "      <td>910.904406</td>\n",
-       "      <td>1390.583251</td>\n",
-       "      <td>2874.623739</td>\n",
-       "      <td>2222.495951</td>\n",
-       "      <td>7747.885804</td>\n",
-       "      <td>3693.747531</td>\n",
-       "      <td>1756.121910</td>\n",
-       "      <td>3344.505323</td>\n",
-       "      <td>963.271179</td>\n",
-       "      <td>4113.015548</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12360</th>\n",
-       "      <td>OR2L2</td>\n",
-       "      <td>30.598337</td>\n",
-       "      <td>29.551740</td>\n",
-       "      <td>102.428036</td>\n",
-       "      <td>69.746195</td>\n",
-       "      <td>554.363247</td>\n",
-       "      <td>26.172729</td>\n",
-       "      <td>241.501941</td>\n",
-       "      <td>28.244258</td>\n",
-       "      <td>29.620185</td>\n",
-       "      <td>...</td>\n",
-       "      <td>545.311209</td>\n",
-       "      <td>57.132587</td>\n",
-       "      <td>1263.869664</td>\n",
-       "      <td>206.059937</td>\n",
-       "      <td>72.882510</td>\n",
-       "      <td>1236.484502</td>\n",
-       "      <td>213.956954</td>\n",
-       "      <td>25.273767</td>\n",
-       "      <td>49.828179</td>\n",
-       "      <td>36.304298</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12361</th>\n",
-       "      <td>GCSAML</td>\n",
-       "      <td>1614.770854</td>\n",
-       "      <td>283.851839</td>\n",
-       "      <td>32.876204</td>\n",
-       "      <td>156.151444</td>\n",
-       "      <td>3359.295503</td>\n",
-       "      <td>54.614246</td>\n",
-       "      <td>33.286202</td>\n",
-       "      <td>59.328050</td>\n",
-       "      <td>22.607001</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.134863</td>\n",
-       "      <td>1047.459657</td>\n",
-       "      <td>685.846008</td>\n",
-       "      <td>78.910881</td>\n",
-       "      <td>74.949702</td>\n",
-       "      <td>53.160030</td>\n",
-       "      <td>218.975359</td>\n",
-       "      <td>88.971986</td>\n",
-       "      <td>282.284001</td>\n",
-       "      <td>87.941525</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12362</th>\n",
-       "      <td>TMEM231</td>\n",
-       "      <td>49.544998</td>\n",
-       "      <td>74.324778</td>\n",
-       "      <td>172.082769</td>\n",
-       "      <td>43.096872</td>\n",
-       "      <td>31.021561</td>\n",
-       "      <td>93.263458</td>\n",
-       "      <td>2533.191697</td>\n",
-       "      <td>96.542658</td>\n",
-       "      <td>18.758440</td>\n",
-       "      <td>...</td>\n",
-       "      <td>91.690576</td>\n",
-       "      <td>24.249163</td>\n",
-       "      <td>21.062645</td>\n",
-       "      <td>40.048350</td>\n",
-       "      <td>1135.347276</td>\n",
-       "      <td>75.620229</td>\n",
-       "      <td>189.995349</td>\n",
-       "      <td>65.939426</td>\n",
-       "      <td>154.982048</td>\n",
-       "      <td>265.342772</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12363</th>\n",
-       "      <td>ZNF155</td>\n",
-       "      <td>76.838942</td>\n",
-       "      <td>1313.958559</td>\n",
-       "      <td>101.254863</td>\n",
-       "      <td>72.206799</td>\n",
-       "      <td>114.216649</td>\n",
-       "      <td>63.563951</td>\n",
-       "      <td>165.527547</td>\n",
-       "      <td>235.735576</td>\n",
-       "      <td>287.283313</td>\n",
-       "      <td>...</td>\n",
-       "      <td>133.912598</td>\n",
-       "      <td>93.175893</td>\n",
-       "      <td>154.573671</td>\n",
-       "      <td>139.223580</td>\n",
-       "      <td>89.126343</td>\n",
-       "      <td>63.836629</td>\n",
-       "      <td>82.270422</td>\n",
-       "      <td>53.104712</td>\n",
-       "      <td>54.417702</td>\n",
-       "      <td>46.981812</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12364</th>\n",
-       "      <td>FAM86B3P</td>\n",
-       "      <td>212.368971</td>\n",
-       "      <td>615.748232</td>\n",
-       "      <td>31.414682</td>\n",
-       "      <td>106.340368</td>\n",
-       "      <td>141.562859</td>\n",
-       "      <td>249.329643</td>\n",
-       "      <td>41.782560</td>\n",
-       "      <td>47.105654</td>\n",
-       "      <td>53.570292</td>\n",
-       "      <td>...</td>\n",
-       "      <td>496.116012</td>\n",
-       "      <td>801.764777</td>\n",
-       "      <td>98.929708</td>\n",
-       "      <td>1985.934984</td>\n",
-       "      <td>36.619628</td>\n",
-       "      <td>331.840528</td>\n",
-       "      <td>29.506705</td>\n",
-       "      <td>273.597795</td>\n",
-       "      <td>58.283301</td>\n",
-       "      <td>93.480752</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>12365 rows × 1001 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      Gene symbol           V1           V2           V3           V4  \\\n",
-       "0          ARID5B    33.237687    70.004221  1056.257283    75.998576   \n",
-       "1          ZNF460    26.172333    43.537807   223.402609    30.690271   \n",
-       "2           RBM47   109.314441   736.350077   136.280086   269.460696   \n",
-       "3             GRN   199.699501  2899.913194  2775.966406  3179.817075   \n",
-       "4            CTSB  2060.305599  2641.821624  3824.150966  3378.427134   \n",
-       "...           ...          ...          ...          ...          ...   \n",
-       "12360       OR2L2    30.598337    29.551740   102.428036    69.746195   \n",
-       "12361      GCSAML  1614.770854   283.851839    32.876204   156.151444   \n",
-       "12362     TMEM231    49.544998    74.324778   172.082769    43.096872   \n",
-       "12363      ZNF155    76.838942  1313.958559   101.254863    72.206799   \n",
-       "12364    FAM86B3P   212.368971   615.748232    31.414682   106.340368   \n",
-       "\n",
-       "                V5           V6           V7           V8           V9  ...  \\\n",
-       "0       606.757172  1079.703404  1099.903693   520.480681   539.262485  ...   \n",
-       "1       151.602554   646.409374   467.474151   790.127014  3380.805424  ...   \n",
-       "2       101.129499    84.368798    92.458961   488.437630   302.876185  ...   \n",
-       "3      1603.252006  5487.312874  3288.044927  3441.053205  1972.853978  ...   \n",
-       "4      2719.162696  1295.794071  2070.942599  3123.098227  1164.683130  ...   \n",
-       "...            ...          ...          ...          ...          ...  ...   \n",
-       "12360   554.363247    26.172729   241.501941    28.244258    29.620185  ...   \n",
-       "12361  3359.295503    54.614246    33.286202    59.328050    22.607001  ...   \n",
-       "12362    31.021561    93.263458  2533.191697    96.542658    18.758440  ...   \n",
-       "12363   114.216649    63.563951   165.527547   235.735576   287.283313  ...   \n",
-       "12364   141.562859   249.329643    41.782560    47.105654    53.570292  ...   \n",
-       "\n",
-       "             V991         V992         V993         V994         V995  \\\n",
-       "0      995.897857   810.997562    82.125528   498.925694   693.335024   \n",
-       "1      274.335580   489.639168    41.772076   298.386691   483.863220   \n",
-       "2       71.700676  1202.688853   142.731337   160.251038   143.508774   \n",
-       "3      958.627424  1378.194111  4269.217560  1839.559826  3513.076996   \n",
-       "4      910.904406  1390.583251  2874.623739  2222.495951  7747.885804   \n",
-       "...           ...          ...          ...          ...          ...   \n",
-       "12360  545.311209    57.132587  1263.869664   206.059937    72.882510   \n",
-       "12361   22.134863  1047.459657   685.846008    78.910881    74.949702   \n",
-       "12362   91.690576    24.249163    21.062645    40.048350  1135.347276   \n",
-       "12363  133.912598    93.175893   154.573671   139.223580    89.126343   \n",
-       "12364  496.116012   801.764777    98.929708  1985.934984    36.619628   \n",
-       "\n",
-       "              V996         V997         V998         V999        V1000  \n",
-       "0      1559.405389    42.868952   558.271228    26.015060   439.750067  \n",
-       "1       230.133870   179.894142   328.406265   232.817597  2019.223556  \n",
-       "2       452.588464   104.504425  2417.902865   170.170553  6484.288262  \n",
-       "3      3145.766079  2488.649360  2433.423885  1546.477014  3929.304613  \n",
-       "4      3693.747531  1756.121910  3344.505323   963.271179  4113.015548  \n",
-       "...            ...          ...          ...          ...          ...  \n",
-       "12360  1236.484502   213.956954    25.273767    49.828179    36.304298  \n",
-       "12361    53.160030   218.975359    88.971986   282.284001    87.941525  \n",
-       "12362    75.620229   189.995349    65.939426   154.982048   265.342772  \n",
-       "12363    63.836629    82.270422    53.104712    54.417702    46.981812  \n",
-       "12364   331.840528    29.506705   273.597795    58.283301    93.480752  \n",
-       "\n",
-       "[12365 rows x 1001 columns]"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#Generate xlsx\n",
-    "with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:\n",
-    "    betas.to_excel(writer, sheet_name='beta')\n",
-    "    ids.to_excel(writer, sheet_name='id')\n",
-    "    Y2.to_excel(writer, sheet_name='A')\n"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/Generate betas til9.ipynb b/Generate betas til9.ipynb
deleted file mode 100644
index 5d42dd8..0000000
--- a/Generate betas til9.ipynb	
+++ /dev/null
@@ -1,446 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import os\n",
-    "import sys\n",
-    "import Mixture\n",
-    "import multiprocessing\n",
-    "from joblib import Parallel, delayed\n",
-    "from random import seed\n",
-    "from random import sample \n",
-    "from random import randint"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lines = [2, 6]\n",
-    "cpu = multiprocessing.cpu_count()\n",
-    "rango = 1000"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dataFrameSignature = pd.read_excel('data/Pre.proccessor.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def createBetas (X, a, b, n):\n",
-    "\n",
-    "    ns = randint(a, b)\n",
-    "    r = np.random.uniform(1, 0.2, ns)\n",
-    "    rn = r/r.sum()\n",
-    "    id = sample(range(n-1), ns)\n",
-    "    betas = np.repeat(.0, n, axis=0)\n",
-    "    for index, i in enumerate(id, start = 0):\n",
-    "        betas[i] = rn[index]\n",
-    "\n",
-    "    vector = X.to_numpy(copy=True)    \n",
-    "    vector = vector.flatten()\n",
-    "        \n",
-    "    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]\n",
-    "\n",
-    "    return betas, id, A"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "X = dataFrameSignature.iloc[:, 1:]\n",
-    "\n",
-    "subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))\n",
-    "\n",
-    "# Getting expression matrix\n",
-    "vector = [x[2] for x in subjects]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
-    "Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])\n",
-    "\n",
-    "# Getting Real Betas Matrix\n",
-    "vector = [x[0] for x in subjects]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subjects))]\n",
-    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "\n",
-    "X = dataFrameSignature\n",
-    "\n",
-    "vector = [len(x[1]) for x in subjects]\n",
-    "ids = pd.DataFrame(np.column_stack(vector))   "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>V10</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.568245</td>\n",
-       "      <td>0.443195</td>\n",
-       "      <td>0.157061</td>\n",
-       "      <td>0.363994</td>\n",
-       "      <td>0.622493</td>\n",
-       "      <td>0.239218</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.401336</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.159254</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.214068</td>\n",
-       "      <td>0.267057</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0.128216</td>\n",
-       "      <td>0.497463</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.278392</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.094263</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.116851</td>\n",
-       "      <td>0.197989</td>\n",
-       "      <td>0.127734</td>\n",
-       "      <td>0.250682</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0.199611</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.265681</td>\n",
-       "      <td>0.431755</td>\n",
-       "      <td>0.556805</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.201331</td>\n",
-       "      <td>0.288469</td>\n",
-       "      <td>0.253885</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.465207</td>\n",
-       "      <td>0.141284</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.312506</td>\n",
-       "      <td>0.386324</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.303842</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.230515</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.068978</td>\n",
-       "      <td>0.386895</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.127809</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.165977</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.258280</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.502537</td>\n",
-       "      <td>0.241619</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.174565</td>\n",
-       "      <td>0.168698</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.173278</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.320272</td>\n",
-       "      <td>0.261986</td>\n",
-       "      <td>0.394635</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.138729</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.081365</td>\n",
-       "      <td>0.238593</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>0.319977</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.253991</td>\n",
-       "      <td>0.261244</td>\n",
-       "      <td>0.377507</td>\n",
-       "      <td>0.070414</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.267967</td>\n",
-       "      <td>0.315290</td>\n",
-       "      <td>0.106603</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.124072</td>\n",
-       "      <td>0.130059</td>\n",
-       "      <td>0.104713</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0.352196</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.208425</td>\n",
-       "      <td>0.613105</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.346109</td>\n",
-       "      <td>0.316896</td>\n",
-       "      <td>0.292617</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.300381</td>\n",
-       "      <td>0.331872</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.188858</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.183869</td>\n",
-       "      <td>0.206064</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.239689</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.190574</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.185531</td>\n",
-       "      <td>0.292464</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.195925</td>\n",
-       "      <td>0.163539</td>\n",
-       "      <td>0.191108</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>9 rows × 1000 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         V1        V2        V3        V4        V5        V6        V7  \\\n",
-       "0  0.000000  0.000000  0.000000  0.568245  0.443195  0.157061  0.363994   \n",
-       "1  0.128216  0.497463  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2  0.199611  0.000000  0.265681  0.431755  0.556805  0.000000  0.000000   \n",
-       "3  0.000000  0.000000  0.303842  0.000000  0.000000  0.230515  0.000000   \n",
-       "4  0.000000  0.502537  0.241619  0.000000  0.000000  0.174565  0.168698   \n",
-       "5  0.319977  0.000000  0.000000  0.000000  0.000000  0.253991  0.261244   \n",
-       "6  0.352196  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7  0.000000  0.000000  0.188858  0.000000  0.000000  0.183869  0.206064   \n",
-       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "         V8        V9       V10  ...      V991      V992      V993      V994  \\\n",
-       "0  0.622493  0.239218  0.000000  ...  0.401336  0.000000  0.000000  0.000000   \n",
-       "1  0.000000  0.000000  0.000000  ...  0.278392  0.000000  0.000000  0.000000   \n",
-       "2  0.000000  0.000000  0.000000  ...  0.000000  0.201331  0.288469  0.253885   \n",
-       "3  0.000000  0.068978  0.386895  ...  0.000000  0.000000  0.000000  0.000000   \n",
-       "4  0.000000  0.173278  0.000000  ...  0.320272  0.261986  0.394635  0.000000   \n",
-       "5  0.377507  0.070414  0.000000  ...  0.000000  0.000000  0.000000  0.267967   \n",
-       "6  0.000000  0.208425  0.613105  ...  0.000000  0.346109  0.316896  0.292617   \n",
-       "7  0.000000  0.239689  0.000000  ...  0.000000  0.190574  0.000000  0.185531   \n",
-       "8  0.000000  0.000000  0.000000  ...  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "       V995      V996      V997      V998      V999     V1000  \n",
-       "0  0.159254  0.000000  0.214068  0.267057  0.000000  0.000000  \n",
-       "1  0.094263  0.000000  0.116851  0.197989  0.127734  0.250682  \n",
-       "2  0.000000  0.465207  0.141284  0.000000  0.312506  0.386324  \n",
-       "3  0.000000  0.127809  0.000000  0.165977  0.000000  0.258280  \n",
-       "4  0.138729  0.000000  0.000000  0.081365  0.238593  0.000000  \n",
-       "5  0.315290  0.106603  0.000000  0.124072  0.130059  0.104713  \n",
-       "6  0.000000  0.300381  0.331872  0.000000  0.000000  0.000000  \n",
-       "7  0.292464  0.000000  0.195925  0.163539  0.191108  0.000000  \n",
-       "8  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "\n",
-       "[9 rows x 1000 columns]"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "betas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#Generate xlsx\n",
-    "with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:\n",
-    "    betas.to_excel(writer, sheet_name='beta')\n",
-    "    ids.to_excel(writer, sheet_name='id')\n",
-    "    Y2.to_excel(writer, sheet_name='A')\n"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/Generate betas til9.py b/Generate betas til9.py
deleted file mode 100644
index a3b0177..0000000
--- a/Generate betas til9.py	
+++ /dev/null
@@ -1,91 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-# In[1]:
-
-import pandas as pd
-import numpy as np
-import os
-import sys
-import Mixture
-import multiprocessing
-from joblib import Parallel, delayed
-from random import seed
-from random import sample 
-from random import randint
-
-
-# In[2]:
-
-
-lines = [2, 6]
-cpu = multiprocessing.cpu_count()
-rango = 1000
-
-
-# In[3]:
-
-
-dataFrameSignature = pd.read_excel('data/Pre.proccessor.xlsx', sheet_name = 0) 
-
-
-# In[4]:
-
-
-def createBetas (X, a, b, n):
-
-    ns = randint(a, b)
-    r = np.random.uniform(1, 0.2, ns)
-    rn = r/r.sum()
-    id = sample(range(n-1), ns)
-    betas = np.repeat(.0, n, axis=0)
-    for index, i in enumerate(id, start = 0):
-        betas[i] = rn[index]
-
-    vector = X.to_numpy(copy=True)    
-    vector = vector.flatten()
-        
-    A = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))]
-
-    return betas, id, A
-
-
-# In[5]:
-
-
-X = dataFrameSignature.iloc[:, 1:]
-
-subjects = Parallel(n_jobs=cpu, backend='threading')(delayed(createBetas)(X = X, a = lines[0], b = lines[1], n = len(X.columns)) for i in range(rango))
-
-# Getting expression matrix
-vector = [x[2] for x in subjects]
-columns = ['V' + str(x+1) for x in range(len(subjects))]
-Y2 = pd.DataFrame(np.column_stack(vector), columns=columns)
-Y2.insert(0, 'Gene symbol', dataFrameSignature['Gene symbol'])
-
-# Getting Real Betas Matrix
-vector = [x[0] for x in subjects]
-columns = ['V' + str(x+1) for x in range(len(subjects))]
-betas = pd.DataFrame(np.column_stack(vector), columns=columns)
-
-X = dataFrameSignature
-
-vector = [len(x[1]) for x in subjects]
-ids = pd.DataFrame(np.column_stack(vector))   
-
-
-# In[10]:
-
-
-betas
-
-
-# In[ ]:
-
-
-#Generate xlsx
-with pd.ExcelWriter('betas.list.TIL9.xlsx') as writer:
-    betas.to_excel(writer, sheet_name='beta')
-    ids.to_excel(writer, sheet_name='id')
-    Y2.to_excel(writer, sheet_name='A')
-
diff --git a/Mixture/.pypirc b/Mixture/.pypirc
deleted file mode 100644
index d1fa504..0000000
--- a/Mixture/.pypirc
+++ /dev/null
@@ -1,8 +0,0 @@
-[distutils]
-index-servers =
-    pypi
-
-[pypi]
-repository: https://pypi.python.org/pypi
-username: SmMatias
-password: Mmatias23
diff --git a/Mixture/LICENSE b/Mixture/LICENSE
deleted file mode 100644
index 19ce3da..0000000
--- a/Mixture/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2019 MixturePy
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
diff --git a/Mixture/MANIFEST.in b/Mixture/MANIFEST.in
deleted file mode 100644
index d774087..0000000
--- a/Mixture/MANIFEST.in
+++ /dev/null
@@ -1 +0,0 @@
-include data/*
\ No newline at end of file
diff --git a/Mixture/Mixture.egg-info/PKG-INFO b/Mixture/Mixture.egg-info/PKG-INFO
deleted file mode 100644
index a8225d6..0000000
--- a/Mixture/Mixture.egg-info/PKG-INFO
+++ /dev/null
@@ -1,28 +0,0 @@
-Metadata-Version: 2.1
-Name: Mixture
-Version: 0.8
-Summary: Mixture for Py
-Home-page: https://github.com/MsMatias/MixturePy
-Author: Mixture
-License: MIT
-Description: # MIXTUREpy
-        
-        A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures en python
-        
-        Since the significant impact of immunotherapy in cancer, the estimation of the immune cell-type proportions present in a tumor becomes crucial. Currently, the deconvolution of the cell mixture content of a tumor is carried out by different analytic tools, yet the accuracy of inferred cell type proportions has room for improvement. We improve tumor immune environment characterization developing MIXTURE, an analytical method based on a noise constrained recursive variable selection for a support vector regression
-        
-        
-        ### Prerequisites
-        
-        The current "functional like" version of the software requires the following libraries, however, this package download automatically yours dependencies
-         * pandas
-         * numpy
-         * sklearn
-         * multiprocessing
-         * joblib
-Platform: UNKNOWN
-Classifier: Programming Language :: Python :: 3
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Operating System :: OS Independent
-Requires-Python: >=3.6
-Description-Content-Type: text/markdown
diff --git a/Mixture/Mixture.egg-info/SOURCES.txt b/Mixture/Mixture.egg-info/SOURCES.txt
deleted file mode 100644
index aecf6f3..0000000
--- a/Mixture/Mixture.egg-info/SOURCES.txt
+++ /dev/null
@@ -1,14 +0,0 @@
-MANIFEST.in
-README.md
-setup.py
-Mixture/Mixer.py
-Mixture/Utils.py
-Mixture/__init__.py
-Mixture/nuSvmRobust.py
-Mixture/tuneSvmForDeconv.py
-Mixture.egg-info/PKG-INFO
-Mixture.egg-info/SOURCES.txt
-Mixture.egg-info/dependency_links.txt
-Mixture.egg-info/not-zip-safe
-Mixture.egg-info/requires.txt
-Mixture.egg-info/top_level.txt
\ No newline at end of file
diff --git a/Mixture/Mixture.egg-info/dependency_links.txt b/Mixture/Mixture.egg-info/dependency_links.txt
deleted file mode 100644
index 8b13789..0000000
--- a/Mixture/Mixture.egg-info/dependency_links.txt
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/Mixture/Mixture.egg-info/not-zip-safe b/Mixture/Mixture.egg-info/not-zip-safe
deleted file mode 100644
index 8b13789..0000000
--- a/Mixture/Mixture.egg-info/not-zip-safe
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/Mixture/Mixture.egg-info/requires.txt b/Mixture/Mixture.egg-info/requires.txt
deleted file mode 100644
index 5b12908..0000000
--- a/Mixture/Mixture.egg-info/requires.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-pandas
-numpy
-scikit-learn
-joblib
-xlrd
-openpyxl
diff --git a/Mixture/Mixture.egg-info/top_level.txt b/Mixture/Mixture.egg-info/top_level.txt
deleted file mode 100644
index f5cbbb3..0000000
--- a/Mixture/Mixture.egg-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-Mixture
diff --git a/Mixture/Mixture/Mixer.py b/Mixture/Mixture/Mixer.py
deleted file mode 100644
index 7b9c70f..0000000
--- a/Mixture/Mixture/Mixer.py
+++ /dev/null
@@ -1,72 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import numpy as np
-import pandas as pd
-import os
-
-from Mixture.nuSvmRobust import nuSvmRobust
-from sklearn.preprocessing import StandardScaler
-from sklearn.preprocessing import scale
-from joblib import Parallel, delayed
-
-# Function Mixer
-# Main Function
-# @method Mixer
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [int] num Cores
-# @return -------
-def Mixer(X, Y, cores):
-
-    print('Normalizing data')
-
-    # Normalize signature Matrix
-    mean = X.iloc[:, 1:].mean()
-    std = X.iloc[:, 1:].stack().std()
-    X.iloc[:, 1:] = (X.iloc[:, 1:] - mean.mean()) / std
-    
-    # Intersection between X and Y
-    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
-    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
-    
-    # Ordering by GeneSymbol
-    X = X.sort_values(by=['Gene symbol'])
-    Y = Y.sort_values(by=['Gene symbol'])
-
-    # Slice Gene symbol column
-    X = X.iloc[:, 1:]
-    Y = Y.iloc[:, 1:]
-    X.reset_index(drop=True, inplace=True)
-    
-    Yn = pd.DataFrame(scale(Y), index=Y.index, columns=Y.columns)
-
-    out = list()
-    print('Processing...')
-
-    out = Parallel(n_jobs=cores, backend='threading')(delayed(nuSvmRobust)(X = X, Y = j, subject = i, nuseq = [0.25,0.5,0.75], delta = 0.007, maxIter = -1, verbose = 1) for i, j in Yn.iteritems())
-             
-    #out = [x.recv() for x in pipe_list]
-
-    print('_____________________________________________________________________')
-    
-    print('Finish nuSvm')
-
-    matWa = pd.DataFrame()
-    matWp = pd.DataFrame()
-    matRes = pd.DataFrame()
-
-    for i in out:
-        matWa = matWa.append(i.Wa, ignore_index=True)
-        matWp = matWp.append(i.Wp, ignore_index=True)
-        matRes = matRes.append(pd.DataFrame([[i.RMSEa, i.RMSEp, i.Ra, i.Rp,  i.BestParams, i.Iter]], columns=['RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter']), ignore_index=True)
-  
-    matWa.index = Y.columns.values
-    matWa.columns = X.columns.values
-
-    matWp.index = Y.columns.values
-    matWp.columns = X.columns.values
-
-    matRes.index = matWp.index.values
-
-    return (pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
diff --git a/Mixture/Mixture/Utils.py b/Mixture/Mixture/Utils.py
deleted file mode 100644
index aab6096..0000000
--- a/Mixture/Mixture/Utils.py
+++ /dev/null
@@ -1,47 +0,0 @@
-import pkg_resources
-import pandas as pd
-import numpy as np
-import random
-import multiprocessing
-
-def sampleRandom (Y, i, verbose = 0):
-        
-    if verbose == 1:
-        print('--------------------------------------------------')
-        print('Creating Subject: ' + str(i) + ' Nro. Processor: ' + str(multiprocessing.current_process()))
-        print('--------------------------------------------------')
-
-    Y = Y.iloc[:, 1:]
-    vector = Y.to_numpy(copy=True)    
-    vector = vector.flatten()
-
-    return vector[[random.randrange(Y.shape[0] * Y.shape[1]) for x in range(Y.shape[0])]]
-
-def loadSignature(sig):
-    if sig == 'LM22' or sig == 'lm22':        
-        resource_path = pkg_resources.resource_filename(__name__, '/data/LM22Signature.xlsx')
-        signature = pd.read_excel(resource_path, sheet_name = 0)
-    elif sig == 'TIL10' or sig == 'til10':      
-        resource_path = pkg_resources.resource_filename(__name__, '/data/TIL10_signature.xlsx')
-        signature = pd.read_excel(resource_path, sheet_name = 0)
-    else:
-        signature = None
-        print('Error, Type "LM22" or "TIL10"')    
-    
-    return signature
-
-def getPValues (x, i):
-    return pd.DataFrame([sum(x.RMSEa < i.loc[:,'RMSEa']),
-            sum(x.RMSEp < i.loc[:,'RMSEp']), 
-            sum(x.Ra > i.loc[:,'Ra']), 
-            sum(x.Rp > i.loc[:,'Rp'])]).T/i.shape[0]
-
-def generateXlsx (result, pValues, nameFile):
-    if len(nameFile) > 0:
-        with pd.ExcelWriter( nameFile + '.xlsx') as writer:
-            result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
-            result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
-            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')    
-            if pValues is not None:
-                pValues.to_excel(writer, sheet_name='Pvalues')
-            result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
diff --git a/Mixture/Mixture/__init__.py b/Mixture/Mixture/__init__.py
deleted file mode 100644
index c3c1b6b..0000000
--- a/Mixture/Mixture/__init__.py
+++ /dev/null
@@ -1,89 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import pandas as pd
-import numpy as np
-import os
-from Mixture.Mixer import Mixer
-import Mixture.Utils as Utils
-from joblib import Parallel, delayed
-
-def Mixture (X, Y, cores = 1, iter = 100, nameFile = 'output'):
-    
-    # Intersection between X and Y
-    geneList = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])].sort_values(by=['Gene symbol'])['Gene symbol']
-
-    print('Running mixer with subjects (Count: ' + str(Y.shape[1]) + ')...')
-    # Run Mixer Function with original Expressions
-    orig = Mixer(X, Y, cores)
-
-    print('Finish mixer')
-    
-    print('Get Medias')
-    
-    # Get Media by subject
-    totalMediaBySubject = Y.median(axis = 0, skipna = True)
-
-    # Get Media by subject with intersect signatureMatrix
-    totalMediaBySubjectLm22 = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])].median(axis = 0, skipna = True)
-    
-    # Get Media
-    maxMediaFullCohort = max(np.median(Y.iloc[:, 1:]), 1)
-
-    temp = pd.DataFrame([totalMediaBySubjectLm22/totalMediaBySubject, totalMediaBySubjectLm22/maxMediaFullCohort], index=['IscBySbj', 'IscPob']).T
-    orig.ACCmetrix[0] = pd.concat([orig.ACCmetrix[0], temp], sort = False, axis = 1) 
-  
-    matRand = list()
-
-    if iter > 0:
-
-        print('Creating population (Count: ' + str(iter) + ')...')
-
-        matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
-
-        #for i in range(iter):
-        #    matRand.append(Utils.sampleRandom(Y, i, 1))
-
-        print('Finish creating population')
-
-        matRand = map(list, zip(*matRand))
-        matRand = pd.DataFrame(matRand, Y['Gene symbol'])
-        matRand.reset_index(drop=True, inplace=True)
-        matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
-
-        print('Finish')
-
-        print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
-        # Run Mixer Function with Random Matrix
-        outMix = Mixer(X, matRand, cores)
-
-        #geneList = pd.DataFrame(geneList)
-
-        result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
-
-        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
-
-        pValues = list()
-
-        pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
-        pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
-
-        print('Finish')
-
-        Utils.generateXlsx (result, pValues, nameFile)
-
-        return result, pValues
-    else:
-        
-        result = pd.DataFrame([orig, geneList], ['Subjects', 'usedGenes']).T
-
-        result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
-        
-        print('Finish')
-
-        Utils.generateXlsx (result, None, nameFile)
-
-        return result, None
-
-
-
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diff --git a/Mixture/Mixture/nuSvmRobust.py b/Mixture/Mixture/nuSvmRobust.py
deleted file mode 100644
index e1e2c24..0000000
--- a/Mixture/Mixture/nuSvmRobust.py
+++ /dev/null
@@ -1,118 +0,0 @@
-# !/usr/bin/env python
-# coding: utf-8
-
-# In[1]:
-
-from __future__ import print_function
-import numpy as np
-import pandas as pd
-import os, math, sys
-import multiprocessing
-# from ipynb.fs.full.tuneSvmForDeconv import tuneSvmForDeconv
-from Mixture import tuneSvmForDeconv
-
-#pd.set_option('display.max_columns', None)
-#pd.set_option('display.max_rows', None)
-#pd.set_option('display.max_colwidth', -1)
-
-# Function nuSvmRobust
-# ----------------
-# @method nuSvmRobust
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [array] nuseq
-# @param [float] delta
-# @return -------------
-def nuSvmRobust(X, Y, subject, nuseq = [0.25,0.5,0.75], delta = 0.007, maxIter = 6, verbose = 0):
-
-    wSel = [1 for x in range(len(X.columns))]
-    wSel = pd.DataFrame(wSel, X.columns).T
-    ok = True
-    i = 0
-    model = 0
-
-    salida = list()
-
-    np.seterr(divide='ignore', invalid='ignore')
-
-    if verbose == 1:
-        print('--------------------------------------------------')
-        print('Subject: ' + str(subject) + ' Nro. Processor: ' + str(multiprocessing.current_process()))
-        print('--------------------------------------------------')
-
-    while ok:
-        i = i + 1
-        # Run function
-        XX = X.loc[:, X.columns.isin(wSel.columns[wSel.values[0] > 0])]
-        r, model = tuneSvmForDeconv.tuneSvmForDeconv(X = XX, Y = Y.values, nuseq = [0.25,0.5,0.75], delta = 0.007)
-
-        if i == 1:
-            salida.append(r)
-        
-        if verbose == 1:
-            print('Iter: ' + str(i) + ' Subject: ' + str(subject), flush=True)
-
-        # Get betas
-        w = model.coef_
-        
-        # Set values i to zero where i < 0
-        w = np.where(w<0, 0, w)
-
-        # Save new betas backup
-        wAbs = w
-        
-        # Normalize data
-        w = w/np.sum(w)
-        
-        # Set values i to zero where i < delta
-        w = np.where(w<delta, 0, w)
-
-        # Convert array to df
-        w = pd.DataFrame(w[0], XX.columns).T
-        
-        # Checking if all the values are NaN
-        if w.isnull().all().all():
-            wNan = np.empty(len(X.columns))#[0 for x in range(len(X.columns))]
-            wNan.fill(np.nan)
-            wNan = pd.DataFrame(wNan, X.columns).T
-            result = pd.Series([wNan, wNan, float('NaN'), float('NaN'), float('NaN'), float('NaN'), model.get_params()['nu'], i], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter'])
-            return result
-
-        # Checking if any value is < delta
-        if w.apply(lambda x: x < delta).any().any():
-            if(w.apply(lambda x: x > 0).sum().sum() == 1):
-                break
-            wSel.loc[:, wSel.columns.isin(w.loc[:, (w.values < delta).any(axis=0)].columns)] = 0
-        else:
-            ok = False
-        
-        if i >= maxIter and maxIter > -1:
-            ok = False
-
-    wOut = pd.DataFrame(wAbs[0], XX.columns).T
-
-    # Create wSel with all values in zero
-    wSel = [0 for x in range(len(X.columns))]
-    wSel = pd.DataFrame(wSel, X.columns).T
-    wSel.loc[:, wSel.columns.isin(wOut.columns)] = wOut
-
-    u = X.apply(lambda x: x * wSel.iloc[0], axis = 1).values
-    k = np.sum(u, axis = 1)
-    #k = u.sum(axis = 1, skipna = True)
-    nusvm = math.sqrt(pow((k - Y.values),2).mean())
-    corrv = np.corrcoef(k, Y.values)
-    #corrv = k.corr(Y.values)
-
-    w = wSel/wSel.sum().sum()
-    uW = X.apply(lambda x: x * w.iloc[0], axis = 1).values
-    kW = np.sum(uW, axis = 1)
-    #kW = uW.sum(axis = 1, skipna = True)
-    nusvmW = math.sqrt(pow((kW - Y.values),2).mean())
-    corrvW = np.corrcoef(kW, Y.values)
-    #corrvW = kW.corr(Y.values)
-
-    #wSel = wSel.where(wSel>delta).fillna(0)
-    #w = w.where(w>delta).fillna(0).round(1)
-
-    result = pd.Series([wSel, w, nusvm, nusvmW, corrv[0][1], corrvW[0][1], model.get_params()['nu'], i], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter'])
-    return result
diff --git a/Mixture/Mixture/tuneSvmForDeconv.py b/Mixture/Mixture/tuneSvmForDeconv.py
deleted file mode 100644
index 0b35ba4..0000000
--- a/Mixture/Mixture/tuneSvmForDeconv.py
+++ /dev/null
@@ -1,58 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import numpy as np
-import pandas as pd
-import os, math, sys
-
-from sklearn.svm import NuSVR
-
-# Function nuSvr (Not import)
-# Run NuSvr with expression Matrix and signature Matrix
-# @method nuSvr
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [float] nu
-# @param [float] delta
-# @return [Array] [{ float } RMSEpredict, { objet } model]
-def nuSvr(X, Y, nu, delta, verbose = False):
-
-    # Run NuSVR
-    clf = NuSVR(kernel='linear', C=1.0, nu=nu, verbose = verbose)
-    clf.fit(X, Y)
-    
-    # Get betas
-    w = clf.coef_
-
-    # Set values i to zero where i < 0
-    w = np.where(w<0, 0, w)    
-
-    # Normalize data
-    w = w/np.sum(w)
-
-    # Set values i to zero where i < delta
-    w = np.where(w<delta, 0, w)    
-    
-    # Product betas per rows X
-    neww = X.apply(lambda row: row*w[0], axis=1)# Get Predict
-    predict = neww.sum(axis=1)
-
-    # Get Rmse predict for nuseq
-    RmsePredict = math.sqrt(pow((Y - predict),2).mean())
-    return [RmsePredict, clf]
-
-# Function tuneSvmForDeconv
-# Create result nuSvr list with nuseq
-# @method tuneSvmForDeconv
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [array] nuseq
-# @param [float] delta
-# @return [DataFrame] [RMSEpredict, model]
-def tuneSvmForDeconv(X, Y, nuseq, delta, verbose = False):
-    result = list(map(lambda nu: nuSvr(X,Y, nu, delta, verbose), nuseq))
-    listNuSvr = pd.DataFrame(result, columns=['RMSEpred', 'model'])
-    
-    # Get min RMSEPredict
-    selector = listNuSvr.index[listNuSvr['RMSEpred'] == listNuSvr.min(axis = 0)[0]]
-    return listNuSvr, listNuSvr.iloc[selector[0]]['model']
diff --git a/Mixture/README.md b/Mixture/README.md
deleted file mode 100644
index bfa15af..0000000
--- a/Mixture/README.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# MIXTUREpy
-
-A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures en python
-
-Since the significant impact of immunotherapy in cancer, the estimation of the immune cell-type proportions present in a tumor becomes crucial. Currently, the deconvolution of the cell mixture content of a tumor is carried out by different analytic tools, yet the accuracy of inferred cell type proportions has room for improvement. We improve tumor immune environment characterization developing MIXTURE, an analytical method based on a noise constrained recursive variable selection for a support vector regression
-
-
-### Prerequisites
-
-The current "functional like" version of the software requires the following libraries, however, this package download automatically yours dependencies
- * pandas
- * numpy
- * sklearn
- * multiprocessing
- * joblib
\ No newline at end of file
diff --git a/Mixture/build/lib/Mixture/Mixer.py b/Mixture/build/lib/Mixture/Mixer.py
deleted file mode 100644
index c06b8ab..0000000
--- a/Mixture/build/lib/Mixture/Mixer.py
+++ /dev/null
@@ -1,72 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import numpy as np
-import pandas as pd
-import os
-
-from Mixture.nuSvmRobust import nuSvmRobust
-from sklearn.preprocessing import StandardScaler
-from sklearn.preprocessing import scale
-from joblib import Parallel, delayed
-
-# Function Mixer
-# Main Function
-# @method Mixer
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [int] num Cores
-# @return -------
-def Mixer(X, Y, cores):
-
-    print('Normalizing data')
-
-    # Normalize signature Matrix
-    mean = X.iloc[:, 1:].mean()
-    std = X.iloc[:, 1:].stack().std()
-    X.iloc[:, 1:] = (X.iloc[:, 1:] - mean.mean()) / std
-    
-    # Intersection between X and Y
-    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
-    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
-    
-    # Ordering by GeneSymbol
-    X = X.sort_values(by=['Gene symbol'])
-    Y = Y.sort_values(by=['Gene symbol'])
-
-    # Slice Gene symbol column
-    X = X.iloc[:, 1:]
-    Y = Y.iloc[:, 1:]
-    X.reset_index(drop=True, inplace=True)
-    
-    Yn = pd.DataFrame(scale(Y), index=Y.index, columns=Y.columns)
-
-    out = list()
-    print('Processing...')
-
-    out = Parallel(n_jobs=cores, backend='threading')(delayed(nuSvmRobust)(X = X, Y = j, subject = i, nuseq = [0.25,0.5,0.75], delta = 0.007, maxIter = -1, verbose = 1) for i, j in Yn.iteritems())
-             
-    #out = [x.recv() for x in pipe_list]
-
-    print('_____________________________________________________________________')
-    
-    print('Finish nuSvm')
-
-    matWa = pd.DataFrame()
-    matWp = pd.DataFrame()
-    matRes = pd.DataFrame()
-
-    for i in out:
-        matWa = matWa.append(i.Wa, ignore_index=True)
-        matWp = matWp.append(i.Wp, ignore_index=True)
-        matRes = matRes.append(pd.DataFrame([[i.RMSEa, i.RMSEp, i.Ra, i.Rp,  i.BestParams, i.Iter]], columns=['RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter']), ignore_index=True)
-  
-    matWa.index = Y.columns.values
-    matWa.columns = X.columns.values
-
-    matWp.index = Y.columns.values
-    matWp.columns = X.columns.values
-
-    matRes.index = matWp.index.values
-
-    return(pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
diff --git a/Mixture/build/lib/Mixture/Utils.py b/Mixture/build/lib/Mixture/Utils.py
deleted file mode 100644
index 0d61302..0000000
--- a/Mixture/build/lib/Mixture/Utils.py
+++ /dev/null
@@ -1,32 +0,0 @@
-import pandas as pd
-import numpy as np
-import random
-import multiprocessing
-
-def sampleRandom (Y, i, verbose = 0):
-        
-    if verbose == 1:
-        print('--------------------------------------------------')
-        print('Creating Subject: ' + str(i) + ' Nro. Processor: ' + str(multiprocessing.current_process()))
-        print('--------------------------------------------------')
-
-    Y = Y.iloc[:, 1:]
-    vector = Y.to_numpy(copy=True)    
-    vector = vector.flatten()
-
-    return vector[[random.randrange(Y.shape[0] * Y.shape[1]) for x in range(Y.shape[0])]]
-
-def getPValues (x, i):
-    return pd.DataFrame([sum(x.RMSEa < i.loc[:,'RMSEa']),
-            sum(x.RMSEp < i.loc[:,'RMSEp']), 
-            sum(x.Ra > i.loc[:,'Ra']), 
-            sum(x.Rp > i.loc[:,'Rp'])]).T/i.shape[0]
-
-def generateXlsx (result, pValues, nameFile):
-    if len(nameFile) > 0:
-        with pd.ExcelWriter( nameFile + '.xlsx') as writer:
-            result.Subjects[0].MIXabs[0].to_excel(writer, sheet_name='Absolute')
-            result.Subjects[0].MIXprop[0].to_excel(writer, sheet_name='Proportions')
-            result.Subjects[0].ACCmetrix[0].to_excel(writer, sheet_name='Metrics')        
-            pValues.to_excel(writer, sheet_name='Pvalues')
-            result.usedGenes[0].to_excel(writer, sheet_name='UsedGenes', index=False)
\ No newline at end of file
diff --git a/Mixture/build/lib/Mixture/__init__.py b/Mixture/build/lib/Mixture/__init__.py
deleted file mode 100644
index 45c1978..0000000
--- a/Mixture/build/lib/Mixture/__init__.py
+++ /dev/null
@@ -1,76 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import pandas as pd
-import numpy as np
-import os
-from Mixture.Mixer import Mixer
-import Mixture.Utils as Utils
-from joblib import Parallel, delayed
-
-def Mixture (X, Y, cores = 1, iter = 100, nameFile = 'output'):
-    
-    # Intersection between X and Y
-    geneList = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])].sort_values(by=['Gene symbol'])['Gene symbol']
-
-    print('Running mixer with subjects (Count: ' + str(Y.shape[1]) + ')...')
-    # Run Mixer Function with original Expressions
-    orig = Mixer(X, Y, cores)
-
-    print('Finish mixer')
-    
-    print('Get Medias')
-    
-    # Get Media by subject
-    totalMediaBySubject = Y.median(axis = 0, skipna = True)
-
-    # Get Media by subject with intersect signatureMatrix
-    totalMediaBySubjectLm22 = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])].median(axis = 0, skipna = True)
-    
-    # Get Media
-    maxMediaFullCohort = max(np.median(Y.iloc[:, 1:]), 1)
-
-    temp = pd.DataFrame([totalMediaBySubjectLm22/totalMediaBySubject, totalMediaBySubjectLm22/maxMediaFullCohort], index=['IscBySbj', 'IscPob']).T
-    orig.ACCmetrix[0] = pd.concat([orig.ACCmetrix[0], temp], sort = False, axis = 1) 
-  
-    matRand = list()
-
-    print('Creating population (Count: ' + str(iter) + ')...')
-
-    matRand = Parallel(n_jobs=cores, backend='threading')(delayed(Utils.sampleRandom)(Y = Y, i = i, verbose = 1) for i in range(iter))
-
-    #for i in range(iter):
-    #    matRand.append(Utils.sampleRandom(Y, i, 1))
-
-    print('Finish creating population')
-
-    matRand = map(list, zip(*matRand))
-    matRand = pd.DataFrame(matRand, Y['Gene symbol'])
-    matRand.reset_index(drop=True, inplace=True)
-    matRand = pd.concat([Y['Gene symbol'], matRand], sort = False, axis = 1)
-
-    print('Finish')
-
-    print('Running mixer with porpulationBased (Count: ' + str(matRand.shape[1]) + ')')
-    # Run Mixer Function with Random Matrix
-    outMix = Mixer(X, matRand, cores)
-
-    #geneList = pd.DataFrame(geneList)
-
-    result = pd.DataFrame([orig, outMix.ACCmetrix[0], geneList], ['Subjects', 'PermutedMetrix', 'usedGenes']).T
-
-    result.usedGenes[0] = pd.DataFrame(result.usedGenes[0])
-
-    pValues = list()
-    
-    pValues = result.Subjects[0].ACCmetrix[0].apply(Utils.getPValues, args=(result.PermutedMetrix[0], ), axis = 1)
-    pValues = pd.DataFrame(pValues.values.tolist(), index = pValues.index, columns=['RMSEa', 'RMSEa', 'Ra', 'Rp']) 
-    
-    print('Finish')
-
-    Utils.generateXlsx (result, pValues, nameFile)
-
-    return result, pValues
-
-
-
diff --git a/Mixture/build/lib/Mixture/nuSvmRobust.py b/Mixture/build/lib/Mixture/nuSvmRobust.py
deleted file mode 100644
index e1e2c24..0000000
--- a/Mixture/build/lib/Mixture/nuSvmRobust.py
+++ /dev/null
@@ -1,118 +0,0 @@
-# !/usr/bin/env python
-# coding: utf-8
-
-# In[1]:
-
-from __future__ import print_function
-import numpy as np
-import pandas as pd
-import os, math, sys
-import multiprocessing
-# from ipynb.fs.full.tuneSvmForDeconv import tuneSvmForDeconv
-from Mixture import tuneSvmForDeconv
-
-#pd.set_option('display.max_columns', None)
-#pd.set_option('display.max_rows', None)
-#pd.set_option('display.max_colwidth', -1)
-
-# Function nuSvmRobust
-# ----------------
-# @method nuSvmRobust
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [array] nuseq
-# @param [float] delta
-# @return -------------
-def nuSvmRobust(X, Y, subject, nuseq = [0.25,0.5,0.75], delta = 0.007, maxIter = 6, verbose = 0):
-
-    wSel = [1 for x in range(len(X.columns))]
-    wSel = pd.DataFrame(wSel, X.columns).T
-    ok = True
-    i = 0
-    model = 0
-
-    salida = list()
-
-    np.seterr(divide='ignore', invalid='ignore')
-
-    if verbose == 1:
-        print('--------------------------------------------------')
-        print('Subject: ' + str(subject) + ' Nro. Processor: ' + str(multiprocessing.current_process()))
-        print('--------------------------------------------------')
-
-    while ok:
-        i = i + 1
-        # Run function
-        XX = X.loc[:, X.columns.isin(wSel.columns[wSel.values[0] > 0])]
-        r, model = tuneSvmForDeconv.tuneSvmForDeconv(X = XX, Y = Y.values, nuseq = [0.25,0.5,0.75], delta = 0.007)
-
-        if i == 1:
-            salida.append(r)
-        
-        if verbose == 1:
-            print('Iter: ' + str(i) + ' Subject: ' + str(subject), flush=True)
-
-        # Get betas
-        w = model.coef_
-        
-        # Set values i to zero where i < 0
-        w = np.where(w<0, 0, w)
-
-        # Save new betas backup
-        wAbs = w
-        
-        # Normalize data
-        w = w/np.sum(w)
-        
-        # Set values i to zero where i < delta
-        w = np.where(w<delta, 0, w)
-
-        # Convert array to df
-        w = pd.DataFrame(w[0], XX.columns).T
-        
-        # Checking if all the values are NaN
-        if w.isnull().all().all():
-            wNan = np.empty(len(X.columns))#[0 for x in range(len(X.columns))]
-            wNan.fill(np.nan)
-            wNan = pd.DataFrame(wNan, X.columns).T
-            result = pd.Series([wNan, wNan, float('NaN'), float('NaN'), float('NaN'), float('NaN'), model.get_params()['nu'], i], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter'])
-            return result
-
-        # Checking if any value is < delta
-        if w.apply(lambda x: x < delta).any().any():
-            if(w.apply(lambda x: x > 0).sum().sum() == 1):
-                break
-            wSel.loc[:, wSel.columns.isin(w.loc[:, (w.values < delta).any(axis=0)].columns)] = 0
-        else:
-            ok = False
-        
-        if i >= maxIter and maxIter > -1:
-            ok = False
-
-    wOut = pd.DataFrame(wAbs[0], XX.columns).T
-
-    # Create wSel with all values in zero
-    wSel = [0 for x in range(len(X.columns))]
-    wSel = pd.DataFrame(wSel, X.columns).T
-    wSel.loc[:, wSel.columns.isin(wOut.columns)] = wOut
-
-    u = X.apply(lambda x: x * wSel.iloc[0], axis = 1).values
-    k = np.sum(u, axis = 1)
-    #k = u.sum(axis = 1, skipna = True)
-    nusvm = math.sqrt(pow((k - Y.values),2).mean())
-    corrv = np.corrcoef(k, Y.values)
-    #corrv = k.corr(Y.values)
-
-    w = wSel/wSel.sum().sum()
-    uW = X.apply(lambda x: x * w.iloc[0], axis = 1).values
-    kW = np.sum(uW, axis = 1)
-    #kW = uW.sum(axis = 1, skipna = True)
-    nusvmW = math.sqrt(pow((kW - Y.values),2).mean())
-    corrvW = np.corrcoef(kW, Y.values)
-    #corrvW = kW.corr(Y.values)
-
-    #wSel = wSel.where(wSel>delta).fillna(0)
-    #w = w.where(w>delta).fillna(0).round(1)
-
-    result = pd.Series([wSel, w, nusvm, nusvmW, corrv[0][1], corrvW[0][1], model.get_params()['nu'], i], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp',  'BestParams', 'Iter'])
-    return result
diff --git a/Mixture/build/lib/Mixture/tuneSvmForDeconv.py b/Mixture/build/lib/Mixture/tuneSvmForDeconv.py
deleted file mode 100644
index 0b35ba4..0000000
--- a/Mixture/build/lib/Mixture/tuneSvmForDeconv.py
+++ /dev/null
@@ -1,58 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import numpy as np
-import pandas as pd
-import os, math, sys
-
-from sklearn.svm import NuSVR
-
-# Function nuSvr (Not import)
-# Run NuSvr with expression Matrix and signature Matrix
-# @method nuSvr
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [float] nu
-# @param [float] delta
-# @return [Array] [{ float } RMSEpredict, { objet } model]
-def nuSvr(X, Y, nu, delta, verbose = False):
-
-    # Run NuSVR
-    clf = NuSVR(kernel='linear', C=1.0, nu=nu, verbose = verbose)
-    clf.fit(X, Y)
-    
-    # Get betas
-    w = clf.coef_
-
-    # Set values i to zero where i < 0
-    w = np.where(w<0, 0, w)    
-
-    # Normalize data
-    w = w/np.sum(w)
-
-    # Set values i to zero where i < delta
-    w = np.where(w<delta, 0, w)    
-    
-    # Product betas per rows X
-    neww = X.apply(lambda row: row*w[0], axis=1)# Get Predict
-    predict = neww.sum(axis=1)
-
-    # Get Rmse predict for nuseq
-    RmsePredict = math.sqrt(pow((Y - predict),2).mean())
-    return [RmsePredict, clf]
-
-# Function tuneSvmForDeconv
-# Create result nuSvr list with nuseq
-# @method tuneSvmForDeconv
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [array] nuseq
-# @param [float] delta
-# @return [DataFrame] [RMSEpredict, model]
-def tuneSvmForDeconv(X, Y, nuseq, delta, verbose = False):
-    result = list(map(lambda nu: nuSvr(X,Y, nu, delta, verbose), nuseq))
-    listNuSvr = pd.DataFrame(result, columns=['RMSEpred', 'model'])
-    
-    # Get min RMSEPredict
-    selector = listNuSvr.index[listNuSvr['RMSEpred'] == listNuSvr.min(axis = 0)[0]]
-    return listNuSvr, listNuSvr.iloc[selector[0]]['model']
diff --git a/Mixture/setup.py b/Mixture/setup.py
deleted file mode 100644
index 31e4355..0000000
--- a/Mixture/setup.py
+++ /dev/null
@@ -1,33 +0,0 @@
-from setuptools import setup
-
-with open("README.md", "r") as fh:
-    long_description = fh.read()
-
-setup(name='Mixture',
-      version='0.8',
-      description='Mixture for Py',
-      long_description=long_description,
-      long_description_content_type="text/markdown",
-      url='https://github.com/MsMatias/MixturePy',
-      include_package_data = True,
-      author='Mixture',
-      license='MIT',
-      packages=['Mixture'],
-      package_data = {
-            'Mixture': ['data/*']
-      },
-      install_requires=[
-            'pandas',
-            'numpy',
-            'scikit-learn',
-            'joblib',
-            'xlrd',
-            'openpyxl'
-      ],
-      classifiers=[
-        "Programming Language :: Python :: 3",
-        "License :: OSI Approved :: MIT License",
-        "Operating System :: OS Independent",
-      ],
-      python_requires='>=3.6',
-      zip_safe=False)
\ No newline at end of file
diff --git a/MixturePy.py b/MixturePy.py
deleted file mode 100644
index 8ccbb3c..0000000
--- a/MixturePy.py
+++ /dev/null
@@ -1,445 +0,0 @@
-import base64
-import datetime
-import io
-import Mixture
-import multiprocessing
-
-import numpy as np
-
-import dash
-from dash.dependencies import Input, Output, State
-import dash_core_components as dcc
-import dash_html_components as html
-import dash_table as dt
-from flask import send_file
-import plotly.graph_objects as go
-
-import pandas as pd
-
-expression = ''
-filename_expression = ''
-result = ''
-pValues = ''
-tableMetrics = ''
-
-cores = 4
-output = ''
-
-external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
-
-#app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
-app = dash.Dash(__name__)
-server = app.server
-app.config['suppress_callback_exceptions'] = True
-app.css.config.serve_locally = True
-
-app.layout = html.Div([
-    html.Link(
-        rel='stylesheet',
-        href='/assets/css/main.css'
-    ),
-    html.Div([
-      html.Img(src='assets/img/logo_mixture.png', style = {
-          'width': '300px'
-      }),
-      #html.H2('MIXTURE'),
-      html.H6('an improved algorithm for immune tumor microenvironment estimation based on gene expression data', style = {
-          'margin-top': '-20px'
-      })
-    ]),
-    html.Div([
-    html.Div([        
-        html.P('Expression file:'),
-        dcc.Upload(
-            id='upload-data',
-            children=html.Div([
-                'Drag and Drop or ',
-                html.A('Select File')
-            ]), style={
-                'width': '100%',
-                'height': '60px',
-                'lineHeight': '60px',
-                'borderWidth': '1px',
-                'borderStyle': 'dashed',
-                'borderRadius': '5px',
-                'textAlign': 'center',
-                'margin': '10px'
-            },
-            # Allow multiple files to be uploaded
-            multiple=True
-        ),
-        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
-        html.P('Signature Data:'),
-        dcc.Dropdown(
-            id='signature-input',
-            options=[
-                {'label': 'LM22', 'value': 'LM22'},
-                {'label': 'TIL10', 'value': 'TIL10'},
-            ],
-            value='LM22'
-        ),
-        html.P('Number of permutation samples:', style={
-            'margin-top': '10px'
-        }),
-        dcc.Input(
-            id='population-input',
-            placeholder='Enter a value...',
-            type='number',
-            min='1',
-            value=''
-        ),
-        html.P('CPUs:', style={
-            'margin-top': '10px'
-        }),
-        dcc.Slider(
-            id='cpu-slider',
-            min=1,
-            max=multiprocessing.cpu_count(),
-            step=1,
-            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
-            value=multiprocessing.cpu_count()
-        ),  
-        html.Button('Submit', id='button', style = {
-            'margin-top': '30px'
-        })        
-    ], style={
-            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'margin': '0px',
-            'flex': '1',
-            'height':'100%',
-            'background-color': '#FFFFFF',
-            'padding': '20px',
-            'border-radius': '5px',
-            'display': '-webkit-flex',
-            '-webkit-flex-direction': 'column',
-            'display': 'flex',
-            'flex-direction': 'column',
-    }),
-    html.Div([
-        html.Div(id='output-processing'),
-        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
-    ], style={
-            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'margin': '0px',
-            'margin-left': '10px',
-            'flex': '3',
-            'height':'100%',
-            'background-color': '#FFFFFF',
-            'padding': '20px',
-            'border-radius': '5px',
-            'display': '-webkit-flex',
-            '-webkit-flex-direction': 'column',
-            'display': 'flex',
-            'flex-direction': 'column',
-    })
-    ], style = {
-        'width':'100%',
-        'height':'100%',
-        'display': '-webkit-flex',
-        '-webkit-flex-direction': 'row',
-        'display': 'flex',
-        'flex-wrap': 'wrap',
-        'flex-direction': 'row',
-        'margin': '0px',
-        'padding': '0px',
-})
-], style = {
-        'width':'100%',
-        'height':'100%',
-        'display': '-webkit-flex',
-        '-webkit-flex-direction': 'column',
-        'display': 'flex',
-        'flex-direction': 'column',
-        'margin': '0px',
-        'padding': '0px',
-        'background-color': '#F7F7F7',
-})
-
-@app.callback(Output('tabs-content', 'children'),
-              [Input('tabs', 'value')])
-def render_content1(tab):
-    global result
-    count = len(result.Subjects[0].MIXprop[0])
-    if tab == 'tab-1':
-        xLabel = result.Subjects[0].MIXprop[0].index
-        columns = result.Subjects[0].MIXprop[0].columns        
-        return html.Div([
-            html.H3('Bar Plot Subject-Proportions'),
-            dcc.Graph(
-                id='graph-1-tabs',
-                figure=go.Figure(                    
-                    data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
-                    layout=go.Layout(
-                        barmode='relative',
-                        title_text='Bar Plot',
-                        height=700
-                    )
-                )
-            )
-        ])
-    elif tab == 'tab-2':
-        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]        
-        return html.Div([
-            html.H3('Heatmaps of estimated cell-type proportion values'),
-            dcc.Graph(
-                id='graph-2',
-                figure=go.Figure(data=go.Heatmap(
-                    z=np.transpose(items),
-                    x=result.Subjects[0].MIXprop[0].index,
-                    y=result.Subjects[0].MIXprop[0].columns,
-                    colorscale= [
-                        [0.0, 'rgb(255,255,255)'],
-                        [1.0, 'rgb(255,0,0)']
-                    ]
-                ),
-                    layout=go.Layout(
-                        height=700
-                    )
-                )
-            )
-        ])
-    elif tab == 'tab-3':
-        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
-        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
-        return html.Div([
-            html.H3('Immuno Content Score (Population Based)'),
-            dcc.Graph(
-                id='graph-2',
-                figure=go.Figure(
-                    data=[go.Scatter(
-                        x=result.Subjects[0].ACCmetrix[0].index, 
-                        y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
-                        mode='markers'
-                    )],
-                    layout=go.Layout(
-                        shapes=[
-                            go.layout.Shape(
-                                type="line",
-                                x0=-1,
-                                y0=mean,
-                                x1=count,
-                                y1=mean,
-                                line=dict(
-                                    color="red",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            ),
-                            go.layout.Shape(
-                                type="line",
-                                x0=-1,
-                                y0=(mean+2*std),
-                                x1=count,
-                                y1=(mean+2*std),
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            ),
-                            go.layout.Shape(
-                                type="line",
-                                x0=-1,
-                                y0=(mean-2*std),
-                                x1=count,
-                                y1=(mean-2*std),
-                                line=dict(
-                                    color="blue",
-                                    width=2,
-                                    dash="dashdot",
-                                ),
-                            )
-                        ],
-                        height=700
-                    )
-                )
-            )
-        ])
-
-@app.callback(Output('tabs2-content', 'children'),
-              [Input('tabs2', 'value')])
-def render_content2(tab):
-    if tab == 'tab2-1':
-        return html.Div([
-            html.H4('Finished Process'),
-            html.A('Download result', href='/download_result/')
-        ])
-    elif tab == 'tab2-2':
-        return html.Div([
-            dcc.Tabs(id='tabs3', value='tab3-1', children=[
-                dcc.Tab(label='Absolute', value='tab3-1'),
-                dcc.Tab(label='Proportions', value='tab3-2'),
-                dcc.Tab(label='Metrics', value='tab3-3'),
-            ]),
-            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
-        ])
-    elif tab == 'tab2-3':
-        return html.Div([
-            dcc.Tabs(id='tabs', value='tab-1', children=[
-                dcc.Tab(label='Bar Plot', value='tab-1'),
-                dcc.Tab(label='Heatmaps', value='tab-2'),
-                dcc.Tab(label='Immuno Content Score', value='tab-3'),
-            ]),
-            html.Div(id='tabs-content')
-        ])     
-
-@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
-              [Input('tabs3', 'value')])
-def update_data(tab):
-    global result
-    absolute = result.Subjects[0].MIXabs[0].reset_index()
-    proportions = result.Subjects[0].MIXprop[0].reset_index()
-    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
-    if tab == 'tab3-1':
-        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
-    elif tab == 'tab3-2':
-        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
-    elif tab == 'tab3-3':
-        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
-
-def parse_contents(contents, filename, date):
-    content_type, content_string = contents.split(',')
-    
-    global expression, filename_expression
-
-    decoded = base64.b64decode(content_string)
-    try:
-        if 'csv' in filename:
-            # Assume that the user uploaded a CSV file
-            df = pd.read_csv(
-                io.StringIO(decoded.decode('utf-8')))
-        elif 'xls' in filename or 'xlsx' in filename:
-            # Assume that the user uploaded an excel file
-            #df = pd.read_excel(io.BytesIO(decoded), sheet_name = 0)
-            expression = io.BytesIO(decoded)
-            
-    except Exception as e:
-        print(e)
-        return html.Div([
-            'There was an error processing this file.'
-        ])
-    
-    #df_expression = df
-    
-    filename_expression = filename
-    
-    return html.Div([
-        html.P('Selected:' + filename),
-        #html.H6(datetime.datetime.fromtimestamp(date)),
-
-        #dash_table.DataTable(
-        #    data=df.to_dict('records'),
-        #    columns=[{'name': i, 'id': i} for i in df.columns]
-        #),
-
-        #html.Hr(),  # horizontal line
-
-        # For debugging, display the raw contents provided by the web browser
-        #html.Div('Raw Content'),
-        #html.Pre(contents[0:200] + '...', style={
-        #    'whiteSpace': 'pre-wrap',
-        #    'wordBreak': 'break-all'
-        #})
-    ])
-
-
-@app.callback(Output('loading-output-1', 'children'),
-              [Input('upload-data', 'contents')],
-              [State('upload-data', 'filename'),
-               State('upload-data', 'last_modified')])
-def update_output(list_of_contents, list_of_names, list_of_dates):
-    if list_of_contents is not None:
-        children = [
-            parse_contents(c, n, d) for c, n, d in
-            zip(list_of_contents, list_of_names, list_of_dates)]
-        return children
-
-@app.callback(
-    Output("loading-output-2", "children"),
-    [dash.dependencies.Input('button', 'n_clicks')],
-    [dash.dependencies.State('signature-input', 'value'),
-     dash.dependencies.State('cpu-slider', 'value'),
-     dash.dependencies.State('population-input', 'value')])
-def update_output(n_clicks, signature, cpu, population):
-   
-    global expression, result, pValues, tableMetrics
-    
-    if n_clicks is not None:
-        
-        if signature == 'LM22':
-            X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0)
-        elif signature == 'TIL10':
-            X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0)
-        
-        Y = pd.read_excel(expression, sheet_name = 0) 
-        
-        if __name__ == '__main__':            
-            result, pValues = Mixture.Mixture(X, Y , cpu, population, '')
-            
-            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
-            
-        children = [            
-            dcc.Tabs(id='tabs2', value='tab2-1', children=[
-                dcc.Tab(label='Download', value='tab2-1'),
-                dcc.Tab(label='Tables', value='tab2-2'),
-                dcc.Tab(label='Plots', value='tab2-3'),
-            ]),
-            html.Div(id='tabs2-content')
-        ]
-        
-        return children
-    
-@app.server.route('/download_result/')
-def download_excel ():
-    
-    global result, pValues, filename_expression
-    
-    strIO = io.BytesIO()
-    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
-    result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
-    result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
-    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')        
-    pValues.to_excel(excel_writer, sheet_name='Pvalues')
-    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
-    excel_writer.save()
-    excel_data = strIO.getvalue()
-    strIO.seek(0)  
-    
-    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)
-
-#@app.callback(
-#    dash.dependencies.Output('button', 'style'),
-#    [dash.dependencies.Input('button', 'n_clicks'),
-#    Input('upload-data', 'contents')])
-#def update_output_hidden_button(n_clicks, contents):
-#    if n_clicks is not None:
-#        return {'display': 'none'}
-#    if contents is not None:
-#        return {'display': 'block'}
-
-@app.callback(
-    dash.dependencies.Output('output-processing', 'children'), 
-    [dash.dependencies.Input('button', 'n_clicks')],
-    [dash.dependencies.State('signature-input', 'value'),
-    dash.dependencies.State('population-input', 'value')])
-def input_triggers_spinner_2(value, signature, population):
-    if value is not None:
-        children = [
-            #html.P('Processing data...', style = {
-            #    'margin-top': '10px'
-            #}),
-            #html.P('Signature: ' + str(signature), style = {
-            #    'margin-top': '10px'
-            #}),
-            #html.P('Population based : ' + str(population), style = {
-            #    'margin-top': '10px'
-            #})
-        ]
-        #return children
-
-if __name__ == '__main__':
-    app.run_server(debug=True, host='0.0.0.0', port=8050)
\ No newline at end of file
diff --git a/MixturePy.spec b/MixturePy.spec
deleted file mode 100644
index 67a0d2b..0000000
--- a/MixturePy.spec
+++ /dev/null
@@ -1,33 +0,0 @@
-# -*- mode: python ; coding: utf-8 -*-
-
-block_cipher = None
-
-
-a = Analysis(['MixturePy.py'],
-             pathex=['C:\\Users\\MIRIAM\\Documents\\GitHub\\MixturePy'],
-             binaries=[],
-             datas=[],
-             hiddenimports=[],
-             hookspath=['.'],
-             runtime_hooks=[],
-             excludes=[],
-             win_no_prefer_redirects=False,
-             win_private_assemblies=False,
-             cipher=block_cipher,
-             noarchive=False)
-pyz = PYZ(a.pure, a.zipped_data,
-             cipher=block_cipher)
-exe = EXE(pyz,
-          a.scripts,
-          a.binaries,
-          a.zipfiles,
-          a.datas,
-          [],
-          name='MixturePy',
-          debug=False,
-          bootloader_ignore_signals=False,
-          strip=False,
-          upx=True,
-          upx_exclude=[],
-          runtime_tmpdir=None,
-          console=True )
diff --git a/NewmanFL TIL10.ipynb b/NewmanFL TIL10.ipynb
deleted file mode 100644
index fdd9440..0000000
--- a/NewmanFL TIL10.ipynb	
+++ /dev/null
@@ -1,943 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import os\n",
-    "import sys\n",
-    "import Mixture\n",
-    "import multiprocessing\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Num cores: 4\n"
-     ]
-    }
-   ],
-   "source": [
-    "print('Num cores: ' + str(multiprocessing.cpu_count()))\n",
-    "\n",
-    "cores = 4\n",
-    "iters = 4\n",
-    "output = 'NewmanFL_TIL10_500pops'\n",
-    "\n",
-    "if cores > multiprocessing.cpu_count():\n",
-    "    cores = multiprocessing.cpu_count()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "X = pd.read_excel('app/data/TIL10_signature.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "Y = pd.read_excel('data/NewmanFL.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Running mixer with subjects (Count: 15)...\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gzIter: 1 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
-      "\n",
-      "Iter: 1 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gzIter: 3 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "\n",
-      "--------------------------------------------------Iter: 3 Subject: GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz\n",
-      "\n",
-      "Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gzIter: 1 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
-      "\n",
-      "Iter: 2 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gzIter: 3 Subject: GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz\n",
-      "\n",
-      "Iter: 2 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
-      "Iter: 4 Subject: GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gzIter: 3 Subject: GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 1 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "--------------------------------------------------Iter: 2 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "\n",
-      "Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gzIter: 3 Subject: GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gzIter: 2 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
-      "Iter: 1 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
-      "\n",
-      "Iter: 3 Subject: GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz\n",
-      "Iter: 2 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
-      "Iter: 3 Subject: GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish mixer\n",
-      "Get Medias\n",
-      "Creating population (Count: 4)...\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Finish creating population\n",
-      "Finish\n",
-      "Running mixer with porpulationBased (Count: 5)\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1\n",
-      "Iter: 1 Subject: 0\n",
-      "Iter: 1 Subject: 2\n",
-      "Iter: 1 Subject: 3\n",
-      "Iter: 2 Subject: 1\n",
-      "Iter: 2 Subject: 0\n",
-      "Iter: 2 Subject: 2Iter: 2 Subject: 3\n",
-      "\n",
-      "Iter: 3 Subject: 0\n",
-      "Iter: 3 Subject: 1\n",
-      "Iter: 3 Subject: 2\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Run Mixer Function\n",
-    "if __name__ == '__main__':\n",
-    "    result, pValues = Mixture.Mixture(X, Y , cores, iters, output)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[0.90256962, 0.09743038, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ],\n",
-       "       [0.7136939 , 0.1289198 , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.11802777, 0.03935852, 0.        , 0.        ],\n",
-       "       [0.79589517, 0.09674959, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.03918719, 0.06816806, 0.        ],\n",
-       "       [0.46974898, 0.30925149, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.18748422, 0.03351531, 0.        , 0.        ],\n",
-       "       [0.60193307, 0.11220227, 0.16187135, 0.        , 0.        ,\n",
-       "        0.        , 0.10233414, 0.02165916, 0.        , 0.        ],\n",
-       "       [0.49398868, 0.12679016, 0.06592614, 0.        , 0.        ,\n",
-       "        0.        , 0.26288403, 0.05041099, 0.        , 0.        ],\n",
-       "       [0.70989344, 0.14510445, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.05838125, 0.05919139, 0.02742947, 0.        ],\n",
-       "       [0.88472318, 0.0553045 , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.05997232, 0.        ],\n",
-       "       [0.89564802, 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.10435198, 0.        , 0.        , 0.        ],\n",
-       "       [0.67255126, 0.15353534, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.13137347, 0.02168938, 0.02085054, 0.        ],\n",
-       "       [0.56230175, 0.08673577, 0.20400794, 0.        , 0.        ,\n",
-       "        0.        , 0.12470417, 0.02225037, 0.        , 0.        ],\n",
-       "       [0.93644457, 0.01161619, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.05193924, 0.        ],\n",
-       "       [0.54997657, 0.04595101, 0.06601392, 0.        , 0.        ,\n",
-       "        0.        , 0.30917694, 0.02888156, 0.        , 0.        ],\n",
-       "       [0.66715859, 0.13556801, 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.15357514, 0.04369827, 0.        , 0.        ]])"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "oo = result.Subjects[0].MIXprop[0].to_numpy(copy = True)\n",
-    "oo"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "a = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[0.90256962, 0.7136939 , 0.79589517, 0.46974898, 0.60193307,\n",
-       "        0.49398868, 0.70989344, 0.88472318, 0.89564802, 0.67255126,\n",
-       "        0.56230175, 0.93644457, 0.54997657, 0.66715859],\n",
-       "       [0.09743038, 0.1289198 , 0.09674959, 0.30925149, 0.11220227,\n",
-       "        0.12679016, 0.14510445, 0.0553045 , 0.        , 0.15353534,\n",
-       "        0.08673577, 0.01161619, 0.04595101, 0.13556801],\n",
-       "       [0.        , 0.        , 0.        , 0.        , 0.16187135,\n",
-       "        0.06592614, 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.20400794, 0.        , 0.06601392, 0.        ],\n",
-       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        ],\n",
-       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        ],\n",
-       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        ],\n",
-       "       [0.        , 0.11802777, 0.        , 0.18748422, 0.10233414,\n",
-       "        0.26288403, 0.05838125, 0.        , 0.10435198, 0.13137347,\n",
-       "        0.12470417, 0.        , 0.30917694, 0.15357514],\n",
-       "       [0.        , 0.03935852, 0.03918719, 0.03351531, 0.02165916,\n",
-       "        0.05041099, 0.05919139, 0.        , 0.        , 0.02168938,\n",
-       "        0.02225037, 0.        , 0.02888156, 0.04369827],\n",
-       "       [0.        , 0.        , 0.06816806, 0.        , 0.        ,\n",
-       "        0.        , 0.02742947, 0.05997232, 0.        , 0.02085054,\n",
-       "        0.        , 0.05193924, 0.        , 0.        ],\n",
-       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        ]])"
-      ]
-     },
-     "execution_count": 37,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.transpose(a)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>B.cells</th>\n",
-       "      <th>Macrophages.M1</th>\n",
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-       "      <th>Monocytes</th>\n",
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-       "      <td>GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz</td>\n",
-       "      <td>0.902570</td>\n",
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-       "      <td>0.713694</td>\n",
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-       "      <td>GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz</td>\n",
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-       "      <td>GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz</td>\n",
-       "      <td>0.601933</td>\n",
-       "      <td>0.112202</td>\n",
-       "      <td>0.161871</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.102334</td>\n",
-       "      <td>0.021659</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz</td>\n",
-       "      <td>0.493989</td>\n",
-       "      <td>0.126790</td>\n",
-       "      <td>0.065926</td>\n",
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-       "      <td>GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz</td>\n",
-       "      <td>0.709893</td>\n",
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-       "      <td>GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz</td>\n",
-       "      <td>0.884723</td>\n",
-       "      <td>0.055305</td>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.011616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz</td>\n",
-       "      <td>0.549977</td>\n",
-       "      <td>0.045951</td>\n",
-       "      <td>0.066014</td>\n",
-       "      <td>0.0</td>\n",
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-      ],
-      "text/plain": [
-       "                                                        B.cells  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.902570   \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.713694   \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.795895   \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.469749   \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.601933   \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.493989   \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.709893   \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.884723   \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.895648   \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.672551   \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.562302   \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.936445   \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.549977   \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.667159   \n",
-       "\n",
-       "                                                       Macrophages.M1  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.097430         \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.128920         \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.096750         \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.309251         \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.112202         \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.126790         \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.145104         \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.055305         \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.153535         \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.086736         \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.011616         \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.045951         \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.135568         \n",
-       "\n",
-       "                                                       Macrophages.M2  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000         \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.000000         \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.000000         \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.000000         \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.161871         \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.065926         \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.000000         \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000         \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.000000         \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.204008         \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000         \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.066014         \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.000000         \n",
-       "\n",
-       "                                                       Monocytes  Neutrophils  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0        0.0           \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0        0.0           \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0        0.0           \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0        0.0           \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0        0.0           \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0        0.0           \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0        0.0           \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0        0.0           \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0        0.0           \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0        0.0           \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0        0.0           \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0        0.0           \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0        0.0           \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0        0.0           \n",
-       "\n",
-       "                                                       NK.cells  T.cells.CD4  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0       0.000000      \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0       0.118028      \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0       0.000000      \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0       0.187484      \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0       0.102334      \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0       0.262884      \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0       0.058381      \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0       0.000000      \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0       0.104352      \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0       0.131373      \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0       0.124704      \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0       0.000000      \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0       0.309177      \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0       0.153575      \n",
-       "\n",
-       "                                                       T.cells.CD8     Tregs  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000     0.000000   \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.039359     0.000000   \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.039187     0.068168   \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.033515     0.000000   \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.021659     0.000000   \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.050411     0.000000   \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.059191     0.027429   \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000     0.059972   \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000     0.000000   \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.021689     0.020851   \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.022250     0.000000   \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000     0.051939   \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.028882     0.000000   \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.043698     0.000000   \n",
-       "\n",
-       "                                                       Dendritic.cells  \n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0              \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0              \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0              \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0              \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0              \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0              \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0              \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0              \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0              \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0              \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0              \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0              \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0              \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0              "
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "result.Subjects[0].MIXprop[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 56,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[{'index': 'GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz',\n",
-       "  'RMSEa': 0.7356467701374008,\n",
-       "  'RMSEp': 1.3580584756979353,\n",
-       "  'Ra': 0.7659924064451571,\n",
-       "  'Rp': 0.7659924064451571,\n",
-       "  'BestParams': 0.25,\n",
-       "  'Iter': 4,\n",
-       "  'IscBySbj': 1.3614559595090132,\n",
-       "  'IscPob': 1.4338058519231907},\n",
-       " {'index': 'GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz',\n",
-       "  'RMSEa': 0.7505897249244129,\n",
-       "  'RMSEp': 1.090406026517986,\n",
-       "  'Ra': 0.7110050497112939,\n",
-       "  'Rp': 0.7110050497112943,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4812507549846523,\n",
-       "  'IscPob': 1.7360281133525028},\n",
-       " {'index': 'GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz',\n",
-       "  'RMSEa': 0.732099068814191,\n",
-       "  'RMSEp': 1.2091834335647023,\n",
-       "  'Ra': 0.7288513928726023,\n",
-       "  'Rp': 0.7288513928726023,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.5709810234715755,\n",
-       "  'IscPob': 1.3941344285023054},\n",
-       " {'index': 'GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz',\n",
-       "  'RMSEa': 0.7275200560756733,\n",
-       "  'RMSEp': 0.7677020173040355,\n",
-       "  'Ra': 0.7341321745726567,\n",
-       "  'Rp': 0.7341321745726567,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.6949098559698745,\n",
-       "  'IscPob': 1.6767992068424078},\n",
-       " {'index': 'GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz',\n",
-       "  'RMSEa': 0.7645339483233782,\n",
-       "  'RMSEp': 0.9480152081799849,\n",
-       "  'Ra': 0.7073580843178506,\n",
-       "  'Rp': 0.7073580843178509,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4244382418785955,\n",
-       "  'IscPob': 1.4254052018177612},\n",
-       " {'index': 'GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz',\n",
-       "  'RMSEa': 0.8357526440717506,\n",
-       "  'RMSEp': 0.9220692012485019,\n",
-       "  'Ra': 0.603599701930536,\n",
-       "  'Rp': 0.6035997019305361,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 4,\n",
-       "  'IscBySbj': 1.5198711858383502,\n",
-       "  'IscPob': 1.7544527697105345},\n",
-       " {'index': 'GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz',\n",
-       "  'RMSEa': 0.7890824338319162,\n",
-       "  'RMSEp': 1.1467157955213947,\n",
-       "  'Ra': 0.662757463529935,\n",
-       "  'Rp': 0.6627574635299351,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.5299931536787006,\n",
-       "  'IscPob': 1.5963206231304197},\n",
-       " {'index': 'GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz',\n",
-       "  'RMSEa': 0.8181283890228448,\n",
-       "  'RMSEp': 1.5053263997506567,\n",
-       "  'Ra': 0.6158581588113806,\n",
-       "  'Rp': 0.6158581588113806,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4666248239439506,\n",
-       "  'IscPob': 1.3107743675863595},\n",
-       " {'index': 'GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz',\n",
-       "  'RMSEa': 0.738484399659218,\n",
-       "  'RMSEp': 1.4016467133867787,\n",
-       "  'Ra': 0.717762987535987,\n",
-       "  'Rp': 0.7177629875359868,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.3038483337900335,\n",
-       "  'IscPob': 1.1124117209595081},\n",
-       " {'index': 'GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz',\n",
-       "  'RMSEa': 0.8444033804632818,\n",
-       "  'RMSEp': 1.0593343920275025,\n",
-       "  'Ra': 0.6840760505412941,\n",
-       "  'Rp': 0.6840760505412938,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4653159078042208,\n",
-       "  'IscPob': 1.3889594811732004},\n",
-       " {'index': 'GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz',\n",
-       "  'RMSEa': 0.7574527293730309,\n",
-       "  'RMSEp': 0.9156376633520333,\n",
-       "  'Ra': 0.6965434899346512,\n",
-       "  'Rp': 0.6965434899346511,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.3842983256700507,\n",
-       "  'IscPob': 1.267873749017242},\n",
-       " {'index': 'GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz',\n",
-       "  'RMSEa': 0.7272371774257491,\n",
-       "  'RMSEp': 1.4552726472482724,\n",
-       "  'Ra': 0.7387176417109829,\n",
-       "  'Rp': 0.7387176417109832,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.6252912321302102,\n",
-       "  'IscPob': 1.6694893908251813},\n",
-       " {'index': 'GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz',\n",
-       "  'RMSEa': 0.7754653074972279,\n",
-       "  'RMSEp': 0.9107204618211545,\n",
-       "  'Ra': 0.665374889094444,\n",
-       "  'Rp': 0.665374889094444,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.6102328167574849,\n",
-       "  'IscPob': 1.514096545250108},\n",
-       " {'index': 'GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz',\n",
-       "  'RMSEa': 0.817035910688728,\n",
-       "  'RMSEp': 1.132628635352565,\n",
-       "  'Ra': 0.6139840261413105,\n",
-       "  'Rp': 0.6139840261413106,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.461235334393658,\n",
-       "  'IscPob': 1.5882348967389759}]"
-      ]
-     },
-     "execution_count": 56,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "absolute = result.Subjects[0].MIXabs[0].reset_index().to_dict('records')\n",
-    "proportions = result.Subjects[0].MIXprop[0].reset_index().to_dict('records')\n",
-    "metrics = result.Subjects[0].ACCmetrix[0].reset_index().to_dict('records')\n",
-    "metrics.to_dict('records')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 47,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "1.7015024184163652"
-      ]
-     },
-     "execution_count": 47,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)+2*np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'subject' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-6-82ca5fad9298>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Getting Real Betas Matrix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mvector\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msubject\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mBetas\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'subject' is not defined"
-     ]
-    }
-   ],
-   "source": [
-    "# Getting Real Betas Matrix\n",
-    "vector = [x[0] for x in subject]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
-    "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltman (betas, result):\n",
-    "    betahat = result.Subjects[0].MIXprop[0].T.to_numpy(copy=True)\n",
-    "    betahat = betahat.flatten()\n",
-    "    \n",
-    "    betasim = betas.to_numpy(copy=True)\n",
-    "    betasim = betasim.flatten()\n",
-    "    \n",
-    "    df = pd.DataFrame(np.transpose([betahat, betasim, (betahat - betasim)]), columns = ['betahat', 'betasim', 'difs'])\n",
-    "    summary = pd.DataFrame([[np.mean(df.difs),np.std(df.difs),np.min(df.difs),np.max(df.difs)]], columns = ['mn', 'sd', 'mi', 'mx'])\n",
-    "    return df, summary\n",
-    "       "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ba, summary = blandAltman (Betas, result)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltamGraph(ba, summary):\n",
-    "    fig, ax = plt.subplots(figsize=(16,8))\n",
-    "    ax.plot(ba.betasim, ba.difs, 'k.')\n",
-    "    plt.xlabel('Beta Sim')\n",
-    "    plt.ylabel('Difs')\n",
-    "    ax.axhline(summary.mn[0])\n",
-    "    ax.axhline(summary.mn[0]+2*summary.sd[0])\n",
-    "    ax.axhline(summary.mn[0]-2*summary.sd[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "blandAltamGraph(ba, summary)"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.0"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/PRUEBA.py b/PRUEBA.py
deleted file mode 100644
index 5de61dc..0000000
--- a/PRUEBA.py
+++ /dev/null
@@ -1,75 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-# ---------------------------------------------------
-# -------------------- WARNING ----------------------
-# ---------------------------------------------------
-# Do you need run this commands:
-# ulimit -n 8192
-# sudo sysctl -w fs.file-max=100000
-
-
-import pandas as pd
-import numpy as np
-import os
-import sys
-import Mixture
-import multiprocessing
-
-#Library to read RDS format
-import rpy2
-import rpy2.robjects as robjects
-from rpy2.robjects import pandas2ri
-from rpy2.robjects.conversion import localconverter
-
-def convertRDS (X):
-    readRDS = robjects.r['readRDS']
-    df = readRDS(X)    
-    with localconverter(robjects.default_converter + pandas2ri.converter):
-        df = robjects.conversion.rpy2py(df)
-        vector = np.array(df[0])
-        pd.DataFrame(vector, index = brcapd[0].rownames, columns = brcapd[0].colnames)
-        return pd
-
-if len(sys.argv) < 5:
-	print('Write first the dataset and output name file')
-	print('Example: [num cores] [iterators] [signature file] [expression file] [output file]')	
-	sys.exit()
-	
-cores = int(sys.argv[1])
-iters = int(sys.argv[2])
-signature = sys.argv[3]
-expression = sys.argv[4]
-output = sys.argv[5]
-
-print('Num cores: ' + str(multiprocessing.cpu_count()))
-
-if cores > multiprocessing.cpu_count():
-	cores = multiprocessing.cpu_count()
-    
-# Verify file format (XLS or XLSX)    
-#if X.find('.xls') != -1:
-    #X = pd.read_excel(signature, sheet_name = 0)
-#else if X.find('.rds') != -1:
-    #X = convertRDS(signature)
-        
-    
-#if Y.find('.xls') != -1:
-    #Y = pd.read_excel(expression, sheet_name = 0)
-#else if X.find('.rds') != -1:
-    #Y = convertRDS(expression)
-    
-readRDS = robjects.r['readRDS']
-    
-X = pd.read_excel(signature, sheet_name = 0)
-    
-df = readRDS(Y)
-with localconverter(robjects.default_converter + pandas2ri.converter):
-    df = robjects.conversion.rpy2py(df)
-    
-vector = [x[2] for x in df]
-Y = pd.DataFrame(np.column_stack(vector), index=df[0][2].rownames)
-
-# Run Mixer Function
-if __name__ == '__main__':
-	data = Mixture.Mixture(X, Y , cores, iters, output)
diff --git a/README.md b/README.md
deleted file mode 100644
index 7ead0b4..0000000
--- a/README.md
+++ /dev/null
@@ -1,61 +0,0 @@
-# MIXTUREpy
-
-A v-SVR based noise constrained Recursive Feature Extraction algorithm for robust deconvolution of cell-types mixture from molecular signatures in python
-
-Since the significant impact of immunotherapy in cancer, the estimation of the immune cell-type proportions present in a tumor becomes crucial. Currently, the deconvolution of the cell mixture content of a tumor is carried out by different analytic tools, yet the accuracy of inferred cell type proportions has room for improvement. We improve tumor immune environment characterization developing MIXTURE, an analytical method based on a noise constrained recursive variable selection for a support vector regression
-
-## Getting Started
-
-* [User Guide](https://docs.google.com/presentation/d/1lv8YGpmyuf9n9UUKAm5GavVHrqdSYf9m1UrzU_a0sK8/edit?usp=sharing)
-
-These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.
-
-### Prerequisites
-
-The current "functional like" version of the software requires the following libraries, however, this package download automatically yours dependencies
- * pandas
- * numpy
- * sklearn
- * rpy2
- * multiprocessing
- * joblib
-
-### Installing
-* [User Guide](https://docs.google.com/presentation/d/1lv8YGpmyuf9n9UUKAm5GavVHrqdSYf9m1UrzU_a0sK8/edit?usp=sharing)
-
-## Running MIXTURE
-
-* [User Guide](https://docs.google.com/presentation/d/1lv8YGpmyuf9n9UUKAm5GavVHrqdSYf9m1UrzU_a0sK8/edit?usp=sharing)
-
-This example tends to estimate the same pure cell-types from LM22 signature matrix from NewMan
-```
-# Read xlsx files
-X = pd.read_excel('data/LM22_signature.xlsx', sheet_name = 0) 
-Y = pd.read_excel('data/NewmanFL.xlsx', sheet_name = 0) 
-
-#Number of cores that will work
-core = 4
-
-#Number of permutation samples
-iter = 500
-
-#Name the output file xlsx (without format)
-output = 'Result_Newman'
-
-# Run Mixer Function
-if __name__ == '__main__':
-    result, pValues = Mixture.Mixture(X, Y , cores, iters, output)
-
-```
-
-## Contributing
-
-Please read [CONTRIBUTING.md](https://gist.github.com/PurpleBooth/b24679402957c63ec426) for details on our code of conduct, and the process for submitting pull requests to us.
-
-## Authors
-
-* **Elmer Andrés Fernández** - *Initial work* - [Profile](https://www.researchgate.net/profile/Elmer_Fernandez)
-
-## License
-
-This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details
diff --git a/Score.py b/Score.py
deleted file mode 100644
index f023c09..0000000
--- a/Score.py
+++ /dev/null
@@ -1,54 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-import numpy as np
-import pandas as pd
-import os
-
-from sklearn.preprocessing import StandardScaler
-from sklearn.preprocessing import scale
-from joblib import Parallel, delayed
-
-# Function Score
-# Main Function
-# @method Score
-# @param [DataFrame] Signature
-# @param [DataFrame] Expression
-# @param [int] num Cores
-# @return -------
-def Score(X, Y, cores):
-
-    print('Normalizing data')
-    
-    # Intersection between X and Y
-    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
-    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
-    
-    # Ordering by GeneSymbol
-    X = X.sort_values(by=['Gene symbol'])
-    Y = Y.sort_values(by=['Gene symbol'])
-
-    # Slice Gene symbol column
-    X = X.iloc[:, 1:]
-    Y = Y.iloc[:, 1:]
-    X.reset_index(drop=True, inplace=True)
-
-    out = list()
-    print('Processing...')
-
-    out = Parallel(n_jobs=cores, backend='threading')(delayed(linearDeconv)(X = X, Y = j) for i, j in Yn.iteritems())
-             
-    #out = [x.recv() for x in pipe_list]
-
-    print('_____________________________________________________________________')
-    
-    print('Finish Svm')
-
-    return pd.DataFrame(out)
-
-def linearDeconv (X, Y):
-    svr = LinearSVR(random_state=0)
-    model = svr.fit(X, Y)
-    score = model.coef_
-    score[np.where(score<0)] = 0 
-    return (score/sum(score))
diff --git a/Test Beta List.ipynb b/Test Beta List.ipynb
deleted file mode 100644
index e3438f3..0000000
--- a/Test Beta List.ipynb	
+++ /dev/null
@@ -1,1434 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import os\n",
-    "import sys\n",
-    "import Mixture\n",
-    "import multiprocessing\n",
-    "\n",
-    "#Library to read RDS format\n",
-    "import rpy2\n",
-    "import rpy2.robjects as robjects\n",
-    "from rpy2.robjects import pandas2ri\n",
-    "from rpy2.robjects.conversion import localconverter"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Num cores: 8\n"
-     ]
-    }
-   ],
-   "source": [
-    "print('Num cores: ' + str(multiprocessing.cpu_count()))\n",
-    "\n",
-    "cores = 4\n",
-    "iters = 1000\n",
-    "output = 'outputBetas'\n",
-    "\n",
-    "if cores > multiprocessing.cpu_count():\n",
-    "    cores = multiprocessing.cpu_count()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read RDS file\n",
-    "readRDS = robjects.r['readRDS']\n",
-    "df = readRDS('data/betas.list.rds')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    <span>ListVector with 3 elements.</span>\n",
-       "    <table>\n",
-       "      <tbody>\n",
-       "      \n",
-       "      <tr>\n",
-       "      <th>\n",
-       "        beta\n",
-       "      </th>\n",
-       "      <td>\n",
-       "        \n",
-       "    <span>FloatVector with 22 elements.</span>\n",
-       "    <table>\n",
-       "      <tbody>\n",
-       "      <tr>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.258236\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        ...\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        0.000000\n",
-       "      </td>\n",
-       "      \n",
-       "      </tr>\n",
-       "      </tbody>\n",
-       "    </table>\n",
-       "    \n",
-       "      </td>\n",
-       "      </tr>\n",
-       "      \n",
-       "      <tr>\n",
-       "      <th>\n",
-       "        id\n",
-       "      </th>\n",
-       "      <td>\n",
-       "        \n",
-       "    <span>IntVector with 4 elements.</span>\n",
-       "    <table>\n",
-       "      <tbody>\n",
-       "      <tr>\n",
-       "      \n",
-       "      <td>\n",
-       "        2\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        12\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        18\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        11\n",
-       "      </td>\n",
-       "      \n",
-       "      </tr>\n",
-       "      </tbody>\n",
-       "    </table>\n",
-       "    \n",
-       "      </td>\n",
-       "      </tr>\n",
-       "      \n",
-       "      <tr>\n",
-       "      <th>\n",
-       "        A\n",
-       "      </th>\n",
-       "      <td>\n",
-       "        \n",
-       "    <span>Matrix with 547 elements.</span>\n",
-       "    <table>\n",
-       "      <tbody>\n",
-       "      <tr>\n",
-       "      \n",
-       "      <td>\n",
-       "        8.945509\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        21.455863\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        305.800368\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        65.863909\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        ...\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        55.477425\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        264.231769\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        33.113837\n",
-       "      </td>\n",
-       "      \n",
-       "      <td>\n",
-       "        46.008688\n",
-       "      </td>\n",
-       "      \n",
-       "      </tr>\n",
-       "      </tbody>\n",
-       "    </table>\n",
-       "    \n",
-       "      </td>\n",
-       "      </tr>\n",
-       "      \n",
-       "      </tbody>\n",
-       "    </table>\n",
-       "    "
-      ],
-      "text/plain": [
-       "R object with classes: ('list',) mapped to:\n",
-       "<ListVector - Python:0x7f6b36e2cb48 / R:0x4bd2d88>\n",
-       "[FloatVector, IntVector, Matrix]\n",
-       "  beta: <class 'rpy2.robjects.vectors.FloatVector'>\n",
-       "  R object with classes: ('numeric',) mapped to:\n",
-       "<FloatVector - Python:0x7f6b63108bc8 / R:0x4b74490>\n",
-       "[0.000000, 0.258236, 0.000000, 0.000000, ..., 0.000000, 0.000000, 0.000000, 0.000000]\n",
-       "  id: <class 'rpy2.robjects.vectors.IntVector'>\n",
-       "  R object with classes: ('integer',) mapped to:\n",
-       "<IntVector - Python:0x7f6b36dbc308 / R:0x3594e88>\n",
-       "[2, 12, 18, 11]\n",
-       "  A: <class 'rpy2.robjects.vectors.Matrix'>\n",
-       "  R object with classes: ('matrix',) mapped to:\n",
-       "<Matrix - Python:0x7f6b7c27fcc8 / R:0x1a4eb60>\n",
-       "[8.945509, 21.455863, 305.800368, 65.863909, ..., 55.477425, 264.231769, 33.113837, 46.008688]"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "subject = df\n",
-    "\n",
-    "# Getting expression matrix\n",
-    "vector = [x[2] for x in subject]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
-    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "Y.insert(0, 'Gene symbol', df[0][2].rownames)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Run Mixer Function\n",
-    "if __name__ == '__main__':\n",
-    "    result, pValues = Mixture.Mixture(X, Y , cores, iters, output)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>ABCB4</td>\n",
-       "      <td>8.945509</td>\n",
-       "      <td>142.072478</td>\n",
-       "      <td>71.095286</td>\n",
-       "      <td>8.044532</td>\n",
-       "      <td>253.830927</td>\n",
-       "      <td>43.752652</td>\n",
-       "      <td>47.582160</td>\n",
-       "      <td>7.830238</td>\n",
-       "      <td>15.211115</td>\n",
-       "      <td>...</td>\n",
-       "      <td>84.864943</td>\n",
-       "      <td>54.942746</td>\n",
-       "      <td>11.458127</td>\n",
-       "      <td>12.562665</td>\n",
-       "      <td>11.183133</td>\n",
-       "      <td>111.092859</td>\n",
-       "      <td>8.882520</td>\n",
-       "      <td>152.604925</td>\n",
-       "      <td>16.704595</td>\n",
-       "      <td>58.549290</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>ABCB9</td>\n",
-       "      <td>21.455863</td>\n",
-       "      <td>25.912689</td>\n",
-       "      <td>32.460429</td>\n",
-       "      <td>27.940755</td>\n",
-       "      <td>30.659187</td>\n",
-       "      <td>59.309729</td>\n",
-       "      <td>62.014366</td>\n",
-       "      <td>73.310523</td>\n",
-       "      <td>42.817621</td>\n",
-       "      <td>...</td>\n",
-       "      <td>138.652921</td>\n",
-       "      <td>65.280665</td>\n",
-       "      <td>39.721963</td>\n",
-       "      <td>27.828250</td>\n",
-       "      <td>73.528976</td>\n",
-       "      <td>113.498626</td>\n",
-       "      <td>26.065736</td>\n",
-       "      <td>37.998120</td>\n",
-       "      <td>29.615076</td>\n",
-       "      <td>69.974101</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>ACAP1</td>\n",
-       "      <td>305.800368</td>\n",
-       "      <td>305.701176</td>\n",
-       "      <td>440.246375</td>\n",
-       "      <td>1078.154315</td>\n",
-       "      <td>354.591811</td>\n",
-       "      <td>394.696046</td>\n",
-       "      <td>449.849152</td>\n",
-       "      <td>738.459592</td>\n",
-       "      <td>93.286625</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1017.017436</td>\n",
-       "      <td>638.869917</td>\n",
-       "      <td>1278.316667</td>\n",
-       "      <td>463.637793</td>\n",
-       "      <td>410.964707</td>\n",
-       "      <td>264.947011</td>\n",
-       "      <td>300.680626</td>\n",
-       "      <td>570.847867</td>\n",
-       "      <td>535.480544</td>\n",
-       "      <td>373.985972</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>ACHE</td>\n",
-       "      <td>65.863909</td>\n",
-       "      <td>32.632942</td>\n",
-       "      <td>200.344101</td>\n",
-       "      <td>25.518450</td>\n",
-       "      <td>15.576948</td>\n",
-       "      <td>15.815799</td>\n",
-       "      <td>475.518668</td>\n",
-       "      <td>18.808570</td>\n",
-       "      <td>16.286325</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.612007</td>\n",
-       "      <td>15.661439</td>\n",
-       "      <td>23.686100</td>\n",
-       "      <td>27.330396</td>\n",
-       "      <td>21.759842</td>\n",
-       "      <td>222.132962</td>\n",
-       "      <td>26.807785</td>\n",
-       "      <td>24.270998</td>\n",
-       "      <td>49.766596</td>\n",
-       "      <td>18.725972</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>ACP5</td>\n",
-       "      <td>1764.173365</td>\n",
-       "      <td>736.850311</td>\n",
-       "      <td>2243.253122</td>\n",
-       "      <td>708.548176</td>\n",
-       "      <td>489.961399</td>\n",
-       "      <td>5264.979865</td>\n",
-       "      <td>5558.314221</td>\n",
-       "      <td>3516.649180</td>\n",
-       "      <td>284.860889</td>\n",
-       "      <td>...</td>\n",
-       "      <td>715.277420</td>\n",
-       "      <td>6588.323313</td>\n",
-       "      <td>624.908135</td>\n",
-       "      <td>385.425993</td>\n",
-       "      <td>717.274684</td>\n",
-       "      <td>3382.445949</td>\n",
-       "      <td>410.806940</td>\n",
-       "      <td>5143.951626</td>\n",
-       "      <td>1234.755625</td>\n",
-       "      <td>6168.356860</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>ZNF204P</td>\n",
-       "      <td>37.644691</td>\n",
-       "      <td>66.576216</td>\n",
-       "      <td>60.350026</td>\n",
-       "      <td>93.229518</td>\n",
-       "      <td>88.303392</td>\n",
-       "      <td>37.017506</td>\n",
-       "      <td>41.726875</td>\n",
-       "      <td>104.026925</td>\n",
-       "      <td>34.006948</td>\n",
-       "      <td>...</td>\n",
-       "      <td>239.679116</td>\n",
-       "      <td>40.275058</td>\n",
-       "      <td>54.923127</td>\n",
-       "      <td>70.272556</td>\n",
-       "      <td>71.402736</td>\n",
-       "      <td>56.940340</td>\n",
-       "      <td>99.268541</td>\n",
-       "      <td>57.248904</td>\n",
-       "      <td>38.758141</td>\n",
-       "      <td>62.754896</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>543</th>\n",
-       "      <td>ZNF222</td>\n",
-       "      <td>55.477425</td>\n",
-       "      <td>75.212158</td>\n",
-       "      <td>136.853378</td>\n",
-       "      <td>58.611631</td>\n",
-       "      <td>75.822563</td>\n",
-       "      <td>108.799567</td>\n",
-       "      <td>50.721505</td>\n",
-       "      <td>78.743189</td>\n",
-       "      <td>218.620946</td>\n",
-       "      <td>...</td>\n",
-       "      <td>67.186437</td>\n",
-       "      <td>139.685100</td>\n",
-       "      <td>18.636002</td>\n",
-       "      <td>21.385793</td>\n",
-       "      <td>105.502434</td>\n",
-       "      <td>85.931962</td>\n",
-       "      <td>14.435118</td>\n",
-       "      <td>104.576465</td>\n",
-       "      <td>72.553893</td>\n",
-       "      <td>76.525896</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>544</th>\n",
-       "      <td>ZNF286A</td>\n",
-       "      <td>264.231769</td>\n",
-       "      <td>271.793550</td>\n",
-       "      <td>161.411805</td>\n",
-       "      <td>174.949169</td>\n",
-       "      <td>397.851418</td>\n",
-       "      <td>88.367197</td>\n",
-       "      <td>88.748593</td>\n",
-       "      <td>110.495348</td>\n",
-       "      <td>59.287232</td>\n",
-       "      <td>...</td>\n",
-       "      <td>133.857993</td>\n",
-       "      <td>71.955046</td>\n",
-       "      <td>292.884501</td>\n",
-       "      <td>359.685132</td>\n",
-       "      <td>173.210334</td>\n",
-       "      <td>199.690999</td>\n",
-       "      <td>227.653742</td>\n",
-       "      <td>212.150047</td>\n",
-       "      <td>245.312982</td>\n",
-       "      <td>127.379798</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>545</th>\n",
-       "      <td>ZNF324</td>\n",
-       "      <td>33.113837</td>\n",
-       "      <td>32.073927</td>\n",
-       "      <td>50.055727</td>\n",
-       "      <td>87.962337</td>\n",
-       "      <td>28.560296</td>\n",
-       "      <td>66.969016</td>\n",
-       "      <td>37.002385</td>\n",
-       "      <td>125.347426</td>\n",
-       "      <td>35.753980</td>\n",
-       "      <td>...</td>\n",
-       "      <td>199.609382</td>\n",
-       "      <td>110.422714</td>\n",
-       "      <td>49.095683</td>\n",
-       "      <td>39.598220</td>\n",
-       "      <td>35.608618</td>\n",
-       "      <td>29.293826</td>\n",
-       "      <td>38.157508</td>\n",
-       "      <td>42.957260</td>\n",
-       "      <td>38.805697</td>\n",
-       "      <td>30.459135</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>546</th>\n",
-       "      <td>ZNF442</td>\n",
-       "      <td>46.008688</td>\n",
-       "      <td>16.340898</td>\n",
-       "      <td>47.347140</td>\n",
-       "      <td>99.223603</td>\n",
-       "      <td>35.190881</td>\n",
-       "      <td>42.536981</td>\n",
-       "      <td>62.975374</td>\n",
-       "      <td>25.603234</td>\n",
-       "      <td>52.160910</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.765620</td>\n",
-       "      <td>46.315111</td>\n",
-       "      <td>33.432569</td>\n",
-       "      <td>87.493393</td>\n",
-       "      <td>55.264631</td>\n",
-       "      <td>45.176320</td>\n",
-       "      <td>120.624816</td>\n",
-       "      <td>33.660961</td>\n",
-       "      <td>32.684330</td>\n",
-       "      <td>26.963862</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>547 rows × 1001 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    Gene symbol           V1          V2           V3           V4  \\\n",
-       "0         ABCB4     8.945509  142.072478    71.095286     8.044532   \n",
-       "1         ABCB9    21.455863   25.912689    32.460429    27.940755   \n",
-       "2         ACAP1   305.800368  305.701176   440.246375  1078.154315   \n",
-       "3          ACHE    65.863909   32.632942   200.344101    25.518450   \n",
-       "4          ACP5  1764.173365  736.850311  2243.253122   708.548176   \n",
-       "..          ...          ...         ...          ...          ...   \n",
-       "542     ZNF204P    37.644691   66.576216    60.350026    93.229518   \n",
-       "543      ZNF222    55.477425   75.212158   136.853378    58.611631   \n",
-       "544     ZNF286A   264.231769  271.793550   161.411805   174.949169   \n",
-       "545      ZNF324    33.113837   32.073927    50.055727    87.962337   \n",
-       "546      ZNF442    46.008688   16.340898    47.347140    99.223603   \n",
-       "\n",
-       "             V5           V6           V7           V8          V9  ...  \\\n",
-       "0    253.830927    43.752652    47.582160     7.830238   15.211115  ...   \n",
-       "1     30.659187    59.309729    62.014366    73.310523   42.817621  ...   \n",
-       "2    354.591811   394.696046   449.849152   738.459592   93.286625  ...   \n",
-       "3     15.576948    15.815799   475.518668    18.808570   16.286325  ...   \n",
-       "4    489.961399  5264.979865  5558.314221  3516.649180  284.860889  ...   \n",
-       "..          ...          ...          ...          ...         ...  ...   \n",
-       "542   88.303392    37.017506    41.726875   104.026925   34.006948  ...   \n",
-       "543   75.822563   108.799567    50.721505    78.743189  218.620946  ...   \n",
-       "544  397.851418    88.367197    88.748593   110.495348   59.287232  ...   \n",
-       "545   28.560296    66.969016    37.002385   125.347426   35.753980  ...   \n",
-       "546   35.190881    42.536981    62.975374    25.603234   52.160910  ...   \n",
-       "\n",
-       "            V991         V992         V993        V994        V995  \\\n",
-       "0      84.864943    54.942746    11.458127   12.562665   11.183133   \n",
-       "1     138.652921    65.280665    39.721963   27.828250   73.528976   \n",
-       "2    1017.017436   638.869917  1278.316667  463.637793  410.964707   \n",
-       "3      22.612007    15.661439    23.686100   27.330396   21.759842   \n",
-       "4     715.277420  6588.323313   624.908135  385.425993  717.274684   \n",
-       "..           ...          ...          ...         ...         ...   \n",
-       "542   239.679116    40.275058    54.923127   70.272556   71.402736   \n",
-       "543    67.186437   139.685100    18.636002   21.385793  105.502434   \n",
-       "544   133.857993    71.955046   292.884501  359.685132  173.210334   \n",
-       "545   199.609382   110.422714    49.095683   39.598220   35.608618   \n",
-       "546    22.765620    46.315111    33.432569   87.493393   55.264631   \n",
-       "\n",
-       "            V996        V997         V998         V999        V1000  \n",
-       "0     111.092859    8.882520   152.604925    16.704595    58.549290  \n",
-       "1     113.498626   26.065736    37.998120    29.615076    69.974101  \n",
-       "2     264.947011  300.680626   570.847867   535.480544   373.985972  \n",
-       "3     222.132962   26.807785    24.270998    49.766596    18.725972  \n",
-       "4    3382.445949  410.806940  5143.951626  1234.755625  6168.356860  \n",
-       "..           ...         ...          ...          ...          ...  \n",
-       "542    56.940340   99.268541    57.248904    38.758141    62.754896  \n",
-       "543    85.931962   14.435118   104.576465    72.553893    76.525896  \n",
-       "544   199.690999  227.653742   212.150047   245.312982   127.379798  \n",
-       "545    29.293826   38.157508    42.957260    38.805697    30.459135  \n",
-       "546    45.176320  120.624816    33.660961    32.684330    26.963862  \n",
-       "\n",
-       "[547 rows x 1001 columns]"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "# Getting Real Betas Matrix\n",
-    "vector = [x[0] for x in subject]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
-    "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>V10</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.144805</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.151435</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.243382</td>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0.258236</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.123142</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.163870</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.134084</td>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.064282</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.167104</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.078685</td>\n",
-       "      <td>0.116005</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.132431</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.316152</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.146968</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.186034</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.538401</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.175251</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.244871</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.087650</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.257640</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.204977</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.481061</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.338854</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.118573</td>\n",
-       "      <td>0.272285</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.264511</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.246274</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.55187</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.333858</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.208662</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.48754</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.184583</td>\n",
-       "      <td>0.148675</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.393857</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.419016</td>\n",
-       "      <td>0.162395</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.661146</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0.296080</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.052661</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>0.163893</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.075733</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.164033</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.148909</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.120579</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.127220</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.221290</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.291807</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.134640</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.316664</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.202787</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.127842</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.088119</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.342133</td>\n",
-       "      <td>0.318030</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.44813</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.159025</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.428634</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0.281791</td>\n",
-       "      <td>0.087939</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.156644</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.158745</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.165131</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.174777</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.304215</td>\n",
-       "      <td>0.121304</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.643257</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.149691</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.055581</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.300709</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.356743</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.118628</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.263688</td>\n",
-       "      <td>0.147197</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.125086</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.109841</td>\n",
-       "      <td>0.146638</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.192109</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.161540</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.51246</td>\n",
-       "      <td>0.580984</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.288422</td>\n",
-       "      <td>0.166528</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>22 rows × 1000 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "          V1        V2        V3        V4        V5        V6        V7  \\\n",
-       "0   0.000000  0.231124  0.111539  0.000000  0.450914  0.000000  0.000000   \n",
-       "1   0.258236  0.000000  0.000000  0.000000  0.000000  0.123142  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.132431  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.175251  0.000000  0.000000  0.244871  0.000000  0.000000   \n",
-       "6   0.000000  0.204977  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.118573  0.272285  0.000000  0.264511  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.333858  0.000000  0.000000  0.208662   \n",
-       "9   0.000000  0.000000  0.000000  0.393857  0.000000  0.000000  0.000000   \n",
-       "10  0.296080  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.163893  0.000000  0.075733  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.148909  0.000000   \n",
-       "13  0.000000  0.000000  0.127220  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.134640  0.000000  0.000000  0.000000  0.316664   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.342133  0.318030   \n",
-       "17  0.281791  0.087939  0.000000  0.000000  0.000000  0.000000  0.156644   \n",
-       "18  0.000000  0.000000  0.174777  0.000000  0.304215  0.121304  0.000000   \n",
-       "19  0.000000  0.300709  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.125086  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "          V8        V9       V10  ...      V991     V992     V993      V994  \\\n",
-       "0   0.000000  0.000000  0.000000  ...  0.144805  0.00000  0.00000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "2   0.064282  0.000000  0.000000  ...  0.167104  0.00000  0.00000  0.000000   \n",
-       "3   0.000000  0.000000  0.316152  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "4   0.186034  0.000000  0.000000  ...  0.538401  0.00000  0.00000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "6   0.000000  0.000000  0.481061  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "7   0.246274  0.000000  0.000000  ...  0.000000  0.55187  0.00000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.48754  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.419016   \n",
-       "10  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "12  0.120579  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "13  0.221290  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "14  0.000000  0.000000  0.202787  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  ...  0.000000  0.44813  0.00000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "18  0.000000  0.643257  0.000000  ...  0.149691  0.00000  0.00000  0.000000   \n",
-       "19  0.000000  0.356743  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  ...  0.000000  0.00000  0.00000  0.000000   \n",
-       "21  0.161540  0.000000  0.000000  ...  0.000000  0.00000  0.51246  0.580984   \n",
-       "\n",
-       "        V995      V996      V997      V998      V999     V1000  \n",
-       "0   0.000000  0.151435  0.000000  0.243382  0.000000  0.000000  \n",
-       "1   0.163870  0.000000  0.000000  0.000000  0.134084  0.000000  \n",
-       "2   0.078685  0.116005  0.000000  0.000000  0.000000  0.000000  \n",
-       "3   0.146968  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "5   0.000000  0.087650  0.000000  0.000000  0.000000  0.257640  \n",
-       "6   0.000000  0.000000  0.338854  0.000000  0.000000  0.000000  \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "8   0.000000  0.000000  0.000000  0.184583  0.148675  0.000000  \n",
-       "9   0.162395  0.000000  0.661146  0.000000  0.000000  0.000000  \n",
-       "10  0.000000  0.052661  0.000000  0.000000  0.000000  0.000000  \n",
-       "11  0.164033  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "13  0.000000  0.000000  0.000000  0.291807  0.000000  0.000000  \n",
-       "14  0.000000  0.127842  0.000000  0.000000  0.000000  0.000000  \n",
-       "15  0.000000  0.000000  0.000000  0.088119  0.000000  0.000000  \n",
-       "16  0.000000  0.159025  0.000000  0.000000  0.000000  0.428634  \n",
-       "17  0.000000  0.158745  0.000000  0.000000  0.165131  0.000000  \n",
-       "18  0.055581  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "19  0.118628  0.000000  0.000000  0.000000  0.263688  0.147197  \n",
-       "20  0.109841  0.146638  0.000000  0.192109  0.000000  0.000000  \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.288422  0.166528  \n",
-       "\n",
-       "[22 rows x 1000 columns]"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Betas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltman (betas, result):\n",
-    "    betahat = result.Subjects[0].MIXprop[0].T.to_numpy(copy=True)\n",
-    "    betahat = betahat.flatten()\n",
-    "    \n",
-    "    betasim = betas.to_numpy(copy=True)\n",
-    "    betasim = betasim.flatten()\n",
-    "    \n",
-    "    df = pd.DataFrame(np.transpose([betahat, betasim, (betahat - betasim)]), columns = ['betahat', 'betasim', 'difs'])\n",
-    "    summary = pd.DataFrame([[np.mean(df.difs),np.std(df.difs),np.min(df.difs),np.max(df.difs)]], columns = ['mn', 'sd', 'mi', 'mx'])\n",
-    "    return df, summary\n",
-    "       "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ba, summary = blandAltman (Betas, result)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltamGraph(ba, summary):\n",
-    "    fig, ax = plt.subplots(figsize=(16,8))\n",
-    "    ax.plot(ba.betasim, ba.difs, 'k.')\n",
-    "    plt.xlabel('Beta Sim')\n",
-    "    plt.ylabel('Difs')\n",
-    "    ax.axhline(summary.mn[0])\n",
-    "    ax.axhline(summary.mn[0]+2*summary.sd[0])\n",
-    "    ax.axhline(summary.mn[0]-2*summary.sd[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 1152x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "blandAltamGraph(ba, summary)"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/Test Beta Noise List.ipynb b/Test Beta Noise List.ipynb
deleted file mode 100644
index 51f8673..0000000
--- a/Test Beta Noise List.ipynb	
+++ /dev/null
@@ -1,180798 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'rpy2'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-2-fc8fff23eaa0>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[1;31m#Library to read RDS format\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     10\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     11\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
-     ]
-    }
-   ],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import os\n",
-    "import sys\n",
-    "import Mixture\n",
-    "import multiprocessing\n",
-    "\n",
-    "#Library to read RDS format\n",
-    "import rpy2\n",
-    "import rpy2.robjects as robjects\n",
-    "from rpy2.robjects import pandas2ri\n",
-    "from rpy2.robjects.conversion import localconverter"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Num cores: 4\n"
-     ]
-    }
-   ],
-   "source": [
-    "print('Num cores: ' + str(multiprocessing.cpu_count()))\n",
-    "\n",
-    "cores = 4\n",
-    "iters = 1000\n",
-    "output = 'outputBetasNoise'\n",
-    "\n",
-    "if cores > multiprocessing.cpu_count():\n",
-    "    cores = multiprocessing.cpu_count()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "X = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Running mixer with subjects (Count: 1001)...\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish mixer\n",
-      "Get Medias\n",
-      "Creating population (Count: 1000)...\n",
-      "Finish creating population\n",
-      "Finish\n",
-      "Running mixer with porpulationBased (Count: 1001)\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Read RDS file\n",
-    "readRDS = robjects.r['readRDS']\n",
-    "df = readRDS('data/betas.noise.list.rds')\n",
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    df = robjects.conversion.rpy2py(df)\n",
-    "    \n",
-    "subject = df\n",
-    "\n",
-    "# Getting expression matrix\n",
-    "vector = [x[2] for x in subject]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
-    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "Y.insert(0, 'Gene symbol', df[0][2].rownames)\n",
-    "\n",
-    "# Run Mixer Function\n",
-    "if __name__ == '__main__':\n",
-    "    result, pValues = Mixture.Mixture(X, Y , cores, iters, output)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "# Getting Real Betas Matrix\n",
-    "vector = [x[0] for x in subject]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
-    "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 119,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "      <th></th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>V10</th>\n",
-       "      <th>V11</th>\n",
-       "      <th>V12</th>\n",
-       "      <th>V13</th>\n",
-       "      <th>V14</th>\n",
-       "      <th>V15</th>\n",
-       "      <th>V16</th>\n",
-       "      <th>V17</th>\n",
-       "      <th>V18</th>\n",
-       "      <th>V19</th>\n",
-       "      <th>V20</th>\n",
-       "      <th>V21</th>\n",
-       "      <th>V22</th>\n",
-       "      <th>V23</th>\n",
-       "      <th>V24</th>\n",
-       "      <th>V25</th>\n",
-       "      <th>V26</th>\n",
-       "      <th>V27</th>\n",
-       "      <th>V28</th>\n",
-       "      <th>V29</th>\n",
-       "      <th>V30</th>\n",
-       "      <th>V31</th>\n",
-       "      <th>V32</th>\n",
-       "      <th>V33</th>\n",
-       "      <th>V34</th>\n",
-       "      <th>V35</th>\n",
-       "      <th>V36</th>\n",
-       "      <th>V37</th>\n",
-       "      <th>V38</th>\n",
-       "      <th>V39</th>\n",
-       "      <th>V40</th>\n",
-       "      <th>V41</th>\n",
-       "      <th>V42</th>\n",
-       "      <th>V43</th>\n",
-       "      <th>V44</th>\n",
-       "      <th>V45</th>\n",
-       "      <th>V46</th>\n",
-       "      <th>V47</th>\n",
-       "      <th>V48</th>\n",
-       "      <th>V49</th>\n",
-       "      <th>V50</th>\n",
-       "      <th>V51</th>\n",
-       "      <th>V52</th>\n",
-       "      <th>V53</th>\n",
-       "      <th>V54</th>\n",
-       "      <th>V55</th>\n",
-       "      <th>V56</th>\n",
-       "      <th>V57</th>\n",
-       "      <th>V58</th>\n",
-       "      <th>V59</th>\n",
-       "      <th>V60</th>\n",
-       "      <th>V61</th>\n",
-       "      <th>V62</th>\n",
-       "      <th>V63</th>\n",
-       "      <th>V64</th>\n",
-       "      <th>V65</th>\n",
-       "      <th>V66</th>\n",
-       "      <th>V67</th>\n",
-       "      <th>V68</th>\n",
-       "      <th>V69</th>\n",
-       "      <th>V70</th>\n",
-       "      <th>V71</th>\n",
-       "      <th>V72</th>\n",
-       "      <th>V73</th>\n",
-       "      <th>V74</th>\n",
-       "      <th>V75</th>\n",
-       "      <th>V76</th>\n",
-       "      <th>V77</th>\n",
-       "      <th>V78</th>\n",
-       "      <th>V79</th>\n",
-       "      <th>V80</th>\n",
-       "      <th>V81</th>\n",
-       "      <th>V82</th>\n",
-       "      <th>V83</th>\n",
-       "      <th>V84</th>\n",
-       "      <th>V85</th>\n",
-       "      <th>V86</th>\n",
-       "      <th>V87</th>\n",
-       "      <th>V88</th>\n",
-       "      <th>V89</th>\n",
-       "      <th>V90</th>\n",
-       "      <th>V91</th>\n",
-       "      <th>V92</th>\n",
-       "      <th>V93</th>\n",
-       "      <th>V94</th>\n",
-       "      <th>V95</th>\n",
-       "      <th>V96</th>\n",
-       "      <th>V97</th>\n",
-       "      <th>V98</th>\n",
-       "      <th>V99</th>\n",
-       "      <th>V100</th>\n",
-       "      <th>V101</th>\n",
-       "      <th>V102</th>\n",
-       "      <th>V103</th>\n",
-       "      <th>V104</th>\n",
-       "      <th>V105</th>\n",
-       "      <th>V106</th>\n",
-       "      <th>V107</th>\n",
-       "      <th>V108</th>\n",
-       "      <th>V109</th>\n",
-       "      <th>V110</th>\n",
-       "      <th>V111</th>\n",
-       "      <th>V112</th>\n",
-       "      <th>V113</th>\n",
-       "      <th>V114</th>\n",
-       "      <th>V115</th>\n",
-       "      <th>V116</th>\n",
-       "      <th>V117</th>\n",
-       "      <th>V118</th>\n",
-       "      <th>V119</th>\n",
-       "      <th>V120</th>\n",
-       "      <th>V121</th>\n",
-       "      <th>V122</th>\n",
-       "      <th>V123</th>\n",
-       "      <th>V124</th>\n",
-       "      <th>V125</th>\n",
-       "      <th>V126</th>\n",
-       "      <th>V127</th>\n",
-       "      <th>V128</th>\n",
-       "      <th>V129</th>\n",
-       "      <th>V130</th>\n",
-       "      <th>V131</th>\n",
-       "      <th>V132</th>\n",
-       "      <th>V133</th>\n",
-       "      <th>V134</th>\n",
-       "      <th>V135</th>\n",
-       "      <th>V136</th>\n",
-       "      <th>V137</th>\n",
-       "      <th>V138</th>\n",
-       "      <th>V139</th>\n",
-       "      <th>V140</th>\n",
-       "      <th>V141</th>\n",
-       "      <th>V142</th>\n",
-       "      <th>V143</th>\n",
-       "      <th>V144</th>\n",
-       "      <th>V145</th>\n",
-       "      <th>V146</th>\n",
-       "      <th>V147</th>\n",
-       "      <th>V148</th>\n",
-       "      <th>V149</th>\n",
-       "      <th>V150</th>\n",
-       "      <th>V151</th>\n",
-       "      <th>V152</th>\n",
-       "      <th>V153</th>\n",
-       "      <th>V154</th>\n",
-       "      <th>V155</th>\n",
-       "      <th>V156</th>\n",
-       "      <th>V157</th>\n",
-       "      <th>V158</th>\n",
-       "      <th>V159</th>\n",
-       "      <th>V160</th>\n",
-       "      <th>V161</th>\n",
-       "      <th>V162</th>\n",
-       "      <th>V163</th>\n",
-       "      <th>V164</th>\n",
-       "      <th>V165</th>\n",
-       "      <th>V166</th>\n",
-       "      <th>V167</th>\n",
-       "      <th>V168</th>\n",
-       "      <th>V169</th>\n",
-       "      <th>V170</th>\n",
-       "      <th>V171</th>\n",
-       "      <th>V172</th>\n",
-       "      <th>V173</th>\n",
-       "      <th>V174</th>\n",
-       "      <th>V175</th>\n",
-       "      <th>V176</th>\n",
-       "      <th>V177</th>\n",
-       "      <th>V178</th>\n",
-       "      <th>V179</th>\n",
-       "      <th>V180</th>\n",
-       "      <th>V181</th>\n",
-       "      <th>V182</th>\n",
-       "      <th>V183</th>\n",
-       "      <th>V184</th>\n",
-       "      <th>V185</th>\n",
-       "      <th>V186</th>\n",
-       "      <th>V187</th>\n",
-       "      <th>V188</th>\n",
-       "      <th>V189</th>\n",
-       "      <th>V190</th>\n",
-       "      <th>V191</th>\n",
-       "      <th>V192</th>\n",
-       "      <th>V193</th>\n",
-       "      <th>V194</th>\n",
-       "      <th>V195</th>\n",
-       "      <th>V196</th>\n",
-       "      <th>V197</th>\n",
-       "      <th>V198</th>\n",
-       "      <th>V199</th>\n",
-       "      <th>V200</th>\n",
-       "      <th>V201</th>\n",
-       "      <th>V202</th>\n",
-       "      <th>V203</th>\n",
-       "      <th>V204</th>\n",
-       "      <th>V205</th>\n",
-       "      <th>V206</th>\n",
-       "      <th>V207</th>\n",
-       "      <th>V208</th>\n",
-       "      <th>V209</th>\n",
-       "      <th>V210</th>\n",
-       "      <th>V211</th>\n",
-       "      <th>V212</th>\n",
-       "      <th>V213</th>\n",
-       "      <th>V214</th>\n",
-       "      <th>V215</th>\n",
-       "      <th>V216</th>\n",
-       "      <th>V217</th>\n",
-       "      <th>V218</th>\n",
-       "      <th>V219</th>\n",
-       "      <th>V220</th>\n",
-       "      <th>V221</th>\n",
-       "      <th>V222</th>\n",
-       "      <th>V223</th>\n",
-       "      <th>V224</th>\n",
-       "      <th>V225</th>\n",
-       "      <th>V226</th>\n",
-       "      <th>V227</th>\n",
-       "      <th>V228</th>\n",
-       "      <th>V229</th>\n",
-       "      <th>V230</th>\n",
-       "      <th>V231</th>\n",
-       "      <th>V232</th>\n",
-       "      <th>V233</th>\n",
-       "      <th>V234</th>\n",
-       "      <th>V235</th>\n",
-       "      <th>V236</th>\n",
-       "      <th>V237</th>\n",
-       "      <th>V238</th>\n",
-       "      <th>V239</th>\n",
-       "      <th>V240</th>\n",
-       "      <th>V241</th>\n",
-       "      <th>V242</th>\n",
-       "      <th>V243</th>\n",
-       "      <th>V244</th>\n",
-       "      <th>V245</th>\n",
-       "      <th>V246</th>\n",
-       "      <th>V247</th>\n",
-       "      <th>V248</th>\n",
-       "      <th>V249</th>\n",
-       "      <th>V250</th>\n",
-       "      <th>V251</th>\n",
-       "      <th>V252</th>\n",
-       "      <th>V253</th>\n",
-       "      <th>V254</th>\n",
-       "      <th>V255</th>\n",
-       "      <th>V256</th>\n",
-       "      <th>V257</th>\n",
-       "      <th>V258</th>\n",
-       "      <th>V259</th>\n",
-       "      <th>V260</th>\n",
-       "      <th>V261</th>\n",
-       "      <th>V262</th>\n",
-       "      <th>V263</th>\n",
-       "      <th>V264</th>\n",
-       "      <th>V265</th>\n",
-       "      <th>V266</th>\n",
-       "      <th>V267</th>\n",
-       "      <th>V268</th>\n",
-       "      <th>V269</th>\n",
-       "      <th>V270</th>\n",
-       "      <th>V271</th>\n",
-       "      <th>V272</th>\n",
-       "      <th>V273</th>\n",
-       "      <th>V274</th>\n",
-       "      <th>V275</th>\n",
-       "      <th>V276</th>\n",
-       "      <th>V277</th>\n",
-       "      <th>V278</th>\n",
-       "      <th>V279</th>\n",
-       "      <th>V280</th>\n",
-       "      <th>V281</th>\n",
-       "      <th>V282</th>\n",
-       "      <th>V283</th>\n",
-       "      <th>V284</th>\n",
-       "      <th>V285</th>\n",
-       "      <th>V286</th>\n",
-       "      <th>V287</th>\n",
-       "      <th>V288</th>\n",
-       "      <th>V289</th>\n",
-       "      <th>V290</th>\n",
-       "      <th>V291</th>\n",
-       "      <th>V292</th>\n",
-       "      <th>V293</th>\n",
-       "      <th>V294</th>\n",
-       "      <th>V295</th>\n",
-       "      <th>V296</th>\n",
-       "      <th>V297</th>\n",
-       "      <th>V298</th>\n",
-       "      <th>V299</th>\n",
-       "      <th>V300</th>\n",
-       "      <th>V301</th>\n",
-       "      <th>V302</th>\n",
-       "      <th>V303</th>\n",
-       "      <th>V304</th>\n",
-       "      <th>V305</th>\n",
-       "      <th>V306</th>\n",
-       "      <th>V307</th>\n",
-       "      <th>V308</th>\n",
-       "      <th>V309</th>\n",
-       "      <th>V310</th>\n",
-       "      <th>V311</th>\n",
-       "      <th>V312</th>\n",
-       "      <th>V313</th>\n",
-       "      <th>V314</th>\n",
-       "      <th>V315</th>\n",
-       "      <th>V316</th>\n",
-       "      <th>V317</th>\n",
-       "      <th>V318</th>\n",
-       "      <th>V319</th>\n",
-       "      <th>V320</th>\n",
-       "      <th>V321</th>\n",
-       "      <th>V322</th>\n",
-       "      <th>V323</th>\n",
-       "      <th>V324</th>\n",
-       "      <th>V325</th>\n",
-       "      <th>V326</th>\n",
-       "      <th>V327</th>\n",
-       "      <th>V328</th>\n",
-       "      <th>V329</th>\n",
-       "      <th>V330</th>\n",
-       "      <th>V331</th>\n",
-       "      <th>V332</th>\n",
-       "      <th>V333</th>\n",
-       "      <th>V334</th>\n",
-       "      <th>V335</th>\n",
-       "      <th>V336</th>\n",
-       "      <th>V337</th>\n",
-       "      <th>V338</th>\n",
-       "      <th>V339</th>\n",
-       "      <th>V340</th>\n",
-       "      <th>V341</th>\n",
-       "      <th>V342</th>\n",
-       "      <th>V343</th>\n",
-       "      <th>V344</th>\n",
-       "      <th>V345</th>\n",
-       "      <th>V346</th>\n",
-       "      <th>V347</th>\n",
-       "      <th>V348</th>\n",
-       "      <th>V349</th>\n",
-       "      <th>V350</th>\n",
-       "      <th>V351</th>\n",
-       "      <th>V352</th>\n",
-       "      <th>V353</th>\n",
-       "      <th>V354</th>\n",
-       "      <th>V355</th>\n",
-       "      <th>V356</th>\n",
-       "      <th>V357</th>\n",
-       "      <th>V358</th>\n",
-       "      <th>V359</th>\n",
-       "      <th>V360</th>\n",
-       "      <th>V361</th>\n",
-       "      <th>V362</th>\n",
-       "      <th>V363</th>\n",
-       "      <th>V364</th>\n",
-       "      <th>V365</th>\n",
-       "      <th>V366</th>\n",
-       "      <th>V367</th>\n",
-       "      <th>V368</th>\n",
-       "      <th>V369</th>\n",
-       "      <th>V370</th>\n",
-       "      <th>V371</th>\n",
-       "      <th>V372</th>\n",
-       "      <th>V373</th>\n",
-       "      <th>V374</th>\n",
-       "      <th>V375</th>\n",
-       "      <th>V376</th>\n",
-       "      <th>V377</th>\n",
-       "      <th>V378</th>\n",
-       "      <th>V379</th>\n",
-       "      <th>V380</th>\n",
-       "      <th>V381</th>\n",
-       "      <th>V382</th>\n",
-       "      <th>V383</th>\n",
-       "      <th>V384</th>\n",
-       "      <th>V385</th>\n",
-       "      <th>V386</th>\n",
-       "      <th>V387</th>\n",
-       "      <th>V388</th>\n",
-       "      <th>V389</th>\n",
-       "      <th>V390</th>\n",
-       "      <th>V391</th>\n",
-       "      <th>V392</th>\n",
-       "      <th>V393</th>\n",
-       "      <th>V394</th>\n",
-       "      <th>V395</th>\n",
-       "      <th>V396</th>\n",
-       "      <th>V397</th>\n",
-       "      <th>V398</th>\n",
-       "      <th>V399</th>\n",
-       "      <th>V400</th>\n",
-       "      <th>V401</th>\n",
-       "      <th>V402</th>\n",
-       "      <th>V403</th>\n",
-       "      <th>V404</th>\n",
-       "      <th>V405</th>\n",
-       "      <th>V406</th>\n",
-       "      <th>V407</th>\n",
-       "      <th>V408</th>\n",
-       "      <th>V409</th>\n",
-       "      <th>V410</th>\n",
-       "      <th>V411</th>\n",
-       "      <th>V412</th>\n",
-       "      <th>V413</th>\n",
-       "      <th>V414</th>\n",
-       "      <th>V415</th>\n",
-       "      <th>V416</th>\n",
-       "      <th>V417</th>\n",
-       "      <th>V418</th>\n",
-       "      <th>V419</th>\n",
-       "      <th>V420</th>\n",
-       "      <th>V421</th>\n",
-       "      <th>V422</th>\n",
-       "      <th>V423</th>\n",
-       "      <th>V424</th>\n",
-       "      <th>V425</th>\n",
-       "      <th>V426</th>\n",
-       "      <th>V427</th>\n",
-       "      <th>V428</th>\n",
-       "      <th>V429</th>\n",
-       "      <th>V430</th>\n",
-       "      <th>V431</th>\n",
-       "      <th>V432</th>\n",
-       "      <th>V433</th>\n",
-       "      <th>V434</th>\n",
-       "      <th>V435</th>\n",
-       "      <th>V436</th>\n",
-       "      <th>V437</th>\n",
-       "      <th>V438</th>\n",
-       "      <th>V439</th>\n",
-       "      <th>V440</th>\n",
-       "      <th>V441</th>\n",
-       "      <th>V442</th>\n",
-       "      <th>V443</th>\n",
-       "      <th>V444</th>\n",
-       "      <th>V445</th>\n",
-       "      <th>V446</th>\n",
-       "      <th>V447</th>\n",
-       "      <th>V448</th>\n",
-       "      <th>V449</th>\n",
-       "      <th>V450</th>\n",
-       "      <th>V451</th>\n",
-       "      <th>V452</th>\n",
-       "      <th>V453</th>\n",
-       "      <th>V454</th>\n",
-       "      <th>V455</th>\n",
-       "      <th>V456</th>\n",
-       "      <th>V457</th>\n",
-       "      <th>V458</th>\n",
-       "      <th>V459</th>\n",
-       "      <th>V460</th>\n",
-       "      <th>V461</th>\n",
-       "      <th>V462</th>\n",
-       "      <th>V463</th>\n",
-       "      <th>V464</th>\n",
-       "      <th>V465</th>\n",
-       "      <th>V466</th>\n",
-       "      <th>V467</th>\n",
-       "      <th>V468</th>\n",
-       "      <th>V469</th>\n",
-       "      <th>V470</th>\n",
-       "      <th>V471</th>\n",
-       "      <th>V472</th>\n",
-       "      <th>V473</th>\n",
-       "      <th>V474</th>\n",
-       "      <th>V475</th>\n",
-       "      <th>V476</th>\n",
-       "      <th>V477</th>\n",
-       "      <th>V478</th>\n",
-       "      <th>V479</th>\n",
-       "      <th>V480</th>\n",
-       "      <th>V481</th>\n",
-       "      <th>V482</th>\n",
-       "      <th>V483</th>\n",
-       "      <th>V484</th>\n",
-       "      <th>V485</th>\n",
-       "      <th>V486</th>\n",
-       "      <th>V487</th>\n",
-       "      <th>V488</th>\n",
-       "      <th>V489</th>\n",
-       "      <th>V490</th>\n",
-       "      <th>V491</th>\n",
-       "      <th>V492</th>\n",
-       "      <th>V493</th>\n",
-       "      <th>V494</th>\n",
-       "      <th>V495</th>\n",
-       "      <th>V496</th>\n",
-       "      <th>V497</th>\n",
-       "      <th>V498</th>\n",
-       "      <th>V499</th>\n",
-       "      <th>V500</th>\n",
-       "      <th>V501</th>\n",
-       "      <th>V502</th>\n",
-       "      <th>V503</th>\n",
-       "      <th>V504</th>\n",
-       "      <th>V505</th>\n",
-       "      <th>V506</th>\n",
-       "      <th>V507</th>\n",
-       "      <th>V508</th>\n",
-       "      <th>V509</th>\n",
-       "      <th>V510</th>\n",
-       "      <th>V511</th>\n",
-       "      <th>V512</th>\n",
-       "      <th>V513</th>\n",
-       "      <th>V514</th>\n",
-       "      <th>V515</th>\n",
-       "      <th>V516</th>\n",
-       "      <th>V517</th>\n",
-       "      <th>V518</th>\n",
-       "      <th>V519</th>\n",
-       "      <th>V520</th>\n",
-       "      <th>V521</th>\n",
-       "      <th>V522</th>\n",
-       "      <th>V523</th>\n",
-       "      <th>V524</th>\n",
-       "      <th>V525</th>\n",
-       "      <th>V526</th>\n",
-       "      <th>V527</th>\n",
-       "      <th>V528</th>\n",
-       "      <th>V529</th>\n",
-       "      <th>V530</th>\n",
-       "      <th>V531</th>\n",
-       "      <th>V532</th>\n",
-       "      <th>V533</th>\n",
-       "      <th>V534</th>\n",
-       "      <th>V535</th>\n",
-       "      <th>V536</th>\n",
-       "      <th>V537</th>\n",
-       "      <th>V538</th>\n",
-       "      <th>V539</th>\n",
-       "      <th>V540</th>\n",
-       "      <th>V541</th>\n",
-       "      <th>V542</th>\n",
-       "      <th>V543</th>\n",
-       "      <th>V544</th>\n",
-       "      <th>V545</th>\n",
-       "      <th>V546</th>\n",
-       "      <th>V547</th>\n",
-       "      <th>V548</th>\n",
-       "      <th>V549</th>\n",
-       "      <th>V550</th>\n",
-       "      <th>V551</th>\n",
-       "      <th>V552</th>\n",
-       "      <th>V553</th>\n",
-       "      <th>V554</th>\n",
-       "      <th>V555</th>\n",
-       "      <th>V556</th>\n",
-       "      <th>V557</th>\n",
-       "      <th>V558</th>\n",
-       "      <th>V559</th>\n",
-       "      <th>V560</th>\n",
-       "      <th>V561</th>\n",
-       "      <th>V562</th>\n",
-       "      <th>V563</th>\n",
-       "      <th>V564</th>\n",
-       "      <th>V565</th>\n",
-       "      <th>V566</th>\n",
-       "      <th>V567</th>\n",
-       "      <th>V568</th>\n",
-       "      <th>V569</th>\n",
-       "      <th>V570</th>\n",
-       "      <th>V571</th>\n",
-       "      <th>V572</th>\n",
-       "      <th>V573</th>\n",
-       "      <th>V574</th>\n",
-       "      <th>V575</th>\n",
-       "      <th>V576</th>\n",
-       "      <th>V577</th>\n",
-       "      <th>V578</th>\n",
-       "      <th>V579</th>\n",
-       "      <th>V580</th>\n",
-       "      <th>V581</th>\n",
-       "      <th>V582</th>\n",
-       "      <th>V583</th>\n",
-       "      <th>V584</th>\n",
-       "      <th>V585</th>\n",
-       "      <th>V586</th>\n",
-       "      <th>V587</th>\n",
-       "      <th>V588</th>\n",
-       "      <th>V589</th>\n",
-       "      <th>V590</th>\n",
-       "      <th>V591</th>\n",
-       "      <th>V592</th>\n",
-       "      <th>V593</th>\n",
-       "      <th>V594</th>\n",
-       "      <th>V595</th>\n",
-       "      <th>V596</th>\n",
-       "      <th>V597</th>\n",
-       "      <th>V598</th>\n",
-       "      <th>V599</th>\n",
-       "      <th>V600</th>\n",
-       "      <th>V601</th>\n",
-       "      <th>V602</th>\n",
-       "      <th>V603</th>\n",
-       "      <th>V604</th>\n",
-       "      <th>V605</th>\n",
-       "      <th>V606</th>\n",
-       "      <th>V607</th>\n",
-       "      <th>V608</th>\n",
-       "      <th>V609</th>\n",
-       "      <th>V610</th>\n",
-       "      <th>V611</th>\n",
-       "      <th>V612</th>\n",
-       "      <th>V613</th>\n",
-       "      <th>V614</th>\n",
-       "      <th>V615</th>\n",
-       "      <th>V616</th>\n",
-       "      <th>V617</th>\n",
-       "      <th>V618</th>\n",
-       "      <th>V619</th>\n",
-       "      <th>V620</th>\n",
-       "      <th>V621</th>\n",
-       "      <th>V622</th>\n",
-       "      <th>V623</th>\n",
-       "      <th>V624</th>\n",
-       "      <th>V625</th>\n",
-       "      <th>V626</th>\n",
-       "      <th>V627</th>\n",
-       "      <th>V628</th>\n",
-       "      <th>V629</th>\n",
-       "      <th>V630</th>\n",
-       "      <th>V631</th>\n",
-       "      <th>V632</th>\n",
-       "      <th>V633</th>\n",
-       "      <th>V634</th>\n",
-       "      <th>V635</th>\n",
-       "      <th>V636</th>\n",
-       "      <th>V637</th>\n",
-       "      <th>V638</th>\n",
-       "      <th>V639</th>\n",
-       "      <th>V640</th>\n",
-       "      <th>V641</th>\n",
-       "      <th>V642</th>\n",
-       "      <th>V643</th>\n",
-       "      <th>V644</th>\n",
-       "      <th>V645</th>\n",
-       "      <th>V646</th>\n",
-       "      <th>V647</th>\n",
-       "      <th>V648</th>\n",
-       "      <th>V649</th>\n",
-       "      <th>V650</th>\n",
-       "      <th>V651</th>\n",
-       "      <th>V652</th>\n",
-       "      <th>V653</th>\n",
-       "      <th>V654</th>\n",
-       "      <th>V655</th>\n",
-       "      <th>V656</th>\n",
-       "      <th>V657</th>\n",
-       "      <th>V658</th>\n",
-       "      <th>V659</th>\n",
-       "      <th>V660</th>\n",
-       "      <th>V661</th>\n",
-       "      <th>V662</th>\n",
-       "      <th>V663</th>\n",
-       "      <th>V664</th>\n",
-       "      <th>V665</th>\n",
-       "      <th>V666</th>\n",
-       "      <th>V667</th>\n",
-       "      <th>V668</th>\n",
-       "      <th>V669</th>\n",
-       "      <th>V670</th>\n",
-       "      <th>V671</th>\n",
-       "      <th>V672</th>\n",
-       "      <th>V673</th>\n",
-       "      <th>V674</th>\n",
-       "      <th>V675</th>\n",
-       "      <th>V676</th>\n",
-       "      <th>V677</th>\n",
-       "      <th>V678</th>\n",
-       "      <th>V679</th>\n",
-       "      <th>V680</th>\n",
-       "      <th>V681</th>\n",
-       "      <th>V682</th>\n",
-       "      <th>V683</th>\n",
-       "      <th>V684</th>\n",
-       "      <th>V685</th>\n",
-       "      <th>V686</th>\n",
-       "      <th>V687</th>\n",
-       "      <th>V688</th>\n",
-       "      <th>V689</th>\n",
-       "      <th>V690</th>\n",
-       "      <th>V691</th>\n",
-       "      <th>V692</th>\n",
-       "      <th>V693</th>\n",
-       "      <th>V694</th>\n",
-       "      <th>V695</th>\n",
-       "      <th>V696</th>\n",
-       "      <th>V697</th>\n",
-       "      <th>V698</th>\n",
-       "      <th>V699</th>\n",
-       "      <th>V700</th>\n",
-       "      <th>V701</th>\n",
-       "      <th>V702</th>\n",
-       "      <th>V703</th>\n",
-       "      <th>V704</th>\n",
-       "      <th>V705</th>\n",
-       "      <th>V706</th>\n",
-       "      <th>V707</th>\n",
-       "      <th>V708</th>\n",
-       "      <th>V709</th>\n",
-       "      <th>V710</th>\n",
-       "      <th>V711</th>\n",
-       "      <th>V712</th>\n",
-       "      <th>V713</th>\n",
-       "      <th>V714</th>\n",
-       "      <th>V715</th>\n",
-       "      <th>V716</th>\n",
-       "      <th>V717</th>\n",
-       "      <th>V718</th>\n",
-       "      <th>V719</th>\n",
-       "      <th>V720</th>\n",
-       "      <th>V721</th>\n",
-       "      <th>V722</th>\n",
-       "      <th>V723</th>\n",
-       "      <th>V724</th>\n",
-       "      <th>V725</th>\n",
-       "      <th>V726</th>\n",
-       "      <th>V727</th>\n",
-       "      <th>V728</th>\n",
-       "      <th>V729</th>\n",
-       "      <th>V730</th>\n",
-       "      <th>V731</th>\n",
-       "      <th>V732</th>\n",
-       "      <th>V733</th>\n",
-       "      <th>V734</th>\n",
-       "      <th>V735</th>\n",
-       "      <th>V736</th>\n",
-       "      <th>V737</th>\n",
-       "      <th>V738</th>\n",
-       "      <th>V739</th>\n",
-       "      <th>V740</th>\n",
-       "      <th>V741</th>\n",
-       "      <th>V742</th>\n",
-       "      <th>V743</th>\n",
-       "      <th>V744</th>\n",
-       "      <th>V745</th>\n",
-       "      <th>V746</th>\n",
-       "      <th>V747</th>\n",
-       "      <th>V748</th>\n",
-       "      <th>V749</th>\n",
-       "      <th>V750</th>\n",
-       "      <th>V751</th>\n",
-       "      <th>V752</th>\n",
-       "      <th>V753</th>\n",
-       "      <th>V754</th>\n",
-       "      <th>V755</th>\n",
-       "      <th>V756</th>\n",
-       "      <th>V757</th>\n",
-       "      <th>V758</th>\n",
-       "      <th>V759</th>\n",
-       "      <th>V760</th>\n",
-       "      <th>V761</th>\n",
-       "      <th>V762</th>\n",
-       "      <th>V763</th>\n",
-       "      <th>V764</th>\n",
-       "      <th>V765</th>\n",
-       "      <th>V766</th>\n",
-       "      <th>V767</th>\n",
-       "      <th>V768</th>\n",
-       "      <th>V769</th>\n",
-       "      <th>V770</th>\n",
-       "      <th>V771</th>\n",
-       "      <th>V772</th>\n",
-       "      <th>V773</th>\n",
-       "      <th>V774</th>\n",
-       "      <th>V775</th>\n",
-       "      <th>V776</th>\n",
-       "      <th>V777</th>\n",
-       "      <th>V778</th>\n",
-       "      <th>V779</th>\n",
-       "      <th>V780</th>\n",
-       "      <th>V781</th>\n",
-       "      <th>V782</th>\n",
-       "      <th>V783</th>\n",
-       "      <th>V784</th>\n",
-       "      <th>V785</th>\n",
-       "      <th>V786</th>\n",
-       "      <th>V787</th>\n",
-       "      <th>V788</th>\n",
-       "      <th>V789</th>\n",
-       "      <th>V790</th>\n",
-       "      <th>V791</th>\n",
-       "      <th>V792</th>\n",
-       "      <th>V793</th>\n",
-       "      <th>V794</th>\n",
-       "      <th>V795</th>\n",
-       "      <th>V796</th>\n",
-       "      <th>V797</th>\n",
-       "      <th>V798</th>\n",
-       "      <th>V799</th>\n",
-       "      <th>V800</th>\n",
-       "      <th>V801</th>\n",
-       "      <th>V802</th>\n",
-       "      <th>V803</th>\n",
-       "      <th>V804</th>\n",
-       "      <th>V805</th>\n",
-       "      <th>V806</th>\n",
-       "      <th>V807</th>\n",
-       "      <th>V808</th>\n",
-       "      <th>V809</th>\n",
-       "      <th>V810</th>\n",
-       "      <th>V811</th>\n",
-       "      <th>V812</th>\n",
-       "      <th>V813</th>\n",
-       "      <th>V814</th>\n",
-       "      <th>V815</th>\n",
-       "      <th>V816</th>\n",
-       "      <th>V817</th>\n",
-       "      <th>V818</th>\n",
-       "      <th>V819</th>\n",
-       "      <th>V820</th>\n",
-       "      <th>V821</th>\n",
-       "      <th>V822</th>\n",
-       "      <th>V823</th>\n",
-       "      <th>V824</th>\n",
-       "      <th>V825</th>\n",
-       "      <th>V826</th>\n",
-       "      <th>V827</th>\n",
-       "      <th>V828</th>\n",
-       "      <th>V829</th>\n",
-       "      <th>V830</th>\n",
-       "      <th>V831</th>\n",
-       "      <th>V832</th>\n",
-       "      <th>V833</th>\n",
-       "      <th>V834</th>\n",
-       "      <th>V835</th>\n",
-       "      <th>V836</th>\n",
-       "      <th>V837</th>\n",
-       "      <th>V838</th>\n",
-       "      <th>V839</th>\n",
-       "      <th>V840</th>\n",
-       "      <th>V841</th>\n",
-       "      <th>V842</th>\n",
-       "      <th>V843</th>\n",
-       "      <th>V844</th>\n",
-       "      <th>V845</th>\n",
-       "      <th>V846</th>\n",
-       "      <th>V847</th>\n",
-       "      <th>V848</th>\n",
-       "      <th>V849</th>\n",
-       "      <th>V850</th>\n",
-       "      <th>V851</th>\n",
-       "      <th>V852</th>\n",
-       "      <th>V853</th>\n",
-       "      <th>V854</th>\n",
-       "      <th>V855</th>\n",
-       "      <th>V856</th>\n",
-       "      <th>V857</th>\n",
-       "      <th>V858</th>\n",
-       "      <th>V859</th>\n",
-       "      <th>V860</th>\n",
-       "      <th>V861</th>\n",
-       "      <th>V862</th>\n",
-       "      <th>V863</th>\n",
-       "      <th>V864</th>\n",
-       "      <th>V865</th>\n",
-       "      <th>V866</th>\n",
-       "      <th>V867</th>\n",
-       "      <th>V868</th>\n",
-       "      <th>V869</th>\n",
-       "      <th>V870</th>\n",
-       "      <th>V871</th>\n",
-       "      <th>V872</th>\n",
-       "      <th>V873</th>\n",
-       "      <th>V874</th>\n",
-       "      <th>V875</th>\n",
-       "      <th>V876</th>\n",
-       "      <th>V877</th>\n",
-       "      <th>V878</th>\n",
-       "      <th>V879</th>\n",
-       "      <th>V880</th>\n",
-       "      <th>V881</th>\n",
-       "      <th>V882</th>\n",
-       "      <th>V883</th>\n",
-       "      <th>V884</th>\n",
-       "      <th>V885</th>\n",
-       "      <th>V886</th>\n",
-       "      <th>V887</th>\n",
-       "      <th>V888</th>\n",
-       "      <th>V889</th>\n",
-       "      <th>V890</th>\n",
-       "      <th>V891</th>\n",
-       "      <th>V892</th>\n",
-       "      <th>V893</th>\n",
-       "      <th>V894</th>\n",
-       "      <th>V895</th>\n",
-       "      <th>V896</th>\n",
-       "      <th>V897</th>\n",
-       "      <th>V898</th>\n",
-       "      <th>V899</th>\n",
-       "      <th>V900</th>\n",
-       "      <th>V901</th>\n",
-       "      <th>V902</th>\n",
-       "      <th>V903</th>\n",
-       "      <th>V904</th>\n",
-       "      <th>V905</th>\n",
-       "      <th>V906</th>\n",
-       "      <th>V907</th>\n",
-       "      <th>V908</th>\n",
-       "      <th>V909</th>\n",
-       "      <th>V910</th>\n",
-       "      <th>V911</th>\n",
-       "      <th>V912</th>\n",
-       "      <th>V913</th>\n",
-       "      <th>V914</th>\n",
-       "      <th>V915</th>\n",
-       "      <th>V916</th>\n",
-       "      <th>V917</th>\n",
-       "      <th>V918</th>\n",
-       "      <th>V919</th>\n",
-       "      <th>V920</th>\n",
-       "      <th>V921</th>\n",
-       "      <th>V922</th>\n",
-       "      <th>V923</th>\n",
-       "      <th>V924</th>\n",
-       "      <th>V925</th>\n",
-       "      <th>V926</th>\n",
-       "      <th>V927</th>\n",
-       "      <th>V928</th>\n",
-       "      <th>V929</th>\n",
-       "      <th>V930</th>\n",
-       "      <th>V931</th>\n",
-       "      <th>V932</th>\n",
-       "      <th>V933</th>\n",
-       "      <th>V934</th>\n",
-       "      <th>V935</th>\n",
-       "      <th>V936</th>\n",
-       "      <th>V937</th>\n",
-       "      <th>V938</th>\n",
-       "      <th>V939</th>\n",
-       "      <th>V940</th>\n",
-       "      <th>V941</th>\n",
-       "      <th>V942</th>\n",
-       "      <th>V943</th>\n",
-       "      <th>V944</th>\n",
-       "      <th>V945</th>\n",
-       "      <th>V946</th>\n",
-       "      <th>V947</th>\n",
-       "      <th>V948</th>\n",
-       "      <th>V949</th>\n",
-       "      <th>V950</th>\n",
-       "      <th>V951</th>\n",
-       "      <th>V952</th>\n",
-       "      <th>V953</th>\n",
-       "      <th>V954</th>\n",
-       "      <th>V955</th>\n",
-       "      <th>V956</th>\n",
-       "      <th>V957</th>\n",
-       "      <th>V958</th>\n",
-       "      <th>V959</th>\n",
-       "      <th>V960</th>\n",
-       "      <th>V961</th>\n",
-       "      <th>V962</th>\n",
-       "      <th>V963</th>\n",
-       "      <th>V964</th>\n",
-       "      <th>V965</th>\n",
-       "      <th>V966</th>\n",
-       "      <th>V967</th>\n",
-       "      <th>V968</th>\n",
-       "      <th>V969</th>\n",
-       "      <th>V970</th>\n",
-       "      <th>V971</th>\n",
-       "      <th>V972</th>\n",
-       "      <th>V973</th>\n",
-       "      <th>V974</th>\n",
-       "      <th>V975</th>\n",
-       "      <th>V976</th>\n",
-       "      <th>V977</th>\n",
-       "      <th>V978</th>\n",
-       "      <th>V979</th>\n",
-       "      <th>V980</th>\n",
-       "      <th>V981</th>\n",
-       "      <th>V982</th>\n",
-       "      <th>V983</th>\n",
-       "      <th>V984</th>\n",
-       "      <th>V985</th>\n",
-       "      <th>V986</th>\n",
-       "      <th>V987</th>\n",
-       "      <th>V988</th>\n",
-       "      <th>V989</th>\n",
-       "      <th>V990</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.336355</td>\n",
-       "      <td>0.648395</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.208702</td>\n",
-       "      <td>0.144439</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.161578</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.156941</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.354660</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "          V1        V2        V3        V4        V5        V6        V7  \\\n",
-       "0   0.000000  0.131318  0.000000  0.000000  0.000000  0.129668  0.000000   \n",
-       "1   0.000000  0.201632  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.354279  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.173234  0.000000   \n",
-       "4   0.537389  0.000000  0.194854  0.237323  0.000000  0.000000  0.169166   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.150854  0.000000   \n",
-       "6   0.000000  0.000000  0.069141  0.000000  0.000000  0.099926  0.000000   \n",
-       "7   0.000000  0.000000  0.204057  0.000000  0.000000  0.186580  0.000000   \n",
-       "8   0.462611  0.278824  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.090222  0.109464   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.209423   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.171527  0.169517  0.233015   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.226605  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.111186  0.168891  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.377285  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.082927   \n",
-       "18  0.000000  0.135949  0.136452  0.000000  0.474194  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.385392  0.000000  0.000000  0.196006   \n",
-       "21  0.000000  0.141092  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "          V8        V9       V10       V11       V12       V13       V14  \\\n",
-       "0   0.247196  0.000000  0.000000  0.000000  0.000000  0.000000  0.150057   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.102968  0.000000   \n",
-       "2   0.000000  0.337392  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.370316  0.000000  0.000000  0.101641   \n",
-       "5   0.242024  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.276828  0.214646   \n",
-       "7   0.000000  0.000000  0.152084  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.167455  0.000000   \n",
-       "9   0.000000  0.000000  0.115936  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.242238  0.000000  0.000000  0.125278   \n",
-       "11  0.198837  0.000000  0.252316  0.000000  0.111608  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.193956  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.412212  0.138756  0.000000   \n",
-       "14  0.311943  0.000000  0.000000  0.000000  0.351449  0.120037  0.000000   \n",
-       "15  0.000000  0.310345  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.124732  0.000000  0.063540   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.223146  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.352264  0.256518  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.113858   \n",
-       "21  0.000000  0.000000  0.000000  0.387446  0.000000  0.000000  0.230980   \n",
-       "\n",
-       "         V15       V16       V17       V18       V19       V20       V21  \\\n",
-       "0   0.000000  0.000000  0.094801  0.177690  0.000000  0.077765  0.000000   \n",
-       "1   0.252604  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.102358  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.094421  0.000000  0.000000  0.000000   \n",
-       "6   0.089507  0.225477  0.000000  0.000000  0.000000  0.163532  0.038907   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.275063  0.159367  0.000000  0.000000  0.000000  0.087727   \n",
-       "9   0.000000  0.000000  0.207309  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.095099  0.000000  0.243918  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.154474   \n",
-       "13  0.250635  0.000000  0.000000  0.000000  0.240478  0.165834  0.000000   \n",
-       "14  0.000000  0.000000  0.053212  0.000000  0.000000  0.176416  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.070670  0.138752  0.229048  0.137146   \n",
-       "16  0.158190  0.000000  0.000000  0.157022  0.251317  0.187405  0.172443   \n",
-       "17  0.249063  0.255574  0.202331  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.187880  0.172949  0.000000  0.000000  0.158282   \n",
-       "19  0.000000  0.000000  0.000000  0.178291  0.000000  0.000000  0.169408   \n",
-       "20  0.000000  0.088008  0.000000  0.000000  0.125534  0.000000  0.000000   \n",
-       "21  0.000000  0.155879  0.000000  0.046600  0.000000  0.000000  0.081613   \n",
-       "\n",
-       "         V22       V23       V24       V25       V26       V27       V28  \\\n",
-       "0   0.000000  0.091782  0.277620  0.000000  0.166682  0.000000  0.000000   \n",
-       "1   0.000000  0.194075  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.172553  0.081024  0.000000  0.402419  0.000000  0.065750  0.371603   \n",
-       "3   0.000000  0.000000  0.119912  0.000000  0.213617  0.000000  0.145501   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.142977  0.000000  0.000000   \n",
-       "5   0.000000  0.111067  0.000000  0.000000  0.166724  0.179957  0.000000   \n",
-       "6   0.162732  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.077261  0.227977  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.143764  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.078790  0.000000  0.197791  0.000000  0.000000  0.145728  0.000000   \n",
-       "10  0.127438  0.000000  0.000000  0.000000  0.120338  0.000000  0.482897   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.073462  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.147336  0.072982  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.205761  0.000000  0.176700  0.000000  0.116680  0.000000  0.000000   \n",
-       "17  0.052427  0.000000  0.000000  0.000000  0.000000  0.100329  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.227970  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.164908  0.000000  0.450245  0.000000  0.000000  0.000000   \n",
-       "21  0.200298  0.136119  0.000000  0.000000  0.000000  0.206805  0.000000   \n",
-       "\n",
-       "         V29       V30       V31       V32       V33       V34       V35  \\\n",
-       "0   0.000000  0.139153  0.000000  0.257487  0.000000  0.053695  0.000000   \n",
-       "1   0.000000  0.135112  0.000000  0.000000  0.000000  0.156315  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.089717   \n",
-       "3   0.000000  0.000000  0.196052  0.000000  0.000000  0.000000  0.091578   \n",
-       "4   0.000000  0.126881  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.182065   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.604564  0.000000  0.000000  0.000000  0.000000  0.136579  0.000000   \n",
-       "8   0.000000  0.134876  0.178563  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.169720  0.193844  0.092228  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.197735  0.208011  0.229547   \n",
-       "11  0.000000  0.000000  0.217632  0.150659  0.390987  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.151770  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.083108  0.000000  0.000000  0.000000  0.000000  0.097539   \n",
-       "16  0.000000  0.000000  0.000000  0.260547  0.319050  0.054857  0.207812   \n",
-       "17  0.395436  0.000000  0.238033  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.166760  0.000000   \n",
-       "19  0.000000  0.092737  0.000000  0.081150  0.000000  0.168059  0.101743   \n",
-       "20  0.000000  0.000000  0.000000  0.056313  0.000000  0.055724  0.000000   \n",
-       "21  0.000000  0.136362  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "         V36       V37       V38       V39       V40       V41       V42  \\\n",
-       "0   0.243292  0.163038  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.084884  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.214216  0.344278  0.173637  0.089748  0.000000  0.133512   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.208703  0.153894   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.190570  0.000000  0.233525   \n",
-       "5   0.130524  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.183795  0.000000  0.000000  0.293717  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.163027  0.000000  0.085639  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.078086  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.075418  0.000000  0.000000  0.000000  0.000000  0.202851  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.103113  0.000000   \n",
-       "13  0.000000  0.229084  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.289089  0.265130  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.251326  0.220202  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.299253  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.257514  0.070118  0.000000  0.243044   \n",
-       "19  0.169680  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.112408  0.120900  0.356469  0.111407  0.109149  0.000000  0.236025   \n",
-       "21  0.000000  0.109735  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "         V43       V44       V45       V46       V47       V48       V49  \\\n",
-       "0   0.000000  0.000000  0.485621  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.703515  0.000000  0.000000  0.357141   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.143149  0.000000  0.000000  0.000000  0.196310  0.000000   \n",
-       "5   0.000000  0.178664  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.284827  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.192450  0.000000  0.000000  0.000000  0.222734  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.227499  0.264713   \n",
-       "9   0.000000  0.049427  0.000000  0.000000  0.654408  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.179530   \n",
-       "12  0.000000  0.173410  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.093561  0.000000  0.000000  0.345592  0.000000  0.000000   \n",
-       "15  0.715173  0.000000  0.243658  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.198616   \n",
-       "18  0.000000  0.000000  0.000000  0.296485  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.075091  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.094250  0.000000  0.000000  0.000000  0.149990  0.000000   \n",
-       "21  0.000000  0.000000  0.270721  0.000000  0.000000  0.203467  0.000000   \n",
-       "\n",
-       "         V50       V51       V52       V53       V54       V55       V56  \\\n",
-       "0   0.000000  0.000000  0.000000  0.132402  0.000000  0.000000  0.172380   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.269642   \n",
-       "2   0.000000  0.000000  0.000000  0.116537  0.000000  0.000000  0.142530   \n",
-       "3   0.201857  0.000000  0.000000  0.101008  0.211008  0.000000  0.000000   \n",
-       "4   0.197376  0.000000  0.000000  0.000000  0.000000  0.000000  0.168721   \n",
-       "5   0.218267  0.000000  0.000000  0.000000  0.000000  0.236320  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.174126  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.163260  0.114405  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.160132  0.000000  0.000000  0.152910  0.000000  0.199933  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.165047  0.000000   \n",
-       "11  0.000000  0.000000  0.233243  0.000000  0.000000  0.000000  0.152471   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.262761  0.000000  0.130129  0.000000  0.058686  0.000000   \n",
-       "15  0.145763  0.000000  0.000000  0.000000  0.084080  0.000000  0.094257   \n",
-       "16  0.000000  0.737239  0.000000  0.000000  0.000000  0.181018  0.000000   \n",
-       "17  0.076606  0.000000  0.284695  0.000000  0.176416  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.482062  0.105324  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.088893  0.158995  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.098429  0.151071  0.000000  0.000000   \n",
-       "\n",
-       "         V57       V58       V59       V60       V61       V62       V63  \\\n",
-       "0   0.000000  0.073872  0.000000  0.000000  0.450159  0.165233  0.000000   \n",
-       "1   0.000000  0.000000  0.170200  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.396794  0.000000  0.000000  0.000000  0.193862   \n",
-       "4   0.168800  0.114854  0.000000  0.000000  0.000000  0.114772  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.065078   \n",
-       "6   0.000000  0.080869  0.000000  0.000000  0.000000  0.275401  0.000000   \n",
-       "7   0.000000  0.153481  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.149470  0.000000  0.000000  0.238193   \n",
-       "10  0.208049  0.153826  0.000000  0.209129  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.223687  0.000000  0.000000  0.000000   \n",
-       "12  0.122313  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.090429  0.000000  0.000000  0.000000  0.000000  0.069248  0.000000   \n",
-       "14  0.057945  0.000000  0.148505  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.190649  0.000000  0.000000  0.267471  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.146028  0.000000  0.150243  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.268838  0.286101   \n",
-       "18  0.000000  0.181007  0.284501  0.000000  0.000000  0.000000  0.121477   \n",
-       "19  0.161815  0.000000  0.000000  0.000000  0.000000  0.000000  0.095291   \n",
-       "20  0.000000  0.096062  0.000000  0.000000  0.000000  0.106508  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.549841  0.000000  0.000000   \n",
-       "\n",
-       "         V64       V65       V66       V67       V68       V69       V70  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.121201  0.356461   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.225661  0.134044  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.095042  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.314585  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.160392  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.115437  0.512718  0.000000  0.000000   \n",
-       "11  0.292648  0.000000  0.000000  0.220431  0.000000  0.160710  0.000000   \n",
-       "12  0.000000  0.000000  0.120733  0.000000  0.487282  0.000000  0.000000   \n",
-       "13  0.707352  0.000000  0.000000  0.000000  0.000000  0.070780  0.000000   \n",
-       "14  0.000000  0.161954  0.164875  0.274470  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.530530  0.000000  0.255618  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.120017  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.154087  0.000000   \n",
-       "18  0.000000  0.307517  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.174146  0.000000  0.000000  0.000000  0.239723   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.117771  0.403817   \n",
-       "\n",
-       "         V71       V72      V73       V74       V75       V76       V77  \\\n",
-       "0   0.000000  0.185754  0.00000  0.000000  0.320051  0.000000  0.507829   \n",
-       "1   0.000000  0.293167  0.00000  0.000000  0.085306  0.127471  0.000000   \n",
-       "2   0.100459  0.000000  0.28005  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.152348  0.000000  0.00000  0.151868  0.000000  0.066577  0.000000   \n",
-       "4   0.000000  0.109693  0.00000  0.000000  0.160330  0.000000  0.000000   \n",
-       "5   0.179437  0.195874  0.00000  0.179388  0.000000  0.136340  0.000000   \n",
-       "6   0.000000  0.000000  0.00000  0.000000  0.000000  0.120967  0.000000   \n",
-       "7   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.142960  0.000000  0.00000  0.183589  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.00000  0.000000  0.216183  0.195321  0.000000   \n",
-       "12  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.00000  0.041674  0.000000  0.000000  0.000000   \n",
-       "14  0.089855  0.000000  0.71995  0.181174  0.000000  0.000000  0.492171   \n",
-       "15  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.181572  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.153370  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.00000  0.120914  0.218130  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.215512  0.00000  0.000000  0.000000  0.121552  0.000000   \n",
-       "21  0.000000  0.000000  0.00000  0.141393  0.000000  0.231773  0.000000   \n",
-       "\n",
-       "         V78       V79       V80       V81       V82       V83       V84  \\\n",
-       "0   0.000000  0.101861  0.000000  0.000000  0.000000  0.000000  0.107107   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.179189  0.000000  0.000000  0.217921   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.385949  0.242518  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.222099  0.000000  0.154501  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.114459  0.192074  0.000000  0.000000   \n",
-       "7   0.000000  0.109946  0.000000  0.000000  0.000000  0.151834  0.108324   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.137742  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.181849  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.159905  0.000000  0.000000  0.000000  0.000000  0.098104   \n",
-       "11  0.663996  0.166062  0.000000  0.000000  0.000000  0.160685  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.170865  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.336004  0.000000  0.000000  0.000000  0.284235  0.000000  0.207019   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.342442  0.000000  0.000000  0.000000  0.214068   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.106065  0.000000   \n",
-       "18  0.000000  0.000000  0.446968  0.125973  0.000000  0.184397  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.152966  0.210590  0.176432  0.000000  0.000000  0.047458   \n",
-       "21  0.000000  0.138394  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "         V85       V86       V87       V88       V89       V90       V91  \\\n",
-       "0   0.120362  0.563282  0.000000  0.000000  0.000000  0.159452  0.147857   \n",
-       "1   0.000000  0.000000  0.000000  0.205100  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.444648  0.000000  0.000000  0.000000   \n",
-       "3   0.114656  0.000000  0.000000  0.350252  0.000000  0.000000  0.093848   \n",
-       "4   0.189002  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.406526  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.168736  0.000000  0.000000  0.000000  0.000000  0.119692  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.100717  0.184215  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.188467  0.218469   \n",
-       "12  0.000000  0.000000  0.211157  0.000000  0.000000  0.000000  0.232318   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.215725  0.436718  0.000000  0.000000  0.000000  0.173061  0.094735   \n",
-       "15  0.000000  0.000000  0.121958  0.000000  0.000000  0.135057  0.066375   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.492757  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.310755  0.000000  0.000000  0.000000  0.146398   \n",
-       "18  0.000000  0.000000  0.356130  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.191519  0.000000  0.000000  0.000000  0.000000  0.040056  0.000000   \n",
-       "\n",
-       "         V92       V93       V94       V95       V96       V97       V98  \\\n",
-       "0   0.094282  0.000000  0.000000  0.000000  0.269234  0.000000  0.000000   \n",
-       "1   0.000000  0.190128  0.000000  0.000000  0.230288  0.389890  0.000000   \n",
-       "2   0.000000  0.136769  0.390231  0.179188  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.162485  0.000000  0.000000  0.000000   \n",
-       "4   0.227780  0.000000  0.312998  0.000000  0.000000  0.216631  0.250128   \n",
-       "5   0.000000  0.000000  0.296772  0.000000  0.329248  0.000000  0.000000   \n",
-       "6   0.111975  0.156708  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.171230  0.000000  0.000000   \n",
-       "8   0.241618  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.081796  0.000000  0.000000  0.000000  0.000000  0.345454   \n",
-       "10  0.000000  0.000000  0.000000  0.088514  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.155532  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.048378  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.082110  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.230209  0.000000  0.000000  0.351019  0.000000  0.393479  0.404418   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.094136  0.148581  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.218794  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "         V99      V100      V101      V102      V103      V104      V105  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.117801  0.502815  0.153557   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.158197   \n",
-       "3   0.000000  0.378417  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.477170  0.000000  0.000000   \n",
-       "5   0.000000  0.297164  0.000000  0.000000  0.000000  0.000000  0.076738   \n",
-       "6   0.000000  0.000000  0.000000  0.455357  0.000000  0.497185  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.127351   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.300666  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.165688  0.199419  0.325668  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.301544  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.268845  0.000000  0.000000  0.000000  0.100501   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.197084  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.207944  0.000000  0.075796   \n",
-       "17  0.000000  0.125000  0.000000  0.000000  0.000000  0.000000  0.162566   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.533646  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.103943  0.544643  0.000000  0.000000  0.145294   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V106      V107      V108      V109      V110      V111      V112  \\\n",
-       "0   0.000000  0.256271  0.551904  0.000000  0.000000  0.180487  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.163289  0.000000  0.142402   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.125839  0.149968  0.448096  0.217913  0.000000  0.000000  0.000000   \n",
-       "5   0.306941  0.000000  0.000000  0.000000  0.088543  0.000000  0.247628   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.231764  0.000000  0.000000  0.000000  0.000000  0.247485  0.191928   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.130307  0.000000  0.000000   \n",
-       "10  0.093349  0.150020  0.000000  0.298895  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.068015  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.381688  0.084228  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.287850  0.000000  0.000000  0.000000  0.000000  0.309291   \n",
-       "17  0.000000  0.000000  0.000000  0.159694  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.186180  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.137317  0.236173  0.187946  0.000000   \n",
-       "20  0.000000  0.155891  0.000000  0.000000  0.000000  0.000000  0.108752   \n",
-       "21  0.242108  0.000000  0.000000  0.000000  0.000000  0.231838  0.000000   \n",
-       "\n",
-       "        V113      V114      V115      V116      V117      V118      V119  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.060653  0.000000  0.000000  0.000000  0.126805   \n",
-       "2   0.287119  0.000000  0.000000  0.000000  0.246678  0.000000  0.000000   \n",
-       "3   0.000000  0.186254  0.000000  0.000000  0.000000  0.125419  0.000000   \n",
-       "4   0.000000  0.000000  0.205829  0.319525  0.000000  0.114001  0.000000   \n",
-       "5   0.000000  0.000000  0.091723  0.090157  0.000000  0.000000  0.137817   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.451889  0.000000  0.000000  0.000000  0.000000  0.124985  0.227769   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.145662  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.146544  0.000000  0.000000   \n",
-       "10  0.260992  0.271723  0.207360  0.180309  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.089431  0.000000  0.146752  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.111212  0.221702  0.195104  0.000000  0.000000   \n",
-       "13  0.000000  0.173121  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.123763  0.000000  0.000000  0.000000  0.172140  0.214798   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.169366  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.131001  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.159764  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.114116  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.060258  0.000000  0.132145   \n",
-       "20  0.000000  0.131023  0.000000  0.188307  0.000000  0.148427  0.000000   \n",
-       "21  0.000000  0.000000  0.074028  0.000000  0.073664  0.000000  0.160665   \n",
-       "\n",
-       "        V120      V121      V122      V123      V124      V125      V126  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.072339   \n",
-       "1   0.000000  0.456601  0.000000  0.000000  0.000000  0.541377  0.000000   \n",
-       "2   0.071763  0.000000  0.000000  0.000000  0.000000  0.000000  0.139361   \n",
-       "3   0.000000  0.000000  0.000000  0.149900  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.543399  0.091866  0.068821  0.325617  0.000000  0.000000   \n",
-       "5   0.244052  0.000000  0.000000  0.176933  0.252706  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.161795  0.000000  0.000000  0.166373   \n",
-       "7   0.000000  0.000000  0.000000  0.147540  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.113343  0.000000  0.312413  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.122991   \n",
-       "11  0.149635  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.250284  0.000000  0.211476  0.070217  0.000000  0.000000  0.107127   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.109265  0.458623  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.100556  0.000000  0.000000  0.000000   \n",
-       "16  0.198800  0.000000  0.167617  0.124239  0.000000  0.000000  0.000000   \n",
-       "17  0.085467  0.000000  0.204391  0.000000  0.000000  0.000000  0.140972   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.162990   \n",
-       "19  0.000000  0.000000  0.211307  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.087848   \n",
-       "\n",
-       "        V127      V128     V129      V130      V131      V132      V133  \\\n",
-       "0   0.000000  0.000000  0.30986  0.000000  0.000000  0.172242  0.151748   \n",
-       "1   0.335446  0.251812  0.00000  0.000000  0.000000  0.000000  0.145268   \n",
-       "2   0.000000  0.098633  0.35756  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.00000  0.000000  0.145665  0.212436  0.000000   \n",
-       "4   0.000000  0.000000  0.00000  0.000000  0.144889  0.000000  0.231895   \n",
-       "5   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.106710   \n",
-       "8   0.000000  0.112062  0.17151  0.000000  0.000000  0.183357  0.000000   \n",
-       "9   0.222489  0.000000  0.00000  0.172849  0.110076  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.094592  0.117815  0.00000  0.000000  0.000000  0.000000  0.219663   \n",
-       "12  0.000000  0.000000  0.00000  0.000000  0.147139  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.00000  0.466466  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.121622  0.000000  0.00000  0.000000  0.000000  0.174834  0.000000   \n",
-       "17  0.225850  0.063187  0.16107  0.000000  0.196413  0.056494  0.000000   \n",
-       "18  0.000000  0.000000  0.00000  0.000000  0.178082  0.000000  0.000000   \n",
-       "19  0.000000  0.235672  0.00000  0.360685  0.077735  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.00000  0.000000  0.000000  0.200638  0.000000   \n",
-       "21  0.000000  0.120819  0.00000  0.000000  0.000000  0.000000  0.144715   \n",
-       "\n",
-       "        V134      V135      V136      V137      V138      V139      V140  \\\n",
-       "0   0.455507  0.000000  0.000000  0.000000  0.070775  0.205069  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.344521  0.000000  0.000000  0.000000  0.000000  0.111556   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.523793  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.064136   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.243175  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.217424   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.255123  0.000000  0.161827   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.126136  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.068249  0.000000   \n",
-       "16  0.000000  0.342174  0.000000  0.397408  0.000000  0.000000  0.103408   \n",
-       "17  0.101888  0.136313  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.442606  0.000000  0.000000  0.000000  0.000000  0.268411  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.273641  0.000000  0.121220   \n",
-       "20  0.000000  0.000000  0.476207  0.000000  0.231500  0.088960  0.000000   \n",
-       "21  0.000000  0.176992  0.000000  0.602592  0.168961  0.000000  0.220429   \n",
-       "\n",
-       "        V141     V142      V143      V144      V145      V146      V147  \\\n",
-       "0   0.000000  0.00000  0.000000  0.202360  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.00000  0.000000  0.000000  0.133455  0.000000  0.000000   \n",
-       "3   0.079288  0.00000  0.000000  0.000000  0.272204  0.000000  0.499962   \n",
-       "4   0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.200768   \n",
-       "5   0.136519  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.299270   \n",
-       "7   0.273654  0.37475  0.000000  0.093344  0.000000  0.000000  0.000000   \n",
-       "8   0.093998  0.00000  0.000000  0.000000  0.147643  0.000000  0.000000   \n",
-       "9   0.000000  0.00000  0.281992  0.138516  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.00000  0.000000  0.181966  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.62525  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.00000  0.000000  0.000000  0.118433  0.356923  0.000000   \n",
-       "15  0.190287  0.00000  0.000000  0.000000  0.000000  0.366611  0.000000   \n",
-       "16  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.00000  0.718008  0.159484  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.00000  0.000000  0.000000  0.328266  0.105972  0.000000   \n",
-       "19  0.226253  0.00000  0.000000  0.224330  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.00000  0.000000  0.000000  0.000000  0.170494  0.000000   \n",
-       "\n",
-       "        V148      V149      V150      V151      V152      V153      V154  \\\n",
-       "0   0.000000  0.000000  0.313817  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.158623  0.000000  0.000000  0.000000  0.000000  0.000000  0.308194   \n",
-       "2   0.048805  0.000000  0.000000  0.150135  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.197002   \n",
-       "4   0.000000  0.401605  0.000000  0.265056  0.000000  0.000000  0.000000   \n",
-       "5   0.138237  0.104055  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.173638  0.000000  0.294043  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.397811  0.000000   \n",
-       "9   0.183164  0.000000  0.286580  0.153793  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.268361  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.224741  0.000000   \n",
-       "13  0.000000  0.494340  0.000000  0.000000  0.313253  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.377448  0.000000   \n",
-       "15  0.059226  0.000000  0.000000  0.162654  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.176288   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.183141   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.189464  0.000000  0.000000  0.000000  0.686747  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.105560  0.000000  0.000000  0.000000  0.135375   \n",
-       "21  0.048842  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V155      V156      V157      V158      V159      V160      V161  \\\n",
-       "0   0.324446  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.105665  0.062415  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.169179  0.158729  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.065520  0.000000  0.000000  0.000000  0.220171   \n",
-       "4   0.000000  0.000000  0.130931  0.106437  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.151273   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.200913  0.000000  0.000000  0.208199  0.000000  0.104265   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.119444  0.278058  0.000000  0.173359   \n",
-       "10  0.000000  0.000000  0.201396  0.087526  0.000000  0.000000  0.000000   \n",
-       "11  0.675554  0.000000  0.000000  0.104393  0.000000  0.000000  0.079049   \n",
-       "12  0.000000  0.000000  0.057565  0.174507  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.156844  0.000000  0.000000  0.000000  0.200267   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.218720  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.295023  0.000000  0.000000   \n",
-       "17  0.000000  0.119261  0.000000  0.083642  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.199391  0.000000  0.000000  0.000000  0.424811  0.000000   \n",
-       "20  0.000000  0.000000  0.166600  0.324053  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.205591  0.000000  0.000000  0.000000  0.575189  0.071616   \n",
-       "\n",
-       "        V162      V163      V164      V165      V166      V167      V168  \\\n",
-       "0   0.000000  0.000000  0.000000  0.399037  0.000000  0.171327  0.209677   \n",
-       "1   0.000000  0.250539  0.000000  0.000000  0.083377  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.183524  0.000000  0.000000  0.094858  0.000000  0.000000   \n",
-       "4   0.000000  0.133463  0.000000  0.000000  0.000000  0.161866  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.063517  0.141015  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.138856  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.178732  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.115452  0.000000  0.201392  0.000000  0.367479   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.207810  0.000000  0.160509  0.000000  0.000000  0.000000  0.099224   \n",
-       "12  0.000000  0.000000  0.227254  0.000000  0.191804  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.144178  0.000000  0.059041  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.119423  0.000000   \n",
-       "16  0.429345  0.093284  0.000000  0.000000  0.000000  0.122040  0.323620   \n",
-       "17  0.000000  0.000000  0.083525  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.362845  0.000000  0.000000  0.600963  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.082018  0.000000  0.000000  0.000000  0.109411  0.000000   \n",
-       "20  0.000000  0.000000  0.090349  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.257173  0.000000  0.000000  0.167155  0.174917  0.000000   \n",
-       "\n",
-       "        V169      V170      V171      V172      V173      V174      V175  \\\n",
-       "0   0.000000  0.091340  0.000000  0.000000  0.000000  0.089825  0.000000   \n",
-       "1   0.174515  0.228409  0.057934  0.000000  0.000000  0.000000  0.243461   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.201712  0.000000  0.210307  0.000000  0.000000   \n",
-       "4   0.000000  0.112192  0.077778  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.060371  0.000000  0.000000  0.238483  0.000000  0.000000  0.000000   \n",
-       "6   0.104116  0.148514  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.233358  0.259155   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.105294  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.082876  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.278705  0.123097  0.000000   \n",
-       "11  0.074486  0.131405  0.094021  0.261166  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.154453  0.000000  0.000000  0.069779  0.000000  0.000000   \n",
-       "13  0.205071  0.000000  0.000000  0.000000  0.000000  0.231066  0.000000   \n",
-       "14  0.074526  0.133687  0.000000  0.351795  0.239315  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.203684  0.000000  0.000000  0.322655  0.000000   \n",
-       "16  0.000000  0.000000  0.154435  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.213127  0.000000  0.127560  0.000000  0.096599  0.000000  0.000000   \n",
-       "19  0.093788  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.148555  0.000000  0.000000  0.241279   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.256105   \n",
-       "\n",
-       "        V176      V177      V178      V179      V180      V181      V182  \\\n",
-       "0   0.000000  0.000000  0.415315  0.000000  0.000000  0.000000  0.098941   \n",
-       "1   0.000000  0.332192  0.000000  0.194260  0.000000  0.000000  0.143639   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.642296  0.000000  0.000000  0.000000  0.000000  0.000000  0.157988   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.092057   \n",
-       "5   0.000000  0.000000  0.119925  0.000000  0.000000  0.432868  0.000000   \n",
-       "6   0.000000  0.382249  0.000000  0.149958  0.000000  0.000000  0.139908   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.133181  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.184888  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.052063   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.136879  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.167861   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.569756  0.278880  0.000000   \n",
-       "15  0.000000  0.000000  0.331578  0.000000  0.430244  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.288252  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.140334  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.285559  0.000000  0.193681  0.000000  0.000000  0.000000   \n",
-       "21  0.357704  0.000000  0.000000  0.000000  0.000000  0.000000  0.147543   \n",
-       "\n",
-       "        V183      V184      V185      V186      V187      V188      V189  \\\n",
-       "0   0.000000  0.080927  0.000000  0.000000  0.000000  0.073905  0.000000   \n",
-       "1   0.000000  0.160046  0.000000  0.144865  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.129599  0.113521  0.000000  0.107749  0.111485  0.000000   \n",
-       "3   0.048229  0.000000  0.000000  0.052365  0.223478  0.134484  0.000000   \n",
-       "4   0.150083  0.208289  0.000000  0.180058  0.000000  0.131424  0.000000   \n",
-       "5   0.148464  0.000000  0.094940  0.000000  0.074219  0.159784  0.000000   \n",
-       "6   0.170581  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.153493  0.075483  0.000000  0.000000  0.223279   \n",
-       "8   0.000000  0.063567  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.239644  0.000000  0.085916  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.088993  0.195968   \n",
-       "12  0.150885  0.000000  0.220399  0.000000  0.106399  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.204194  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.182256  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.046856  0.083720  0.046527  0.000000  0.149587  0.000000   \n",
-       "16  0.201099  0.000000  0.000000  0.000000  0.209715  0.000000  0.580752   \n",
-       "17  0.000000  0.000000  0.000000  0.114252  0.000000  0.000000  0.000000   \n",
-       "18  0.130659  0.165189  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.150337  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.192525  0.000000  0.000000   \n",
-       "21  0.000000  0.145527  0.094283  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V190      V191      V192      V193      V194      V195      V196  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.230944   \n",
-       "1   0.279084  0.000000  0.000000  0.228555  0.000000  0.000000  0.000000   \n",
-       "2   0.212862  0.000000  0.000000  0.000000  0.125622  0.061288  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.159269  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.349148  0.097380  0.000000  0.266468  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.181410  0.000000  0.189625  0.108326  0.000000   \n",
-       "7   0.000000  0.000000  0.088471  0.074157  0.000000  0.164400  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.061356  0.000000  0.000000   \n",
-       "9   0.000000  0.145059  0.055781  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.096558  0.000000  0.106833  0.205179  0.331551   \n",
-       "11  0.000000  0.000000  0.176019  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.068419  0.000000  0.048842  0.000000   \n",
-       "13  0.000000  0.109717  0.124297  0.000000  0.000000  0.119096  0.000000   \n",
-       "14  0.000000  0.071735  0.000000  0.000000  0.277241  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.239322  0.212812  0.131941   \n",
-       "16  0.000000  0.000000  0.000000  0.085846  0.000000  0.000000  0.305564   \n",
-       "17  0.000000  0.249273  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.167566  0.000000  0.084246  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.146633  0.000000  0.000000  0.080057  0.000000   \n",
-       "20  0.000000  0.000000  0.130830  0.192310  0.000000  0.000000  0.000000   \n",
-       "21  0.158906  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V197      V198      V199      V200      V201      V202      V203  \\\n",
-       "0   0.120066  0.000000  0.000000  0.151259  0.176913  0.000000  0.720664   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.166958  0.000000  0.000000  0.330425  0.000000  0.000000  0.000000   \n",
-       "4   0.198058  0.284497  0.240999  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.161488  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.170801  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.104147  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.145274  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.428074  0.000000  0.000000   \n",
-       "12  0.098811  0.383215  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.072397  0.000000  0.000000  0.000000  0.000000  0.000000  0.279336   \n",
-       "14  0.000000  0.000000  0.301757  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.066846  0.000000  0.000000  0.000000  0.176839  0.634059  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.208797  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.218173  0.000000  0.000000   \n",
-       "19  0.131589  0.000000  0.248447  0.414169  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.365941  0.000000   \n",
-       "\n",
-       "        V204      V205      V206      V207      V208      V209      V210  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.111264  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.226775  0.000000  0.237454  0.055896   \n",
-       "3   0.219179  0.000000  0.000000  0.121890  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.214295  0.000000   \n",
-       "5   0.055136  0.259671  0.000000  0.000000  0.000000  0.000000  0.213005   \n",
-       "6   0.204162  0.000000  0.321105  0.000000  0.000000  0.000000  0.240477   \n",
-       "7   0.000000  0.000000  0.430209  0.000000  0.000000  0.000000  0.131243   \n",
-       "8   0.000000  0.240100  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.500229  0.000000  0.000000  0.207873  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.061391  0.000000  0.000000  0.162750  0.512303  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.171839  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.123362  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.156461  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.088042  0.000000  0.000000  0.000000  0.000000  0.230046  0.113013   \n",
-       "17  0.156037  0.000000  0.000000  0.000000  0.000000  0.000000  0.184849   \n",
-       "18  0.000000  0.000000  0.248686  0.000000  0.000000  0.318204  0.000000   \n",
-       "19  0.216053  0.000000  0.000000  0.205482  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.061517   \n",
-       "\n",
-       "        V211      V212      V213      V214      V215      V216      V217  \\\n",
-       "0   0.000000  0.000000  0.000000  0.223468  0.251148  0.343187  0.289020   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.147309  0.205108  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.099259   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.057176  0.000000  0.141544   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.369421  0.117758  0.000000  0.000000  0.136646  0.000000   \n",
-       "6   0.000000  0.231599  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.398980  0.000000  0.127432  0.219537  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.066781  0.000000  0.162894  0.315059  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.191700   \n",
-       "10  0.651662  0.000000  0.000000  0.152128  0.000000  0.000000  0.278477   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.064903  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.165041  0.000000  0.161937  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.109434  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.130217  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.132380  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.213486  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.348338  0.000000  0.000000  0.496972  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V218      V219      V220      V221      V222      V223      V224  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.194618   \n",
-       "1   0.000000  0.000000  0.242204  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.102390  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.103947  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.189790   \n",
-       "6   0.000000  0.000000  0.079884  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.126624  0.000000  0.000000  0.000000  0.000000  0.513524  0.209102   \n",
-       "8   0.000000  0.000000  0.224270  0.443306  0.000000  0.000000  0.000000   \n",
-       "9   0.104074  0.000000  0.214805  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.108703  0.000000  0.000000  0.000000  0.413691  0.000000  0.136149   \n",
-       "11  0.216423  0.540319  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.092115   \n",
-       "13  0.229606  0.000000  0.134890  0.000000  0.176999  0.000000  0.000000   \n",
-       "14  0.118161  0.000000  0.000000  0.000000  0.000000  0.486476  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.096409  0.459681  0.000000  0.454304  0.409310  0.000000  0.178226   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V225      V226     V227      V228      V229      V230      V231  \\\n",
-       "0   0.000000  0.000000  0.00000  0.000000  0.000000  0.130042  0.000000   \n",
-       "1   0.271485  0.218437  0.00000  0.105102  0.120487  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.00000  0.000000  0.000000  0.051296  0.000000   \n",
-       "3   0.000000  0.163761  0.00000  0.000000  0.000000  0.000000  0.283876   \n",
-       "4   0.000000  0.000000  0.00000  0.000000  0.197948  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.285266  0.000000  0.74039  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.157851  0.00000  0.268496  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.00000  0.000000  0.218790  0.137817  0.199203   \n",
-       "9   0.000000  0.000000  0.00000  0.151615  0.000000  0.065256  0.000000   \n",
-       "10  0.000000  0.090001  0.00000  0.174062  0.000000  0.175296  0.000000   \n",
-       "11  0.136354  0.000000  0.25961  0.097938  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.00000  0.000000  0.000000  0.198048  0.000000   \n",
-       "13  0.000000  0.175886  0.00000  0.000000  0.140814  0.000000  0.178714   \n",
-       "14  0.000000  0.000000  0.00000  0.000000  0.151923  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.00000  0.000000  0.170038  0.000000  0.000000   \n",
-       "16  0.000000  0.057336  0.00000  0.000000  0.000000  0.000000  0.195581   \n",
-       "17  0.238478  0.053853  0.00000  0.000000  0.000000  0.000000  0.142626   \n",
-       "18  0.068417  0.000000  0.00000  0.000000  0.000000  0.070664  0.000000   \n",
-       "19  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.00000  0.000000  0.000000  0.171580  0.000000   \n",
-       "21  0.000000  0.082875  0.00000  0.202787  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V232      V233      V234      V235      V236      V237      V238  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.130924  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.123903  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.071832  0.000000  0.000000  0.098524   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.142214  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.076898  0.000000  0.230719  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.345057  0.000000  0.117892   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.166211  0.330695  0.000000  0.000000   \n",
-       "8   0.000000  0.341116  0.000000  0.000000  0.102935  0.280303  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.175627  0.000000  0.000000  0.060045   \n",
-       "10  0.000000  0.000000  0.000000  0.110905  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.243253  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.248844  0.448828  0.000000  0.000000  0.000000  0.164564   \n",
-       "13  0.588031  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.350625  0.145654  0.000000  0.000000  0.150876   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.200547  0.000000  0.000000  0.000000  0.142260   \n",
-       "17  0.000000  0.000000  0.000000  0.128971  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.215840  0.130664   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.221313  0.000000  0.135176   \n",
-       "21  0.411969  0.166786  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V239      V240      V241      V242      V243      V244      V245  \\\n",
-       "0   0.630548  0.000000  0.000000  0.000000  0.087015  0.000000  0.156991   \n",
-       "1   0.000000  0.000000  0.321537  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.159435  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.062938  0.098843  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.109688  0.104470  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.126607  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.131808  0.374427   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.161660  0.000000  0.000000   \n",
-       "10  0.000000  0.325080  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.074057  0.000000  0.472171  0.168581  0.114312  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.152814  0.000000   \n",
-       "13  0.000000  0.000000  0.121575  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.221579  0.000000  0.527829  0.000000  0.045133  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.181549  0.000000  0.000000   \n",
-       "16  0.369452  0.000000  0.000000  0.000000  0.045076  0.170424  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.368078  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.084340  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.269596  0.000000  0.000000  0.133746  0.160059  0.468582   \n",
-       "\n",
-       "        V246      V247      V248     V249      V250      V251      V252  \\\n",
-       "0   0.000000  0.000000  0.000000  0.00000  0.087046  0.000000  0.215786   \n",
-       "1   0.241227  0.000000  0.000000  0.44282  0.231465  0.171482  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.55718  0.061234  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.00000  0.053922  0.000000  0.000000   \n",
-       "5   0.000000  0.231080  0.000000  0.00000  0.000000  0.000000  0.330710   \n",
-       "6   0.000000  0.000000  0.345084  0.00000  0.000000  0.341005  0.000000   \n",
-       "7   0.319833  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.343282   \n",
-       "9   0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.110222   \n",
-       "12  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.00000  0.115235  0.000000  0.000000   \n",
-       "14  0.000000  0.176198  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.187181  0.654916  0.00000  0.243441  0.000000  0.000000   \n",
-       "16  0.438940  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.00000  0.207656  0.000000  0.000000   \n",
-       "20  0.000000  0.405541  0.000000  0.00000  0.000000  0.329239  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.00000  0.000000  0.158273  0.000000   \n",
-       "\n",
-       "        V253      V254      V255      V256      V257      V258      V259  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.069889   \n",
-       "2   0.226966  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.200581  0.000000  0.000000   \n",
-       "4   0.244996  0.365743  0.000000  0.000000  0.000000  0.000000  0.170082   \n",
-       "5   0.000000  0.000000  0.000000  0.172126  0.000000  0.227644  0.045453   \n",
-       "6   0.000000  0.634257  0.000000  0.152223  0.315630  0.263569  0.211470   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.150240  0.000000   \n",
-       "8   0.000000  0.000000  0.220222  0.077015  0.154746  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.299540  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.054261  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.089891  0.094898   \n",
-       "12  0.231879  0.000000  0.000000  0.000000  0.000000  0.000000  0.199143   \n",
-       "13  0.195336  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.268656  0.075018   \n",
-       "16  0.000000  0.000000  0.000000  0.191411  0.000000  0.000000  0.000000   \n",
-       "17  0.100823  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.151361  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.329044  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.360248  0.201603  0.000000  0.000000  0.134047   \n",
-       "21  0.000000  0.000000  0.119990  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V260      V261      V262      V263      V264      V265      V266  \\\n",
-       "0   0.000000  0.000000  0.274860  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.230760   \n",
-       "3   0.119643  0.000000  0.000000  0.167842  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.235811  0.139615  0.000000  0.000000  0.154672   \n",
-       "5   0.212578  0.000000  0.489330  0.000000  0.000000  0.341222  0.000000   \n",
-       "6   0.190971  0.303452  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.356152  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.085496  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.088482  0.000000  0.000000  0.000000  0.530059  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.075001  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.230260  0.000000  0.228310  0.000000   \n",
-       "14  0.000000  0.131038  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.227828  0.000000  0.000000  0.000000  0.000000  0.074315  0.266965   \n",
-       "16  0.000000  0.137973  0.000000  0.107434  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.199354  0.469941  0.000000  0.000000   \n",
-       "18  0.000000  0.188894  0.000000  0.155494  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.238644  0.000000  0.000000  0.000000  0.000000  0.347603   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V267      V268      V269      V270      V271      V272      V273  \\\n",
-       "0   0.000000  0.000000  0.105795  0.000000  0.220695  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.104706  0.305282  0.000000  0.000000  0.000000   \n",
-       "2   0.232776  0.289837  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.156447  0.000000  0.089980  0.694718  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.393812  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.442516  0.000000  0.000000   \n",
-       "6   0.000000  0.177598  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.222243  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.229680  0.000000  0.000000  0.000000  0.188630   \n",
-       "10  0.000000  0.000000  0.158194  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.332555   \n",
-       "13  0.213451  0.000000  0.086398  0.000000  0.119931  0.000000  0.000000   \n",
-       "14  0.000000  0.532565  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.216858  0.000000  0.104407   \n",
-       "17  0.000000  0.000000  0.225247  0.000000  0.000000  0.370534  0.177854   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.235654  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.196554   \n",
-       "21  0.175083  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V274      V275     V276      V277      V278      V279      V280  \\\n",
-       "0   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.00000  0.000000  0.000000  0.127313  0.181569   \n",
-       "2   0.000000  0.000000  0.00000  0.197102  0.000000  0.000000  0.000000   \n",
-       "3   0.134573  0.211670  0.50208  0.146869  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.00000  0.064230  0.000000  0.000000  0.000000   \n",
-       "5   0.181407  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.00000  0.000000  0.076996  0.000000  0.166207   \n",
-       "7   0.112342  0.000000  0.00000  0.085180  0.000000  0.000000  0.124253   \n",
-       "8   0.143478  0.000000  0.00000  0.000000  0.000000  0.244080  0.000000   \n",
-       "9   0.041419  0.000000  0.00000  0.179966  0.145176  0.000000  0.000000   \n",
-       "10  0.000000  0.227435  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.158950  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.169677  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.189351  0.00000  0.091514  0.127327  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.00000  0.000000  0.138449  0.139303  0.000000   \n",
-       "16  0.000000  0.158793  0.00000  0.121122  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.00000  0.000000  0.122909  0.081294  0.000000   \n",
-       "18  0.058154  0.000000  0.49792  0.114017  0.099751  0.277798  0.000000   \n",
-       "19  0.000000  0.212750  0.00000  0.000000  0.122460  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.00000  0.000000  0.166932  0.000000  0.527972   \n",
-       "21  0.000000  0.000000  0.00000  0.000000  0.000000  0.130212  0.000000   \n",
-       "\n",
-       "        V281      V282      V283      V284      V285      V286      V287  \\\n",
-       "0   0.238502  0.000000  0.000000  0.000000  0.000000  0.119000  0.000000   \n",
-       "1   0.000000  0.097265  0.180555  0.000000  0.000000  0.072881  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.110525  0.000000  0.163058  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.129995  0.127370  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.160201  0.000000  0.000000  0.000000  0.080293  0.190126   \n",
-       "7   0.000000  0.118749  0.000000  0.000000  0.185832  0.000000  0.199883   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.118224  0.000000  0.000000   \n",
-       "9   0.000000  0.090973  0.000000  0.000000  0.091756  0.000000  0.000000   \n",
-       "10  0.106063  0.000000  0.000000  0.149673  0.000000  0.000000  0.174087   \n",
-       "11  0.269086  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.055929  0.000000  0.117111  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.187973  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.393684  0.113233  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.173694  0.117862  0.131730  0.042340   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.124455   \n",
-       "17  0.000000  0.155163  0.000000  0.000000  0.000000  0.000000  0.170059   \n",
-       "18  0.000000  0.162690  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.097124  0.000000  0.425761  0.000000  0.153209  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.067865  0.203122  0.188559  0.000000   \n",
-       "21  0.289224  0.214960  0.000000  0.141108  0.000000  0.000000  0.099050   \n",
-       "\n",
-       "        V288      V289      V290      V291      V292      V293      V294  \\\n",
-       "0   0.000000  0.000000  0.160863  0.000000  0.000000  0.000000  0.354758   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.329681  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.336240  0.000000  0.000000  0.645242   \n",
-       "4   0.000000  0.000000  0.184641  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.377491  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.149273  0.105615  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.122180  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.129781  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.252531  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.180653  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.112055  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.054998  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.347153  0.165784  0.000000  0.000000  0.247662  0.000000  0.000000   \n",
-       "16  0.000000  0.129536  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.111957  0.000000  0.000000  0.000000  0.402540  0.000000   \n",
-       "18  0.000000  0.098975  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.652847  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.086208  0.000000  0.422657  0.447349  0.000000   \n",
-       "21  0.000000  0.241217  0.000000  0.000000  0.000000  0.150112  0.000000   \n",
-       "\n",
-       "        V295      V296      V297      V298      V299      V300      V301  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.063430   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.324959  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.181387  0.000000  0.000000  0.000000  0.057622   \n",
-       "4   0.000000  0.000000  0.093646  0.000000  0.000000  0.072951  0.059138   \n",
-       "5   0.000000  0.000000  0.000000  0.161107  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.248696  0.000000  0.000000  0.000000  0.194083  0.000000  0.113823   \n",
-       "8   0.249502  0.000000  0.093572  0.000000  0.128923  0.121077  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.171654  0.000000  0.103084  0.208140   \n",
-       "10  0.320509  0.000000  0.098836  0.000000  0.000000  0.000000  0.115811   \n",
-       "11  0.000000  0.146836  0.132132  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.100343  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.210079  0.000000  0.144235  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.200888   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.128336  0.000000   \n",
-       "17  0.000000  0.287392  0.161109  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.175624  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.128296  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.197584  0.181149   \n",
-       "21  0.181293  0.565772  0.063694  0.457160  0.251692  0.104437  0.000000   \n",
-       "\n",
-       "        V302      V303      V304      V305      V306      V307      V308  \\\n",
-       "0   0.169569  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.161075  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.117688  0.000000  0.000000   \n",
-       "3   0.000000  0.056340  0.094406  0.000000  0.000000  0.000000  0.210263   \n",
-       "4   0.253182  0.145698  0.000000  0.527741  0.000000  0.140829  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.112946  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.159244   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.100070  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.155986  0.155429  0.000000   \n",
-       "9   0.095272  0.000000  0.283348  0.000000  0.000000  0.040368  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.127918  0.000000  0.000000   \n",
-       "11  0.000000  0.129370  0.000000  0.000000  0.000000  0.000000  0.125045   \n",
-       "12  0.000000  0.000000  0.318606  0.000000  0.000000  0.000000  0.075778   \n",
-       "13  0.000000  0.171704  0.000000  0.000000  0.104793  0.000000  0.115162   \n",
-       "14  0.193464  0.172135  0.000000  0.472259  0.000000  0.131924  0.000000   \n",
-       "15  0.000000  0.176736  0.000000  0.000000  0.000000  0.119614  0.158582   \n",
-       "16  0.000000  0.000000  0.303639  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.105551  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.126920  0.162063  0.000000   \n",
-       "19  0.204689  0.148017  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.155926   \n",
-       "21  0.083824  0.000000  0.000000  0.000000  0.000000  0.136827  0.000000   \n",
-       "\n",
-       "        V309      V310      V311      V312      V313      V314      V315  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.164963  0.000000  0.000000  0.000000  0.000000  0.000000  0.181160   \n",
-       "2   0.000000  0.000000  0.000000  0.084273  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.450932  0.000000  0.170595   \n",
-       "4   0.000000  0.000000  0.321890  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.062570  0.459774  0.000000  0.049355  0.000000  0.000000  0.107422   \n",
-       "6   0.218525  0.000000  0.000000  0.000000  0.549068  0.000000  0.055959   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.111840  0.000000  0.181335  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.163571  0.000000  0.057142  0.133406   \n",
-       "10  0.129862  0.000000  0.000000  0.000000  0.000000  0.000000  0.169664   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.208650  0.000000   \n",
-       "12  0.164315  0.000000  0.079065  0.000000  0.000000  0.159974  0.000000   \n",
-       "13  0.055062  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.060112  0.000000   \n",
-       "15  0.204703  0.000000  0.000000  0.165566  0.000000  0.231989  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.229472  0.148119  0.000000  0.100798  0.000000   \n",
-       "18  0.000000  0.000000  0.152062  0.172857  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.217510  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.540226  0.000000  0.104419  0.000000  0.000000  0.181793   \n",
-       "\n",
-       "        V316      V317      V318      V319      V320      V321      V322  \\\n",
-       "0   0.000000  0.300226  0.000000  0.000000  0.062110  0.123329  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.078473  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.197365   \n",
-       "4   0.000000  0.000000  0.071028  0.000000  0.000000  0.082745  0.075664   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.106187  0.156139  0.000000  0.071777  0.000000  0.000000   \n",
-       "7   0.000000  0.095936  0.000000  0.000000  0.000000  0.190649  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.113787  0.000000  0.345530  0.209277  0.050100  0.151083   \n",
-       "11  0.403214  0.115295  0.000000  0.000000  0.220639  0.000000  0.068985   \n",
-       "12  0.000000  0.000000  0.213344  0.411895  0.000000  0.000000  0.111432   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.145866  0.155254   \n",
-       "14  0.000000  0.106256  0.000000  0.000000  0.165789  0.000000  0.000000   \n",
-       "15  0.596786  0.000000  0.159178  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.191934  0.153453  0.000000   \n",
-       "17  0.000000  0.000000  0.242503  0.242575  0.000000  0.098692  0.000000   \n",
-       "18  0.000000  0.000000  0.157809  0.000000  0.000000  0.000000  0.070589   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.162313  0.000000  0.000000  0.000000  0.155167  0.169628   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V323      V324      V325      V326      V327      V328      V329  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.353526  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.237994  0.000000  0.165022  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.451586  0.000000  0.384448  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.156194  0.000000  0.000000  0.000000   \n",
-       "5   0.473037  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.257179  0.000000  0.000000  0.000000  0.323979  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.140520  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.214463  0.000000  0.000000  0.627675   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.446370  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.193560  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.548414  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.322495  0.000000   \n",
-       "19  0.526963  0.339474  0.000000  0.130241  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.165352  0.000000  0.000000  0.169182  0.000000  0.372325   \n",
-       "\n",
-       "        V330      V331      V332      V333      V334      V335      V336  \\\n",
-       "0   0.000000  0.000000  0.000000  0.199699  0.000000  0.000000  0.810051   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.144437  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.561177  0.000000   \n",
-       "5   0.000000  0.182909  0.125668  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.301930  0.259175  0.000000   \n",
-       "7   0.170039  0.153818  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.083140  0.000000  0.000000  0.151444  0.000000  0.000000   \n",
-       "9   0.000000  0.118694  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.243356  0.137531  0.000000  0.000000  0.416379  0.000000  0.000000   \n",
-       "11  0.000000  0.060276  0.187890  0.000000  0.000000  0.179648  0.000000   \n",
-       "12  0.000000  0.000000  0.323278  0.000000  0.130247  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.097469  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.204528  0.000000  0.000000  0.000000   \n",
-       "15  0.238384  0.000000  0.000000  0.113024  0.000000  0.000000  0.000000   \n",
-       "16  0.194852  0.000000  0.000000  0.000000  0.000000  0.000000  0.189949   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.363164  0.179132  0.000000  0.000000  0.000000   \n",
-       "19  0.153369  0.000000  0.000000  0.081023  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.119194  0.000000  0.125125  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V337     V338      V339      V340      V341      V342      V343  \\\n",
-       "0   0.000000  0.00000  0.000000  0.000000  0.069774  0.095151  0.000000   \n",
-       "1   0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.218476   \n",
-       "2   0.334030  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.49858  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.00000  0.000000  0.160755  0.000000  0.000000  0.000000   \n",
-       "6   0.151790  0.00000  0.000000  0.000000  0.000000  0.200612  0.360852   \n",
-       "7   0.000000  0.00000  0.000000  0.000000  0.000000  0.169512  0.000000   \n",
-       "8   0.202859  0.00000  0.000000  0.247140  0.000000  0.107120  0.000000   \n",
-       "9   0.000000  0.00000  0.000000  0.000000  0.124982  0.000000  0.000000   \n",
-       "10  0.000000  0.00000  0.000000  0.000000  0.000000  0.059791  0.000000   \n",
-       "11  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.211085  0.00000  0.455796  0.091425  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.00000  0.000000  0.000000  0.000000  0.185674  0.000000   \n",
-       "15  0.000000  0.00000  0.000000  0.000000  0.224427  0.000000  0.420672   \n",
-       "16  0.000000  0.00000  0.544204  0.184011  0.215060  0.000000  0.000000   \n",
-       "17  0.000000  0.00000  0.000000  0.243137  0.243818  0.182140  0.000000   \n",
-       "18  0.100236  0.50142  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.00000  0.000000  0.000000  0.121939  0.000000  0.000000   \n",
-       "20  0.000000  0.00000  0.000000  0.073532  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V344      V345      V346      V347      V348      V349      V350  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.304529   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.496498  0.000000  0.000000   \n",
-       "4   0.510397  0.469579  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.340031  0.000000   \n",
-       "6   0.219479  0.530421  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.240924  0.000000  0.000000  0.000000  0.695471   \n",
-       "9   0.000000  0.000000  0.132901  0.220544  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.137664  0.000000  0.260329  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.239830  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.266896  0.503502  0.238963  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.093460  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.135066  0.000000  0.160676  0.000000   \n",
-       "18  0.000000  0.000000  0.082370  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.247351  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.270124  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.202994  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V351      V352      V353      V354      V355      V356      V357  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.071677  0.171965  0.000000  0.000000  0.000000  0.000000  0.159733   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.159198   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.084877  0.189264  0.000000  0.119100  0.000000  0.000000   \n",
-       "6   0.093611  0.133434  0.069867  0.000000  0.000000  0.417013  0.000000   \n",
-       "7   0.127521  0.000000  0.000000  0.000000  0.279300  0.000000  0.177627   \n",
-       "8   0.000000  0.154405  0.000000  0.328061  0.000000  0.000000  0.000000   \n",
-       "9   0.145097  0.000000  0.284849  0.253650  0.000000  0.000000  0.117167   \n",
-       "10  0.000000  0.000000  0.087938  0.089246  0.000000  0.000000  0.197522   \n",
-       "11  0.000000  0.165170  0.000000  0.000000  0.130576  0.000000  0.000000   \n",
-       "12  0.216488  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.095931  0.166066  0.165791  0.096603  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.091688  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.063971  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.130247  0.000000  0.000000  0.138184  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.236237  0.582987  0.000000   \n",
-       "20  0.243046  0.000000  0.110327  0.000000  0.000000  0.000000  0.188753   \n",
-       "21  0.102561  0.000000  0.000000  0.163251  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V358      V359      V360      V361      V362      V363      V364  \\\n",
-       "0   0.000000  0.000000  0.000000  0.174820  0.000000  0.244432  0.000000   \n",
-       "1   0.109711  0.000000  0.000000  0.000000  0.087602  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.071439  0.000000  0.000000  0.232692  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.198815  0.273803  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.072600  0.000000  0.197348  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.099433  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.199078  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.186960  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.140453  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.223977   \n",
-       "12  0.128158  0.172812  0.172164  0.000000  0.000000  0.109172  0.000000   \n",
-       "13  0.157036  0.000000  0.128157  0.000000  0.000000  0.216357  0.442411   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.061717  0.000000  0.260558  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.058367  0.000000  0.138650  0.000000  0.333612   \n",
-       "17  0.000000  0.000000  0.000000  0.075124  0.226099  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.107168  0.251781  0.146637  0.000000  0.000000   \n",
-       "19  0.137266  0.000000  0.202172  0.151872  0.000000  0.000000  0.000000   \n",
-       "20  0.169318  0.640228  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V365      V366     V367      V368     V369      V370      V371  \\\n",
-       "0   0.000000  0.000000  0.00000  0.113069  0.00000  0.000000  0.000000   \n",
-       "1   0.000000  0.115612  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "2   0.000000  0.186727  0.72888  0.000000  0.00000  0.000000  0.182945   \n",
-       "3   0.000000  0.000000  0.00000  0.000000  0.00000  0.176312  0.000000   \n",
-       "4   0.000000  0.000000  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.00000  0.182969  0.00000  0.179204  0.000000   \n",
-       "6   0.000000  0.000000  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "7   0.314942  0.000000  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "8   0.000000  0.068201  0.00000  0.000000  0.00000  0.178763  0.000000   \n",
-       "9   0.000000  0.000000  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.00000  0.000000  0.00000  0.127750  0.137524   \n",
-       "11  0.000000  0.000000  0.00000  0.061516  0.00000  0.000000  0.000000   \n",
-       "12  0.151663  0.000000  0.00000  0.150475  0.24559  0.049543  0.065078   \n",
-       "13  0.235445  0.165338  0.00000  0.156681  0.75441  0.000000  0.095732   \n",
-       "14  0.000000  0.000000  0.00000  0.000000  0.00000  0.000000  0.152907   \n",
-       "15  0.000000  0.176678  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.00000  0.000000  0.00000  0.000000  0.000000   \n",
-       "17  0.000000  0.131322  0.00000  0.000000  0.00000  0.080653  0.000000   \n",
-       "18  0.297950  0.000000  0.27112  0.125014  0.00000  0.000000  0.115171   \n",
-       "19  0.000000  0.000000  0.00000  0.000000  0.00000  0.064100  0.059833   \n",
-       "20  0.000000  0.156123  0.00000  0.000000  0.00000  0.143675  0.190809   \n",
-       "21  0.000000  0.000000  0.00000  0.210277  0.00000  0.000000  0.000000   \n",
-       "\n",
-       "        V372      V373      V374      V375      V376      V377      V378  \\\n",
-       "0   0.000000  0.000000  0.182698  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.060658  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.097965  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.162735  0.000000  0.000000  0.000000   \n",
-       "5   0.281721  0.000000  0.171824  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.174486  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.193547  0.000000  0.000000  0.000000   \n",
-       "9   0.412450  0.000000  0.000000  0.080122  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.555469  0.000000  0.000000   \n",
-       "11  0.305829  0.000000  0.000000  0.000000  0.000000  0.583471  0.336337   \n",
-       "12  0.000000  0.000000  0.000000  0.117489  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.202563  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.250180  0.000000  0.063985  0.000000  0.416529  0.000000   \n",
-       "16  0.000000  0.000000  0.096167  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.107458  0.056850  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.116709  0.193225  0.122709  0.000000  0.000000  0.663663   \n",
-       "19  0.000000  0.000000  0.090005  0.000000  0.444531  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.458625  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V379      V380      V381      V382      V383      V384      V385  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.114095  0.000000  0.212858   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.156522  0.000000  0.000000   \n",
-       "2   0.000000  0.143692  0.000000  0.000000  0.000000  0.126982  0.000000   \n",
-       "3   0.104543  0.000000  0.162680  0.000000  0.000000  0.099929  0.000000   \n",
-       "4   0.119426  0.169787  0.000000  0.295394  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.079849  0.354689  0.201216  0.000000  0.131896  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.209383  0.000000  0.180461   \n",
-       "9   0.000000  0.121266  0.482631  0.000000  0.000000  0.156847  0.000000   \n",
-       "10  0.000000  0.122773  0.000000  0.000000  0.000000  0.138766  0.000000   \n",
-       "11  0.000000  0.080415  0.000000  0.000000  0.000000  0.051749  0.194845   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.227194  0.000000  0.079069   \n",
-       "15  0.239424  0.173774  0.000000  0.000000  0.000000  0.148251  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.503390  0.194744  0.000000  0.000000   \n",
-       "17  0.090501  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.262800  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.183306  0.108444  0.000000  0.000000  0.098061  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.078954   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.145581  0.253813   \n",
-       "\n",
-       "        V386      V387      V388      V389     V390      V391      V392  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.00000  0.000000  0.194699   \n",
-       "1   0.350407  0.000000  0.000000  0.000000  0.37824  0.173669  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.00000  0.066816  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.00000  0.221104  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.00000  0.158640  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.00000  0.110390  0.175408   \n",
-       "6   0.313669  0.563138  0.000000  0.000000  0.00000  0.000000  0.196159   \n",
-       "7   0.000000  0.000000  0.000000  0.228360  0.00000  0.000000  0.179900   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000   \n",
-       "10  0.000000  0.436862  0.375802  0.000000  0.00000  0.000000  0.173858   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000   \n",
-       "12  0.335924  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.191170  0.191672  0.00000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.00000  0.109545  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.190032  0.62176  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.00000  0.159835  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.309534  0.00000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.433029  0.000000  0.00000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000  0.079977   \n",
-       "21  0.000000  0.000000  0.000000  0.080402  0.00000  0.000000  0.000000   \n",
-       "\n",
-       "        V393      V394     V395      V396      V397      V398      V399  \\\n",
-       "0   0.000000  0.000000  0.00000  0.000000  0.097762  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.00000  0.000000  0.000000  0.285046  0.000000   \n",
-       "2   0.000000  0.000000  0.00000  0.279042  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.113128   \n",
-       "4   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.525303  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.00000  0.363066  0.000000  0.000000  0.072643   \n",
-       "7   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.00000  0.000000  0.154043  0.000000  0.000000   \n",
-       "9   0.474697  0.000000  0.00000  0.000000  0.000000  0.142872  0.131244   \n",
-       "10  0.000000  0.000000  0.00000  0.000000  0.097239  0.000000  0.240268   \n",
-       "11  0.000000  0.000000  0.00000  0.000000  0.000000  0.227343  0.000000   \n",
-       "12  0.000000  0.182838  0.00000  0.000000  0.164638  0.000000  0.000000   \n",
-       "13  0.000000  0.266371  0.00000  0.087081  0.068371  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.58837  0.000000  0.000000  0.253277  0.118004   \n",
-       "16  0.000000  0.550791  0.00000  0.000000  0.067465  0.000000  0.157416   \n",
-       "17  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.167297   \n",
-       "18  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.41163  0.270811  0.181119  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.00000  0.000000  0.169363  0.091460  0.000000   \n",
-       "\n",
-       "        V400      V401      V402      V403      V404      V405      V406  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.200858   \n",
-       "1   0.000000  0.241572  0.000000  0.000000  0.000000  0.329742  0.000000   \n",
-       "2   0.000000  0.000000  0.078140  0.169090  0.064034  0.000000  0.000000   \n",
-       "3   0.121958  0.000000  0.054258  0.156427  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.057584  0.072251  0.000000  0.000000   \n",
-       "5   0.150034  0.000000  0.192181  0.089894  0.000000  0.000000  0.268045   \n",
-       "6   0.000000  0.000000  0.200030  0.000000  0.163213  0.000000  0.000000   \n",
-       "7   0.239069  0.057815  0.150027  0.135856  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.137302  0.098684  0.000000  0.000000   \n",
-       "9   0.151114  0.000000  0.000000  0.000000  0.121643  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.178801  0.000000  0.288020  0.000000   \n",
-       "11  0.000000  0.000000  0.103256  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.106928   \n",
-       "13  0.000000  0.133077  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.168655  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.101329  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.162157  0.000000   \n",
-       "17  0.000000  0.085089  0.000000  0.000000  0.183069  0.000000  0.174404   \n",
-       "18  0.000000  0.239854  0.120780  0.000000  0.000000  0.220081  0.000000   \n",
-       "19  0.096960  0.242593  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.075046  0.000000  0.000000  0.249766   \n",
-       "21  0.240864  0.000000  0.000000  0.000000  0.128451  0.000000  0.000000   \n",
-       "\n",
-       "        V407      V408      V409      V410      V411     V412      V413  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.228980  0.00000  0.000000   \n",
-       "1   0.085169  0.197119  0.000000  0.288802  0.063822  0.00000  0.000000   \n",
-       "2   0.000000  0.269919  0.135771  0.181572  0.000000  0.00000  0.000000   \n",
-       "3   0.000000  0.172742  0.000000  0.000000  0.142550  0.00000  0.000000   \n",
-       "4   0.000000  0.000000  0.292542  0.000000  0.213419  0.00000  0.076501   \n",
-       "5   0.161024  0.000000  0.000000  0.333134  0.000000  0.00000  0.000000   \n",
-       "6   0.173591  0.000000  0.000000  0.000000  0.000000  0.00000  0.082882   \n",
-       "7   0.000000  0.147563  0.000000  0.000000  0.000000  0.53159  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "9   0.100340  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "10  0.109957  0.000000  0.000000  0.196492  0.000000  0.00000  0.000000   \n",
-       "11  0.000000  0.000000  0.306934  0.000000  0.000000  0.00000  0.000000   \n",
-       "12  0.127110  0.000000  0.000000  0.000000  0.000000  0.00000  0.262620   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.160355   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.149086   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "16  0.000000  0.212657  0.000000  0.000000  0.147445  0.46841  0.075539   \n",
-       "17  0.103272  0.000000  0.264753  0.000000  0.114046  0.00000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "20  0.139537  0.000000  0.000000  0.000000  0.000000  0.00000  0.131730   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.089739  0.00000  0.061287   \n",
-       "\n",
-       "        V414      V415      V416      V417      V418      V419      V420  \\\n",
-       "0   0.380128  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.624878  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.215967  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.496086  0.000000  0.000000  0.201804  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.195302  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.171893  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.246888  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.187631  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.268548   \n",
-       "10  0.000000  0.503914  0.000000  0.209138  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.203229  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.171998  0.000000  0.254947   \n",
-       "14  0.157017  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.194874  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.530624  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.262301  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.138729  0.107906  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.255991  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.469376  0.476505   \n",
-       "21  0.000000  0.000000  0.000000  0.074327  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V421      V422      V423      V424      V425      V426      V427  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.269659  0.239466  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.152796  0.000000  0.000000  0.000000   \n",
-       "4   0.404182  0.000000  0.375635  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.218037   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.358834  0.126691  0.000000  0.000000  0.000000  0.000000  0.094697   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.285820  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.322972  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.132927   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.345080  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.192111  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.288384  0.148523  0.000000  0.000000  0.295556  0.142735   \n",
-       "16  0.000000  0.000000  0.000000  0.385434  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.418624  0.227524   \n",
-       "18  0.236983  0.305590  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.184080   \n",
-       "20  0.000000  0.279335  0.130762  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.437562  0.000000  0.000000   \n",
-       "\n",
-       "        V428      V429      V430      V431      V432      V433      V434  \\\n",
-       "0   0.078299  0.000000  0.000000  0.000000  0.197373  0.000000  0.000000   \n",
-       "1   0.173102  0.081640  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.259882  0.000000  0.207656  0.159199  0.000000  0.000000   \n",
-       "3   0.000000  0.137564  0.000000  0.064685  0.099829  0.000000  0.000000   \n",
-       "4   0.000000  0.304963  0.000000  0.000000  0.195458  0.171321  0.154816   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.232428   \n",
-       "8   0.132428  0.000000  0.000000  0.000000  0.000000  0.049176  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.048089  0.000000   \n",
-       "10  0.000000  0.000000  0.377998  0.000000  0.000000  0.168925  0.000000   \n",
-       "11  0.000000  0.122985  0.000000  0.000000  0.092810  0.000000  0.343748   \n",
-       "12  0.127294  0.000000  0.000000  0.139263  0.000000  0.151144  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.136741  0.000000  0.123972  0.000000   \n",
-       "14  0.000000  0.000000  0.407214  0.154186  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.111173  0.057451  0.000000  0.162610   \n",
-       "16  0.125453  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.105615  0.000000  0.000000  0.117712  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.092966  0.000000  0.068583  0.000000  0.110843  0.106397   \n",
-       "19  0.161746  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.096064  0.000000  0.000000  0.000000  0.133225  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.214788  0.000000  0.064655  0.176529  0.000000   \n",
-       "\n",
-       "        V435      V436      V437      V438      V439      V440      V441  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.084861  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.787312  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.168542  0.000000  0.000000  0.000000  0.141866  0.087044   \n",
-       "3   0.000000  0.201302  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.139758  0.167128   \n",
-       "5   0.070206  0.000000  0.000000  0.000000  0.148964  0.094955  0.000000   \n",
-       "6   0.000000  0.109508  0.000000  0.000000  0.063039  0.000000  0.171504   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.563053  0.000000  0.000000  0.146641  0.000000   \n",
-       "9   0.141781  0.000000  0.000000  0.000000  0.000000  0.130457  0.280734   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.120698  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.199903   \n",
-       "12  0.000000  0.150321  0.000000  0.000000  0.160060  0.102525  0.000000   \n",
-       "13  0.093061  0.145361  0.000000  0.000000  0.000000  0.123100  0.000000   \n",
-       "14  0.159098  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.272769  0.000000  0.093687   \n",
-       "16  0.175087  0.167045  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.212688  0.000000  0.000000  0.000000   \n",
-       "18  0.209499  0.057922  0.436947  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.270307  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.151268  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V442      V443      V444      V445      V446      V447      V448  \\\n",
-       "0   0.063054  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.200585  0.000000  0.163279  0.000000  0.000000  0.376474  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.095343   \n",
-       "3   0.000000  0.000000  0.118181  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.146396  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.146172  0.114809   \n",
-       "7   0.246417  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.083962   \n",
-       "9   0.000000  0.589902  0.000000  0.000000  0.459599  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.273715  0.256461  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.057561  0.178981  0.000000  0.000000  0.294504   \n",
-       "12  0.283832  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.206113  0.000000  0.233216  0.121418  0.137545  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.087393  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.175918  0.119971   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.194533  0.184817   \n",
-       "18  0.000000  0.410098  0.000000  0.338493  0.000000  0.106903  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.211544  0.000000  0.000000  0.000000  0.106595   \n",
-       "21  0.000000  0.000000  0.216219  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V449      V450      V451      V452      V453      V454      V455  \\\n",
-       "0   0.172369  0.118732  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.170201  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.074320  0.000000  0.196845  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.158943  0.000000  0.000000  0.000000   \n",
-       "5   0.291397  0.000000  0.000000  0.165280  0.193306  0.000000  0.000000   \n",
-       "6   0.000000  0.175250  0.297291  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.071058  0.000000  0.000000  0.000000  0.000000  0.155017   \n",
-       "9   0.000000  0.000000  0.000000  0.081740  0.442453  0.000000  0.000000   \n",
-       "10  0.135097  0.000000  0.000000  0.000000  0.000000  0.000000  0.381363   \n",
-       "11  0.000000  0.000000  0.000000  0.146618  0.000000  0.046608  0.000000   \n",
-       "12  0.000000  0.164604  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.215707  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.401136  0.182144  0.110516  0.000000  0.000000  0.211732  0.000000   \n",
-       "15  0.000000  0.000000  0.132071  0.189558  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.192857  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.173011  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.072504  0.000000  0.000000  0.000000  0.000000  0.160450   \n",
-       "20  0.000000  0.000000  0.000000  0.125814  0.364241  0.178947  0.000000   \n",
-       "21  0.000000  0.000000  0.289921  0.057726  0.000000  0.000000  0.303170   \n",
-       "\n",
-       "        V456      V457      V458      V459      V460      V461      V462  \\\n",
-       "0   0.076587  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.215196  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.121167  0.000000  0.000000  0.172217  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.328746  0.363949  0.177689  0.000000   \n",
-       "5   0.129340  0.217800  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.235705  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.243696  0.671254  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.164135  0.000000  0.435522  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.269551   \n",
-       "13  0.193045  0.000000  0.000000  0.000000  0.000000  0.000000  0.212879   \n",
-       "14  0.185646  0.000000  0.000000  0.000000  0.000000  0.095890  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.235297  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.156338  0.080947  0.000000  0.000000  0.000000  0.251667  0.188932   \n",
-       "18  0.000000  0.223459  0.000000  0.000000  0.000000  0.000000  0.181316   \n",
-       "19  0.259042  0.235191  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.200529  0.087341  0.147322   \n",
-       "21  0.000000  0.242603  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V463      V464      V465      V466      V467      V468      V469  \\\n",
-       "0   0.400759  0.000000  0.156242  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.337976  0.190952  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.071949  0.000000  0.000000  0.000000  0.215499   \n",
-       "3   0.000000  0.000000  0.220359  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.599241  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.220157  0.264909  0.110061  0.353392  0.000000   \n",
-       "6   0.000000  0.075075  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.113937  0.000000  0.000000  0.000000  0.157687  0.000000   \n",
-       "8   0.000000  0.143772  0.192249  0.278298  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.219579   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.193425  0.000000  0.280935   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.142218  0.000000  0.000000  0.143381  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.203155  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.196474  0.000000  0.000000  0.115966  0.000000  0.000000   \n",
-       "17  0.000000  0.125368  0.139045  0.000000  0.000000  0.344526  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.118817  0.000000  0.000000  0.283988   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.051354  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.194861  0.144395  0.000000   \n",
-       "\n",
-       "        V470      V471      V472      V473      V474      V475      V476  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.136867  0.000000  0.661693  0.000000  0.000000  0.132474   \n",
-       "2   0.186502  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.225183  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.561102  0.247612  0.274244   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.250119   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.219520   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.137529  0.276721  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.104234  0.000000  0.000000  0.000000  0.000000  0.246288  0.000000   \n",
-       "12  0.122289  0.185709  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.226502  0.000000  0.000000  0.197063  0.123642   \n",
-       "14  0.196649  0.000000  0.000000  0.000000  0.438898  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.290365  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.145661  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.338307  0.000000  0.309037  0.000000   \n",
-       "19  0.082466  0.000000  0.206413  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.076191  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.231669  0.169051  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V477      V478      V479      V480      V481      V482      V483  \\\n",
-       "0   0.179816  0.000000  0.000000  0.073850  0.000000  0.136845  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.093299  0.171670  0.000000  0.000000   \n",
-       "2   0.067077  0.000000  0.216138  0.000000  0.134765  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.131207  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.182178  0.000000  0.169626  0.000000  0.000000  0.000000  0.076555   \n",
-       "7   0.000000  0.000000  0.097390  0.000000  0.000000  0.153176  0.209066   \n",
-       "8   0.000000  0.000000  0.000000  0.177497  0.000000  0.082786  0.000000   \n",
-       "9   0.000000  0.261677  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.348143  0.000000  0.000000  0.140011  0.000000  0.179463   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.162684  0.000000  0.000000   \n",
-       "12  0.000000  0.215804  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.275668  0.000000  0.194019  0.000000   \n",
-       "14  0.000000  0.000000  0.239089  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.127755  0.000000  0.000000  0.000000   \n",
-       "16  0.130401  0.000000  0.000000  0.000000  0.106775  0.186920  0.123805   \n",
-       "17  0.000000  0.000000  0.000000  0.165315  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.277758  0.000000  0.141878  0.000000  0.187299   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.045787  0.000000  0.105847   \n",
-       "20  0.182244  0.000000  0.000000  0.000000  0.096429  0.246254  0.000000   \n",
-       "21  0.127077  0.174377  0.000000  0.086617  0.000000  0.000000  0.117965   \n",
-       "\n",
-       "        V484      V485      V486      V487      V488      V489      V490  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.132183  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.100395   \n",
-       "2   0.112418  0.000000  0.000000  0.000000  0.243681  0.000000  0.203057   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.265685  0.314344  0.000000   \n",
-       "4   0.000000  0.151574  0.000000  0.000000  0.000000  0.448417  0.000000   \n",
-       "5   0.138155  0.192459  0.000000  0.000000  0.000000  0.000000  0.328282   \n",
-       "6   0.000000  0.133870  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.237239  0.000000   \n",
-       "8   0.000000  0.150539  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.111486  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.125117  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.126655  0.000000  0.000000  0.714733  0.000000  0.000000  0.000000   \n",
-       "13  0.067880  0.131147  0.000000  0.285267  0.000000  0.000000  0.078296   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.289971   \n",
-       "15  0.132429  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.151117  0.107033  0.287675  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.159861  0.133377  0.000000  0.000000  0.233334  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.712325  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V491      V492      V493      V494      V495      V496      V497  \\\n",
-       "0   0.175890  0.000000  0.000000  0.139681  0.218668  0.000000  0.694499   \n",
-       "1   0.000000  0.000000  0.000000  0.096226  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.128718  0.000000  0.180781  0.190932  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.152154  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.215025  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.187536  0.170204  0.085501  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.113393  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.182773  0.194254  0.000000  0.000000  0.213855  0.000000   \n",
-       "9   0.088126  0.000000  0.000000  0.000000  0.217148  0.000000  0.000000   \n",
-       "10  0.000000  0.069896  0.188548  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.173328  0.000000  0.000000  0.000000  0.000000  0.215107  0.000000   \n",
-       "12  0.048193  0.000000  0.000000  0.055123  0.165682  0.000000  0.000000   \n",
-       "13  0.181232  0.116407  0.000000  0.088632  0.148702  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.305501   \n",
-       "15  0.145697  0.000000  0.145482  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.146764  0.000000  0.176737  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.144104  0.000000  0.000000  0.087714  0.000000   \n",
-       "18  0.000000  0.066461  0.000000  0.071348  0.000000  0.077368  0.000000   \n",
-       "19  0.000000  0.116171  0.000000  0.220099  0.069019  0.000000  0.000000   \n",
-       "20  0.000000  0.131324  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V498      V499      V500      V501      V502      V503      V504  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.273301  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.151133   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.189345   \n",
-       "4   0.000000  0.000000  0.241057  0.000000  0.000000  0.156869  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.149473  0.000000   \n",
-       "8   0.000000  0.000000  0.259100  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.122409  0.000000  0.000000  0.133068  0.098741  0.000000   \n",
-       "10  0.000000  0.000000  0.160788  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.573858  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.113360  0.000000  0.000000  0.000000  0.081509  0.083540   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.119341  0.000000   \n",
-       "14  0.000000  0.097443  0.000000  0.000000  0.000000  0.000000  0.225577   \n",
-       "15  0.000000  0.123143  0.000000  0.000000  0.000000  0.000000  0.120048   \n",
-       "16  0.000000  0.113100  0.339054  0.426142  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.094355  0.000000  0.000000  0.450541  0.000000  0.230358   \n",
-       "18  0.000000  0.200905  0.000000  0.000000  0.000000  0.175898  0.000000   \n",
-       "19  0.726699  0.000000  0.000000  0.000000  0.000000  0.113288  0.000000   \n",
-       "20  0.000000  0.135285  0.000000  0.000000  0.416392  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.104881  0.000000   \n",
-       "\n",
-       "        V505      V506      V507      V508      V509      V510      V511  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.127667  0.000000   \n",
-       "1   0.000000  0.000000  0.283422  0.000000  0.698352  0.000000  0.214172   \n",
-       "2   0.000000  0.351754  0.000000  0.419172  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.184184  0.000000  0.000000  0.000000  0.098465  0.080684   \n",
-       "4   0.120012  0.000000  0.265990  0.000000  0.000000  0.050828  0.000000   \n",
-       "5   0.000000  0.464062  0.000000  0.000000  0.000000  0.208084  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.224912  0.244400  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.168062  0.000000   \n",
-       "10  0.092196  0.000000  0.000000  0.336428  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.211653  0.000000   \n",
-       "12  0.134103  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.102558   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.052171   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.174850   \n",
-       "16  0.220626  0.000000  0.000000  0.000000  0.000000  0.000000  0.161588   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.301648  0.000000  0.154508   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.171245  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.142686  0.000000  0.000000  0.000000  0.000000  0.135241  0.000000   \n",
-       "21  0.119133  0.000000  0.225676  0.000000  0.000000  0.000000  0.059468   \n",
-       "\n",
-       "        V512      V513      V514      V515      V516      V517      V518  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.456199  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.254111  0.000000   \n",
-       "2   0.234211  0.000000  0.000000  0.000000  0.425958  0.000000  0.195444   \n",
-       "3   0.167466  0.000000  0.000000  0.000000  0.000000  0.000000  0.133337   \n",
-       "4   0.086242  0.000000  0.406434  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.063301  0.558748  0.000000  0.000000  0.000000  0.277905  0.491550   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.070880  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.593566  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.169843  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.105280  0.000000   \n",
-       "14  0.150979  0.441252  0.000000  0.000000  0.000000  0.000000  0.179669   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.357199  0.000000  0.000000  0.000000   \n",
-       "18  0.127959  0.000000  0.000000  0.000000  0.000000  0.086843  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.366533  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.276268  0.117842  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.204982  0.000000   \n",
-       "\n",
-       "        V519      V520      V521      V522      V523      V524      V525  \\\n",
-       "0   0.000000  0.000000  0.113317  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.217178  0.000000  0.000000  0.000000  0.000000  0.229391  0.129173   \n",
-       "2   0.000000  0.000000  0.166043  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.111267  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.102781  0.000000  0.000000  0.000000  0.000000  0.000000  0.093473   \n",
-       "5   0.000000  0.132396  0.226252  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.298498  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.186165  0.000000  0.000000  0.241089   \n",
-       "8   0.000000  0.000000  0.000000  0.230335  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.194414  0.056737   \n",
-       "10  0.167059  0.240672  0.000000  0.232696  0.203506  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.095557  0.097945  0.000000  0.113664  0.097036   \n",
-       "12  0.000000  0.000000  0.230619  0.100466  0.320246  0.000000  0.000000   \n",
-       "13  0.115829  0.000000  0.000000  0.152394  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.265562  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.247521   \n",
-       "16  0.166815  0.133572  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.094272  0.000000  0.000000  0.000000  0.255315  0.000000  0.000000   \n",
-       "19  0.136066  0.000000  0.000000  0.000000  0.220932  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.056946  0.000000  0.000000  0.098978  0.000000   \n",
-       "21  0.000000  0.194861  0.000000  0.000000  0.000000  0.097991  0.134971   \n",
-       "\n",
-       "        V526      V527      V528      V529      V530      V531      V532  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.224500  0.000000   \n",
-       "2   0.125458  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.694038  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.044812  0.000000  0.000000  0.000000  0.177229  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.192040  0.000000  0.000000  0.000000  0.136479  0.000000  0.204939   \n",
-       "7   0.166160  0.000000  0.219128  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.158194  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.181549  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.152297  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.416795  0.000000  0.072279  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.209581  0.227268  0.105111  0.161304  0.000000   \n",
-       "15  0.000000  0.305962  0.206947  0.000000  0.000000  0.229688  0.433959   \n",
-       "16  0.117305  0.000000  0.239400  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.190924  0.000000  0.124943  0.174534  0.089140  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.131917  0.000000   \n",
-       "19  0.057179  0.000000  0.000000  0.000000  0.000000  0.000000  0.361101   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.106121  0.000000  0.000000  0.181403  0.000000  0.180313  0.000000   \n",
-       "\n",
-       "        V533      V534      V535      V536      V537      V538      V539  \\\n",
-       "0   0.000000  0.201101  0.000000  0.000000  0.000000  0.216153  0.000000   \n",
-       "1   0.000000  0.000000  0.343487  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.152284  0.136926  0.359167  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.102560  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.064896  0.140645  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.535674   \n",
-       "6   0.000000  0.162363  0.000000  0.000000  0.000000  0.234414  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.307151  0.000000  0.000000  0.178531  0.121422  0.230850  0.000000   \n",
-       "9   0.318617  0.000000  0.000000  0.000000  0.110647  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.116552  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.137980  0.000000  0.255817  0.000000  0.000000  0.464326   \n",
-       "13  0.000000  0.000000  0.297345  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.213587  0.167250  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.352065  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.089752  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.179884  0.000000  0.000000   \n",
-       "19  0.000000  0.164088  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.221948  0.197542  0.000000  0.000000  0.163589  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.061386  0.000000   \n",
-       "\n",
-       "        V540      V541      V542      V543      V544      V545      V546  \\\n",
-       "0   0.131529  0.123068  0.000000  0.160476  0.058226  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.057787  0.088902  0.238090  0.000000  0.000000   \n",
-       "2   0.000000  0.273867  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.156573  0.000000  0.000000   \n",
-       "5   0.107483  0.000000  0.063102  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.139331  0.000000  0.000000  0.000000   \n",
-       "7   0.263168  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.092298  0.000000  0.100243  0.133120  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.117767  0.196663  0.000000  0.000000  0.310083  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.106498  0.000000  0.195334  0.000000   \n",
-       "12  0.000000  0.116954  0.190922  0.054387  0.000000  0.216531  0.000000   \n",
-       "13  0.000000  0.000000  0.072340  0.000000  0.175030  0.000000  0.000000   \n",
-       "14  0.197425  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.300394  0.000000  0.000000  0.163261  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.127232  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.276046  0.000000  0.000000  0.111728  0.000000  0.559005   \n",
-       "19  0.000000  0.000000  0.198665  0.000000  0.000000  0.000000  0.440995   \n",
-       "20  0.000000  0.000000  0.174138  0.000000  0.000000  0.278052  0.000000   \n",
-       "21  0.000000  0.000000  0.046383  0.186903  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V547      V548      V549      V550      V551      V552      V553  \\\n",
-       "0   0.163217  0.066873  0.000000  0.105533  0.381245  0.000000  0.000000   \n",
-       "1   0.101525  0.279269  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.177694  0.000000  0.196058  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.205380  0.000000  0.000000  0.000000  0.000000  0.514623  0.000000   \n",
-       "4   0.152729  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.130521  0.341195  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.104748   \n",
-       "7   0.000000  0.000000  0.000000  0.136632  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.172791  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.041702  0.000000  0.137869  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.204384  0.127357  0.000000  0.000000  0.000000   \n",
-       "11  0.077978  0.000000  0.000000  0.000000  0.154017  0.000000  0.000000   \n",
-       "12  0.000000  0.206208  0.000000  0.000000  0.000000  0.000000  0.178035   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.207129  0.000000  0.182508   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.147352   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.135421  0.000000  0.000000   \n",
-       "16  0.000000  0.211773  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.079774  0.235877  0.158378  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.146783   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.485377  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.070113   \n",
-       "21  0.000000  0.000000  0.000000  0.289283  0.122188  0.000000  0.170461   \n",
-       "\n",
-       "        V554      V555      V556      V557      V558      V559      V560  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.146437  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.118865  0.000000  0.000000  0.094186  0.000000  0.000000   \n",
-       "3   0.180171  0.000000  0.164707  0.000000  0.167619  0.000000  0.000000   \n",
-       "4   0.260446  0.178586  0.000000  0.000000  0.000000  0.000000  0.213331   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.339620   \n",
-       "6   0.142389  0.000000  0.000000  0.000000  0.000000  0.161334  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.187241  0.000000  0.000000   \n",
-       "8   0.000000  0.114654  0.000000  0.271443  0.168568  0.000000  0.000000   \n",
-       "9   0.000000  0.158908  0.060288  0.181770  0.000000  0.161130  0.000000   \n",
-       "10  0.000000  0.159939  0.280954  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.196888  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.127668  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.122610  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.330150  0.000000  0.140126  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.216637  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.183245  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.159885  0.447049   \n",
-       "18  0.173643  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.044994  0.000000   \n",
-       "20  0.243352  0.000000  0.130485  0.000000  0.081590  0.059946  0.000000   \n",
-       "21  0.000000  0.000000  0.235899  0.000000  0.103909  0.089341  0.000000   \n",
-       "\n",
-       "        V561      V562      V563      V564      V565      V566      V567  \\\n",
-       "0   0.211257  0.000000  0.000000  0.000000  0.000000  0.000000  0.138059   \n",
-       "1   0.000000  0.000000  0.000000  0.155033  0.301630  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.301465  0.000000   \n",
-       "3   0.000000  0.000000  0.382681  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.077328  0.000000  0.000000  0.000000   \n",
-       "5   0.090722  0.000000  0.201068  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.146110  0.000000   \n",
-       "8   0.000000  0.000000  0.172606  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.119276  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.155131  0.000000  0.135945  0.000000   \n",
-       "11  0.241993  0.000000  0.000000  0.000000  0.205775  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.156307  0.000000  0.218523  0.412600   \n",
-       "13  0.000000  0.000000  0.243645  0.000000  0.226353  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.266241  0.000000  0.000000   \n",
-       "15  0.000000  0.237221  0.000000  0.048782  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.146568  0.000000  0.000000  0.000000   \n",
-       "17  0.227211  0.000000  0.000000  0.000000  0.000000  0.197957  0.000000   \n",
-       "18  0.228817  0.000000  0.000000  0.000000  0.000000  0.000000  0.150617   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.298724   \n",
-       "20  0.000000  0.425729  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.337050  0.000000  0.141574  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V568      V569      V570      V571      V572      V573      V574  \\\n",
-       "0   0.127648  0.145352  0.129763  0.000000  0.076410  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.051867  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.104163  0.000000  0.123416  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.162579  0.000000  0.173669  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.060791  0.000000  0.175395  0.000000  0.099268  0.392339   \n",
-       "6   0.000000  0.122963  0.000000  0.261940  0.000000  0.167001  0.607661   \n",
-       "7   0.000000  0.121814  0.132188  0.000000  0.104647  0.125610  0.000000   \n",
-       "8   0.000000  0.189107  0.134169  0.000000  0.216902  0.184196  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.089263  0.085158  0.000000   \n",
-       "10  0.000000  0.155038  0.000000  0.000000  0.116221  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.110926  0.239671  0.000000  0.000000  0.000000   \n",
-       "12  0.076035  0.000000  0.141577  0.000000  0.222887  0.084205  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.096875  0.000000   \n",
-       "14  0.187328  0.000000  0.136930  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.069112  0.000000  0.000000  0.000000   \n",
-       "16  0.204867  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.214494  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.130466  0.000000  0.157688  0.000000   \n",
-       "20  0.189628  0.100773  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V575      V576      V577      V578      V579      V580      V581  \\\n",
-       "0   0.000000  0.181255  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.164245  0.162807   \n",
-       "2   0.000000  0.223504  0.000000  0.000000  0.000000  0.000000  0.280257   \n",
-       "3   0.000000  0.000000  0.000000  0.071422  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.112732  0.000000  0.151704  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.203121  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.276406  0.145217  0.000000  0.000000  0.000000   \n",
-       "8   0.554691  0.104827  0.336571  0.000000  0.000000  0.093777  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.183902  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.216932  0.155644  0.113165   \n",
-       "12  0.445309  0.230311  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.265549  0.462354  0.126345  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.320714  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.111811  0.000000   \n",
-       "16  0.000000  0.078398  0.000000  0.125309  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.033262  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.279770  0.000000  0.000000  0.113866   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.163213  0.329905   \n",
-       "21  0.000000  0.181704  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V582      V583      V584      V585      V586      V587      V588  \\\n",
-       "0   0.000000  0.147599  0.000000  0.000000  0.000000  0.000000  0.147949   \n",
-       "1   0.000000  0.076833  0.102127  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.289896  0.000000  0.000000  0.121224  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.145190  0.049990  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.386144  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.204044  0.000000  0.000000  0.000000  0.252510   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.477713  0.000000   \n",
-       "8   0.000000  0.190679  0.000000  0.000000  0.000000  0.325216  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.205718  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.164313  0.171056  0.000000  0.613856  0.000000  0.000000   \n",
-       "11  0.289739  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.187167  0.142909  0.000000  0.000000  0.207378   \n",
-       "13  0.000000  0.000000  0.000000  0.088038  0.000000  0.000000  0.098475   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.420365  0.100406  0.000000  0.081698  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.146038  0.080530  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.112511  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.052951  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.174980  0.086626  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.167373  0.000000  0.197072  0.089517   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.204172   \n",
-       "\n",
-       "        V589      V590      V591      V592      V593      V594      V595  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.175319  0.000000  0.000000   \n",
-       "4   0.000000  0.202498  0.060187  0.000000  0.061431  0.000000  0.000000   \n",
-       "5   0.000000  0.451636  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.144070  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.143508  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.160204  0.179573  0.076995  0.000000   \n",
-       "9   0.311855  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.242895  0.000000   \n",
-       "12  0.000000  0.000000  0.228988  0.156883  0.000000  0.000000  0.263408   \n",
-       "13  0.688145  0.000000  0.273410  0.200160  0.000000  0.000000  0.202196   \n",
-       "14  0.000000  0.000000  0.000000  0.125599  0.126996  0.148337  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.095655  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.060037  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.278549  0.213646  0.000000  0.000000  0.235222   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.175354  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.158867  0.000000  0.000000  0.137245  0.000000   \n",
-       "20  0.000000  0.345865  0.000000  0.000000  0.000000  0.195099  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.077220  0.103774  0.299173   \n",
-       "\n",
-       "        V596      V597      V598      V599      V600      V601      V602  \\\n",
-       "0   0.228451  0.000000  0.000000  0.000000  0.357917  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.140422   \n",
-       "2   0.000000  0.000000  0.000000  0.683763  0.000000  0.123902  0.000000   \n",
-       "3   0.000000  0.278950  0.000000  0.000000  0.000000  0.294730  0.000000   \n",
-       "4   0.000000  0.127332  0.000000  0.000000  0.000000  0.125931  0.000000   \n",
-       "5   0.177898  0.000000  0.000000  0.000000  0.000000  0.173240  0.000000   \n",
-       "6   0.081054  0.000000  0.000000  0.316237  0.275548  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.176380   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.120411  0.000000  0.000000  0.000000  0.000000  0.166330  0.502652   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.366535  0.000000  0.000000   \n",
-       "14  0.000000  0.311355  0.317213  0.000000  0.000000  0.000000  0.180546   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.115866  0.000000   \n",
-       "17  0.136136  0.282364  0.682787  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.168088  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.087961  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V603      V604      V605      V606      V607      V608      V609  \\\n",
-       "0   0.252858  0.000000  0.000000  0.193306  0.000000  0.128919  0.456607   \n",
-       "1   0.000000  0.000000  0.134639  0.143892  0.000000  0.393860  0.000000   \n",
-       "2   0.413205  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.285483  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.211447  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.714517  0.087425  0.000000  0.000000  0.000000  0.543393   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.319785  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.401906  0.335232  0.000000   \n",
-       "9   0.140621  0.000000  0.000000  0.462470  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.141989  0.000000   \n",
-       "12  0.193316  0.000000  0.000000  0.000000  0.278309  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.191048  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.199719  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.175721  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.200332  0.000000  0.000000  0.000000   \n",
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-       "\n",
-       "        V610      V611      V612      V613      V614      V615      V616  \\\n",
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-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
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-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.203398   \n",
-       "8   0.132303  0.000000  0.271621  0.000000  0.434182  0.553271  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.077753   \n",
-       "10  0.223506  0.000000  0.000000  0.272337  0.000000  0.446729  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.399480  0.000000  0.000000   \n",
-       "12  0.091991  0.000000  0.000000  0.000000  0.000000  0.000000  0.108308   \n",
-       "13  0.202072  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.119543  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.125849  0.000000  0.000000  0.000000  0.000000  0.000000  0.108716   \n",
-       "16  0.000000  0.000000  0.109054  0.000000  0.000000  0.000000  0.113147   \n",
-       "17  0.000000  0.232795  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.122272  0.000000  0.000000  0.000000  0.000000  0.083142   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.161838   \n",
-       "20  0.000000  0.000000  0.222394  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V617      V618      V619      V620      V621      V622      V623  \\\n",
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-       "8   0.000000  0.125264  0.453556  0.146524  0.000000  0.000000  0.000000   \n",
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-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.217076   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.339018  0.153687   \n",
-       "13  0.000000  0.138385  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.354276  0.000000  0.000000  0.106117  0.000000  0.000000  0.000000   \n",
-       "15  0.155436  0.000000  0.000000  0.000000  0.000000  0.000000  0.087126   \n",
-       "16  0.000000  0.000000  0.000000  0.292377  0.000000  0.000000  0.000000   \n",
-       "17  0.194750  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.302988  0.000000  0.000000  0.000000  0.000000  0.094587   \n",
-       "19  0.000000  0.000000  0.000000  0.257411  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.295539  0.000000  0.000000  0.000000  0.291016  0.000000  0.000000   \n",
-       "\n",
-       "        V624      V625      V626      V627      V628      V629      V630  \\\n",
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-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.197619  0.000000  0.000000  0.000000  0.194655  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.245768  0.275154  0.000000  0.313556  0.000000   \n",
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-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.166149   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.244363   \n",
-       "14  0.000000  0.426617  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.046648  0.000000  0.000000   \n",
-       "16  0.131157  0.000000  0.000000  0.387743  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.395487  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.337103  0.000000  0.252227  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.183337  0.000000  0.000000   \n",
-       "21  0.153923  0.000000  0.000000  0.000000  0.000000  0.000000  0.273172   \n",
-       "\n",
-       "        V631      V632      V633      V634      V635      V636     V637  \\\n",
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-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.359164  0.00000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.148284  0.00000   \n",
-       "11  0.140504  0.214030  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "12  0.000000  0.000000  0.081173  0.000000  0.000000  0.000000  0.00000   \n",
-       "13  0.163053  0.157471  0.000000  0.000000  0.246809  0.000000  0.00000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.151410  0.000000  0.00000   \n",
-       "15  0.000000  0.426513  0.130781  0.088094  0.000000  0.000000  0.00000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "17  0.263261  0.201987  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "19  0.145244  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.123210  0.51127   \n",
-       "\n",
-       "        V638      V639      V640      V641      V642      V643      V644  \\\n",
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-       "8   0.000000  0.304827  0.125347  0.147506  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.064896  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.124359   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.182260  0.000000   \n",
-       "13  0.241675  0.000000  0.105884  0.000000  0.154276  0.000000  0.101973   \n",
-       "14  0.000000  0.000000  0.000000  0.176237  0.127237  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.160492  0.000000  0.000000  0.000000  0.042701   \n",
-       "16  0.000000  0.000000  0.184690  0.055498  0.000000  0.000000  0.000000   \n",
-       "17  0.202133  0.000000  0.000000  0.116503  0.000000  0.000000  0.179957   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.122433  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.126748  0.000000  0.000000  0.000000  0.178733   \n",
-       "21  0.103068  0.274864  0.000000  0.000000  0.000000  0.376107  0.000000   \n",
-       "\n",
-       "        V645      V646      V647      V648      V649      V650      V651  \\\n",
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-       "8   0.059932  0.259039  0.588465  0.000000  0.000000  0.204608  0.000000   \n",
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-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
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-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.165677  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.411535  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.128451  0.000000  0.000000  0.174169  0.369568  0.000000  0.210226   \n",
-       "18  0.000000  0.000000  0.000000  0.372612  0.464755  0.000000  0.000000   \n",
-       "19  0.000000  0.357161  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.135007  0.000000  0.000000  0.000000  0.000000  0.180192   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.181279  0.408223   \n",
-       "\n",
-       "        V652      V653      V654      V655      V656      V657      V658  \\\n",
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-       "8   0.000000  0.000000  0.000000  0.164811  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.275637  0.000000  0.000000  0.105539  0.000000  0.000000  0.000000   \n",
-       "11  0.198023  0.000000  0.170797  0.000000  0.000000  0.000000  0.325679   \n",
-       "12  0.000000  0.000000  0.217374  0.000000  0.000000  0.188860  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.073379  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.162176  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.510554  0.178878  0.125915  0.346671  0.000000  0.372936   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.233878  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.489446  0.000000  0.170484  0.000000  0.000000  0.301385   \n",
-       "\n",
-       "        V659      V660      V661      V662      V663      V664      V665  \\\n",
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-       "3   0.000000  0.000000  0.105622  0.141784  0.000000  0.197764  0.000000   \n",
-       "4   0.237845  0.000000  0.144739  0.000000  0.000000  0.181638  0.000000   \n",
-       "5   0.000000  0.000000  0.158173  0.065558  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.098326  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.152683  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.077357  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.191593  0.191806  0.000000  0.000000   \n",
-       "12  0.000000  0.103815  0.000000  0.137010  0.000000  0.169164  0.000000   \n",
-       "13  0.000000  0.122690  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.080577  0.000000  0.000000  0.000000  0.113178  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.121687  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.142950  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.083260  0.106019  0.808194  0.000000  0.000000   \n",
-       "18  0.000000  0.114646  0.000000  0.000000  0.000000  0.000000  0.477954   \n",
-       "19  0.274120  0.145666  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.201254  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.286781  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V666      V667      V668      V669      V670      V671      V672  \\\n",
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-       "2   0.000000  0.000000  0.000000  0.141359  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.390685   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.090751  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.104361  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.380454  0.345858  0.063224  0.000000  0.000000  0.000000   \n",
-       "9   0.098784  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.100629  0.298825  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.430416  0.171878  0.000000  0.000000  0.000000   \n",
-       "13  0.162564  0.000000  0.000000  0.000000  0.000000  0.107854  0.000000   \n",
-       "14  0.395766  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.183914  0.000000  0.373457  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.355909  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.701175  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.452036  0.000000  0.000000  0.000000  0.000000  0.179619   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.162771   \n",
-       "21  0.342886  0.000000  0.000000  0.143884  0.000000  0.162779  0.000000   \n",
-       "\n",
-       "        V673      V674     V675      V676      V677      V678      V679  \\\n",
-       "0   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.079424  0.47536  0.000000  0.000000  0.000000  0.065262   \n",
-       "2   0.000000  0.000000  0.00000  0.000000  0.000000  0.000000  0.063146   \n",
-       "3   0.000000  0.122321  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.00000  0.134110  0.188908  0.000000  0.127249   \n",
-       "5   0.000000  0.000000  0.00000  0.141411  0.000000  0.000000  0.063830   \n",
-       "6   0.257032  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.297008  0.000000  0.00000  0.294294  0.000000  0.000000  0.000000   \n",
-       "8   0.119094  0.124343  0.00000  0.000000  0.168736  0.183550  0.000000   \n",
-       "9   0.000000  0.000000  0.00000  0.000000  0.000000  0.140071  0.000000   \n",
-       "10  0.000000  0.147400  0.00000  0.000000  0.000000  0.000000  0.255351   \n",
-       "11  0.000000  0.000000  0.52464  0.252305  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.144718  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.00000  0.000000  0.000000  0.191823  0.000000   \n",
-       "14  0.000000  0.000000  0.00000  0.000000  0.000000  0.224216  0.239499   \n",
-       "15  0.000000  0.000000  0.00000  0.000000  0.000000  0.168351  0.000000   \n",
-       "16  0.000000  0.000000  0.00000  0.000000  0.000000  0.091990  0.104592   \n",
-       "17  0.068080  0.165239  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.258786  0.000000  0.00000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.140350  0.00000  0.000000  0.268760  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.00000  0.000000  0.263617  0.000000  0.000000   \n",
-       "21  0.000000  0.076205  0.00000  0.177880  0.109979  0.000000  0.081070   \n",
-       "\n",
-       "        V680      V681      V682      V683      V684      V685      V686  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.261956  0.000000   \n",
-       "1   0.000000  0.000000  0.141920  0.146373  0.000000  0.069731  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.062655  0.000000  0.275015   \n",
-       "3   0.000000  0.000000  0.057249  0.000000  0.176426  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.108613  0.184874  0.000000  0.000000   \n",
-       "5   0.000000  0.183151  0.153267  0.000000  0.000000  0.000000  0.255823   \n",
-       "6   0.000000  0.090524  0.095190  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.395298  0.000000  0.048521  0.000000  0.000000  0.144216  0.072733   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.180909  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.055614  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.102155  0.118952  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.191590  0.000000  0.000000  0.000000  0.185309  0.000000   \n",
-       "14  0.000000  0.000000  0.207333  0.178692  0.000000  0.088867  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.188533  0.000000  0.000000  0.325699   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.252379  0.000000  0.000000   \n",
-       "17  0.454582  0.139580  0.000000  0.000000  0.000000  0.249920  0.070731   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.194366  0.127280  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.152087  0.000000  0.131558  0.075311  0.000000  0.000000   \n",
-       "21  0.150120  0.187455  0.000000  0.000000  0.067444  0.000000  0.000000   \n",
-       "\n",
-       "        V687      V688      V689      V690      V691      V692      V693  \\\n",
-       "0   0.068840  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.120136  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.239201  0.000000  0.000000   \n",
-       "3   0.087822  0.121466  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.312324  0.000000  0.144202  0.371425  0.189281   \n",
-       "5   0.000000  0.000000  0.000000  0.297216  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.076497  0.000000  0.000000   \n",
-       "7   0.176339  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.323998  0.146358  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.310184  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.105575  0.000000  0.000000   \n",
-       "13  0.000000  0.068936  0.239038  0.000000  0.000000  0.290932  0.000000   \n",
-       "14  0.269122  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.148422  0.000000  0.000000  0.206719  0.000000  0.337643  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.124950  0.000000  0.000000  0.000000  0.000000  0.382807   \n",
-       "18  0.000000  0.230532  0.000000  0.000000  0.135342  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.138454  0.000000  0.152826  0.000000  0.427912   \n",
-       "20  0.131424  0.231823  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.118031  0.102155  0.000000  0.172067  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V694      V695      V696      V697      V698      V699      V700  \\\n",
-       "0   0.137848  0.660595  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.107815  0.218892  0.000000  0.000000   \n",
-       "2   0.134601  0.000000  0.145518  0.163495  0.000000  0.000000  0.333181   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.067446  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.098065  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.165819  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.157150  0.000000  0.089178  0.000000   \n",
-       "9   0.000000  0.339405  0.221214  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.283224  0.000000  0.000000   \n",
-       "11  0.126322  0.000000  0.421734  0.152887  0.000000  0.000000  0.238048   \n",
-       "12  0.178969  0.000000  0.000000  0.000000  0.000000  0.262601  0.000000   \n",
-       "13  0.203990  0.000000  0.000000  0.000000  0.000000  0.350115  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.107575  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.332065  0.000000  0.164064   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.130915   \n",
-       "19  0.218270  0.000000  0.000000  0.145568  0.000000  0.298106  0.000000   \n",
-       "20  0.000000  0.000000  0.211534  0.000000  0.000000  0.000000  0.133792   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V701      V702      V703      V704      V705      V706      V707  \\\n",
-       "0   0.241683  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.132833  0.000000  0.000000  0.000000  0.000000  0.425603   \n",
-       "2   0.144890  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.185008  0.154064  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.115625  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.158477  0.000000  0.000000  0.300184  0.301127   \n",
-       "6   0.000000  0.158296  0.214404  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.291387  0.131133  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.400641  0.000000  0.000000  0.000000   \n",
-       "9   0.077025  0.000000  0.066992  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.131049  0.078546  0.000000  0.000000  0.127048  0.000000  0.000000   \n",
-       "11  0.224303  0.000000  0.209560  0.000000  0.149850  0.401446  0.000000   \n",
-       "12  0.000000  0.000000  0.124566  0.000000  0.000000  0.000000  0.133121   \n",
-       "13  0.000000  0.000000  0.000000  0.344821  0.043950  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.102583  0.000000  0.000000   \n",
-       "16  0.181049  0.000000  0.000000  0.000000  0.087081  0.000000  0.140149   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.207857  0.000000  0.000000  0.000000  0.144306  0.000000   \n",
-       "19  0.000000  0.131081  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.254538  0.188855  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.094869  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V708      V709      V710      V711      V712      V713      V714  \\\n",
-       "0   0.000000  0.000000  0.000000  0.176076  0.278198  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.239887  0.191811  0.000000  0.000000   \n",
-       "2   0.000000  0.224735  0.000000  0.000000  0.000000  0.187464  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.175600  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.077847  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.143140  0.000000  0.000000  0.120326  0.000000   \n",
-       "6   0.000000  0.085487  0.000000  0.000000  0.000000  0.052539  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.095378  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.175728  0.000000   \n",
-       "10  0.124287  0.000000  0.139612  0.000000  0.196974  0.117466  0.000000   \n",
-       "11  0.152859  0.244969  0.357862  0.000000  0.000000  0.000000  0.362431   \n",
-       "12  0.163250  0.063671  0.000000  0.241474  0.000000  0.181020  0.294417   \n",
-       "13  0.000000  0.000000  0.150632  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.224737  0.251129  0.208754  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.056497  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.123949  0.114720  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.053913  0.000000  0.000000  0.000000   \n",
-       "20  0.239489  0.000000  0.000000  0.000000  0.209068  0.050738  0.000000   \n",
-       "21  0.000000  0.052161  0.000000  0.056553  0.000000  0.000000  0.343152   \n",
-       "\n",
-       "        V715      V716      V717      V718      V719      V720      V721  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.237253  0.000000  0.000000  0.318944  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.379981  0.000000   \n",
-       "5   0.000000  0.000000  0.326004  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.342073  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.068741   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.239204   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.108643   \n",
-       "11  0.187667  0.000000  0.000000  0.000000  0.319253  0.142304  0.000000   \n",
-       "12  0.000000  0.000000  0.522693  0.170380  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.125166  0.000000  0.252049   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.098388   \n",
-       "15  0.000000  0.269669  0.000000  0.000000  0.254730  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.225192  0.000000  0.190699  0.077843   \n",
-       "17  0.000000  0.000000  0.000000  0.163070  0.000000  0.287016  0.000000   \n",
-       "18  0.227955  0.388258  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.172198  0.000000  0.151304  0.000000  0.000000  0.000000  0.155131   \n",
-       "20  0.000000  0.000000  0.000000  0.122414  0.300852  0.000000  0.000000   \n",
-       "21  0.174927  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V722      V723      V724      V725      V726      V727      V728  \\\n",
-       "0   0.179678  0.000000  0.050603  0.000000  0.250388  0.159799  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.093026  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.536659  0.000000  0.000000  0.133459  0.000000  0.086703   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.079930  0.000000  0.000000  0.000000  0.135283  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.231812  0.158434  0.379103  0.124955   \n",
-       "8   0.000000  0.000000  0.171863  0.000000  0.000000  0.000000  0.130330   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.189303   \n",
-       "10  0.113211  0.000000  0.159336  0.273749  0.000000  0.000000  0.000000   \n",
-       "11  0.285410  0.245997  0.000000  0.000000  0.057120  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.189033  0.207034  0.265317  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.163926   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.056191   \n",
-       "15  0.253403  0.217343  0.177441  0.000000  0.000000  0.111234  0.000000   \n",
-       "16  0.000000  0.000000  0.141289  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.088369  0.000000  0.000000  0.194378  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.110434  0.000000  0.000000  0.349865  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.248593   \n",
-       "\n",
-       "        V729      V730      V731      V732      V733      V734      V735  \\\n",
-       "0   0.274110  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.126981  0.327765  0.000000  0.000000  0.150366  0.000000   \n",
-       "2   0.392178  0.000000  0.000000  0.154292  0.287461  0.000000  0.164681   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.173036  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.148298  0.000000   \n",
-       "5   0.000000  0.000000  0.423901  0.000000  0.000000  0.148745  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.172266  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.053791  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.085206  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.148920  0.000000   \n",
-       "11  0.232607  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.248335  0.334966  0.191895  0.000000  0.160762   \n",
-       "13  0.000000  0.000000  0.000000  0.338476  0.000000  0.000000  0.000000   \n",
-       "14  0.101105  0.000000  0.000000  0.000000  0.135846  0.000000  0.000000   \n",
-       "15  0.000000  0.272032  0.000000  0.000000  0.122224  0.000000  0.674557   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.255064  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.199339  0.000000  0.000000  0.000000  0.091636  0.000000   \n",
-       "21  0.000000  0.146584  0.000000  0.000000  0.262574  0.000000  0.000000   \n",
-       "\n",
-       "        V736      V737      V738      V739      V740      V741      V742  \\\n",
-       "0   0.353878  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.148047  0.000000  0.000000  0.000000  0.000000  0.170770  0.225845   \n",
-       "2   0.122249  0.000000  0.121008  0.000000  0.232012  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.260765  0.000000  0.207448  0.000000   \n",
-       "4   0.000000  0.095052  0.076186  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.182946  0.227855  0.000000  0.000000  0.102050  0.139837   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.099963  0.272027   \n",
-       "7   0.000000  0.000000  0.129448  0.148950  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.091956  0.000000  0.000000  0.194039  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.253700  0.000000  0.257964  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.259528  0.175999  0.000000  0.300431  0.000000  0.000000  0.000000   \n",
-       "13  0.116298  0.000000  0.000000  0.289854  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.115999  0.191804  0.000000  0.140474  0.084954  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.052088  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.179671  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.106290  0.000000  0.000000  0.175510  0.135633  0.109564   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.199182  0.252727   \n",
-       "\n",
-       "        V743      V744      V745      V746      V747      V748      V749  \\\n",
-       "0   0.000000  0.000000  0.313325  0.000000  0.000000  0.144278  0.000000   \n",
-       "1   0.305432  0.182593  0.000000  0.606463  0.173627  0.000000  0.000000   \n",
-       "2   0.000000  0.164050  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.237130  0.000000  0.126712  0.000000   \n",
-       "4   0.000000  0.000000  0.108319  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.110976  0.164564  0.000000  0.226783  0.000000  0.050406   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.154215   \n",
-       "7   0.694568  0.000000  0.000000  0.000000  0.470076  0.178000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.103383  0.000000  0.000000  0.000000  0.155311   \n",
-       "10  0.000000  0.095884  0.000000  0.000000  0.000000  0.000000  0.143443   \n",
-       "11  0.000000  0.000000  0.218703  0.156407  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.176261  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.171107  0.203540   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.154645  0.000000   \n",
-       "15  0.000000  0.116809  0.000000  0.000000  0.000000  0.000000  0.156495   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.136590   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.115005  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.153427  0.000000  0.000000  0.129515  0.110254  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.091705  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V750      V751      V752      V753      V754      V755      V756  \\\n",
-       "0   0.249727  0.000000  0.000000  0.000000  0.000000  0.115133  0.000000   \n",
-       "1   0.000000  0.137344  0.102469  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.275958  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.080035  0.000000  0.000000  0.202042   \n",
-       "4   0.000000  0.119621  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.256602  0.000000  0.000000  0.188542   \n",
-       "6   0.000000  0.000000  0.000000  0.085381  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.237123  0.000000  0.066976  0.277317  0.000000  0.228047   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.413748  0.000000  0.000000   \n",
-       "10  0.000000  0.207399  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.163312  0.000000  0.000000  0.071390  0.000000   \n",
-       "13  0.455277  0.000000  0.240364  0.000000  0.213763  0.246598  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.091754   \n",
-       "15  0.000000  0.186685  0.000000  0.248126  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.111829  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.242303  0.115569   \n",
-       "18  0.294996  0.000000  0.000000  0.262880  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.228045  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.217897  0.000000  0.095171  0.096531  0.174046   \n",
-       "\n",
-       "        V757      V758      V759      V760      V761      V762      V763  \\\n",
-       "0   0.000000  0.136654  0.106276  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.222908  0.000000  0.142320   \n",
-       "3   0.000000  0.000000  0.136996  0.000000  0.000000  0.224461  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.086988   \n",
-       "5   0.203169  0.000000  0.000000  0.000000  0.082256  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.090827   \n",
-       "8   0.081148  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.180845  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.192737  0.000000  0.000000  0.475348  0.000000  0.000000  0.049249   \n",
-       "12  0.000000  0.431405  0.138366  0.000000  0.000000  0.000000  0.170855   \n",
-       "13  0.146398  0.000000  0.000000  0.000000  0.000000  0.198281  0.168902   \n",
-       "14  0.000000  0.000000  0.151530  0.524652  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.327419  0.000000  0.000000  0.000000  0.577258  0.000000   \n",
-       "16  0.092449  0.104521  0.049664  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.106580  0.000000  0.000000  0.000000  0.124348   \n",
-       "18  0.073725  0.000000  0.000000  0.000000  0.211342  0.000000  0.000000   \n",
-       "19  0.210374  0.000000  0.000000  0.000000  0.000000  0.000000  0.166512   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.231264  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.129743  0.000000  0.252230  0.000000  0.000000   \n",
-       "\n",
-       "        V764      V765      V766      V767      V768      V769      V770  \\\n",
-       "0   0.063653  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.229686  0.000000  0.000000  0.000000  0.000000  0.147422   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.088282  0.175482  0.224504  0.000000  0.186163  0.297999  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.066287  0.000000  0.547903  0.000000   \n",
-       "5   0.189245  0.000000  0.000000  0.150681  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.113122  0.000000  0.000000  0.000000  0.000000  0.154097  0.187043   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.289529  0.000000  0.077192   \n",
-       "10  0.160957  0.214542  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.170141  0.187364  0.000000  0.000000  0.000000   \n",
-       "12  0.102570  0.000000  0.346278  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.170012   \n",
-       "14  0.126897  0.000000  0.000000  0.000000  0.000000  0.000000  0.176487   \n",
-       "15  0.000000  0.232007  0.000000  0.204044  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.366353  0.000000  0.179652   \n",
-       "17  0.000000  0.148283  0.000000  0.166387  0.000000  0.000000  0.000000   \n",
-       "18  0.155274  0.000000  0.000000  0.113413  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.157955  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.111824  0.000000  0.000000  0.062192   \n",
-       "21  0.000000  0.000000  0.259077  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V771      V772      V773      V774      V775      V776      V777  \\\n",
-       "0   0.000000  0.000000  0.000000  0.245287  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.177744  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.097960  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.087615   \n",
-       "8   0.000000  0.000000  0.368219  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.315764   \n",
-       "10  0.393155  0.000000  0.000000  0.000000  0.294481  0.000000  0.281120   \n",
-       "11  0.000000  0.000000  0.183448  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.413286  0.435333  0.448333  0.000000  0.000000  0.000000  0.216197   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.150320  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.283620  0.271726  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.193559  0.564667  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.261396  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.099304   \n",
-       "21  0.000000  0.000000  0.000000  0.754713  0.271579  0.191174  0.000000   \n",
-       "\n",
-       "        V778      V779      V780      V781      V782      V783      V784  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.149620  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.225006  0.000000  0.000000  0.000000   \n",
-       "2   0.132408  0.000000  0.000000  0.000000  0.000000  0.000000  0.255093   \n",
-       "3   0.283861  0.000000  0.000000  0.377972  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.397022  0.199607  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.377321  0.000000   \n",
-       "6   0.000000  0.000000  0.242523  0.000000  0.000000  0.000000  0.225422   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.243120  0.251157  0.000000  0.108128  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.299247  0.000000  0.152133  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.284594  0.207073  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.083199  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.201977   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.207444   \n",
-       "17  0.226404  0.241280  0.000000  0.000000  0.177176  0.622679  0.000000   \n",
-       "18  0.257198  0.000000  0.000000  0.000000  0.157689  0.000000  0.110064   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.100129  0.147808  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.055646  0.000000  0.000000   \n",
-       "\n",
-       "        V785      V786      V787      V788      V789      V790      V791  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.132165  0.000000  0.000000   \n",
-       "1   0.224463  0.000000  0.000000  0.000000  0.042233  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.295691  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.190700  0.000000  0.000000  0.161884  0.483911  0.155595   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.131978  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.325041  0.276115  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.083055   \n",
-       "7   0.000000  0.000000  0.000000  0.184875  0.000000  0.516089  0.000000   \n",
-       "8   0.178659  0.000000  0.000000  0.000000  0.000000  0.000000  0.101940   \n",
-       "9   0.000000  0.000000  0.000000  0.334703  0.100005  0.000000  0.119914   \n",
-       "10  0.000000  0.209196  0.000000  0.000000  0.168359  0.000000  0.080007   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.154982  0.600104  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.152919  0.000000  0.000000   \n",
-       "14  0.198611  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.243285  0.000000  0.000000  0.204307  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.153589   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.166325   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.110457  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.379268  0.000000  0.000000  0.000000  0.139576   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V792      V793      V794      V795      V796      V797      V798  \\\n",
-       "0   0.440485  0.000000  0.000000  0.000000  0.154952  0.000000  0.063303   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.075277  0.249014  0.101856   \n",
-       "2   0.000000  0.213365  0.000000  0.000000  0.000000  0.000000  0.128692   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.161750  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.150762  0.000000  0.000000   \n",
-       "6   0.000000  0.223470  0.000000  0.472581  0.124150  0.000000  0.071853   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.096185  0.000000  0.000000   \n",
-       "8   0.000000  0.153997  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.527419  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.116853  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.120071  0.000000  0.000000   \n",
-       "12  0.393411  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.200428   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.204869  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.231396  0.347275  0.000000  0.000000  0.750986  0.133751   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.102597   \n",
-       "20  0.000000  0.177772  0.000000  0.000000  0.000000  0.000000  0.197519   \n",
-       "21  0.166105  0.000000  0.447856  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V799      V800      V801      V802      V803      V804      V805  \\\n",
-       "0   0.000000  0.087446  0.306767  0.000000  0.000000  0.317573  0.286006   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.149342  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.175767  0.176463  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.207922  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.347697  0.000000  0.356515  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.168285  0.000000  0.245203  0.427176  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.172587  0.368347   \n",
-       "9   0.000000  0.000000  0.000000  0.163425  0.000000  0.000000  0.000000   \n",
-       "10  0.250765  0.114978  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.195277  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.246950  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.193955  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.130598  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.315885  0.000000   \n",
-       "17  0.000000  0.135811  0.160951  0.243193  0.000000  0.000000  0.174783   \n",
-       "18  0.000000  0.084090  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.401538  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.052127  0.000000  0.171715  0.000000  0.000000  0.170864   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V806      V807      V808      V809      V810      V811      V812  \\\n",
-       "0   0.225608  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.067919  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.205564  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.229434  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.195387  0.000000  0.223005   \n",
-       "5   0.101898  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.257564  0.144219   \n",
-       "7   0.268098  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.161552  0.150639  0.243408   \n",
-       "9   0.000000  0.308358  0.000000  0.353173  0.059862  0.000000  0.124162   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.190774  0.000000  0.000000  0.265206   \n",
-       "12  0.000000  0.000000  0.509445  0.000000  0.086480  0.072124  0.000000   \n",
-       "13  0.094836  0.000000  0.000000  0.000000  0.236062  0.000000  0.000000   \n",
-       "14  0.000000  0.355281  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.490555  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.084674  0.000000   \n",
-       "17  0.000000  0.336361  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.160497  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.057449  0.000000  0.000000   \n",
-       "20  0.309560  0.000000  0.000000  0.000000  0.135288  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.295555  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V813      V814      V815      V816      V817      V818      V819  \\\n",
-       "0   0.076477  0.000000  0.188179  0.115093  0.000000  0.000000  0.147421   \n",
-       "1   0.000000  0.000000  0.108963  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.146817  0.000000  0.000000  0.000000  0.000000  0.000000  0.074242   \n",
-       "3   0.000000  0.000000  0.000000  0.192659  0.000000  0.119193  0.185702   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.138043  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.129003  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.234446  0.000000  0.000000  0.000000  0.000000  0.204969  0.000000   \n",
-       "7   0.000000  0.000000  0.131415  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.139040  0.000000  0.000000  0.000000  0.000000  0.111704  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.140748   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.156548  0.000000   \n",
-       "11  0.000000  0.000000  0.146236  0.127173  0.243476  0.000000  0.147988   \n",
-       "12  0.000000  0.272394  0.000000  0.167592  0.289350  0.114998  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.206025  0.000000  0.059420  0.000000  0.145031  0.080993  0.000000   \n",
-       "15  0.053163  0.478207  0.000000  0.154281  0.000000  0.000000  0.177802   \n",
-       "16  0.000000  0.000000  0.134994  0.000000  0.184100  0.211594  0.000000   \n",
-       "17  0.000000  0.249400  0.000000  0.087910  0.000000  0.000000  0.000000   \n",
-       "18  0.144032  0.000000  0.000000  0.000000  0.000000  0.000000  0.126097   \n",
-       "19  0.000000  0.000000  0.101789  0.155292  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V820      V821      V822      V823      V824     V825      V826  \\\n",
-       "0   0.000000  0.226390  0.000000  0.176427  0.000000  0.00000  0.000000   \n",
-       "1   0.297740  0.000000  0.000000  0.000000  0.122644  0.00000  0.134035   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.171530  0.00000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.147820  0.00000  0.000000   \n",
-       "4   0.000000  0.235093  0.000000  0.207674  0.166295  0.51831  0.105520   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.135205  0.00000  0.000000   \n",
-       "6   0.267180  0.000000  0.327405  0.000000  0.000000  0.00000  0.000000   \n",
-       "7   0.000000  0.187824  0.000000  0.094898  0.000000  0.00000  0.143807   \n",
-       "8   0.000000  0.150810  0.149136  0.078480  0.000000  0.00000  0.134836   \n",
-       "9   0.181245  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.179302  0.000000  0.00000  0.144771   \n",
-       "11  0.000000  0.000000  0.225615  0.000000  0.000000  0.00000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.128121  0.00000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.097032   \n",
-       "15  0.253835  0.000000  0.000000  0.000000  0.066605  0.00000  0.131013   \n",
-       "16  0.000000  0.120729  0.000000  0.046516  0.000000  0.00000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "18  0.000000  0.079155  0.000000  0.167944  0.061780  0.00000  0.108985   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "21  0.000000  0.000000  0.297845  0.048759  0.000000  0.48169  0.000000   \n",
-       "\n",
-       "        V827      V828      V829      V830      V831      V832      V833  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.199923  0.193119  0.000000   \n",
-       "1   0.000000  0.259659  0.000000  0.139815  0.199555  0.205879  0.000000   \n",
-       "2   0.000000  0.295025  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.181951  0.000000   \n",
-       "4   0.178870  0.000000  0.000000  0.000000  0.065623  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.361042  0.000000  0.092920  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.071391  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.320690  0.000000  0.000000  0.000000  0.089847  0.132513  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.584985   \n",
-       "10  0.139398  0.181707  0.000000  0.224126  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.242683  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.190430  0.225766  0.158968  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.084072  0.000000  0.000000  0.000000  0.415015   \n",
-       "14  0.000000  0.162965  0.000000  0.000000  0.000000  0.141807  0.000000   \n",
-       "15  0.000000  0.100644  0.000000  0.066252  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.201526  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.108404  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.196422  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.147619  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.084558  0.080924  0.000000   \n",
-       "21  0.000000  0.000000  0.210100  0.000000  0.000000  0.063806  0.000000   \n",
-       "\n",
-       "        V834      V835      V836      V837      V838      V839      V840  \\\n",
-       "0   0.000000  0.075785  0.000000  0.000000  0.000000  0.000000  0.157916   \n",
-       "1   0.408228  0.208836  0.124765  0.156230  0.000000  0.077509  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.068699  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.176070  0.000000  0.000000  0.000000  0.211397  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.044425  0.000000  0.087707  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.130307  0.000000   \n",
-       "9   0.000000  0.000000  0.215161  0.156029  0.000000  0.000000  0.107893   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.304957  0.000000  0.000000  0.000000  0.000000  0.000000  0.160202   \n",
-       "12  0.000000  0.000000  0.225037  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.110224  0.000000  0.000000  0.177991  0.319534  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.164837  0.000000  0.386129  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.160105  0.435879  0.000000  0.000000   \n",
-       "17  0.286815  0.187634  0.116862  0.169788  0.000000  0.173545  0.195773   \n",
-       "18  0.000000  0.000000  0.000000  0.150756  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.172752  0.000000  0.000000  0.000000  0.000000  0.378216   \n",
-       "20  0.000000  0.000000  0.000000  0.162667  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.153338  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V841      V842      V843      V844      V845      V846      V847  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.100299  0.194672  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.142363  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.334130   \n",
-       "3   0.135685  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.372799   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.189822  0.000000  0.148558  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.047081  0.131592  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.118704  0.259051  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.145142  0.219229  0.000000  0.506645  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.451023  0.122774  0.000000   \n",
-       "14  0.240091  0.217740  0.000000  0.000000  0.000000  0.235080  0.293072   \n",
-       "15  0.000000  0.187785  0.233624  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.134528  0.000000  0.140902  0.112510  0.000000   \n",
-       "17  0.063175  0.089624  0.000000  0.493355  0.000000  0.090726  0.000000   \n",
-       "18  0.000000  0.119837  0.000000  0.000000  0.000000  0.051514  0.000000   \n",
-       "19  0.129760  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.092647  0.000000  0.165413  0.192723  0.000000   \n",
-       "21  0.096326  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V848      V849      V850      V851      V852      V853      V854  \\\n",
-       "0   0.000000  0.068569  0.000000  0.000000  0.000000  0.187123  0.000000   \n",
-       "1   0.000000  0.126570  0.105632  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.127112  0.000000  0.000000  0.000000  0.000000  0.104137  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.127776  0.000000  0.000000  0.445731   \n",
-       "5   0.123927  0.000000  0.090107  0.000000  0.132900  0.000000  0.000000   \n",
-       "6   0.104127  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.163016  0.000000  0.000000  0.073391  0.000000  0.185801  0.227069   \n",
-       "8   0.000000  0.213346  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.088374  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.063248  0.000000  0.000000  0.188095   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.332045  0.063218  0.000000   \n",
-       "13  0.125517  0.000000  0.129355  0.000000  0.134903  0.000000  0.000000   \n",
-       "14  0.102624  0.000000  0.270796  0.178322  0.000000  0.166735  0.000000   \n",
-       "15  0.000000  0.234273  0.137902  0.250926  0.269512  0.179340  0.139105   \n",
-       "16  0.107439  0.129915  0.114068  0.000000  0.130641  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.146238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.202874  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.063766  0.103463  0.000000  0.056563  0.000000   \n",
-       "21  0.000000  0.227328  0.000000  0.000000  0.000000  0.057081  0.000000   \n",
-       "\n",
-       "        V855      V856      V857      V858      V859      V860      V861  \\\n",
-       "0   0.000000  0.000000  0.000000  0.292425  0.127144  0.000000  0.170616   \n",
-       "1   0.154149  0.000000  0.000000  0.000000  0.000000  0.091949  0.065441   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.170631  0.000000  0.144889  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.154223  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.140209  0.262912  0.092591  0.000000  0.132679   \n",
-       "7   0.202952  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.224847  0.235164  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.218383  0.000000  0.135459  0.000000  0.073889   \n",
-       "11  0.000000  0.589311  0.000000  0.000000  0.000000  0.000000  0.148740   \n",
-       "12  0.170775  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.245337  0.000000  0.000000  0.137259   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.069268  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.199326  0.000000  0.000000  0.000000   \n",
-       "17  0.096971  0.000000  0.342297  0.000000  0.000000  0.208849  0.000000   \n",
-       "18  0.000000  0.410689  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.076822  0.000000   \n",
-       "20  0.066348  0.000000  0.000000  0.000000  0.229499  0.201251  0.175403   \n",
-       "21  0.068907  0.000000  0.000000  0.000000  0.190460  0.185965  0.095972   \n",
-       "\n",
-       "        V862      V863      V864      V865      V866      V867      V868  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.233678  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.180335  0.000000  0.176912   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.088927  0.000000  0.000000  0.173893  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.133945   \n",
-       "6   0.000000  0.175952  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.255316  0.000000  0.427992  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.174213  0.000000  0.000000  0.094833   \n",
-       "9   0.000000  0.000000  0.322225  0.000000  0.086717  0.000000  0.000000   \n",
-       "10  0.074685  0.000000  0.000000  0.000000  0.168703  0.000000  0.000000   \n",
-       "11  0.126480  0.000000  0.000000  0.107442  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.171782  0.000000  0.000000  0.000000   \n",
-       "13  0.082644  0.000000  0.000000  0.000000  0.000000  0.550992  0.000000   \n",
-       "14  0.000000  0.294404  0.000000  0.000000  0.000000  0.000000  0.143838   \n",
-       "15  0.000000  0.000000  0.000000  0.154658  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.237264  0.000000  0.000000  0.077446  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.213702  0.209933  0.000000  0.179648   \n",
-       "18  0.227197  0.203452  0.000000  0.000000  0.102973  0.000000  0.178587   \n",
-       "19  0.000000  0.000000  0.249783  0.111405  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.066798  0.000000  0.449008  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.092238   \n",
-       "\n",
-       "        V869      V870      V871      V872      V873      V874      V875  \\\n",
-       "0   0.000000  0.000000  0.118519  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.114114  0.000000  0.000000  0.098470  0.000000   \n",
-       "2   0.316741  0.000000  0.070999  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.130648  0.112186  0.000000  0.113427  0.314824  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.193301  0.072016  0.237746  0.087330   \n",
-       "5   0.000000  0.000000  0.000000  0.101546  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.507707  0.000000  0.000000  0.192602  0.000000  0.288050   \n",
-       "8   0.000000  0.000000  0.000000  0.180351  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.142066   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.189616  0.204833  0.000000  0.000000  0.095335   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.271759  0.000000  0.000000  0.168121  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.192142  0.000000  0.000000  0.251868   \n",
-       "17  0.318967  0.361645  0.000000  0.000000  0.125188  0.180839  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.165204  0.000000  0.075930   \n",
-       "19  0.000000  0.000000  0.122807  0.127827  0.182577  0.000000  0.059421   \n",
-       "20  0.364292  0.000000  0.000000  0.000000  0.148986  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V876      V877      V878      V879      V880      V881      V882  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.144214  0.752718  0.333461  0.000000  0.000000   \n",
-       "2   0.000000  0.303538  0.000000  0.000000  0.000000  0.000000  0.054970   \n",
-       "3   0.000000  0.000000  0.000000  0.247282  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.229669   \n",
-       "5   0.000000  0.115350  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.562855  0.000000  0.000000  0.000000  0.110046  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.089941   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.502283  0.000000   \n",
-       "9   0.000000  0.000000  0.152186  0.000000  0.000000  0.497717  0.090916   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.074968   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.232189  0.000000  0.000000  0.000000  0.000000  0.101573   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.273994  0.000000  0.112992   \n",
-       "17  0.000000  0.000000  0.243003  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.247696  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.437145  0.000000  0.244484  0.000000  0.000000  0.000000  0.244972   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.101226  0.216112  0.000000  0.282500  0.000000  0.000000   \n",
-       "\n",
-       "        V883      V884      V885      V886      V887      V888      V889  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.104578  0.000000  0.000000   \n",
-       "2   0.083485  0.000000  0.000000  0.068975  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.061840   \n",
-       "4   0.000000  0.000000  0.623961  0.000000  0.065273  0.000000  0.221194   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.169528  0.200563  0.000000   \n",
-       "7   0.000000  0.539745  0.000000  0.000000  0.242176  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.190709  0.000000  0.000000  0.000000   \n",
-       "9   0.088971  0.000000  0.000000  0.000000  0.000000  0.166982  0.000000   \n",
-       "10  0.065164  0.000000  0.000000  0.000000  0.000000  0.184303  0.208413   \n",
-       "11  0.261061  0.000000  0.000000  0.000000  0.000000  0.059287  0.000000   \n",
-       "12  0.144670  0.000000  0.376039  0.000000  0.099841  0.132777  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.293736  0.000000  0.000000  0.132996   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.121007  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.140043  0.000000  0.000000  0.000000   \n",
-       "16  0.209638  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.176408  0.000000  0.135080  0.266823   \n",
-       "18  0.000000  0.460255  0.000000  0.000000  0.085532  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.098660  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.130128  0.134413  0.000000  0.108735   \n",
-       "21  0.147011  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V890      V891      V892      V893      V894      V895      V896  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.182147  0.000000  0.000000  0.000000  0.000000  0.190163  0.000000   \n",
-       "2   0.142278  0.146033  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.170564  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.053841  0.188089  0.000000  0.000000  0.189198  0.133795  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.256967  0.194503  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.048740  0.165679  0.204297  0.000000  0.000000  0.174170  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.088490  0.000000   \n",
-       "10  0.209782  0.000000  0.000000  0.360289  0.000000  0.000000  0.387668   \n",
-       "11  0.000000  0.000000  0.353119  0.000000  0.127427  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.266482  0.000000  0.156965  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.176101  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.121910  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.141899  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.133560  0.000000  0.000000   \n",
-       "17  0.093096  0.000000  0.000000  0.000000  0.000000  0.000000  0.196250   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.207726  0.000000  0.122671  0.084985  0.173082  0.416082   \n",
-       "20  0.055033  0.000000  0.000000  0.148132  0.113363  0.000000  0.000000   \n",
-       "21  0.215082  0.000000  0.000000  0.111941  0.000000  0.098400  0.000000   \n",
-       "\n",
-       "        V897      V898      V899      V900      V901      V902      V903  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.105802  0.069493  0.376149   \n",
-       "1   0.158728  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.141926  0.000000  0.000000  0.114116  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.200910  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.067815  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.129736  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.172248  0.091447  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.084472  0.000000  0.000000  0.253372  0.000000   \n",
-       "8   0.000000  0.000000  0.130912  0.000000  0.000000  0.217269  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.209321  0.000000  0.079936  0.000000   \n",
-       "10  0.090481  0.259972  0.000000  0.000000  0.000000  0.000000  0.318595   \n",
-       "11  0.171229  0.218417  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.247415  0.242141  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.212737  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.202187  0.000000  0.208073  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.210431  0.098502  0.279196  0.000000  0.000000   \n",
-       "18  0.135295  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.240368  0.000000   \n",
-       "20  0.146885  0.246451  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.155456  0.102912  0.000000  0.000000  0.164788  0.139562  0.305256   \n",
-       "\n",
-       "        V904      V905      V906      V907      V908      V909      V910  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.158815  0.162935  0.000000  0.000000  0.000000  0.000000  0.094641   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.230011  0.000000  0.064962   \n",
-       "5   0.000000  0.190580  0.000000  0.000000  0.000000  0.000000  0.226212   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.067228  0.000000  0.123593   \n",
-       "7   0.000000  0.000000  0.231164  0.000000  0.000000  0.000000  0.183427   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.069242  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.189855  0.000000  0.212435  0.000000   \n",
-       "11  0.000000  0.160296  0.000000  0.291234  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.565595  0.000000  0.225320  0.418668  0.000000   \n",
-       "13  0.000000  0.191991  0.000000  0.000000  0.000000  0.000000  0.153510   \n",
-       "14  0.000000  0.169947  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.124251  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.340099  0.000000  0.000000  0.000000   \n",
-       "18  0.504210  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.203241  0.000000  0.219585  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.178813  0.188614  0.368897  0.000000   \n",
-       "21  0.336974  0.000000  0.000000  0.000000  0.000000  0.000000  0.153655   \n",
-       "\n",
-       "        V911      V912      V913      V914      V915      V916      V917  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.416066  0.064331  0.174138  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.327912   \n",
-       "3   0.000000  0.129639  0.000000  0.252855  0.000000  0.000000  0.000000   \n",
-       "4   0.378723  0.000000  0.000000  0.000000  0.176264  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.231704  0.000000  0.330973  0.000000   \n",
-       "7   0.000000  0.140422  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.259158  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.103801  0.583934  0.000000  0.000000  0.093906  0.000000   \n",
-       "10  0.000000  0.180356  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.425777  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.162027  0.312401  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.191274  0.000000  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.089979  0.000000  0.262720  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.136663  0.096089  0.000000  0.000000   \n",
-       "19  0.195500  0.000000  0.000000  0.000000  0.200208  0.000000  0.000000   \n",
-       "20  0.000000  0.186624  0.000000  0.224468  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.672088   \n",
-       "\n",
-       "        V918      V919      V920      V921      V922      V923      V924  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.201225  0.000000  0.000000  0.443443  0.000000   \n",
-       "2   0.250269  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.151362  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.249956  0.000000  0.000000  0.000000  0.269118  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.105441  0.259599  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.326180  0.000000  0.214761   \n",
-       "8   0.000000  0.000000  0.128653  0.215868  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.342929  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.207931  0.000000  0.120653  0.000000  0.199562   \n",
-       "11  0.000000  0.000000  0.097413  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.166382  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.101775  0.000000  0.000000  0.000000  0.000000   \n",
-       "14  0.000000  0.384677  0.000000  0.000000  0.284048  0.000000  0.291387   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.130143  0.000000  0.000000  0.144476  0.000000  0.182890  0.000000   \n",
-       "17  0.000000  0.000000  0.096620  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.081613  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.215114  0.000000  0.373668  0.294290   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.112830  0.355724  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V925      V926      V927      V928      V929      V930      V931  \\\n",
-       "0   0.253032  0.000000  0.000000  0.000000  0.173120  0.152726  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.071445  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.073337   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.223635  0.000000   \n",
-       "4   0.000000  0.000000  0.525729  0.000000  0.000000  0.000000  0.185678   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.168912  0.000000  0.118929   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.132039   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.416970  0.000000  0.000000  0.000000  0.000000  0.000000  0.136818   \n",
-       "9   0.000000  0.000000  0.000000  0.043973  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.140868   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.160660  0.160247  0.000000  0.000000   \n",
-       "13  0.329997  0.000000  0.000000  0.215312  0.000000  0.093128  0.000000   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.195347  0.000000   \n",
-       "15  0.000000  0.209177  0.000000  0.000000  0.054009  0.057323  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.099405   \n",
-       "17  0.000000  0.274329  0.000000  0.158397  0.187525  0.000000  0.112925   \n",
-       "18  0.000000  0.269463  0.000000  0.088202  0.185234  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.213850  0.070952  0.206396  0.000000   \n",
-       "20  0.000000  0.108355  0.000000  0.119606  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.138676  0.474271  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V932      V933      V934      V935      V936      V937      V938  \\\n",
-       "0   0.000000  0.272953  0.000000  0.000000  0.106151  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.067717  0.071387   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.286421  0.000000   \n",
-       "3   0.000000  0.154692  0.000000  0.000000  0.186240  0.192717  0.000000   \n",
-       "4   0.000000  0.116684  0.211393  0.000000  0.000000  0.000000  0.186723   \n",
-       "5   0.000000  0.000000  0.139703  0.000000  0.113814  0.000000  0.000000   \n",
-       "6   0.000000  0.235845  0.000000  0.000000  0.000000  0.000000  0.150137   \n",
-       "7   0.000000  0.000000  0.223150  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.243659  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.294212  0.202916  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.705788  0.000000  0.145100  0.000000   \n",
-       "12  0.000000  0.136185  0.182095  0.000000  0.132018  0.000000  0.183962   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.155008   \n",
-       "14  0.583238  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.416762  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.111265  0.000000  0.043345   \n",
-       "17  0.000000  0.083641  0.000000  0.000000  0.000000  0.070163  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.098470  0.120419  0.044486   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.049125  0.117462  0.164950   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V939      V940      V941      V942      V943      V944      V945  \\\n",
-       "0   0.000000  0.000000  0.000000  0.552085  0.000000  0.000000  0.153116   \n",
-       "1   0.746364  0.000000  0.000000  0.000000  0.248773  0.000000  0.000000   \n",
-       "2   0.000000  0.281295  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.329436  0.145237  0.000000  0.000000  0.113232  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.235594  0.110894  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.108800  0.494474  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.135554   \n",
-       "10  0.000000  0.153674  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.290680  0.000000  0.158168   \n",
-       "13  0.253636  0.000000  0.000000  0.000000  0.000000  0.000000  0.167023   \n",
-       "14  0.000000  0.000000  0.000000  0.447915  0.000000  0.000000  0.155881   \n",
-       "15  0.000000  0.000000  0.275841  0.000000  0.140756  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.177785   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.052472   \n",
-       "18  0.000000  0.000000  0.191935  0.000000  0.000000  0.392294  0.000000   \n",
-       "19  0.000000  0.000000  0.276093  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.210990  0.000000  0.000000   \n",
-       "\n",
-       "        V946      V947      V948      V949      V950     V951      V952  \\\n",
-       "0   0.192897  0.000000  0.000000  0.000000  0.215280  0.00000  0.366595   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.178186  0.00000  0.112059   \n",
-       "2   0.146077  0.413855  0.000000  0.000000  0.084145  0.00000  0.396758   \n",
-       "3   0.000000  0.000000  0.247335  0.000000  0.000000  0.00000  0.000000   \n",
-       "4   0.088210  0.000000  0.000000  0.000000  0.000000  0.00000  0.124588   \n",
-       "5   0.000000  0.000000  0.146524  0.000000  0.000000  0.55425  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "7   0.167965  0.211948  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "8   0.000000  0.000000  0.082662  0.201190  0.000000  0.00000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.225478  0.000000  0.00000  0.000000   \n",
-       "10  0.142750  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.373136  0.159818  0.00000  0.000000   \n",
-       "12  0.000000  0.000000  0.083298  0.000000  0.079417  0.00000  0.000000   \n",
-       "13  0.000000  0.000000  0.103927  0.000000  0.068529  0.00000  0.000000   \n",
-       "14  0.072204  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.049378  0.00000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.200197  0.000000  0.00000  0.000000   \n",
-       "17  0.128210  0.374197  0.059253  0.000000  0.000000  0.44575  0.000000   \n",
-       "18  0.061685  0.000000  0.277001  0.000000  0.000000  0.00000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.165246  0.00000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.00000  0.000000   \n",
-       "\n",
-       "        V953      V954      V955      V956      V957      V958      V959  \\\n",
-       "0   0.109805  0.000000  0.000000  0.000000  0.070564  0.000000  0.000000   \n",
-       "1   0.068527  0.334054  0.000000  0.231272  0.152850  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.175964  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.136502  0.143138  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.131221   \n",
-       "5   0.182098  0.000000  0.000000  0.000000  0.161403  0.000000  0.058715   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.193935  0.000000  0.000000  0.000000  0.000000  0.091280  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.075353   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.345896  0.000000  0.000000  0.000000  0.000000  0.062663   \n",
-       "11  0.000000  0.000000  0.304717  0.000000  0.000000  0.000000  0.193271   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.210815  0.000000  0.000000  0.000000  0.187601  0.000000   \n",
-       "14  0.000000  0.109235  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.454673  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.171345  0.000000  0.000000  0.211810  0.109223  0.173687  0.000000   \n",
-       "17  0.175802  0.000000  0.240609  0.207726  0.000000  0.301255  0.241075   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.246178  0.000000   \n",
-       "19  0.098487  0.000000  0.000000  0.212690  0.186859  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.237702   \n",
-       "\n",
-       "        V960      V961      V962      V963      V964      V965      V966  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.063895  0.000000   \n",
-       "1   0.232135  0.000000  0.000000  0.000000  0.186643  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.103357  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.144593  0.000000   \n",
-       "4   0.267284  0.000000  0.000000  0.323300  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.133438   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.000000  0.110117  0.000000   \n",
-       "7   0.000000  0.000000  0.283849  0.000000  0.000000  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.149135  0.000000  0.242690   \n",
-       "9   0.221896  0.000000  0.173876  0.000000  0.266623  0.000000  0.000000   \n",
-       "10  0.278685  0.000000  0.000000  0.000000  0.070742  0.159595  0.000000   \n",
-       "11  0.000000  0.520861  0.000000  0.000000  0.254990  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.130509  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.333173  0.000000  0.123674  0.000000   \n",
-       "14  0.000000  0.000000  0.140523  0.343528  0.071866  0.000000  0.235725   \n",
-       "15  0.000000  0.000000  0.000000  0.000000  0.000000  0.164260  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.184187   \n",
-       "17  0.000000  0.000000  0.401752  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.479139  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.203960   \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V967      V968      V969      V970      V971      V972      V973  \\\n",
-       "0   0.000000  0.000000  0.080643  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.000000  0.096205  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.091446  0.178423  0.000000  0.000000  0.187692   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.299975  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.170034  0.318794  0.000000  0.096282   \n",
-       "5   0.291027  0.000000  0.000000  0.117022  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.224710  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.197726  0.124722  0.000000  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.181820  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.164259  0.000000  0.000000  0.000000  0.288065   \n",
-       "11  0.000000  0.074919  0.127678  0.000000  0.000000  0.126181  0.000000   \n",
-       "12  0.000000  0.000000  0.146664  0.087720  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.149885  0.000000  0.157815  0.000000  0.000000   \n",
-       "14  0.708973  0.000000  0.000000  0.000000  0.398669  0.000000  0.000000   \n",
-       "15  0.000000  0.000000  0.000000  0.165298  0.000000  0.328451  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.109361  0.343023   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.238862  0.143220  0.000000  0.000000  0.136032  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.083777  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.279688  0.000000  0.000000  0.000000  0.000000  0.084938   \n",
-       "\n",
-       "        V974      V975      V976      V977      V978      V979      V980  \\\n",
-       "0   0.156033  0.000000  0.140587  0.000000  0.000000  0.082375  0.158024   \n",
-       "1   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "2   0.000000  0.000000  0.000000  0.000000  0.000000  0.128949  0.192834   \n",
-       "3   0.281813  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.318948  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.161359   \n",
-       "6   0.227110  0.000000  0.000000  0.000000  0.000000  0.000000  0.155144   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.148073  0.174175   \n",
-       "8   0.233340  0.681052  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "9   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.323481  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.000000  0.000000  0.000000  0.277040  0.000000   \n",
-       "14  0.101704  0.000000  0.000000  0.000000  0.000000  0.000000  0.158464   \n",
-       "15  0.000000  0.000000  0.255824  0.000000  0.000000  0.199638  0.000000   \n",
-       "16  0.000000  0.000000  0.280108  0.000000  0.147536  0.000000  0.000000   \n",
-       "17  0.000000  0.000000  0.000000  0.000000  0.000000  0.163925  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "19  0.000000  0.000000  0.000000  0.663645  0.204069  0.000000  0.000000   \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.000000  0.336355  0.648395  0.000000  0.000000   \n",
-       "\n",
-       "        V981      V982      V983      V984      V985      V986      V987  \\\n",
-       "0   0.215231  0.104736  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.164881  0.000000  0.000000  0.000000  0.000000  0.206052  0.077721   \n",
-       "2   0.000000  0.234502  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.107842   \n",
-       "4   0.000000  0.089995  0.000000  0.137012  0.000000  0.000000  0.000000   \n",
-       "5   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.163331   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.336096  0.000000  0.000000   \n",
-       "7   0.000000  0.000000  0.154211  0.118288  0.000000  0.000000  0.038725   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.164937   \n",
-       "9   0.218585  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "10  0.159333  0.105693  0.000000  0.240780  0.000000  0.000000  0.000000   \n",
-       "11  0.000000  0.107406  0.000000  0.131284  0.000000  0.278954  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "13  0.000000  0.000000  0.257738  0.000000  0.308456  0.000000  0.147948   \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "15  0.000000  0.116332  0.379349  0.098466  0.000000  0.134361  0.000000   \n",
-       "16  0.000000  0.091153  0.000000  0.000000  0.000000  0.380633  0.171910   \n",
-       "17  0.241970  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "18  0.000000  0.000000  0.000000  0.052953  0.000000  0.000000  0.127585   \n",
-       "19  0.000000  0.000000  0.000000  0.076778  0.000000  0.000000  0.000000   \n",
-       "20  0.000000  0.150183  0.000000  0.000000  0.355448  0.000000  0.000000   \n",
-       "21  0.000000  0.000000  0.208702  0.144439  0.000000  0.000000  0.000000   \n",
-       "\n",
-       "        V988      V989      V990      V991      V992      V993      V994  \\\n",
-       "0   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "1   0.000000  0.177436  0.000000  0.196738  0.000000  0.000000  0.128544   \n",
-       "2   0.000000  0.108311  0.000000  0.000000  0.120029  0.000000  0.000000   \n",
-       "3   0.000000  0.287869  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "5   0.372313  0.000000  0.258791  0.186070  0.000000  0.000000  0.000000   \n",
-       "6   0.000000  0.000000  0.000000  0.000000  0.153814  0.135586  0.000000   \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.103860  0.000000   \n",
-       "8   0.000000  0.000000  0.000000  0.000000  0.000000  0.198507  0.000000   \n",
-       "9   0.000000  0.000000  0.132710  0.000000  0.000000  0.121923  0.000000   \n",
-       "10  0.000000  0.000000  0.098799  0.000000  0.332309  0.000000  0.072977   \n",
-       "11  0.000000  0.000000  0.251900  0.000000  0.000000  0.000000  0.000000   \n",
-       "12  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.053353   \n",
-       "13  0.000000  0.000000  0.057038  0.184176  0.000000  0.000000  0.095833   \n",
-       "14  0.000000  0.000000  0.000000  0.062914  0.000000  0.000000  0.178223   \n",
-       "15  0.341491  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "16  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000   \n",
-       "17  0.080666  0.264806  0.142418  0.184170  0.000000  0.000000  0.141811   \n",
-       "18  0.000000  0.000000  0.000000  0.000000  0.311059  0.098463  0.000000   \n",
-       "19  0.000000  0.000000  0.058345  0.185931  0.082789  0.182947  0.172318   \n",
-       "20  0.205529  0.000000  0.000000  0.000000  0.000000  0.158714  0.000000   \n",
-       "21  0.000000  0.161578  0.000000  0.000000  0.000000  0.000000  0.156941   \n",
-       "\n",
-       "        V995      V996      V997      V998      V999     V1000  \n",
-       "0   0.000000  0.115367  0.000000  0.160285  0.148681  0.000000  \n",
-       "1   0.000000  0.000000  0.000000  0.165402  0.000000  0.000000  \n",
-       "2   0.000000  0.068639  0.000000  0.000000  0.000000  0.000000  \n",
-       "3   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "4   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "5   0.162927  0.000000  0.000000  0.087387  0.000000  0.000000  \n",
-       "6   0.174917  0.141099  0.000000  0.000000  0.000000  0.000000  \n",
-       "7   0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "8   0.000000  0.000000  0.488848  0.217368  0.000000  0.000000  \n",
-       "9   0.263176  0.000000  0.000000  0.000000  0.000000  0.382986  \n",
-       "10  0.000000  0.000000  0.000000  0.175523  0.000000  0.000000  \n",
-       "11  0.211996  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "12  0.186985  0.000000  0.000000  0.000000  0.363082  0.000000  \n",
-       "13  0.000000  0.099727  0.000000  0.000000  0.133576  0.617014  \n",
-       "14  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "15  0.000000  0.182400  0.000000  0.000000  0.000000  0.000000  \n",
-       "16  0.000000  0.155244  0.000000  0.194036  0.000000  0.000000  \n",
-       "17  0.000000  0.237523  0.000000  0.000000  0.000000  0.000000  \n",
-       "18  0.000000  0.000000  0.511152  0.000000  0.000000  0.000000  \n",
-       "19  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "20  0.000000  0.000000  0.000000  0.000000  0.000000  0.000000  \n",
-       "21  0.000000  0.000000  0.000000  0.000000  0.354660  0.000000  "
-      ]
-     },
-     "execution_count": 119,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Betas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 112,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltman (betas, result):\n",
-    "    betahat = result.Subjects[0].MIXprop[0].T.to_numpy(copy=True)\n",
-    "    betahat = betahat.flatten()\n",
-    "    \n",
-    "    betasim = betas.to_numpy(copy=True)\n",
-    "    betasim = betasim.flatten()\n",
-    "    \n",
-    "    df = pd.DataFrame(np.transpose([betahat, betasim, (betahat - betasim)]), columns = ['betahat', 'betasim', 'difs'])\n",
-    "    summary = pd.DataFrame([[np.mean(df.difs),np.std(df.difs),np.min(df.difs),np.max(df.difs)]], columns = ['mn', 'sd', 'mi', 'mx'])\n",
-    "    return df, summary\n",
-    "       "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 117,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ba, summary = blandAltman (Betas, result)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 120,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>betahat</th>\n",
-       "      <th>betasim</th>\n",
-       "      <th>difs</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0.128279</td>\n",
-       "      <td>0.131318</td>\n",
-       "      <td>-3.038679e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>0.127938</td>\n",
-       "      <td>0.129668</td>\n",
-       "      <td>-1.729264e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>0.243195</td>\n",
-       "      <td>0.247196</td>\n",
-       "      <td>-4.001340e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>0.150537</td>\n",
-       "      <td>0.150057</td>\n",
-       "      <td>4.808690e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>0.090169</td>\n",
-       "      <td>0.094801</td>\n",
-       "      <td>-4.632275e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0.164237</td>\n",
-       "      <td>0.177690</td>\n",
-       "      <td>-1.345374e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0.075023</td>\n",
-       "      <td>0.077765</td>\n",
-       "      <td>-2.742199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>0.092884</td>\n",
-       "      <td>0.091782</td>\n",
-       "      <td>1.102226e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>0.268356</td>\n",
-       "      <td>0.277620</td>\n",
-       "      <td>-9.264217e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>0.165128</td>\n",
-       "      <td>0.166682</td>\n",
-       "      <td>-1.554256e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>0.156457</td>\n",
-       "      <td>0.139153</td>\n",
-       "      <td>1.730369e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>0.251490</td>\n",
-       "      <td>0.257487</td>\n",
-       "      <td>-5.996633e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>0.049987</td>\n",
-       "      <td>0.053695</td>\n",
-       "      <td>-3.708116e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>0.243079</td>\n",
-       "      <td>0.243292</td>\n",
-       "      <td>-2.138681e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>0.161507</td>\n",
-       "      <td>0.163038</td>\n",
-       "      <td>-1.530137e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>0.008817</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.816700e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>0.007222</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.222428e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>0.486578</td>\n",
-       "      <td>0.485621</td>\n",
-       "      <td>9.571814e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>51</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>52</th>\n",
-       "      <td>0.125759</td>\n",
-       "      <td>0.132402</td>\n",
-       "      <td>-6.642764e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>53</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>54</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>55</th>\n",
-       "      <td>0.165035</td>\n",
-       "      <td>0.172380</td>\n",
-       "      <td>-7.344492e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>56</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>57</th>\n",
-       "      <td>0.074058</td>\n",
-       "      <td>0.073872</td>\n",
-       "      <td>1.859646e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>58</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>59</th>\n",
-       "      <td>0.008455</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.454854e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>60</th>\n",
-       "      <td>0.444144</td>\n",
-       "      <td>0.450159</td>\n",
-       "      <td>-6.015062e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>61</th>\n",
-       "      <td>0.164350</td>\n",
-       "      <td>0.165233</td>\n",
-       "      <td>-8.830936e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>62</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>63</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>64</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>65</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>66</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>67</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>68</th>\n",
-       "      <td>0.118504</td>\n",
-       "      <td>0.121201</td>\n",
-       "      <td>-2.696233e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>69</th>\n",
-       "      <td>0.349879</td>\n",
-       "      <td>0.356461</td>\n",
-       "      <td>-6.581702e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>70</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>71</th>\n",
-       "      <td>0.191162</td>\n",
-       "      <td>0.185754</td>\n",
-       "      <td>5.408060e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>72</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>73</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>74</th>\n",
-       "      <td>0.323535</td>\n",
-       "      <td>0.320051</td>\n",
-       "      <td>3.484735e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>76</th>\n",
-       "      <td>0.495332</td>\n",
-       "      <td>0.507829</td>\n",
-       "      <td>-1.249687e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>77</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>78</th>\n",
-       "      <td>0.100627</td>\n",
-       "      <td>0.101861</td>\n",
-       "      <td>-1.234562e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>79</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>80</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>81</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>82</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>83</th>\n",
-       "      <td>0.104312</td>\n",
-       "      <td>0.107107</td>\n",
-       "      <td>-2.794811e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>84</th>\n",
-       "      <td>0.122464</td>\n",
-       "      <td>0.120362</td>\n",
-       "      <td>2.101857e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>85</th>\n",
-       "      <td>0.557166</td>\n",
-       "      <td>0.563282</td>\n",
-       "      <td>-6.116682e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>86</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>87</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>88</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>89</th>\n",
-       "      <td>0.159443</td>\n",
-       "      <td>0.159452</td>\n",
-       "      <td>-8.116315e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>90</th>\n",
-       "      <td>0.147113</td>\n",
-       "      <td>0.147857</td>\n",
-       "      <td>-7.440029e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>91</th>\n",
-       "      <td>0.088687</td>\n",
-       "      <td>0.094282</td>\n",
-       "      <td>-5.594726e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>92</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>93</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>94</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>95</th>\n",
-       "      <td>0.274726</td>\n",
-       "      <td>0.269234</td>\n",
-       "      <td>5.491381e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>96</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>97</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>98</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>99</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>102</th>\n",
-       "      <td>0.117888</td>\n",
-       "      <td>0.117801</td>\n",
-       "      <td>8.698643e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>103</th>\n",
-       "      <td>0.493038</td>\n",
-       "      <td>0.502815</td>\n",
-       "      <td>-9.776572e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>104</th>\n",
-       "      <td>0.147311</td>\n",
-       "      <td>0.153557</td>\n",
-       "      <td>-6.246196e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>106</th>\n",
-       "      <td>0.259759</td>\n",
-       "      <td>0.256271</td>\n",
-       "      <td>3.487944e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>107</th>\n",
-       "      <td>0.551572</td>\n",
-       "      <td>0.551904</td>\n",
-       "      <td>-3.315613e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>110</th>\n",
-       "      <td>0.180688</td>\n",
-       "      <td>0.180487</td>\n",
-       "      <td>2.003287e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>125</th>\n",
-       "      <td>0.048987</td>\n",
-       "      <td>0.072339</td>\n",
-       "      <td>-2.335131e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>128</th>\n",
-       "      <td>0.291220</td>\n",
-       "      <td>0.309860</td>\n",
-       "      <td>-1.863914e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>131</th>\n",
-       "      <td>0.134687</td>\n",
-       "      <td>0.172242</td>\n",
-       "      <td>-3.755466e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>132</th>\n",
-       "      <td>0.150643</td>\n",
-       "      <td>0.151748</td>\n",
-       "      <td>-1.105603e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>133</th>\n",
-       "      <td>0.446441</td>\n",
-       "      <td>0.455507</td>\n",
-       "      <td>-9.065064e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>137</th>\n",
-       "      <td>0.069145</td>\n",
-       "      <td>0.070775</td>\n",
-       "      <td>-1.630073e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>138</th>\n",
-       "      <td>0.200667</td>\n",
-       "      <td>0.205069</td>\n",
-       "      <td>-4.402027e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>143</th>\n",
-       "      <td>0.199379</td>\n",
-       "      <td>0.202360</td>\n",
-       "      <td>-2.981121e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>149</th>\n",
-       "      <td>0.309978</td>\n",
-       "      <td>0.313817</td>\n",
-       "      <td>-3.839267e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>154</th>\n",
-       "      <td>0.317859</td>\n",
-       "      <td>0.324446</td>\n",
-       "      <td>-6.586203e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>155</th>\n",
-       "      <td>0.011779</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.177946e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>164</th>\n",
-       "      <td>0.394788</td>\n",
-       "      <td>0.399037</td>\n",
-       "      <td>-4.249260e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>166</th>\n",
-       "      <td>0.171536</td>\n",
-       "      <td>0.171327</td>\n",
-       "      <td>2.086488e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>167</th>\n",
-       "      <td>0.209354</td>\n",
-       "      <td>0.209677</td>\n",
-       "      <td>-3.235939e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>169</th>\n",
-       "      <td>0.086997</td>\n",
-       "      <td>0.091340</td>\n",
-       "      <td>-4.343013e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>173</th>\n",
-       "      <td>0.089558</td>\n",
-       "      <td>0.089825</td>\n",
-       "      <td>-2.673005e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>177</th>\n",
-       "      <td>0.413619</td>\n",
-       "      <td>0.415315</td>\n",
-       "      <td>-1.695648e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>181</th>\n",
-       "      <td>0.102786</td>\n",
-       "      <td>0.098941</td>\n",
-       "      <td>3.845328e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>183</th>\n",
-       "      <td>0.080488</td>\n",
-       "      <td>0.080927</td>\n",
-       "      <td>-4.387518e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>187</th>\n",
-       "      <td>0.067733</td>\n",
-       "      <td>0.073905</td>\n",
-       "      <td>-6.171501e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>192</th>\n",
-       "      <td>0.033287</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.328682e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>195</th>\n",
-       "      <td>0.227445</td>\n",
-       "      <td>0.230944</td>\n",
-       "      <td>-3.498579e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>196</th>\n",
-       "      <td>0.119103</td>\n",
-       "      <td>0.120066</td>\n",
-       "      <td>-9.632146e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>199</th>\n",
-       "      <td>0.144631</td>\n",
-       "      <td>0.151259</td>\n",
-       "      <td>-6.627448e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>200</th>\n",
-       "      <td>0.175081</td>\n",
-       "      <td>0.176913</td>\n",
-       "      <td>-1.832316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>202</th>\n",
-       "      <td>0.710520</td>\n",
-       "      <td>0.720664</td>\n",
-       "      <td>-1.014401e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>213</th>\n",
-       "      <td>0.221331</td>\n",
-       "      <td>0.223468</td>\n",
-       "      <td>-2.137043e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>214</th>\n",
-       "      <td>0.247366</td>\n",
-       "      <td>0.251148</td>\n",
-       "      <td>-3.781209e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>215</th>\n",
-       "      <td>0.336692</td>\n",
-       "      <td>0.343187</td>\n",
-       "      <td>-6.494873e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>216</th>\n",
-       "      <td>0.279282</td>\n",
-       "      <td>0.289020</td>\n",
-       "      <td>-9.737859e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>223</th>\n",
-       "      <td>0.194534</td>\n",
-       "      <td>0.194618</td>\n",
-       "      <td>-8.455834e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>227</th>\n",
-       "      <td>0.032740</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.274017e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>228</th>\n",
-       "      <td>0.008904</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.903958e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>229</th>\n",
-       "      <td>0.118828</td>\n",
-       "      <td>0.130042</td>\n",
-       "      <td>-1.121409e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>230</th>\n",
-       "      <td>0.008859</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.858562e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>236</th>\n",
-       "      <td>0.114579</td>\n",
-       "      <td>0.130924</td>\n",
-       "      <td>-1.634477e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>238</th>\n",
-       "      <td>0.629259</td>\n",
-       "      <td>0.630548</td>\n",
-       "      <td>-1.289266e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>242</th>\n",
-       "      <td>0.087806</td>\n",
-       "      <td>0.087015</td>\n",
-       "      <td>7.911471e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>244</th>\n",
-       "      <td>0.138969</td>\n",
-       "      <td>0.156991</td>\n",
-       "      <td>-1.802203e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>249</th>\n",
-       "      <td>0.088829</td>\n",
-       "      <td>0.087046</td>\n",
-       "      <td>1.782170e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>251</th>\n",
-       "      <td>0.215184</td>\n",
-       "      <td>0.215786</td>\n",
-       "      <td>-6.020030e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>261</th>\n",
-       "      <td>0.263179</td>\n",
-       "      <td>0.274860</td>\n",
-       "      <td>-1.168107e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>268</th>\n",
-       "      <td>0.104721</td>\n",
-       "      <td>0.105795</td>\n",
-       "      <td>-1.073945e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>270</th>\n",
-       "      <td>0.217497</td>\n",
-       "      <td>0.220695</td>\n",
-       "      <td>-3.197302e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>280</th>\n",
-       "      <td>0.238557</td>\n",
-       "      <td>0.238502</td>\n",
-       "      <td>5.453519e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>285</th>\n",
-       "      <td>0.121361</td>\n",
-       "      <td>0.119000</td>\n",
-       "      <td>2.361060e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>289</th>\n",
-       "      <td>0.157803</td>\n",
-       "      <td>0.160863</td>\n",
-       "      <td>-3.059531e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>293</th>\n",
-       "      <td>0.346583</td>\n",
-       "      <td>0.354758</td>\n",
-       "      <td>-8.175120e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>301</th>\n",
-       "      <td>0.168762</td>\n",
-       "      <td>0.169569</td>\n",
-       "      <td>-8.067613e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>309</th>\n",
-       "      <td>0.009611</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.611181e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>316</th>\n",
-       "      <td>0.298323</td>\n",
-       "      <td>0.300226</td>\n",
-       "      <td>-1.903383e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>318</th>\n",
-       "      <td>0.008962</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.961956e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>319</th>\n",
-       "      <td>0.064939</td>\n",
-       "      <td>0.062110</td>\n",
-       "      <td>2.828661e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>320</th>\n",
-       "      <td>0.122535</td>\n",
-       "      <td>0.123329</td>\n",
-       "      <td>-7.932844e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>327</th>\n",
-       "      <td>0.352097</td>\n",
-       "      <td>0.353526</td>\n",
-       "      <td>-1.428900e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>332</th>\n",
-       "      <td>0.192581</td>\n",
-       "      <td>0.199699</td>\n",
-       "      <td>-7.118072e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>335</th>\n",
-       "      <td>0.797039</td>\n",
-       "      <td>0.810051</td>\n",
-       "      <td>-1.301274e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>340</th>\n",
-       "      <td>0.068493</td>\n",
-       "      <td>0.069774</td>\n",
-       "      <td>-1.280937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>341</th>\n",
-       "      <td>0.094639</td>\n",
-       "      <td>0.095151</td>\n",
-       "      <td>-5.124971e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>354</th>\n",
-       "      <td>0.007740</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.740316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>360</th>\n",
-       "      <td>0.173513</td>\n",
-       "      <td>0.174820</td>\n",
-       "      <td>-1.307385e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>362</th>\n",
-       "      <td>0.252073</td>\n",
-       "      <td>0.244432</td>\n",
-       "      <td>7.641010e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>367</th>\n",
-       "      <td>0.107564</td>\n",
-       "      <td>0.113069</td>\n",
-       "      <td>-5.504753e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>373</th>\n",
-       "      <td>0.179676</td>\n",
-       "      <td>0.182698</td>\n",
-       "      <td>-3.022107e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>375</th>\n",
-       "      <td>0.007798</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.798078e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>382</th>\n",
-       "      <td>0.111340</td>\n",
-       "      <td>0.114095</td>\n",
-       "      <td>-2.755116e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>384</th>\n",
-       "      <td>0.212761</td>\n",
-       "      <td>0.212858</td>\n",
-       "      <td>-9.723583e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>391</th>\n",
-       "      <td>0.195256</td>\n",
-       "      <td>0.194699</td>\n",
-       "      <td>5.569717e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>396</th>\n",
-       "      <td>0.095464</td>\n",
-       "      <td>0.097762</td>\n",
-       "      <td>-2.298203e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>405</th>\n",
-       "      <td>0.200844</td>\n",
-       "      <td>0.200858</td>\n",
-       "      <td>-1.425068e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>410</th>\n",
-       "      <td>0.224798</td>\n",
-       "      <td>0.228980</td>\n",
-       "      <td>-4.182253e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>413</th>\n",
-       "      <td>0.375192</td>\n",
-       "      <td>0.380128</td>\n",
-       "      <td>-4.936109e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>415</th>\n",
-       "      <td>0.008429</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.428978e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>427</th>\n",
-       "      <td>0.090385</td>\n",
-       "      <td>0.078299</td>\n",
-       "      <td>1.208533e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>431</th>\n",
-       "      <td>0.194420</td>\n",
-       "      <td>0.197373</td>\n",
-       "      <td>-2.952838e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>438</th>\n",
-       "      <td>0.083113</td>\n",
-       "      <td>0.084861</td>\n",
-       "      <td>-1.747780e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>441</th>\n",
-       "      <td>0.075190</td>\n",
-       "      <td>0.063054</td>\n",
-       "      <td>1.213594e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>448</th>\n",
-       "      <td>0.166921</td>\n",
-       "      <td>0.172369</td>\n",
-       "      <td>-5.448046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>449</th>\n",
-       "      <td>0.115334</td>\n",
-       "      <td>0.118732</td>\n",
-       "      <td>-3.398315e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>455</th>\n",
-       "      <td>0.075882</td>\n",
-       "      <td>0.076587</td>\n",
-       "      <td>-7.047632e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>456</th>\n",
-       "      <td>0.010241</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.024146e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>462</th>\n",
-       "      <td>0.397377</td>\n",
-       "      <td>0.400759</td>\n",
-       "      <td>-3.382686e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>464</th>\n",
-       "      <td>0.157405</td>\n",
-       "      <td>0.156242</td>\n",
-       "      <td>1.162682e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>465</th>\n",
-       "      <td>0.029336</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.933627e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>476</th>\n",
-       "      <td>0.180440</td>\n",
-       "      <td>0.179816</td>\n",
-       "      <td>6.235777e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>479</th>\n",
-       "      <td>0.071446</td>\n",
-       "      <td>0.073850</td>\n",
-       "      <td>-2.403842e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>481</th>\n",
-       "      <td>0.136073</td>\n",
-       "      <td>0.136845</td>\n",
-       "      <td>-7.719359e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>487</th>\n",
-       "      <td>0.122815</td>\n",
-       "      <td>0.132183</td>\n",
-       "      <td>-9.368083e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>490</th>\n",
-       "      <td>0.175356</td>\n",
-       "      <td>0.175890</td>\n",
-       "      <td>-5.331331e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>492</th>\n",
-       "      <td>0.013647</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.364708e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>493</th>\n",
-       "      <td>0.137992</td>\n",
-       "      <td>0.139681</td>\n",
-       "      <td>-1.689082e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>494</th>\n",
-       "      <td>0.218311</td>\n",
-       "      <td>0.218668</td>\n",
-       "      <td>-3.569475e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>496</th>\n",
-       "      <td>0.694035</td>\n",
-       "      <td>0.694499</td>\n",
-       "      <td>-4.635487e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>509</th>\n",
-       "      <td>0.123655</td>\n",
-       "      <td>0.127667</td>\n",
-       "      <td>-4.012454e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>515</th>\n",
-       "      <td>0.450003</td>\n",
-       "      <td>0.456199</td>\n",
-       "      <td>-6.196053e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>520</th>\n",
-       "      <td>0.108471</td>\n",
-       "      <td>0.113317</td>\n",
-       "      <td>-4.846555e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>533</th>\n",
-       "      <td>0.199535</td>\n",
-       "      <td>0.201101</td>\n",
-       "      <td>-1.566379e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>537</th>\n",
-       "      <td>0.219426</td>\n",
-       "      <td>0.216153</td>\n",
-       "      <td>3.272597e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>539</th>\n",
-       "      <td>0.137458</td>\n",
-       "      <td>0.131529</td>\n",
-       "      <td>5.928939e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>0.118903</td>\n",
-       "      <td>0.123068</td>\n",
-       "      <td>-4.165448e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>0.156396</td>\n",
-       "      <td>0.160476</td>\n",
-       "      <td>-4.079473e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>543</th>\n",
-       "      <td>0.060516</td>\n",
-       "      <td>0.058226</td>\n",
-       "      <td>2.290935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>546</th>\n",
-       "      <td>0.165628</td>\n",
-       "      <td>0.163217</td>\n",
-       "      <td>2.411158e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>547</th>\n",
-       "      <td>0.067427</td>\n",
-       "      <td>0.066873</td>\n",
-       "      <td>5.533245e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>549</th>\n",
-       "      <td>0.100059</td>\n",
-       "      <td>0.105533</td>\n",
-       "      <td>-5.474509e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>550</th>\n",
-       "      <td>0.383538</td>\n",
-       "      <td>0.381245</td>\n",
-       "      <td>2.293344e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>560</th>\n",
-       "      <td>0.204957</td>\n",
-       "      <td>0.211257</td>\n",
-       "      <td>-6.300277e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>566</th>\n",
-       "      <td>0.132645</td>\n",
-       "      <td>0.138059</td>\n",
-       "      <td>-5.413583e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>567</th>\n",
-       "      <td>0.123196</td>\n",
-       "      <td>0.127648</td>\n",
-       "      <td>-4.451974e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>568</th>\n",
-       "      <td>0.140026</td>\n",
-       "      <td>0.145352</td>\n",
-       "      <td>-5.325167e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>569</th>\n",
-       "      <td>0.128506</td>\n",
-       "      <td>0.129763</td>\n",
-       "      <td>-1.257619e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>571</th>\n",
-       "      <td>0.078402</td>\n",
-       "      <td>0.076410</td>\n",
-       "      <td>1.991623e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>574</th>\n",
-       "      <td>0.016657</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.665736e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>575</th>\n",
-       "      <td>0.181680</td>\n",
-       "      <td>0.181255</td>\n",
-       "      <td>4.241482e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>582</th>\n",
-       "      <td>0.151686</td>\n",
-       "      <td>0.147599</td>\n",
-       "      <td>4.086862e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>587</th>\n",
-       "      <td>0.143723</td>\n",
-       "      <td>0.147949</td>\n",
-       "      <td>-4.225963e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>594</th>\n",
-       "      <td>0.011104</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.110442e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>595</th>\n",
-       "      <td>0.222874</td>\n",
-       "      <td>0.228451</td>\n",
-       "      <td>-5.577937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>599</th>\n",
-       "      <td>0.342794</td>\n",
-       "      <td>0.357917</td>\n",
-       "      <td>-1.512268e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>602</th>\n",
-       "      <td>0.255035</td>\n",
-       "      <td>0.252858</td>\n",
-       "      <td>2.177460e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>605</th>\n",
-       "      <td>0.188703</td>\n",
-       "      <td>0.193306</td>\n",
-       "      <td>-4.602492e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>607</th>\n",
-       "      <td>0.116756</td>\n",
-       "      <td>0.128919</td>\n",
-       "      <td>-1.216265e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>608</th>\n",
-       "      <td>0.460069</td>\n",
-       "      <td>0.456607</td>\n",
-       "      <td>3.462270e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>610</th>\n",
-       "      <td>0.154386</td>\n",
-       "      <td>0.151946</td>\n",
-       "      <td>2.439452e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>613</th>\n",
-       "      <td>0.160252</td>\n",
-       "      <td>0.166338</td>\n",
-       "      <td>-6.086287e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>628</th>\n",
-       "      <td>0.179887</td>\n",
-       "      <td>0.182042</td>\n",
-       "      <td>-2.155005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>632</th>\n",
-       "      <td>0.193195</td>\n",
-       "      <td>0.186020</td>\n",
-       "      <td>7.174609e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>633</th>\n",
-       "      <td>0.114933</td>\n",
-       "      <td>0.112245</td>\n",
-       "      <td>2.688207e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>634</th>\n",
-       "      <td>0.133862</td>\n",
-       "      <td>0.139489</td>\n",
-       "      <td>-5.626797e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>643</th>\n",
-       "      <td>0.141429</td>\n",
-       "      <td>0.147594</td>\n",
-       "      <td>-6.164763e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>647</th>\n",
-       "      <td>0.214999</td>\n",
-       "      <td>0.217323</td>\n",
-       "      <td>-2.324343e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>649</th>\n",
-       "      <td>0.414995</td>\n",
-       "      <td>0.411056</td>\n",
-       "      <td>3.938581e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>660</th>\n",
-       "      <td>0.187018</td>\n",
-       "      <td>0.198200</td>\n",
-       "      <td>-1.118224e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>661</th>\n",
-       "      <td>0.102166</td>\n",
-       "      <td>0.106084</td>\n",
-       "      <td>-3.917714e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>664</th>\n",
-       "      <td>0.021272</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.127179e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>666</th>\n",
-       "      <td>0.008485</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.485196e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>671</th>\n",
-       "      <td>0.267154</td>\n",
-       "      <td>0.266925</td>\n",
-       "      <td>2.289807e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>673</th>\n",
-       "      <td>0.007565</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.565187e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>677</th>\n",
-       "      <td>0.007604</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.604374e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>684</th>\n",
-       "      <td>0.261066</td>\n",
-       "      <td>0.261956</td>\n",
-       "      <td>-8.906298e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>686</th>\n",
-       "      <td>0.066229</td>\n",
-       "      <td>0.068840</td>\n",
-       "      <td>-2.610994e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>693</th>\n",
-       "      <td>0.136444</td>\n",
-       "      <td>0.137848</td>\n",
-       "      <td>-1.403765e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>694</th>\n",
-       "      <td>0.650511</td>\n",
-       "      <td>0.660595</td>\n",
-       "      <td>-1.008391e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>700</th>\n",
-       "      <td>0.239901</td>\n",
-       "      <td>0.241683</td>\n",
-       "      <td>-1.781907e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>710</th>\n",
-       "      <td>0.175892</td>\n",
-       "      <td>0.176076</td>\n",
-       "      <td>-1.838354e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>711</th>\n",
-       "      <td>0.273960</td>\n",
-       "      <td>0.278198</td>\n",
-       "      <td>-4.237985e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>721</th>\n",
-       "      <td>0.179052</td>\n",
-       "      <td>0.179678</td>\n",
-       "      <td>-6.250734e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>723</th>\n",
-       "      <td>0.032933</td>\n",
-       "      <td>0.050603</td>\n",
-       "      <td>-1.767038e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>725</th>\n",
-       "      <td>0.248408</td>\n",
-       "      <td>0.250388</td>\n",
-       "      <td>-1.979882e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>726</th>\n",
-       "      <td>0.156174</td>\n",
-       "      <td>0.159799</td>\n",
-       "      <td>-3.624937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>728</th>\n",
-       "      <td>0.269829</td>\n",
-       "      <td>0.274110</td>\n",
-       "      <td>-4.280882e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>735</th>\n",
-       "      <td>0.351636</td>\n",
-       "      <td>0.353878</td>\n",
-       "      <td>-2.242221e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>744</th>\n",
-       "      <td>0.306737</td>\n",
-       "      <td>0.313325</td>\n",
-       "      <td>-6.587845e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>747</th>\n",
-       "      <td>0.141167</td>\n",
-       "      <td>0.144278</td>\n",
-       "      <td>-3.110744e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>749</th>\n",
-       "      <td>0.250179</td>\n",
-       "      <td>0.249727</td>\n",
-       "      <td>4.518321e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>754</th>\n",
-       "      <td>0.114069</td>\n",
-       "      <td>0.115133</td>\n",
-       "      <td>-1.064059e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>757</th>\n",
-       "      <td>0.137019</td>\n",
-       "      <td>0.136654</td>\n",
-       "      <td>3.647024e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>758</th>\n",
-       "      <td>0.106776</td>\n",
-       "      <td>0.106276</td>\n",
-       "      <td>5.002940e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>763</th>\n",
-       "      <td>0.060689</td>\n",
-       "      <td>0.063653</td>\n",
-       "      <td>-2.964457e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>773</th>\n",
-       "      <td>0.242775</td>\n",
-       "      <td>0.245287</td>\n",
-       "      <td>-2.511582e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>781</th>\n",
-       "      <td>0.148637</td>\n",
-       "      <td>0.149620</td>\n",
-       "      <td>-9.830820e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>788</th>\n",
-       "      <td>0.123696</td>\n",
-       "      <td>0.132165</td>\n",
-       "      <td>-8.468591e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>791</th>\n",
-       "      <td>0.435573</td>\n",
-       "      <td>0.440485</td>\n",
-       "      <td>-4.911562e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>795</th>\n",
-       "      <td>0.147664</td>\n",
-       "      <td>0.154952</td>\n",
-       "      <td>-7.287870e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>796</th>\n",
-       "      <td>0.013098</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.309750e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>797</th>\n",
-       "      <td>0.059270</td>\n",
-       "      <td>0.063303</td>\n",
-       "      <td>-4.033130e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>799</th>\n",
-       "      <td>0.085335</td>\n",
-       "      <td>0.087446</td>\n",
-       "      <td>-2.111010e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>800</th>\n",
-       "      <td>0.305463</td>\n",
-       "      <td>0.306767</td>\n",
-       "      <td>-1.303618e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>803</th>\n",
-       "      <td>0.318345</td>\n",
-       "      <td>0.317573</td>\n",
-       "      <td>7.721839e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>804</th>\n",
-       "      <td>0.280159</td>\n",
-       "      <td>0.286006</td>\n",
-       "      <td>-5.847377e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>805</th>\n",
-       "      <td>0.223259</td>\n",
-       "      <td>0.225608</td>\n",
-       "      <td>-2.349399e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>812</th>\n",
-       "      <td>0.079222</td>\n",
-       "      <td>0.076477</td>\n",
-       "      <td>2.744397e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>814</th>\n",
-       "      <td>0.180297</td>\n",
-       "      <td>0.188179</td>\n",
-       "      <td>-7.882802e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>815</th>\n",
-       "      <td>0.114044</td>\n",
-       "      <td>0.115093</td>\n",
-       "      <td>-1.049007e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>818</th>\n",
-       "      <td>0.151035</td>\n",
-       "      <td>0.147421</td>\n",
-       "      <td>3.613389e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>820</th>\n",
-       "      <td>0.229372</td>\n",
-       "      <td>0.226390</td>\n",
-       "      <td>2.982153e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>822</th>\n",
-       "      <td>0.175249</td>\n",
-       "      <td>0.176427</td>\n",
-       "      <td>-1.177863e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>824</th>\n",
-       "      <td>0.014566</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.456637e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>830</th>\n",
-       "      <td>0.181062</td>\n",
-       "      <td>0.199923</td>\n",
-       "      <td>-1.886139e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>831</th>\n",
-       "      <td>0.192628</td>\n",
-       "      <td>0.193119</td>\n",
-       "      <td>-4.903736e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>834</th>\n",
-       "      <td>0.074074</td>\n",
-       "      <td>0.075785</td>\n",
-       "      <td>-1.711108e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>835</th>\n",
-       "      <td>0.013970</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.397027e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>838</th>\n",
-       "      <td>0.026025</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.602544e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>839</th>\n",
-       "      <td>0.157378</td>\n",
-       "      <td>0.157916</td>\n",
-       "      <td>-5.377204e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>844</th>\n",
-       "      <td>0.093610</td>\n",
-       "      <td>0.100299</td>\n",
-       "      <td>-6.688649e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>845</th>\n",
-       "      <td>0.191818</td>\n",
-       "      <td>0.194672</td>\n",
-       "      <td>-2.854353e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>848</th>\n",
-       "      <td>0.066485</td>\n",
-       "      <td>0.068569</td>\n",
-       "      <td>-2.083583e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>852</th>\n",
-       "      <td>0.186450</td>\n",
-       "      <td>0.187123</td>\n",
-       "      <td>-6.738447e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>857</th>\n",
-       "      <td>0.287957</td>\n",
-       "      <td>0.292425</td>\n",
-       "      <td>-4.467930e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>858</th>\n",
-       "      <td>0.131078</td>\n",
-       "      <td>0.127144</td>\n",
-       "      <td>3.934495e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>860</th>\n",
-       "      <td>0.175019</td>\n",
-       "      <td>0.170616</td>\n",
-       "      <td>4.402447e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>870</th>\n",
-       "      <td>0.137026</td>\n",
-       "      <td>0.118519</td>\n",
-       "      <td>1.850671e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>900</th>\n",
-       "      <td>0.105225</td>\n",
-       "      <td>0.105802</td>\n",
-       "      <td>-5.772108e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>901</th>\n",
-       "      <td>0.069390</td>\n",
-       "      <td>0.069493</td>\n",
-       "      <td>-1.029212e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>902</th>\n",
-       "      <td>0.365740</td>\n",
-       "      <td>0.376149</td>\n",
-       "      <td>-1.040906e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>919</th>\n",
-       "      <td>0.031962</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.196204e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>924</th>\n",
-       "      <td>0.252240</td>\n",
-       "      <td>0.253032</td>\n",
-       "      <td>-7.926607e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>928</th>\n",
-       "      <td>0.169900</td>\n",
-       "      <td>0.173120</td>\n",
-       "      <td>-3.219986e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>929</th>\n",
-       "      <td>0.149134</td>\n",
-       "      <td>0.152726</td>\n",
-       "      <td>-3.592387e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>932</th>\n",
-       "      <td>0.265766</td>\n",
-       "      <td>0.272953</td>\n",
-       "      <td>-7.187040e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>935</th>\n",
-       "      <td>0.106725</td>\n",
-       "      <td>0.106151</td>\n",
-       "      <td>5.739695e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>937</th>\n",
-       "      <td>0.013965</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.396511e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>941</th>\n",
-       "      <td>0.536541</td>\n",
-       "      <td>0.552085</td>\n",
-       "      <td>-1.554431e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>944</th>\n",
-       "      <td>0.150992</td>\n",
-       "      <td>0.153116</td>\n",
-       "      <td>-2.123828e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>945</th>\n",
-       "      <td>0.191395</td>\n",
-       "      <td>0.192897</td>\n",
-       "      <td>-1.502067e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>949</th>\n",
-       "      <td>0.211321</td>\n",
-       "      <td>0.215280</td>\n",
-       "      <td>-3.958250e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>951</th>\n",
-       "      <td>0.364004</td>\n",
-       "      <td>0.366595</td>\n",
-       "      <td>-2.590840e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>952</th>\n",
-       "      <td>0.100132</td>\n",
-       "      <td>0.109805</td>\n",
-       "      <td>-9.673296e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>955</th>\n",
-       "      <td>0.008099</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.099420e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>956</th>\n",
-       "      <td>0.074991</td>\n",
-       "      <td>0.070564</td>\n",
-       "      <td>4.426943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>964</th>\n",
-       "      <td>0.065136</td>\n",
-       "      <td>0.063895</td>\n",
-       "      <td>1.241696e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>968</th>\n",
-       "      <td>0.080508</td>\n",
-       "      <td>0.080643</td>\n",
-       "      <td>-1.353975e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>973</th>\n",
-       "      <td>0.155476</td>\n",
-       "      <td>0.156033</td>\n",
-       "      <td>-5.574408e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>975</th>\n",
-       "      <td>0.138535</td>\n",
-       "      <td>0.140587</td>\n",
-       "      <td>-2.052637e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>978</th>\n",
-       "      <td>0.082225</td>\n",
-       "      <td>0.082375</td>\n",
-       "      <td>-1.503405e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>979</th>\n",
-       "      <td>0.157440</td>\n",
-       "      <td>0.158024</td>\n",
-       "      <td>-5.834177e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>980</th>\n",
-       "      <td>0.234444</td>\n",
-       "      <td>0.215231</td>\n",
-       "      <td>1.921283e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>981</th>\n",
-       "      <td>0.104294</td>\n",
-       "      <td>0.104736</td>\n",
-       "      <td>-4.422104e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>995</th>\n",
-       "      <td>0.091401</td>\n",
-       "      <td>0.115367</td>\n",
-       "      <td>-2.396571e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>997</th>\n",
-       "      <td>0.162242</td>\n",
-       "      <td>0.160285</td>\n",
-       "      <td>1.957118e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>998</th>\n",
-       "      <td>0.145702</td>\n",
-       "      <td>0.148681</td>\n",
-       "      <td>-2.979262e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1001</th>\n",
-       "      <td>0.202237</td>\n",
-       "      <td>0.201632</td>\n",
-       "      <td>6.051345e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1012</th>\n",
-       "      <td>0.104211</td>\n",
-       "      <td>0.102968</td>\n",
-       "      <td>1.242653e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1014</th>\n",
-       "      <td>0.248941</td>\n",
-       "      <td>0.252604</td>\n",
-       "      <td>-3.662956e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1017</th>\n",
-       "      <td>0.031308</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.130767e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1022</th>\n",
-       "      <td>0.196072</td>\n",
-       "      <td>0.194075</td>\n",
-       "      <td>1.996291e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1023</th>\n",
-       "      <td>0.012197</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.219668e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1029</th>\n",
-       "      <td>0.114322</td>\n",
-       "      <td>0.135112</td>\n",
-       "      <td>-2.079010e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1033</th>\n",
-       "      <td>0.155779</td>\n",
-       "      <td>0.156315</td>\n",
-       "      <td>-5.355696e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1035</th>\n",
-       "      <td>0.084773</td>\n",
-       "      <td>0.084884</td>\n",
-       "      <td>-1.108611e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1055</th>\n",
-       "      <td>0.275253</td>\n",
-       "      <td>0.269642</td>\n",
-       "      <td>5.611625e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1058</th>\n",
-       "      <td>0.170863</td>\n",
-       "      <td>0.170200</td>\n",
-       "      <td>6.630922e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1071</th>\n",
-       "      <td>0.286111</td>\n",
-       "      <td>0.293167</td>\n",
-       "      <td>-7.055662e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1074</th>\n",
-       "      <td>0.077786</td>\n",
-       "      <td>0.085306</td>\n",
-       "      <td>-7.520500e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1075</th>\n",
-       "      <td>0.114664</td>\n",
-       "      <td>0.127471</td>\n",
-       "      <td>-1.280672e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1087</th>\n",
-       "      <td>0.200126</td>\n",
-       "      <td>0.205100</td>\n",
-       "      <td>-4.974281e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1092</th>\n",
-       "      <td>0.188105</td>\n",
-       "      <td>0.190128</td>\n",
-       "      <td>-2.023608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1095</th>\n",
-       "      <td>0.220752</td>\n",
-       "      <td>0.230288</td>\n",
-       "      <td>-9.536158e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1096</th>\n",
-       "      <td>0.375782</td>\n",
-       "      <td>0.389890</td>\n",
-       "      <td>-1.410795e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1109</th>\n",
-       "      <td>0.163800</td>\n",
-       "      <td>0.163289</td>\n",
-       "      <td>5.106559e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1111</th>\n",
-       "      <td>0.142080</td>\n",
-       "      <td>0.142402</td>\n",
-       "      <td>-3.215571e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1114</th>\n",
-       "      <td>0.060330</td>\n",
-       "      <td>0.060653</td>\n",
-       "      <td>-3.229578e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1118</th>\n",
-       "      <td>0.124029</td>\n",
-       "      <td>0.126805</td>\n",
-       "      <td>-2.776612e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1120</th>\n",
-       "      <td>0.456937</td>\n",
-       "      <td>0.456601</td>\n",
-       "      <td>3.354153e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1124</th>\n",
-       "      <td>0.517390</td>\n",
-       "      <td>0.541377</td>\n",
-       "      <td>-2.398660e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1125</th>\n",
-       "      <td>0.032356</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.235596e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1126</th>\n",
-       "      <td>0.335750</td>\n",
-       "      <td>0.335446</td>\n",
-       "      <td>3.040204e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1127</th>\n",
-       "      <td>0.247997</td>\n",
-       "      <td>0.251812</td>\n",
-       "      <td>-3.814450e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1131</th>\n",
-       "      <td>0.028831</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.883144e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1132</th>\n",
-       "      <td>0.145390</td>\n",
-       "      <td>0.145268</td>\n",
-       "      <td>1.218598e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1147</th>\n",
-       "      <td>0.154284</td>\n",
-       "      <td>0.158623</td>\n",
-       "      <td>-4.339186e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1153</th>\n",
-       "      <td>0.292370</td>\n",
-       "      <td>0.308194</td>\n",
-       "      <td>-1.582337e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1155</th>\n",
-       "      <td>0.096126</td>\n",
-       "      <td>0.105665</td>\n",
-       "      <td>-9.539287e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1156</th>\n",
-       "      <td>0.057821</td>\n",
-       "      <td>0.062415</td>\n",
-       "      <td>-4.594638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1162</th>\n",
-       "      <td>0.250705</td>\n",
-       "      <td>0.250539</td>\n",
-       "      <td>1.664685e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1164</th>\n",
-       "      <td>0.007673</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.672957e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1165</th>\n",
-       "      <td>0.084593</td>\n",
-       "      <td>0.083377</td>\n",
-       "      <td>1.216098e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1168</th>\n",
-       "      <td>0.173971</td>\n",
-       "      <td>0.174515</td>\n",
-       "      <td>-5.439346e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1169</th>\n",
-       "      <td>0.224262</td>\n",
-       "      <td>0.228409</td>\n",
-       "      <td>-4.146985e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1170</th>\n",
-       "      <td>0.063756</td>\n",
-       "      <td>0.057934</td>\n",
-       "      <td>5.821114e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1174</th>\n",
-       "      <td>0.243499</td>\n",
-       "      <td>0.243461</td>\n",
-       "      <td>3.835884e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1176</th>\n",
-       "      <td>0.328709</td>\n",
-       "      <td>0.332192</td>\n",
-       "      <td>-3.483301e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1178</th>\n",
-       "      <td>0.193720</td>\n",
-       "      <td>0.194260</td>\n",
-       "      <td>-5.395669e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1181</th>\n",
-       "      <td>0.140607</td>\n",
-       "      <td>0.143639</td>\n",
-       "      <td>-3.032278e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1183</th>\n",
-       "      <td>0.159396</td>\n",
-       "      <td>0.160046</td>\n",
-       "      <td>-6.503183e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1185</th>\n",
-       "      <td>0.144353</td>\n",
-       "      <td>0.144865</td>\n",
-       "      <td>-5.121725e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1189</th>\n",
-       "      <td>0.280270</td>\n",
-       "      <td>0.279084</td>\n",
-       "      <td>1.186236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1192</th>\n",
-       "      <td>0.183801</td>\n",
-       "      <td>0.228555</td>\n",
-       "      <td>-4.475386e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1199</th>\n",
-       "      <td>0.009256</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.256379e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1206</th>\n",
-       "      <td>0.111043</td>\n",
-       "      <td>0.111264</td>\n",
-       "      <td>-2.203490e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1214</th>\n",
-       "      <td>0.145926</td>\n",
-       "      <td>0.147309</td>\n",
-       "      <td>-1.382510e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1215</th>\n",
-       "      <td>0.199292</td>\n",
-       "      <td>0.205108</td>\n",
-       "      <td>-5.816745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1219</th>\n",
-       "      <td>0.240190</td>\n",
-       "      <td>0.242204</td>\n",
-       "      <td>-2.014543e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1224</th>\n",
-       "      <td>0.266556</td>\n",
-       "      <td>0.271485</td>\n",
-       "      <td>-4.928151e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1225</th>\n",
-       "      <td>0.211651</td>\n",
-       "      <td>0.218437</td>\n",
-       "      <td>-6.785323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1227</th>\n",
-       "      <td>0.056127</td>\n",
-       "      <td>0.105102</td>\n",
-       "      <td>-4.897481e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1228</th>\n",
-       "      <td>0.110497</td>\n",
-       "      <td>0.120487</td>\n",
-       "      <td>-9.990312e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1229</th>\n",
-       "      <td>0.013743</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.374251e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1234</th>\n",
-       "      <td>0.125070</td>\n",
-       "      <td>0.123903</td>\n",
-       "      <td>1.167447e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1236</th>\n",
-       "      <td>0.017920</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.791968e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1240</th>\n",
-       "      <td>0.324339</td>\n",
-       "      <td>0.321537</td>\n",
-       "      <td>2.801875e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1244</th>\n",
-       "      <td>0.018015</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.801463e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1245</th>\n",
-       "      <td>0.240566</td>\n",
-       "      <td>0.241227</td>\n",
-       "      <td>-6.607015e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1248</th>\n",
-       "      <td>0.434007</td>\n",
-       "      <td>0.442820</td>\n",
-       "      <td>-8.813447e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1249</th>\n",
-       "      <td>0.211885</td>\n",
-       "      <td>0.231465</td>\n",
-       "      <td>-1.958018e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1250</th>\n",
-       "      <td>0.170282</td>\n",
-       "      <td>0.171482</td>\n",
-       "      <td>-1.200674e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1252</th>\n",
-       "      <td>0.007590</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.590236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1256</th>\n",
-       "      <td>0.017538</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.753783e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1258</th>\n",
-       "      <td>0.067396</td>\n",
-       "      <td>0.069889</td>\n",
-       "      <td>-2.492376e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1268</th>\n",
-       "      <td>0.105569</td>\n",
-       "      <td>0.104706</td>\n",
-       "      <td>8.630989e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1269</th>\n",
-       "      <td>0.294432</td>\n",
-       "      <td>0.305282</td>\n",
-       "      <td>-1.084998e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1278</th>\n",
-       "      <td>0.123992</td>\n",
-       "      <td>0.127313</td>\n",
-       "      <td>-3.321767e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1279</th>\n",
-       "      <td>0.183056</td>\n",
-       "      <td>0.181569</td>\n",
-       "      <td>1.487169e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1281</th>\n",
-       "      <td>0.091768</td>\n",
-       "      <td>0.097265</td>\n",
-       "      <td>-5.497321e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1282</th>\n",
-       "      <td>0.179811</td>\n",
-       "      <td>0.180555</td>\n",
-       "      <td>-7.441748e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1285</th>\n",
-       "      <td>0.071191</td>\n",
-       "      <td>0.072881</td>\n",
-       "      <td>-1.689382e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1300</th>\n",
-       "      <td>0.073194</td>\n",
-       "      <td>0.063430</td>\n",
-       "      <td>9.764463e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1305</th>\n",
-       "      <td>0.155962</td>\n",
-       "      <td>0.161075</td>\n",
-       "      <td>-5.112486e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1308</th>\n",
-       "      <td>0.148202</td>\n",
-       "      <td>0.164963</td>\n",
-       "      <td>-1.676078e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1314</th>\n",
-       "      <td>0.180669</td>\n",
-       "      <td>0.181160</td>\n",
-       "      <td>-4.914969e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1317</th>\n",
-       "      <td>0.012855</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.285465e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1330</th>\n",
-       "      <td>0.007651</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.650741e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1342</th>\n",
-       "      <td>0.217164</td>\n",
-       "      <td>0.218476</td>\n",
-       "      <td>-1.312153e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1349</th>\n",
-       "      <td>0.301791</td>\n",
-       "      <td>0.304529</td>\n",
-       "      <td>-2.737369e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1350</th>\n",
-       "      <td>0.070753</td>\n",
-       "      <td>0.071677</td>\n",
-       "      <td>-9.234803e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1351</th>\n",
-       "      <td>0.173491</td>\n",
-       "      <td>0.171965</td>\n",
-       "      <td>1.526117e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1356</th>\n",
-       "      <td>0.145655</td>\n",
-       "      <td>0.159733</td>\n",
-       "      <td>-1.407861e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1357</th>\n",
-       "      <td>0.108813</td>\n",
-       "      <td>0.109711</td>\n",
-       "      <td>-8.977890e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1361</th>\n",
-       "      <td>0.082281</td>\n",
-       "      <td>0.087602</td>\n",
-       "      <td>-5.321880e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1365</th>\n",
-       "      <td>0.114455</td>\n",
-       "      <td>0.115612</td>\n",
-       "      <td>-1.156335e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1382</th>\n",
-       "      <td>0.159807</td>\n",
-       "      <td>0.156522</td>\n",
-       "      <td>3.285688e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1385</th>\n",
-       "      <td>0.357701</td>\n",
-       "      <td>0.350407</td>\n",
-       "      <td>7.294460e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1389</th>\n",
-       "      <td>0.375338</td>\n",
-       "      <td>0.378240</td>\n",
-       "      <td>-2.902264e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1390</th>\n",
-       "      <td>0.169163</td>\n",
-       "      <td>0.173669</td>\n",
-       "      <td>-4.506462e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1397</th>\n",
-       "      <td>0.282351</td>\n",
-       "      <td>0.285046</td>\n",
-       "      <td>-2.695497e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1400</th>\n",
-       "      <td>0.247598</td>\n",
-       "      <td>0.241572</td>\n",
-       "      <td>6.025641e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1404</th>\n",
-       "      <td>0.322905</td>\n",
-       "      <td>0.329742</td>\n",
-       "      <td>-6.836981e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1406</th>\n",
-       "      <td>0.087166</td>\n",
-       "      <td>0.085169</td>\n",
-       "      <td>1.997323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1407</th>\n",
-       "      <td>0.202773</td>\n",
-       "      <td>0.197119</td>\n",
-       "      <td>5.653756e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1409</th>\n",
-       "      <td>0.287386</td>\n",
-       "      <td>0.288802</td>\n",
-       "      <td>-1.416421e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1410</th>\n",
-       "      <td>0.068719</td>\n",
-       "      <td>0.063822</td>\n",
-       "      <td>4.897604e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1415</th>\n",
-       "      <td>0.595561</td>\n",
-       "      <td>0.624878</td>\n",
-       "      <td>-2.931773e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1427</th>\n",
-       "      <td>0.150235</td>\n",
-       "      <td>0.173102</td>\n",
-       "      <td>-2.286670e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1428</th>\n",
-       "      <td>0.084723</td>\n",
-       "      <td>0.081640</td>\n",
-       "      <td>3.083102e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1437</th>\n",
-       "      <td>0.788253</td>\n",
-       "      <td>0.787312</td>\n",
-       "      <td>9.410683e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1441</th>\n",
-       "      <td>0.190336</td>\n",
-       "      <td>0.200585</td>\n",
-       "      <td>-1.024873e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1443</th>\n",
-       "      <td>0.158841</td>\n",
-       "      <td>0.163279</td>\n",
-       "      <td>-4.437875e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1446</th>\n",
-       "      <td>0.372283</td>\n",
-       "      <td>0.376474</td>\n",
-       "      <td>-4.191226e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1450</th>\n",
-       "      <td>0.170030</td>\n",
-       "      <td>0.170201</td>\n",
-       "      <td>-1.718903e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1460</th>\n",
-       "      <td>0.215361</td>\n",
-       "      <td>0.215196</td>\n",
-       "      <td>1.647251e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1465</th>\n",
-       "      <td>0.302880</td>\n",
-       "      <td>0.337976</td>\n",
-       "      <td>-3.509605e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1466</th>\n",
-       "      <td>0.181731</td>\n",
-       "      <td>0.190952</td>\n",
-       "      <td>-9.221140e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1470</th>\n",
-       "      <td>0.132797</td>\n",
-       "      <td>0.136867</td>\n",
-       "      <td>-4.070315e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1472</th>\n",
-       "      <td>0.650383</td>\n",
-       "      <td>0.661693</td>\n",
-       "      <td>-1.131005e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1475</th>\n",
-       "      <td>0.133359</td>\n",
-       "      <td>0.132474</td>\n",
-       "      <td>8.851160e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1479</th>\n",
-       "      <td>0.090989</td>\n",
-       "      <td>0.093299</td>\n",
-       "      <td>-2.309035e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1480</th>\n",
-       "      <td>0.170403</td>\n",
-       "      <td>0.171670</td>\n",
-       "      <td>-1.266819e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1489</th>\n",
-       "      <td>0.100777</td>\n",
-       "      <td>0.100395</td>\n",
-       "      <td>3.820480e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1493</th>\n",
-       "      <td>0.092235</td>\n",
-       "      <td>0.096226</td>\n",
-       "      <td>-3.991333e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1495</th>\n",
-       "      <td>0.007908</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.908408e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1497</th>\n",
-       "      <td>0.274192</td>\n",
-       "      <td>0.273301</td>\n",
-       "      <td>8.906054e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1506</th>\n",
-       "      <td>0.282137</td>\n",
-       "      <td>0.283422</td>\n",
-       "      <td>-1.285441e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1508</th>\n",
-       "      <td>0.698163</td>\n",
-       "      <td>0.698352</td>\n",
-       "      <td>-1.890309e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1510</th>\n",
-       "      <td>0.212070</td>\n",
-       "      <td>0.214172</td>\n",
-       "      <td>-2.101489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1516</th>\n",
-       "      <td>0.251148</td>\n",
-       "      <td>0.254111</td>\n",
-       "      <td>-2.962428e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1518</th>\n",
-       "      <td>0.216717</td>\n",
-       "      <td>0.217178</td>\n",
-       "      <td>-4.615940e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1523</th>\n",
-       "      <td>0.231509</td>\n",
-       "      <td>0.229391</td>\n",
-       "      <td>2.118287e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1524</th>\n",
-       "      <td>0.128787</td>\n",
-       "      <td>0.129173</td>\n",
-       "      <td>-3.863027e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1530</th>\n",
-       "      <td>0.223059</td>\n",
-       "      <td>0.224500</td>\n",
-       "      <td>-1.440979e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1534</th>\n",
-       "      <td>0.337388</td>\n",
-       "      <td>0.343487</td>\n",
-       "      <td>-6.099101e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1541</th>\n",
-       "      <td>0.055834</td>\n",
-       "      <td>0.057787</td>\n",
-       "      <td>-1.952483e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1542</th>\n",
-       "      <td>0.093334</td>\n",
-       "      <td>0.088902</td>\n",
-       "      <td>4.432741e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1543</th>\n",
-       "      <td>0.232574</td>\n",
-       "      <td>0.238090</td>\n",
-       "      <td>-5.516054e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1546</th>\n",
-       "      <td>0.096597</td>\n",
-       "      <td>0.101525</td>\n",
-       "      <td>-4.928843e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1547</th>\n",
-       "      <td>0.279864</td>\n",
-       "      <td>0.279269</td>\n",
-       "      <td>5.955665e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1552</th>\n",
-       "      <td>0.018269</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.826940e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1554</th>\n",
-       "      <td>0.146382</td>\n",
-       "      <td>0.146437</td>\n",
-       "      <td>-5.490990e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1559</th>\n",
-       "      <td>0.007504</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.504252e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1563</th>\n",
-       "      <td>0.162019</td>\n",
-       "      <td>0.155033</td>\n",
-       "      <td>6.985923e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1564</th>\n",
-       "      <td>0.299614</td>\n",
-       "      <td>0.301630</td>\n",
-       "      <td>-2.016760e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1569</th>\n",
-       "      <td>0.038539</td>\n",
-       "      <td>0.051867</td>\n",
-       "      <td>-1.332745e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1579</th>\n",
-       "      <td>0.161118</td>\n",
-       "      <td>0.164245</td>\n",
-       "      <td>-3.126608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1580</th>\n",
-       "      <td>0.165790</td>\n",
-       "      <td>0.162807</td>\n",
-       "      <td>2.983418e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1582</th>\n",
-       "      <td>0.069480</td>\n",
-       "      <td>0.076833</td>\n",
-       "      <td>-7.352949e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1583</th>\n",
-       "      <td>0.101948</td>\n",
-       "      <td>0.102127</td>\n",
-       "      <td>-1.788309e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1601</th>\n",
-       "      <td>0.136210</td>\n",
-       "      <td>0.140422</td>\n",
-       "      <td>-4.211375e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1604</th>\n",
-       "      <td>0.126871</td>\n",
-       "      <td>0.134639</td>\n",
-       "      <td>-7.767633e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1605</th>\n",
-       "      <td>0.142098</td>\n",
-       "      <td>0.143892</td>\n",
-       "      <td>-1.794453e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1607</th>\n",
-       "      <td>0.395714</td>\n",
-       "      <td>0.393860</td>\n",
-       "      <td>1.854213e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1609</th>\n",
-       "      <td>0.224636</td>\n",
-       "      <td>0.224279</td>\n",
-       "      <td>3.568231e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1610</th>\n",
-       "      <td>0.074281</td>\n",
-       "      <td>0.076485</td>\n",
-       "      <td>-2.204444e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1611</th>\n",
-       "      <td>0.276953</td>\n",
-       "      <td>0.277389</td>\n",
-       "      <td>-4.355236e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1612</th>\n",
-       "      <td>0.421079</td>\n",
-       "      <td>0.423576</td>\n",
-       "      <td>-2.497044e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1619</th>\n",
-       "      <td>0.084208</td>\n",
-       "      <td>0.084095</td>\n",
-       "      <td>1.128475e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1629</th>\n",
-       "      <td>0.145276</td>\n",
-       "      <td>0.154523</td>\n",
-       "      <td>-9.247652e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1630</th>\n",
-       "      <td>0.189383</td>\n",
-       "      <td>0.194916</td>\n",
-       "      <td>-5.532880e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1632</th>\n",
-       "      <td>0.077992</td>\n",
-       "      <td>0.090241</td>\n",
-       "      <td>-1.224841e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1633</th>\n",
-       "      <td>0.245340</td>\n",
-       "      <td>0.252539</td>\n",
-       "      <td>-7.198691e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1641</th>\n",
-       "      <td>0.093706</td>\n",
-       "      <td>0.094080</td>\n",
-       "      <td>-3.741495e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1643</th>\n",
-       "      <td>0.012064</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.206358e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1656</th>\n",
-       "      <td>0.058072</td>\n",
-       "      <td>0.057454</td>\n",
-       "      <td>6.177863e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1660</th>\n",
-       "      <td>0.138659</td>\n",
-       "      <td>0.134323</td>\n",
-       "      <td>4.335893e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1663</th>\n",
-       "      <td>0.217657</td>\n",
-       "      <td>0.217094</td>\n",
-       "      <td>5.623405e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1664</th>\n",
-       "      <td>0.491826</td>\n",
-       "      <td>0.522046</td>\n",
-       "      <td>-3.022035e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1666</th>\n",
-       "      <td>0.160267</td>\n",
-       "      <td>0.167510</td>\n",
-       "      <td>-7.242350e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1667</th>\n",
-       "      <td>0.219288</td>\n",
-       "      <td>0.223726</td>\n",
-       "      <td>-4.438386e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1673</th>\n",
-       "      <td>0.070694</td>\n",
-       "      <td>0.079424</td>\n",
-       "      <td>-8.729657e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1674</th>\n",
-       "      <td>0.463932</td>\n",
-       "      <td>0.475360</td>\n",
-       "      <td>-1.142770e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1678</th>\n",
-       "      <td>0.068228</td>\n",
-       "      <td>0.065262</td>\n",
-       "      <td>2.966311e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1681</th>\n",
-       "      <td>0.141507</td>\n",
-       "      <td>0.141920</td>\n",
-       "      <td>-4.130813e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1682</th>\n",
-       "      <td>0.144720</td>\n",
-       "      <td>0.146373</td>\n",
-       "      <td>-1.652679e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1684</th>\n",
-       "      <td>0.068359</td>\n",
-       "      <td>0.069731</td>\n",
-       "      <td>-1.371304e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1687</th>\n",
-       "      <td>0.119897</td>\n",
-       "      <td>0.120136</td>\n",
-       "      <td>-2.395770e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1696</th>\n",
-       "      <td>0.100435</td>\n",
-       "      <td>0.107815</td>\n",
-       "      <td>-7.379292e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1697</th>\n",
-       "      <td>0.219045</td>\n",
-       "      <td>0.218892</td>\n",
-       "      <td>1.528713e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1701</th>\n",
-       "      <td>0.130781</td>\n",
-       "      <td>0.132833</td>\n",
-       "      <td>-2.052197e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1706</th>\n",
-       "      <td>0.426523</td>\n",
-       "      <td>0.425603</td>\n",
-       "      <td>9.204185e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1710</th>\n",
-       "      <td>0.234141</td>\n",
-       "      <td>0.239887</td>\n",
-       "      <td>-5.745908e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1711</th>\n",
-       "      <td>0.185902</td>\n",
-       "      <td>0.191811</td>\n",
-       "      <td>-5.909306e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1723</th>\n",
-       "      <td>0.028616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.861551e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1729</th>\n",
-       "      <td>0.127511</td>\n",
-       "      <td>0.126981</td>\n",
-       "      <td>5.298381e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1730</th>\n",
-       "      <td>0.315126</td>\n",
-       "      <td>0.327765</td>\n",
-       "      <td>-1.263810e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1733</th>\n",
-       "      <td>0.146883</td>\n",
-       "      <td>0.150366</td>\n",
-       "      <td>-3.483318e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1735</th>\n",
-       "      <td>0.146916</td>\n",
-       "      <td>0.148047</td>\n",
-       "      <td>-1.131191e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1740</th>\n",
-       "      <td>0.170302</td>\n",
-       "      <td>0.170770</td>\n",
-       "      <td>-4.676066e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1741</th>\n",
-       "      <td>0.215506</td>\n",
-       "      <td>0.225845</td>\n",
-       "      <td>-1.033927e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1742</th>\n",
-       "      <td>0.296866</td>\n",
-       "      <td>0.305432</td>\n",
-       "      <td>-8.565466e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1743</th>\n",
-       "      <td>0.173273</td>\n",
-       "      <td>0.182593</td>\n",
-       "      <td>-9.320625e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1745</th>\n",
-       "      <td>0.598523</td>\n",
-       "      <td>0.606463</td>\n",
-       "      <td>-7.939764e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1746</th>\n",
-       "      <td>0.167203</td>\n",
-       "      <td>0.173627</td>\n",
-       "      <td>-6.423275e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1748</th>\n",
-       "      <td>0.008892</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.892354e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1750</th>\n",
-       "      <td>0.134216</td>\n",
-       "      <td>0.137344</td>\n",
-       "      <td>-3.127762e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1751</th>\n",
-       "      <td>0.103576</td>\n",
-       "      <td>0.102469</td>\n",
-       "      <td>1.107372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1764</th>\n",
-       "      <td>0.228143</td>\n",
-       "      <td>0.229686</td>\n",
-       "      <td>-1.542601e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1768</th>\n",
-       "      <td>0.014743</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.474350e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1769</th>\n",
-       "      <td>0.147876</td>\n",
-       "      <td>0.147422</td>\n",
-       "      <td>4.540364e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1775</th>\n",
-       "      <td>0.176231</td>\n",
-       "      <td>0.177744</td>\n",
-       "      <td>-1.512952e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1777</th>\n",
-       "      <td>0.012798</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.279802e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1780</th>\n",
-       "      <td>0.223832</td>\n",
-       "      <td>0.225006</td>\n",
-       "      <td>-1.174288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1784</th>\n",
-       "      <td>0.227444</td>\n",
-       "      <td>0.224463</td>\n",
-       "      <td>2.980232e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1788</th>\n",
-       "      <td>0.050091</td>\n",
-       "      <td>0.042233</td>\n",
-       "      <td>7.857459e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1795</th>\n",
-       "      <td>0.092562</td>\n",
-       "      <td>0.075277</td>\n",
-       "      <td>1.728531e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1796</th>\n",
-       "      <td>0.231610</td>\n",
-       "      <td>0.249014</td>\n",
-       "      <td>-1.740366e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1797</th>\n",
-       "      <td>0.103298</td>\n",
-       "      <td>0.101856</td>\n",
-       "      <td>1.441373e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1809</th>\n",
-       "      <td>0.067068</td>\n",
-       "      <td>0.067919</td>\n",
-       "      <td>-8.515556e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1814</th>\n",
-       "      <td>0.109140</td>\n",
-       "      <td>0.108963</td>\n",
-       "      <td>1.763137e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1819</th>\n",
-       "      <td>0.298660</td>\n",
-       "      <td>0.297740</td>\n",
-       "      <td>9.202030e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1821</th>\n",
-       "      <td>0.010321</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.032089e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1823</th>\n",
-       "      <td>0.120492</td>\n",
-       "      <td>0.122644</td>\n",
-       "      <td>-2.151833e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1825</th>\n",
-       "      <td>0.135770</td>\n",
-       "      <td>0.134035</td>\n",
-       "      <td>1.735323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1827</th>\n",
-       "      <td>0.254577</td>\n",
-       "      <td>0.259659</td>\n",
-       "      <td>-5.082125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1828</th>\n",
-       "      <td>0.008977</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.977227e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1829</th>\n",
-       "      <td>0.136684</td>\n",
-       "      <td>0.139815</td>\n",
-       "      <td>-3.130758e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1830</th>\n",
-       "      <td>0.199795</td>\n",
-       "      <td>0.199555</td>\n",
-       "      <td>2.396792e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1831</th>\n",
-       "      <td>0.205026</td>\n",
-       "      <td>0.205879</td>\n",
-       "      <td>-8.530295e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1833</th>\n",
-       "      <td>0.410574</td>\n",
-       "      <td>0.408228</td>\n",
-       "      <td>2.346365e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1834</th>\n",
-       "      <td>0.210310</td>\n",
-       "      <td>0.208836</td>\n",
-       "      <td>1.474005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1835</th>\n",
-       "      <td>0.109142</td>\n",
-       "      <td>0.124765</td>\n",
-       "      <td>-1.562296e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1836</th>\n",
-       "      <td>0.156349</td>\n",
-       "      <td>0.156230</td>\n",
-       "      <td>1.195568e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1838</th>\n",
-       "      <td>0.050880</td>\n",
-       "      <td>0.077509</td>\n",
-       "      <td>-2.662897e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1844</th>\n",
-       "      <td>0.158067</td>\n",
-       "      <td>0.142363</td>\n",
-       "      <td>1.570374e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1848</th>\n",
-       "      <td>0.130133</td>\n",
-       "      <td>0.126570</td>\n",
-       "      <td>3.562576e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1849</th>\n",
-       "      <td>0.106442</td>\n",
-       "      <td>0.105632</td>\n",
-       "      <td>8.098943e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1854</th>\n",
-       "      <td>0.151390</td>\n",
-       "      <td>0.154149</td>\n",
-       "      <td>-2.758904e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1859</th>\n",
-       "      <td>0.089736</td>\n",
-       "      <td>0.091949</td>\n",
-       "      <td>-2.213055e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1860</th>\n",
-       "      <td>0.057059</td>\n",
-       "      <td>0.065441</td>\n",
-       "      <td>-8.382323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1861</th>\n",
-       "      <td>0.233597</td>\n",
-       "      <td>0.233678</td>\n",
-       "      <td>-8.144413e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1870</th>\n",
-       "      <td>0.096414</td>\n",
-       "      <td>0.114114</td>\n",
-       "      <td>-1.769994e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1873</th>\n",
-       "      <td>0.095583</td>\n",
-       "      <td>0.098470</td>\n",
-       "      <td>-2.886705e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1877</th>\n",
-       "      <td>0.138038</td>\n",
-       "      <td>0.144214</td>\n",
-       "      <td>-6.176168e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1878</th>\n",
-       "      <td>0.746367</td>\n",
-       "      <td>0.752718</td>\n",
-       "      <td>-6.351434e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1879</th>\n",
-       "      <td>0.333072</td>\n",
-       "      <td>0.333461</td>\n",
-       "      <td>-3.887343e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1886</th>\n",
-       "      <td>0.102914</td>\n",
-       "      <td>0.104578</td>\n",
-       "      <td>-1.663522e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1889</th>\n",
-       "      <td>0.181333</td>\n",
-       "      <td>0.182147</td>\n",
-       "      <td>-8.141559e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1894</th>\n",
-       "      <td>0.190836</td>\n",
-       "      <td>0.190163</td>\n",
-       "      <td>6.728255e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1896</th>\n",
-       "      <td>0.158368</td>\n",
-       "      <td>0.158728</td>\n",
-       "      <td>-3.603290e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1912</th>\n",
-       "      <td>0.415754</td>\n",
-       "      <td>0.416066</td>\n",
-       "      <td>-3.120801e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1913</th>\n",
-       "      <td>0.062297</td>\n",
-       "      <td>0.064331</td>\n",
-       "      <td>-2.033981e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1914</th>\n",
-       "      <td>0.173534</td>\n",
-       "      <td>0.174138</td>\n",
-       "      <td>-6.038469e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1919</th>\n",
-       "      <td>0.180895</td>\n",
-       "      <td>0.201225</td>\n",
-       "      <td>-2.032981e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1922</th>\n",
-       "      <td>0.444457</td>\n",
-       "      <td>0.443443</td>\n",
-       "      <td>1.014842e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1929</th>\n",
-       "      <td>0.072260</td>\n",
-       "      <td>0.071445</td>\n",
-       "      <td>8.157019e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1936</th>\n",
-       "      <td>0.072702</td>\n",
-       "      <td>0.067717</td>\n",
-       "      <td>4.985030e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1937</th>\n",
-       "      <td>0.053661</td>\n",
-       "      <td>0.071387</td>\n",
-       "      <td>-1.772630e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1938</th>\n",
-       "      <td>0.745639</td>\n",
-       "      <td>0.746364</td>\n",
-       "      <td>-7.253757e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1942</th>\n",
-       "      <td>0.238522</td>\n",
-       "      <td>0.248773</td>\n",
-       "      <td>-1.025153e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1946</th>\n",
-       "      <td>0.014788</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.478782e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1949</th>\n",
-       "      <td>0.173983</td>\n",
-       "      <td>0.178186</td>\n",
-       "      <td>-4.203245e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1951</th>\n",
-       "      <td>0.112728</td>\n",
-       "      <td>0.112059</td>\n",
-       "      <td>6.686835e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1952</th>\n",
-       "      <td>0.073191</td>\n",
-       "      <td>0.068527</td>\n",
-       "      <td>4.664632e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1953</th>\n",
-       "      <td>0.331690</td>\n",
-       "      <td>0.334054</td>\n",
-       "      <td>-2.363788e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1955</th>\n",
-       "      <td>0.221758</td>\n",
-       "      <td>0.231272</td>\n",
-       "      <td>-9.513695e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1956</th>\n",
-       "      <td>0.148257</td>\n",
-       "      <td>0.152850</td>\n",
-       "      <td>-4.592808e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1959</th>\n",
-       "      <td>0.229185</td>\n",
-       "      <td>0.232135</td>\n",
-       "      <td>-2.950402e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1963</th>\n",
-       "      <td>0.188807</td>\n",
-       "      <td>0.186643</td>\n",
-       "      <td>2.163723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1968</th>\n",
-       "      <td>0.090883</td>\n",
-       "      <td>0.096205</td>\n",
-       "      <td>-5.321743e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1980</th>\n",
-       "      <td>0.147898</td>\n",
-       "      <td>0.164881</td>\n",
-       "      <td>-1.698356e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1985</th>\n",
-       "      <td>0.203711</td>\n",
-       "      <td>0.206052</td>\n",
-       "      <td>-2.341719e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1986</th>\n",
-       "      <td>0.084128</td>\n",
-       "      <td>0.077721</td>\n",
-       "      <td>6.406837e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1988</th>\n",
-       "      <td>0.185507</td>\n",
-       "      <td>0.177436</td>\n",
-       "      <td>8.071820e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1990</th>\n",
-       "      <td>0.194932</td>\n",
-       "      <td>0.196738</td>\n",
-       "      <td>-1.805786e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1991</th>\n",
-       "      <td>0.008448</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.447758e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1993</th>\n",
-       "      <td>0.127468</td>\n",
-       "      <td>0.128544</td>\n",
-       "      <td>-1.075735e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1995</th>\n",
-       "      <td>0.032037</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.203696e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1997</th>\n",
-       "      <td>0.162402</td>\n",
-       "      <td>0.165402</td>\n",
-       "      <td>-2.999729e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2004</th>\n",
-       "      <td>0.351015</td>\n",
-       "      <td>0.354279</td>\n",
-       "      <td>-3.264126e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2008</th>\n",
-       "      <td>0.336795</td>\n",
-       "      <td>0.337392</td>\n",
-       "      <td>-5.967721e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2021</th>\n",
-       "      <td>0.167587</td>\n",
-       "      <td>0.172553</td>\n",
-       "      <td>-4.965866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2022</th>\n",
-       "      <td>0.080474</td>\n",
-       "      <td>0.081024</td>\n",
-       "      <td>-5.497484e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2024</th>\n",
-       "      <td>0.395219</td>\n",
-       "      <td>0.402419</td>\n",
-       "      <td>-7.199243e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2026</th>\n",
-       "      <td>0.064002</td>\n",
-       "      <td>0.065750</td>\n",
-       "      <td>-1.748330e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2027</th>\n",
-       "      <td>0.360963</td>\n",
-       "      <td>0.371603</td>\n",
-       "      <td>-1.063918e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2029</th>\n",
-       "      <td>0.009433</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.432873e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2034</th>\n",
-       "      <td>0.089009</td>\n",
-       "      <td>0.089717</td>\n",
-       "      <td>-7.082717e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2036</th>\n",
-       "      <td>0.215419</td>\n",
-       "      <td>0.214216</td>\n",
-       "      <td>1.202716e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2037</th>\n",
-       "      <td>0.341352</td>\n",
-       "      <td>0.344278</td>\n",
-       "      <td>-2.925833e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2038</th>\n",
-       "      <td>0.165355</td>\n",
-       "      <td>0.173637</td>\n",
-       "      <td>-8.281943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2039</th>\n",
-       "      <td>0.090954</td>\n",
-       "      <td>0.089748</td>\n",
-       "      <td>1.205685e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2041</th>\n",
-       "      <td>0.128121</td>\n",
-       "      <td>0.133512</td>\n",
-       "      <td>-5.390631e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2045</th>\n",
-       "      <td>0.703356</td>\n",
-       "      <td>0.703515</td>\n",
-       "      <td>-1.588741e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2048</th>\n",
-       "      <td>0.353842</td>\n",
-       "      <td>0.357141</td>\n",
-       "      <td>-3.299249e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2052</th>\n",
-       "      <td>0.117555</td>\n",
-       "      <td>0.116537</td>\n",
-       "      <td>1.018358e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2055</th>\n",
-       "      <td>0.141796</td>\n",
-       "      <td>0.142530</td>\n",
-       "      <td>-7.335195e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2065</th>\n",
-       "      <td>0.223933</td>\n",
-       "      <td>0.225661</td>\n",
-       "      <td>-1.728109e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2066</th>\n",
-       "      <td>0.134301</td>\n",
-       "      <td>0.134044</td>\n",
-       "      <td>2.577361e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2070</th>\n",
-       "      <td>0.103030</td>\n",
-       "      <td>0.100459</td>\n",
-       "      <td>2.570969e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2072</th>\n",
-       "      <td>0.273581</td>\n",
-       "      <td>0.280050</td>\n",
-       "      <td>-6.469218e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2087</th>\n",
-       "      <td>0.444983</td>\n",
-       "      <td>0.444648</td>\n",
-       "      <td>3.356989e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2092</th>\n",
-       "      <td>0.133727</td>\n",
-       "      <td>0.136769</td>\n",
-       "      <td>-3.041874e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2093</th>\n",
-       "      <td>0.389749</td>\n",
-       "      <td>0.390231</td>\n",
-       "      <td>-4.817270e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2094</th>\n",
-       "      <td>0.178421</td>\n",
-       "      <td>0.179188</td>\n",
-       "      <td>-7.667868e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2104</th>\n",
-       "      <td>0.153477</td>\n",
-       "      <td>0.158197</td>\n",
-       "      <td>-4.719752e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2112</th>\n",
-       "      <td>0.287826</td>\n",
-       "      <td>0.287119</td>\n",
-       "      <td>7.073397e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2116</th>\n",
-       "      <td>0.240879</td>\n",
-       "      <td>0.246678</td>\n",
-       "      <td>-5.798996e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2119</th>\n",
-       "      <td>0.074731</td>\n",
-       "      <td>0.071763</td>\n",
-       "      <td>2.968910e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2122</th>\n",
-       "      <td>0.008981</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.981039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2125</th>\n",
-       "      <td>0.138219</td>\n",
-       "      <td>0.139361</td>\n",
-       "      <td>-1.142732e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2127</th>\n",
-       "      <td>0.102144</td>\n",
-       "      <td>0.098633</td>\n",
-       "      <td>3.510828e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2128</th>\n",
-       "      <td>0.350641</td>\n",
-       "      <td>0.357560</td>\n",
-       "      <td>-6.919061e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2131</th>\n",
-       "      <td>0.025319</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.531872e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2133</th>\n",
-       "      <td>0.014323</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.432295e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2134</th>\n",
-       "      <td>0.348702</td>\n",
-       "      <td>0.344521</td>\n",
-       "      <td>4.181553e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2139</th>\n",
-       "      <td>0.109340</td>\n",
-       "      <td>0.111556</td>\n",
-       "      <td>-2.215656e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2144</th>\n",
-       "      <td>0.134909</td>\n",
-       "      <td>0.133455</td>\n",
-       "      <td>1.454477e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2147</th>\n",
-       "      <td>0.050031</td>\n",
-       "      <td>0.048805</td>\n",
-       "      <td>1.226115e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2150</th>\n",
-       "      <td>0.149031</td>\n",
-       "      <td>0.150135</td>\n",
-       "      <td>-1.104581e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2155</th>\n",
-       "      <td>0.168226</td>\n",
-       "      <td>0.169179</td>\n",
-       "      <td>-9.532675e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2156</th>\n",
-       "      <td>0.157364</td>\n",
-       "      <td>0.158729</td>\n",
-       "      <td>-1.365059e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2159</th>\n",
-       "      <td>0.014636</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.463596e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2169</th>\n",
-       "      <td>0.013210</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.321025e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2183</th>\n",
-       "      <td>0.127406</td>\n",
-       "      <td>0.129599</td>\n",
-       "      <td>-2.192866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2184</th>\n",
-       "      <td>0.116701</td>\n",
-       "      <td>0.113521</td>\n",
-       "      <td>3.180271e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2186</th>\n",
-       "      <td>0.108937</td>\n",
-       "      <td>0.107749</td>\n",
-       "      <td>1.187562e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2187</th>\n",
-       "      <td>0.116790</td>\n",
-       "      <td>0.111485</td>\n",
-       "      <td>5.304285e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2189</th>\n",
-       "      <td>0.213336</td>\n",
-       "      <td>0.212862</td>\n",
-       "      <td>4.738995e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2193</th>\n",
-       "      <td>0.124106</td>\n",
-       "      <td>0.125622</td>\n",
-       "      <td>-1.516325e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2194</th>\n",
-       "      <td>0.063025</td>\n",
-       "      <td>0.061288</td>\n",
-       "      <td>1.737503e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2206</th>\n",
-       "      <td>0.227047</td>\n",
-       "      <td>0.226775</td>\n",
-       "      <td>2.719314e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2208</th>\n",
-       "      <td>0.238140</td>\n",
-       "      <td>0.237454</td>\n",
-       "      <td>6.858262e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2209</th>\n",
-       "      <td>0.054894</td>\n",
-       "      <td>0.055896</td>\n",
-       "      <td>-1.001274e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2216</th>\n",
-       "      <td>0.099151</td>\n",
-       "      <td>0.099259</td>\n",
-       "      <td>-1.079291e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2218</th>\n",
-       "      <td>0.009205</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.205377e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2229</th>\n",
-       "      <td>0.050416</td>\n",
-       "      <td>0.051296</td>\n",
-       "      <td>-8.805273e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2234</th>\n",
-       "      <td>0.071133</td>\n",
-       "      <td>0.071832</td>\n",
-       "      <td>-6.998206e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2237</th>\n",
-       "      <td>0.096758</td>\n",
-       "      <td>0.098524</td>\n",
-       "      <td>-1.765854e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2242</th>\n",
-       "      <td>0.158697</td>\n",
-       "      <td>0.159435</td>\n",
-       "      <td>-7.376470e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2252</th>\n",
-       "      <td>0.229637</td>\n",
-       "      <td>0.226966</td>\n",
-       "      <td>2.670783e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2256</th>\n",
-       "      <td>0.012485</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.248488e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2265</th>\n",
-       "      <td>0.228437</td>\n",
-       "      <td>0.230760</td>\n",
-       "      <td>-2.322841e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2266</th>\n",
-       "      <td>0.229387</td>\n",
-       "      <td>0.232776</td>\n",
-       "      <td>-3.389583e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2267</th>\n",
-       "      <td>0.284167</td>\n",
-       "      <td>0.289837</td>\n",
-       "      <td>-5.669927e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2276</th>\n",
-       "      <td>0.195852</td>\n",
-       "      <td>0.197102</td>\n",
-       "      <td>-1.250476e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2288</th>\n",
-       "      <td>0.012972</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.297207e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2291</th>\n",
-       "      <td>0.322463</td>\n",
-       "      <td>0.329681</td>\n",
-       "      <td>-7.217839e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2298</th>\n",
-       "      <td>0.324324</td>\n",
-       "      <td>0.324959</td>\n",
-       "      <td>-6.355340e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2305</th>\n",
-       "      <td>0.119435</td>\n",
-       "      <td>0.117688</td>\n",
-       "      <td>1.746275e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2308</th>\n",
-       "      <td>0.014335</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.433510e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2311</th>\n",
-       "      <td>0.083612</td>\n",
-       "      <td>0.084273</td>\n",
-       "      <td>-6.611795e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2319</th>\n",
-       "      <td>0.076106</td>\n",
-       "      <td>0.078473</td>\n",
-       "      <td>-2.366911e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2321</th>\n",
-       "      <td>0.013224</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.322415e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2323</th>\n",
-       "      <td>0.227709</td>\n",
-       "      <td>0.237994</td>\n",
-       "      <td>-1.028508e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2325</th>\n",
-       "      <td>0.161619</td>\n",
-       "      <td>0.165022</td>\n",
-       "      <td>-3.402544e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2332</th>\n",
-       "      <td>0.017915</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.791514e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2334</th>\n",
-       "      <td>0.013286</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.328635e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2336</th>\n",
-       "      <td>0.334383</td>\n",
-       "      <td>0.334030</td>\n",
-       "      <td>3.535305e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2359</th>\n",
-       "      <td>0.072343</td>\n",
-       "      <td>0.071439</td>\n",
-       "      <td>9.039823e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2361</th>\n",
-       "      <td>0.021966</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.196614e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2362</th>\n",
-       "      <td>0.230257</td>\n",
-       "      <td>0.232692</td>\n",
-       "      <td>-2.434861e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2365</th>\n",
-       "      <td>0.186698</td>\n",
-       "      <td>0.186727</td>\n",
-       "      <td>-2.885882e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2366</th>\n",
-       "      <td>0.729047</td>\n",
-       "      <td>0.728880</td>\n",
-       "      <td>1.669708e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2370</th>\n",
-       "      <td>0.181644</td>\n",
-       "      <td>0.182945</td>\n",
-       "      <td>-1.301937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2371</th>\n",
-       "      <td>0.020980</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.098029e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2373</th>\n",
-       "      <td>0.060276</td>\n",
-       "      <td>0.060658</td>\n",
-       "      <td>-3.817787e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2379</th>\n",
-       "      <td>0.143853</td>\n",
-       "      <td>0.143692</td>\n",
-       "      <td>1.603275e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2383</th>\n",
-       "      <td>0.124701</td>\n",
-       "      <td>0.126982</td>\n",
-       "      <td>-2.280780e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2390</th>\n",
-       "      <td>0.064349</td>\n",
-       "      <td>0.066816</td>\n",
-       "      <td>-2.466622e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2395</th>\n",
-       "      <td>0.281518</td>\n",
-       "      <td>0.279042</td>\n",
-       "      <td>2.476123e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2401</th>\n",
-       "      <td>0.075323</td>\n",
-       "      <td>0.078140</td>\n",
-       "      <td>-2.817398e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2402</th>\n",
-       "      <td>0.169140</td>\n",
-       "      <td>0.169090</td>\n",
-       "      <td>5.039898e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2403</th>\n",
-       "      <td>0.058788</td>\n",
-       "      <td>0.064034</td>\n",
-       "      <td>-5.246486e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2407</th>\n",
-       "      <td>0.260911</td>\n",
-       "      <td>0.269919</td>\n",
-       "      <td>-9.008497e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2408</th>\n",
-       "      <td>0.135268</td>\n",
-       "      <td>0.135771</td>\n",
-       "      <td>-5.038997e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2409</th>\n",
-       "      <td>0.181482</td>\n",
-       "      <td>0.181572</td>\n",
-       "      <td>-9.011682e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2413</th>\n",
-       "      <td>0.214931</td>\n",
-       "      <td>0.215967</td>\n",
-       "      <td>-1.035651e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2423</th>\n",
-       "      <td>0.269718</td>\n",
-       "      <td>0.269659</td>\n",
-       "      <td>5.939482e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2424</th>\n",
-       "      <td>0.240069</td>\n",
-       "      <td>0.239466</td>\n",
-       "      <td>6.032584e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2428</th>\n",
-       "      <td>0.248070</td>\n",
-       "      <td>0.259882</td>\n",
-       "      <td>-1.181199e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2430</th>\n",
-       "      <td>0.207649</td>\n",
-       "      <td>0.207656</td>\n",
-       "      <td>-6.708071e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2431</th>\n",
-       "      <td>0.161016</td>\n",
-       "      <td>0.159199</td>\n",
-       "      <td>1.816748e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2435</th>\n",
-       "      <td>0.166269</td>\n",
-       "      <td>0.168542</td>\n",
-       "      <td>-2.272776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2439</th>\n",
-       "      <td>0.137373</td>\n",
-       "      <td>0.141866</td>\n",
-       "      <td>-4.492711e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2440</th>\n",
-       "      <td>0.083897</td>\n",
-       "      <td>0.087044</td>\n",
-       "      <td>-3.147095e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2447</th>\n",
-       "      <td>0.093947</td>\n",
-       "      <td>0.095343</td>\n",
-       "      <td>-1.396018e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2458</th>\n",
-       "      <td>0.008998</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.998475e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2464</th>\n",
-       "      <td>0.071414</td>\n",
-       "      <td>0.071949</td>\n",
-       "      <td>-5.346197e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2468</th>\n",
-       "      <td>0.214447</td>\n",
-       "      <td>0.215499</td>\n",
-       "      <td>-1.051730e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2469</th>\n",
-       "      <td>0.184093</td>\n",
-       "      <td>0.186502</td>\n",
-       "      <td>-2.408983e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2476</th>\n",
-       "      <td>0.068306</td>\n",
-       "      <td>0.067077</td>\n",
-       "      <td>1.229284e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2478</th>\n",
-       "      <td>0.215102</td>\n",
-       "      <td>0.216138</td>\n",
-       "      <td>-1.035041e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2480</th>\n",
-       "      <td>0.134619</td>\n",
-       "      <td>0.134765</td>\n",
-       "      <td>-1.460800e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2483</th>\n",
-       "      <td>0.107584</td>\n",
-       "      <td>0.112418</td>\n",
-       "      <td>-4.834139e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2487</th>\n",
-       "      <td>0.243667</td>\n",
-       "      <td>0.243681</td>\n",
-       "      <td>-1.397931e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2489</th>\n",
-       "      <td>0.203277</td>\n",
-       "      <td>0.203057</td>\n",
-       "      <td>2.200001e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2492</th>\n",
-       "      <td>0.124690</td>\n",
-       "      <td>0.128718</td>\n",
-       "      <td>-4.027300e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2494</th>\n",
-       "      <td>0.181274</td>\n",
-       "      <td>0.180781</td>\n",
-       "      <td>4.928922e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2495</th>\n",
-       "      <td>0.190057</td>\n",
-       "      <td>0.190932</td>\n",
-       "      <td>-8.745448e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2498</th>\n",
-       "      <td>0.007451</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.450667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2503</th>\n",
-       "      <td>0.150106</td>\n",
-       "      <td>0.151133</td>\n",
-       "      <td>-1.026664e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2505</th>\n",
-       "      <td>0.335729</td>\n",
-       "      <td>0.351754</td>\n",
-       "      <td>-1.602465e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2507</th>\n",
-       "      <td>0.416038</td>\n",
-       "      <td>0.419172</td>\n",
-       "      <td>-3.134061e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2511</th>\n",
-       "      <td>0.235334</td>\n",
-       "      <td>0.234211</td>\n",
-       "      <td>1.123068e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2515</th>\n",
-       "      <td>0.419259</td>\n",
-       "      <td>0.425958</td>\n",
-       "      <td>-6.699661e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2517</th>\n",
-       "      <td>0.196041</td>\n",
-       "      <td>0.195444</td>\n",
-       "      <td>5.974047e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2520</th>\n",
-       "      <td>0.163994</td>\n",
-       "      <td>0.166043</td>\n",
-       "      <td>-2.048372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2525</th>\n",
-       "      <td>0.124946</td>\n",
-       "      <td>0.125458</td>\n",
-       "      <td>-5.128179e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2529</th>\n",
-       "      <td>0.016507</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.650682e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2532</th>\n",
-       "      <td>0.150603</td>\n",
-       "      <td>0.152284</td>\n",
-       "      <td>-1.680389e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2533</th>\n",
-       "      <td>0.137445</td>\n",
-       "      <td>0.136926</td>\n",
-       "      <td>5.192876e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2534</th>\n",
-       "      <td>0.357269</td>\n",
-       "      <td>0.359167</td>\n",
-       "      <td>-1.897726e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2540</th>\n",
-       "      <td>0.273856</td>\n",
-       "      <td>0.273867</td>\n",
-       "      <td>-1.126868e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2546</th>\n",
-       "      <td>0.187495</td>\n",
-       "      <td>0.177694</td>\n",
-       "      <td>9.800826e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2548</th>\n",
-       "      <td>0.195753</td>\n",
-       "      <td>0.196058</td>\n",
-       "      <td>-3.043667e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2554</th>\n",
-       "      <td>0.116633</td>\n",
-       "      <td>0.118865</td>\n",
-       "      <td>-2.232668e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2557</th>\n",
-       "      <td>0.094015</td>\n",
-       "      <td>0.094186</td>\n",
-       "      <td>-1.706824e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2565</th>\n",
-       "      <td>0.291302</td>\n",
-       "      <td>0.301465</td>\n",
-       "      <td>-1.016376e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2568</th>\n",
-       "      <td>0.105075</td>\n",
-       "      <td>0.104163</td>\n",
-       "      <td>9.120056e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2569</th>\n",
-       "      <td>0.008211</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.211103e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2570</th>\n",
-       "      <td>0.122743</td>\n",
-       "      <td>0.123416</td>\n",
-       "      <td>-6.729868e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2575</th>\n",
-       "      <td>0.222544</td>\n",
-       "      <td>0.223504</td>\n",
-       "      <td>-9.599391e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2580</th>\n",
-       "      <td>0.280221</td>\n",
-       "      <td>0.280257</td>\n",
-       "      <td>-3.620236e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2581</th>\n",
-       "      <td>0.290000</td>\n",
-       "      <td>0.289896</td>\n",
-       "      <td>1.039532e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2584</th>\n",
-       "      <td>0.120154</td>\n",
-       "      <td>0.121224</td>\n",
-       "      <td>-1.069743e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2598</th>\n",
-       "      <td>0.683606</td>\n",
-       "      <td>0.683763</td>\n",
-       "      <td>-1.570446e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2600</th>\n",
-       "      <td>0.119016</td>\n",
-       "      <td>0.123902</td>\n",
-       "      <td>-4.885929e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2602</th>\n",
-       "      <td>0.400808</td>\n",
-       "      <td>0.413205</td>\n",
-       "      <td>-1.239773e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2615</th>\n",
-       "      <td>0.142128</td>\n",
-       "      <td>0.143698</td>\n",
-       "      <td>-1.570144e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2619</th>\n",
-       "      <td>0.112277</td>\n",
-       "      <td>0.113477</td>\n",
-       "      <td>-1.199367e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2623</th>\n",
-       "      <td>0.287290</td>\n",
-       "      <td>0.292691</td>\n",
-       "      <td>-5.401014e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2624</th>\n",
-       "      <td>0.423759</td>\n",
-       "      <td>0.424055</td>\n",
-       "      <td>-2.958882e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2627</th>\n",
-       "      <td>0.207384</td>\n",
-       "      <td>0.205790</td>\n",
-       "      <td>1.594239e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2629</th>\n",
-       "      <td>0.074371</td>\n",
-       "      <td>0.077985</td>\n",
-       "      <td>-3.614430e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2632</th>\n",
-       "      <td>0.166522</td>\n",
-       "      <td>0.165535</td>\n",
-       "      <td>9.869275e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2633</th>\n",
-       "      <td>0.310794</td>\n",
-       "      <td>0.317119</td>\n",
-       "      <td>-6.325255e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2634</th>\n",
-       "      <td>0.007614</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.614470e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2639</th>\n",
-       "      <td>0.120225</td>\n",
-       "      <td>0.122091</td>\n",
-       "      <td>-1.865992e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2644</th>\n",
-       "      <td>0.139221</td>\n",
-       "      <td>0.139367</td>\n",
-       "      <td>-1.459229e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2650</th>\n",
-       "      <td>0.199437</td>\n",
-       "      <td>0.201359</td>\n",
-       "      <td>-1.922005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2659</th>\n",
-       "      <td>0.135264</td>\n",
-       "      <td>0.136974</td>\n",
-       "      <td>-1.709935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2661</th>\n",
-       "      <td>0.126443</td>\n",
-       "      <td>0.130265</td>\n",
-       "      <td>-3.821954e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2663</th>\n",
-       "      <td>0.122259</td>\n",
-       "      <td>0.121161</td>\n",
-       "      <td>1.097818e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2668</th>\n",
-       "      <td>0.138885</td>\n",
-       "      <td>0.141359</td>\n",
-       "      <td>-2.473784e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2678</th>\n",
-       "      <td>0.061629</td>\n",
-       "      <td>0.063146</td>\n",
-       "      <td>-1.517918e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2683</th>\n",
-       "      <td>0.071085</td>\n",
-       "      <td>0.062655</td>\n",
-       "      <td>8.429641e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2685</th>\n",
-       "      <td>0.272811</td>\n",
-       "      <td>0.275015</td>\n",
-       "      <td>-2.203600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2690</th>\n",
-       "      <td>0.238585</td>\n",
-       "      <td>0.239201</td>\n",
-       "      <td>-6.158666e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2693</th>\n",
-       "      <td>0.133259</td>\n",
-       "      <td>0.134601</td>\n",
-       "      <td>-1.341861e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2695</th>\n",
-       "      <td>0.144570</td>\n",
-       "      <td>0.145518</td>\n",
-       "      <td>-9.479999e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2696</th>\n",
-       "      <td>0.170148</td>\n",
-       "      <td>0.163495</td>\n",
-       "      <td>6.652712e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2699</th>\n",
-       "      <td>0.331873</td>\n",
-       "      <td>0.333181</td>\n",
-       "      <td>-1.308144e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2700</th>\n",
-       "      <td>0.143963</td>\n",
-       "      <td>0.144890</td>\n",
-       "      <td>-9.263498e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2708</th>\n",
-       "      <td>0.224099</td>\n",
-       "      <td>0.224735</td>\n",
-       "      <td>-6.356748e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2712</th>\n",
-       "      <td>0.192496</td>\n",
-       "      <td>0.187464</td>\n",
-       "      <td>5.031728e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2724</th>\n",
-       "      <td>0.090829</td>\n",
-       "      <td>0.093026</td>\n",
-       "      <td>-2.197316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2728</th>\n",
-       "      <td>0.390083</td>\n",
-       "      <td>0.392178</td>\n",
-       "      <td>-2.095057e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2731</th>\n",
-       "      <td>0.151792</td>\n",
-       "      <td>0.154292</td>\n",
-       "      <td>-2.500506e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2732</th>\n",
-       "      <td>0.287925</td>\n",
-       "      <td>0.287461</td>\n",
-       "      <td>4.640606e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2734</th>\n",
-       "      <td>0.165563</td>\n",
-       "      <td>0.164681</td>\n",
-       "      <td>8.823707e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2735</th>\n",
-       "      <td>0.120844</td>\n",
-       "      <td>0.122249</td>\n",
-       "      <td>-1.404890e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2737</th>\n",
-       "      <td>0.119422</td>\n",
-       "      <td>0.121008</td>\n",
-       "      <td>-1.585915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2739</th>\n",
-       "      <td>0.235011</td>\n",
-       "      <td>0.232012</td>\n",
-       "      <td>2.998670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2743</th>\n",
-       "      <td>0.161186</td>\n",
-       "      <td>0.164050</td>\n",
-       "      <td>-2.863395e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2751</th>\n",
-       "      <td>0.275526</td>\n",
-       "      <td>0.275958</td>\n",
-       "      <td>-4.315646e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2760</th>\n",
-       "      <td>0.223930</td>\n",
-       "      <td>0.222908</td>\n",
-       "      <td>1.022126e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2762</th>\n",
-       "      <td>0.138525</td>\n",
-       "      <td>0.142320</td>\n",
-       "      <td>-3.794745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2775</th>\n",
-       "      <td>0.105147</td>\n",
-       "      <td>0.097960</td>\n",
-       "      <td>7.187174e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2776</th>\n",
-       "      <td>0.008759</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.759030e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2777</th>\n",
-       "      <td>0.134658</td>\n",
-       "      <td>0.132408</td>\n",
-       "      <td>2.249581e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2783</th>\n",
-       "      <td>0.250680</td>\n",
-       "      <td>0.255093</td>\n",
-       "      <td>-4.413295e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2786</th>\n",
-       "      <td>0.292921</td>\n",
-       "      <td>0.295691</td>\n",
-       "      <td>-2.769840e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2792</th>\n",
-       "      <td>0.213190</td>\n",
-       "      <td>0.213365</td>\n",
-       "      <td>-1.753445e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2794</th>\n",
-       "      <td>0.019548</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.954771e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2797</th>\n",
-       "      <td>0.127953</td>\n",
-       "      <td>0.128692</td>\n",
-       "      <td>-7.396458e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2802</th>\n",
-       "      <td>0.021135</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.113521e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2810</th>\n",
-       "      <td>0.201388</td>\n",
-       "      <td>0.205564</td>\n",
-       "      <td>-4.176375e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2812</th>\n",
-       "      <td>0.145589</td>\n",
-       "      <td>0.146817</td>\n",
-       "      <td>-1.227235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2818</th>\n",
-       "      <td>0.070467</td>\n",
-       "      <td>0.074242</td>\n",
-       "      <td>-3.774746e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2820</th>\n",
-       "      <td>0.007656</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.656183e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2823</th>\n",
-       "      <td>0.167893</td>\n",
-       "      <td>0.171530</td>\n",
-       "      <td>-3.636928e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2827</th>\n",
-       "      <td>0.288930</td>\n",
-       "      <td>0.295025</td>\n",
-       "      <td>-6.094913e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2830</th>\n",
-       "      <td>0.014485</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.448529e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2846</th>\n",
-       "      <td>0.325945</td>\n",
-       "      <td>0.334130</td>\n",
-       "      <td>-8.184465e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2847</th>\n",
-       "      <td>0.126849</td>\n",
-       "      <td>0.127112</td>\n",
-       "      <td>-2.633289e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2852</th>\n",
-       "      <td>0.112917</td>\n",
-       "      <td>0.104137</td>\n",
-       "      <td>8.779859e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2865</th>\n",
-       "      <td>0.178818</td>\n",
-       "      <td>0.180335</td>\n",
-       "      <td>-1.517136e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2867</th>\n",
-       "      <td>0.176863</td>\n",
-       "      <td>0.176912</td>\n",
-       "      <td>-4.912778e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2868</th>\n",
-       "      <td>0.315012</td>\n",
-       "      <td>0.316741</td>\n",
-       "      <td>-1.728508e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2870</th>\n",
-       "      <td>0.069889</td>\n",
-       "      <td>0.070999</td>\n",
-       "      <td>-1.110115e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2873</th>\n",
-       "      <td>0.010140</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.013965e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2875</th>\n",
-       "      <td>0.012380</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.238029e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2876</th>\n",
-       "      <td>0.296639</td>\n",
-       "      <td>0.303538</td>\n",
-       "      <td>-6.898961e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2881</th>\n",
-       "      <td>0.053915</td>\n",
-       "      <td>0.054970</td>\n",
-       "      <td>-1.054735e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2882</th>\n",
-       "      <td>0.085998</td>\n",
-       "      <td>0.083485</td>\n",
-       "      <td>2.513662e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2885</th>\n",
-       "      <td>0.077557</td>\n",
-       "      <td>0.068975</td>\n",
-       "      <td>8.581894e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2889</th>\n",
-       "      <td>0.145913</td>\n",
-       "      <td>0.142278</td>\n",
-       "      <td>3.634527e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2890</th>\n",
-       "      <td>0.140719</td>\n",
-       "      <td>0.146033</td>\n",
-       "      <td>-5.314172e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2896</th>\n",
-       "      <td>0.139971</td>\n",
-       "      <td>0.141926</td>\n",
-       "      <td>-1.954924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2899</th>\n",
-       "      <td>0.114770</td>\n",
-       "      <td>0.114116</td>\n",
-       "      <td>6.542048e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2903</th>\n",
-       "      <td>0.155916</td>\n",
-       "      <td>0.158815</td>\n",
-       "      <td>-2.899518e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2904</th>\n",
-       "      <td>0.161571</td>\n",
-       "      <td>0.162935</td>\n",
-       "      <td>-1.363938e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2909</th>\n",
-       "      <td>0.094988</td>\n",
-       "      <td>0.094641</td>\n",
-       "      <td>3.472513e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2916</th>\n",
-       "      <td>0.322293</td>\n",
-       "      <td>0.327912</td>\n",
-       "      <td>-5.619013e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2917</th>\n",
-       "      <td>0.247419</td>\n",
-       "      <td>0.250269</td>\n",
-       "      <td>-2.849559e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2919</th>\n",
-       "      <td>0.025772</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.577176e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2930</th>\n",
-       "      <td>0.068911</td>\n",
-       "      <td>0.073337</td>\n",
-       "      <td>-4.426870e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2936</th>\n",
-       "      <td>0.282099</td>\n",
-       "      <td>0.286421</td>\n",
-       "      <td>-4.321713e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2937</th>\n",
-       "      <td>0.010233</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.023273e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2939</th>\n",
-       "      <td>0.274056</td>\n",
-       "      <td>0.281295</td>\n",
-       "      <td>-7.239686e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2945</th>\n",
-       "      <td>0.143972</td>\n",
-       "      <td>0.146077</td>\n",
-       "      <td>-2.105393e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2946</th>\n",
-       "      <td>0.390456</td>\n",
-       "      <td>0.413855</td>\n",
-       "      <td>-2.339941e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2947</th>\n",
-       "      <td>0.008109</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.108871e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2949</th>\n",
-       "      <td>0.083699</td>\n",
-       "      <td>0.084145</td>\n",
-       "      <td>-4.467817e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2951</th>\n",
-       "      <td>0.392896</td>\n",
-       "      <td>0.396758</td>\n",
-       "      <td>-3.861376e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2956</th>\n",
-       "      <td>0.175429</td>\n",
-       "      <td>0.175964</td>\n",
-       "      <td>-5.347342e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2964</th>\n",
-       "      <td>0.099860</td>\n",
-       "      <td>0.103357</td>\n",
-       "      <td>-3.496946e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2968</th>\n",
-       "      <td>0.091384</td>\n",
-       "      <td>0.091446</td>\n",
-       "      <td>-6.147093e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2969</th>\n",
-       "      <td>0.176411</td>\n",
-       "      <td>0.178423</td>\n",
-       "      <td>-2.012101e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2970</th>\n",
-       "      <td>0.007522</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.521760e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2972</th>\n",
-       "      <td>0.185113</td>\n",
-       "      <td>0.187692</td>\n",
-       "      <td>-2.579464e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2978</th>\n",
-       "      <td>0.125708</td>\n",
-       "      <td>0.128949</td>\n",
-       "      <td>-3.241027e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2979</th>\n",
-       "      <td>0.190350</td>\n",
-       "      <td>0.192834</td>\n",
-       "      <td>-2.483855e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2981</th>\n",
-       "      <td>0.233568</td>\n",
-       "      <td>0.234502</td>\n",
-       "      <td>-9.341301e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2988</th>\n",
-       "      <td>0.109691</td>\n",
-       "      <td>0.108311</td>\n",
-       "      <td>1.379969e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2991</th>\n",
-       "      <td>0.113535</td>\n",
-       "      <td>0.120029</td>\n",
-       "      <td>-6.493803e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2995</th>\n",
-       "      <td>0.059954</td>\n",
-       "      <td>0.068639</td>\n",
-       "      <td>-8.684869e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3005</th>\n",
-       "      <td>0.164837</td>\n",
-       "      <td>0.173234</td>\n",
-       "      <td>-8.397517e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3017</th>\n",
-       "      <td>0.098254</td>\n",
-       "      <td>0.102358</td>\n",
-       "      <td>-4.103917e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3023</th>\n",
-       "      <td>0.119693</td>\n",
-       "      <td>0.119912</td>\n",
-       "      <td>-2.186505e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3025</th>\n",
-       "      <td>0.207572</td>\n",
-       "      <td>0.213617</td>\n",
-       "      <td>-6.044480e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3027</th>\n",
-       "      <td>0.140529</td>\n",
-       "      <td>0.145501</td>\n",
-       "      <td>-4.971427e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3030</th>\n",
-       "      <td>0.192242</td>\n",
-       "      <td>0.196052</td>\n",
-       "      <td>-3.810406e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3034</th>\n",
-       "      <td>0.105602</td>\n",
-       "      <td>0.091578</td>\n",
-       "      <td>1.402421e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3040</th>\n",
-       "      <td>0.207792</td>\n",
-       "      <td>0.208703</td>\n",
-       "      <td>-9.112980e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3041</th>\n",
-       "      <td>0.152817</td>\n",
-       "      <td>0.153894</td>\n",
-       "      <td>-1.076991e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3049</th>\n",
-       "      <td>0.195115</td>\n",
-       "      <td>0.201857</td>\n",
-       "      <td>-6.741738e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3052</th>\n",
-       "      <td>0.131773</td>\n",
-       "      <td>0.101008</td>\n",
-       "      <td>3.076501e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3053</th>\n",
-       "      <td>0.199226</td>\n",
-       "      <td>0.211008</td>\n",
-       "      <td>-1.178272e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3058</th>\n",
-       "      <td>0.398046</td>\n",
-       "      <td>0.396794</td>\n",
-       "      <td>1.251629e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3062</th>\n",
-       "      <td>0.191521</td>\n",
-       "      <td>0.193862</td>\n",
-       "      <td>-2.340967e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3068</th>\n",
-       "      <td>0.013924</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.392431e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3070</th>\n",
-       "      <td>0.159817</td>\n",
-       "      <td>0.152348</td>\n",
-       "      <td>7.469316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3073</th>\n",
-       "      <td>0.142417</td>\n",
-       "      <td>0.151868</td>\n",
-       "      <td>-9.450664e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3075</th>\n",
-       "      <td>0.065251</td>\n",
-       "      <td>0.066577</td>\n",
-       "      <td>-1.326147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3080</th>\n",
-       "      <td>0.167995</td>\n",
-       "      <td>0.179189</td>\n",
-       "      <td>-1.119372e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3083</th>\n",
-       "      <td>0.210326</td>\n",
-       "      <td>0.217921</td>\n",
-       "      <td>-7.594441e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3084</th>\n",
-       "      <td>0.109877</td>\n",
-       "      <td>0.114656</td>\n",
-       "      <td>-4.779198e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3087</th>\n",
-       "      <td>0.344988</td>\n",
-       "      <td>0.350252</td>\n",
-       "      <td>-5.263977e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3088</th>\n",
-       "      <td>0.014020</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.401957e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3090</th>\n",
-       "      <td>0.092685</td>\n",
-       "      <td>0.093848</td>\n",
-       "      <td>-1.163286e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3094</th>\n",
-       "      <td>0.161755</td>\n",
-       "      <td>0.162485</td>\n",
-       "      <td>-7.305681e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3099</th>\n",
-       "      <td>0.360403</td>\n",
-       "      <td>0.378417</td>\n",
-       "      <td>-1.801367e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3108</th>\n",
-       "      <td>0.009358</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.357720e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3110</th>\n",
-       "      <td>0.010016</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.001576e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3113</th>\n",
-       "      <td>0.183565</td>\n",
-       "      <td>0.186254</td>\n",
-       "      <td>-2.689012e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3117</th>\n",
-       "      <td>0.120357</td>\n",
-       "      <td>0.125419</td>\n",
-       "      <td>-5.061538e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3122</th>\n",
-       "      <td>0.143873</td>\n",
-       "      <td>0.149900</td>\n",
-       "      <td>-6.026246e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3129</th>\n",
-       "      <td>0.008017</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.017296e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3130</th>\n",
-       "      <td>0.146033</td>\n",
-       "      <td>0.145665</td>\n",
-       "      <td>3.675465e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3131</th>\n",
-       "      <td>0.203229</td>\n",
-       "      <td>0.212436</td>\n",
-       "      <td>-9.206869e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3140</th>\n",
-       "      <td>0.080949</td>\n",
-       "      <td>0.079288</td>\n",
-       "      <td>1.660608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3144</th>\n",
-       "      <td>0.255303</td>\n",
-       "      <td>0.272204</td>\n",
-       "      <td>-1.690083e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3146</th>\n",
-       "      <td>0.499742</td>\n",
-       "      <td>0.499962</td>\n",
-       "      <td>-2.199162e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3153</th>\n",
-       "      <td>0.184000</td>\n",
-       "      <td>0.197002</td>\n",
-       "      <td>-1.300242e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3156</th>\n",
-       "      <td>0.065154</td>\n",
-       "      <td>0.065520</td>\n",
-       "      <td>-3.662280e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3160</th>\n",
-       "      <td>0.197876</td>\n",
-       "      <td>0.220171</td>\n",
-       "      <td>-2.229464e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3162</th>\n",
-       "      <td>0.184030</td>\n",
-       "      <td>0.183524</td>\n",
-       "      <td>5.060391e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3165</th>\n",
-       "      <td>0.018600</td>\n",
-       "      <td>0.094858</td>\n",
-       "      <td>-7.625720e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3169</th>\n",
-       "      <td>0.009437</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.437282e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3170</th>\n",
-       "      <td>0.204568</td>\n",
-       "      <td>0.201712</td>\n",
-       "      <td>2.856656e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3172</th>\n",
-       "      <td>0.210002</td>\n",
-       "      <td>0.210307</td>\n",
-       "      <td>-3.054664e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3175</th>\n",
-       "      <td>0.624983</td>\n",
-       "      <td>0.642296</td>\n",
-       "      <td>-1.731317e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3181</th>\n",
-       "      <td>0.158253</td>\n",
-       "      <td>0.157988</td>\n",
-       "      <td>2.652619e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3182</th>\n",
-       "      <td>0.046028</td>\n",
-       "      <td>0.048229</td>\n",
-       "      <td>-2.200416e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3185</th>\n",
-       "      <td>0.052295</td>\n",
-       "      <td>0.052365</td>\n",
-       "      <td>-7.039974e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3186</th>\n",
-       "      <td>0.210427</td>\n",
-       "      <td>0.223478</td>\n",
-       "      <td>-1.305099e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3187</th>\n",
-       "      <td>0.126182</td>\n",
-       "      <td>0.134484</td>\n",
-       "      <td>-8.302907e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3191</th>\n",
-       "      <td>0.012182</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.218228e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3196</th>\n",
-       "      <td>0.157591</td>\n",
-       "      <td>0.166958</td>\n",
-       "      <td>-9.367662e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3199</th>\n",
-       "      <td>0.329205</td>\n",
-       "      <td>0.330425</td>\n",
-       "      <td>-1.219547e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3203</th>\n",
-       "      <td>0.214703</td>\n",
-       "      <td>0.219179</td>\n",
-       "      <td>-4.476248e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3206</th>\n",
-       "      <td>0.121066</td>\n",
-       "      <td>0.121890</td>\n",
-       "      <td>-8.233167e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3214</th>\n",
-       "      <td>0.062703</td>\n",
-       "      <td>0.057176</td>\n",
-       "      <td>5.526799e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3216</th>\n",
-       "      <td>0.140138</td>\n",
-       "      <td>0.141544</td>\n",
-       "      <td>-1.406064e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3220</th>\n",
-       "      <td>0.102608</td>\n",
-       "      <td>0.102390</td>\n",
-       "      <td>2.183905e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3225</th>\n",
-       "      <td>0.162273</td>\n",
-       "      <td>0.163761</td>\n",
-       "      <td>-1.488018e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3230</th>\n",
-       "      <td>0.275461</td>\n",
-       "      <td>0.283876</td>\n",
-       "      <td>-8.415199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3234</th>\n",
-       "      <td>0.016219</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.621949e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3236</th>\n",
-       "      <td>0.139698</td>\n",
-       "      <td>0.142214</td>\n",
-       "      <td>-2.515755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3248</th>\n",
-       "      <td>0.550074</td>\n",
-       "      <td>0.557180</td>\n",
-       "      <td>-7.105192e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3249</th>\n",
-       "      <td>0.056693</td>\n",
-       "      <td>0.061234</td>\n",
-       "      <td>-4.541302e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3256</th>\n",
-       "      <td>0.194930</td>\n",
-       "      <td>0.200581</td>\n",
-       "      <td>-5.650734e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3259</th>\n",
-       "      <td>0.108935</td>\n",
-       "      <td>0.119643</td>\n",
-       "      <td>-1.070818e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3262</th>\n",
-       "      <td>0.173773</td>\n",
-       "      <td>0.167842</td>\n",
-       "      <td>5.930493e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3266</th>\n",
-       "      <td>0.150397</td>\n",
-       "      <td>0.156447</td>\n",
-       "      <td>-6.050116e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3268</th>\n",
-       "      <td>0.085136</td>\n",
-       "      <td>0.089980</td>\n",
-       "      <td>-4.843398e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3269</th>\n",
-       "      <td>0.668032</td>\n",
-       "      <td>0.694718</td>\n",
-       "      <td>-2.668596e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3273</th>\n",
-       "      <td>0.133542</td>\n",
-       "      <td>0.134573</td>\n",
-       "      <td>-1.031147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3274</th>\n",
-       "      <td>0.211695</td>\n",
-       "      <td>0.211670</td>\n",
-       "      <td>2.508180e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3275</th>\n",
-       "      <td>0.484767</td>\n",
-       "      <td>0.502080</td>\n",
-       "      <td>-1.731242e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3276</th>\n",
-       "      <td>0.140667</td>\n",
-       "      <td>0.146869</td>\n",
-       "      <td>-6.201895e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3283</th>\n",
-       "      <td>0.114442</td>\n",
-       "      <td>0.110525</td>\n",
-       "      <td>3.917577e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3284</th>\n",
-       "      <td>0.014616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.461582e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3285</th>\n",
-       "      <td>0.162687</td>\n",
-       "      <td>0.163058</td>\n",
-       "      <td>-3.702390e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3290</th>\n",
-       "      <td>0.335639</td>\n",
-       "      <td>0.336240</td>\n",
-       "      <td>-6.008187e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3293</th>\n",
-       "      <td>0.638214</td>\n",
-       "      <td>0.645242</td>\n",
-       "      <td>-7.027097e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3296</th>\n",
-       "      <td>0.175158</td>\n",
-       "      <td>0.181387</td>\n",
-       "      <td>-6.229802e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3300</th>\n",
-       "      <td>0.060423</td>\n",
-       "      <td>0.057622</td>\n",
-       "      <td>2.801361e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3301</th>\n",
-       "      <td>0.008670</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.670446e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3302</th>\n",
-       "      <td>0.057435</td>\n",
-       "      <td>0.056340</td>\n",
-       "      <td>1.095584e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3303</th>\n",
-       "      <td>0.068247</td>\n",
-       "      <td>0.094406</td>\n",
-       "      <td>-2.615996e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3306</th>\n",
-       "      <td>0.017921</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.792075e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3307</th>\n",
-       "      <td>0.210761</td>\n",
-       "      <td>0.210263</td>\n",
-       "      <td>4.976555e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3312</th>\n",
-       "      <td>0.449366</td>\n",
-       "      <td>0.450932</td>\n",
-       "      <td>-1.565451e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3314</th>\n",
-       "      <td>0.173967</td>\n",
-       "      <td>0.170595</td>\n",
-       "      <td>3.372422e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3321</th>\n",
-       "      <td>0.197309</td>\n",
-       "      <td>0.197365</td>\n",
-       "      <td>-5.670222e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3324</th>\n",
-       "      <td>0.444428</td>\n",
-       "      <td>0.451586</td>\n",
-       "      <td>-7.158764e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3325</th>\n",
-       "      <td>0.010431</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.043100e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3326</th>\n",
-       "      <td>0.371455</td>\n",
-       "      <td>0.384448</td>\n",
-       "      <td>-1.299327e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3330</th>\n",
-       "      <td>0.153205</td>\n",
-       "      <td>0.144437</td>\n",
-       "      <td>8.767739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3337</th>\n",
-       "      <td>0.484399</td>\n",
-       "      <td>0.498580</td>\n",
-       "      <td>-1.418081e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3347</th>\n",
-       "      <td>0.496873</td>\n",
-       "      <td>0.496498</td>\n",
-       "      <td>3.750797e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3356</th>\n",
-       "      <td>0.149812</td>\n",
-       "      <td>0.159198</td>\n",
-       "      <td>-9.385972e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3358</th>\n",
-       "      <td>0.011311</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.131087e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3369</th>\n",
-       "      <td>0.176068</td>\n",
-       "      <td>0.176312</td>\n",
-       "      <td>-2.432426e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3371</th>\n",
-       "      <td>0.013982</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.398223e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3373</th>\n",
-       "      <td>0.090023</td>\n",
-       "      <td>0.097965</td>\n",
-       "      <td>-7.941464e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3378</th>\n",
-       "      <td>0.102823</td>\n",
-       "      <td>0.104543</td>\n",
-       "      <td>-1.719776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3380</th>\n",
-       "      <td>0.171906</td>\n",
-       "      <td>0.162680</td>\n",
-       "      <td>9.226094e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3383</th>\n",
-       "      <td>0.107801</td>\n",
-       "      <td>0.099929</td>\n",
-       "      <td>7.872149e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3390</th>\n",
-       "      <td>0.240544</td>\n",
-       "      <td>0.221104</td>\n",
-       "      <td>1.943984e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3392</th>\n",
-       "      <td>0.020841</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.084101e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3396</th>\n",
-       "      <td>0.008769</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.768676e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3398</th>\n",
-       "      <td>0.113054</td>\n",
-       "      <td>0.113128</td>\n",
-       "      <td>-7.415911e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3399</th>\n",
-       "      <td>0.132197</td>\n",
-       "      <td>0.121958</td>\n",
-       "      <td>1.023857e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3401</th>\n",
-       "      <td>0.071565</td>\n",
-       "      <td>0.054258</td>\n",
-       "      <td>1.730753e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3402</th>\n",
-       "      <td>0.155494</td>\n",
-       "      <td>0.156427</td>\n",
-       "      <td>-9.329580e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3406</th>\n",
-       "      <td>0.021129</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.112948e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3407</th>\n",
-       "      <td>0.170241</td>\n",
-       "      <td>0.172742</td>\n",
-       "      <td>-2.501284e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3410</th>\n",
-       "      <td>0.142255</td>\n",
-       "      <td>0.142550</td>\n",
-       "      <td>-2.950323e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3414</th>\n",
-       "      <td>0.483534</td>\n",
-       "      <td>0.496086</td>\n",
-       "      <td>-1.255202e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3415</th>\n",
-       "      <td>0.015492</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.549201e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3417</th>\n",
-       "      <td>0.201468</td>\n",
-       "      <td>0.201804</td>\n",
-       "      <td>-3.359502e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3423</th>\n",
-       "      <td>0.152793</td>\n",
-       "      <td>0.152796</td>\n",
-       "      <td>-3.136921e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3427</th>\n",
-       "      <td>0.007729</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.729162e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3428</th>\n",
-       "      <td>0.125343</td>\n",
-       "      <td>0.137564</td>\n",
-       "      <td>-1.222092e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3430</th>\n",
-       "      <td>0.064443</td>\n",
-       "      <td>0.064685</td>\n",
-       "      <td>-2.420645e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3431</th>\n",
-       "      <td>0.099449</td>\n",
-       "      <td>0.099829</td>\n",
-       "      <td>-3.801431e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3434</th>\n",
-       "      <td>0.010453</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.045278e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3435</th>\n",
-       "      <td>0.192029</td>\n",
-       "      <td>0.201302</td>\n",
-       "      <td>-9.273245e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3436</th>\n",
-       "      <td>0.012714</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.271380e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3439</th>\n",
-       "      <td>0.010692</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.069196e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3443</th>\n",
-       "      <td>0.114773</td>\n",
-       "      <td>0.118181</td>\n",
-       "      <td>-3.407760e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3451</th>\n",
-       "      <td>0.076893</td>\n",
-       "      <td>0.074320</td>\n",
-       "      <td>2.573007e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3452</th>\n",
-       "      <td>0.018973</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.897261e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3453</th>\n",
-       "      <td>0.186308</td>\n",
-       "      <td>0.196845</td>\n",
-       "      <td>-1.053694e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3457</th>\n",
-       "      <td>0.109903</td>\n",
-       "      <td>0.121167</td>\n",
-       "      <td>-1.126454e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3460</th>\n",
-       "      <td>0.170030</td>\n",
-       "      <td>0.172217</td>\n",
-       "      <td>-2.187408e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3464</th>\n",
-       "      <td>0.208260</td>\n",
-       "      <td>0.220359</td>\n",
-       "      <td>-1.209875e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3470</th>\n",
-       "      <td>0.227792</td>\n",
-       "      <td>0.225183</td>\n",
-       "      <td>2.609562e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3487</th>\n",
-       "      <td>0.263971</td>\n",
-       "      <td>0.265685</td>\n",
-       "      <td>-1.713792e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3488</th>\n",
-       "      <td>0.295675</td>\n",
-       "      <td>0.314344</td>\n",
-       "      <td>-1.866887e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3493</th>\n",
-       "      <td>0.143058</td>\n",
-       "      <td>0.152154</td>\n",
-       "      <td>-9.096221e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3503</th>\n",
-       "      <td>0.192747</td>\n",
-       "      <td>0.189345</td>\n",
-       "      <td>3.401671e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3504</th>\n",
-       "      <td>0.007467</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.467333e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3505</th>\n",
-       "      <td>0.172275</td>\n",
-       "      <td>0.184184</td>\n",
-       "      <td>-1.190904e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3509</th>\n",
-       "      <td>0.118355</td>\n",
-       "      <td>0.098465</td>\n",
-       "      <td>1.988925e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3510</th>\n",
-       "      <td>0.082706</td>\n",
-       "      <td>0.080684</td>\n",
-       "      <td>2.022200e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3511</th>\n",
-       "      <td>0.167422</td>\n",
-       "      <td>0.167466</td>\n",
-       "      <td>-4.403571e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3512</th>\n",
-       "      <td>0.011305</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.130530e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3517</th>\n",
-       "      <td>0.133954</td>\n",
-       "      <td>0.133337</td>\n",
-       "      <td>6.171388e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3520</th>\n",
-       "      <td>0.121584</td>\n",
-       "      <td>0.111267</td>\n",
-       "      <td>1.031782e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3526</th>\n",
-       "      <td>0.686467</td>\n",
-       "      <td>0.694038</td>\n",
-       "      <td>-7.570372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3536</th>\n",
-       "      <td>0.092317</td>\n",
-       "      <td>0.102560</td>\n",
-       "      <td>-1.024291e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3546</th>\n",
-       "      <td>0.202949</td>\n",
-       "      <td>0.205380</td>\n",
-       "      <td>-2.430874e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3551</th>\n",
-       "      <td>0.502673</td>\n",
-       "      <td>0.514623</td>\n",
-       "      <td>-1.194954e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3553</th>\n",
-       "      <td>0.179085</td>\n",
-       "      <td>0.180171</td>\n",
-       "      <td>-1.085921e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3555</th>\n",
-       "      <td>0.167554</td>\n",
-       "      <td>0.164707</td>\n",
-       "      <td>2.847529e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3557</th>\n",
-       "      <td>0.167378</td>\n",
-       "      <td>0.167619</td>\n",
-       "      <td>-2.411700e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3562</th>\n",
-       "      <td>0.380930</td>\n",
-       "      <td>0.382681</td>\n",
-       "      <td>-1.750648e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3568</th>\n",
-       "      <td>0.013571</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.357119e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3569</th>\n",
-       "      <td>0.167775</td>\n",
-       "      <td>0.162579</td>\n",
-       "      <td>5.196309e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3571</th>\n",
-       "      <td>0.170883</td>\n",
-       "      <td>0.173669</td>\n",
-       "      <td>-2.785834e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3577</th>\n",
-       "      <td>0.065314</td>\n",
-       "      <td>0.071422</td>\n",
-       "      <td>-6.108729e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3582</th>\n",
-       "      <td>0.128507</td>\n",
-       "      <td>0.145190</td>\n",
-       "      <td>-1.668282e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3583</th>\n",
-       "      <td>0.018623</td>\n",
-       "      <td>0.049990</td>\n",
-       "      <td>-3.136699e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3592</th>\n",
-       "      <td>0.117299</td>\n",
-       "      <td>0.175319</td>\n",
-       "      <td>-5.802012e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3596</th>\n",
-       "      <td>0.276633</td>\n",
-       "      <td>0.278950</td>\n",
-       "      <td>-2.316297e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3600</th>\n",
-       "      <td>0.295261</td>\n",
-       "      <td>0.294730</td>\n",
-       "      <td>5.302486e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3603</th>\n",
-       "      <td>0.281329</td>\n",
-       "      <td>0.285483</td>\n",
-       "      <td>-4.153594e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3607</th>\n",
-       "      <td>0.014616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.461611e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3617</th>\n",
-       "      <td>0.179469</td>\n",
-       "      <td>0.187678</td>\n",
-       "      <td>-8.208622e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3620</th>\n",
-       "      <td>0.008773</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.772915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3623</th>\n",
-       "      <td>0.230023</td>\n",
-       "      <td>0.224610</td>\n",
-       "      <td>5.413090e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3627</th>\n",
-       "      <td>0.133236</td>\n",
-       "      <td>0.140262</td>\n",
-       "      <td>-7.026855e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3630</th>\n",
-       "      <td>0.084524</td>\n",
-       "      <td>0.093023</td>\n",
-       "      <td>-8.499626e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3633</th>\n",
-       "      <td>0.242545</td>\n",
-       "      <td>0.230004</td>\n",
-       "      <td>1.254146e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3635</th>\n",
-       "      <td>0.008872</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.871721e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3638</th>\n",
-       "      <td>0.130060</td>\n",
-       "      <td>0.141314</td>\n",
-       "      <td>-1.125416e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3640</th>\n",
-       "      <td>0.182592</td>\n",
-       "      <td>0.185776</td>\n",
-       "      <td>-3.183674e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3641</th>\n",
-       "      <td>0.157392</td>\n",
-       "      <td>0.157869</td>\n",
-       "      <td>-4.767022e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3648</th>\n",
-       "      <td>0.008403</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.402630e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3653</th>\n",
-       "      <td>0.296550</td>\n",
-       "      <td>0.311035</td>\n",
-       "      <td>-1.448494e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3655</th>\n",
-       "      <td>0.648291</td>\n",
-       "      <td>0.653329</td>\n",
-       "      <td>-5.038597e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3660</th>\n",
-       "      <td>0.110681</td>\n",
-       "      <td>0.105622</td>\n",
-       "      <td>5.058598e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3661</th>\n",
-       "      <td>0.140140</td>\n",
-       "      <td>0.141784</td>\n",
-       "      <td>-1.644273e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3663</th>\n",
-       "      <td>0.197529</td>\n",
-       "      <td>0.197764</td>\n",
-       "      <td>-2.346979e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3671</th>\n",
-       "      <td>0.382524</td>\n",
-       "      <td>0.390685</td>\n",
-       "      <td>-8.160614e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3673</th>\n",
-       "      <td>0.118187</td>\n",
-       "      <td>0.122321</td>\n",
-       "      <td>-4.134220e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3681</th>\n",
-       "      <td>0.051360</td>\n",
-       "      <td>0.057249</td>\n",
-       "      <td>-5.889275e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3683</th>\n",
-       "      <td>0.172169</td>\n",
-       "      <td>0.176426</td>\n",
-       "      <td>-4.257279e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3686</th>\n",
-       "      <td>0.092286</td>\n",
-       "      <td>0.087822</td>\n",
-       "      <td>4.464049e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3687</th>\n",
-       "      <td>0.121068</td>\n",
-       "      <td>0.121466</td>\n",
-       "      <td>-3.981090e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3696</th>\n",
-       "      <td>0.011330</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.133010e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3700</th>\n",
-       "      <td>0.007954</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.954067e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3704</th>\n",
-       "      <td>0.181420</td>\n",
-       "      <td>0.185008</td>\n",
-       "      <td>-3.587542e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3705</th>\n",
-       "      <td>0.153696</td>\n",
-       "      <td>0.154064</td>\n",
-       "      <td>-3.672860e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3710</th>\n",
-       "      <td>0.178968</td>\n",
-       "      <td>0.175600</td>\n",
-       "      <td>3.367486e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3714</th>\n",
-       "      <td>0.236874</td>\n",
-       "      <td>0.237253</td>\n",
-       "      <td>-3.795772e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3717</th>\n",
-       "      <td>0.309381</td>\n",
-       "      <td>0.318944</td>\n",
-       "      <td>-9.562863e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3722</th>\n",
-       "      <td>0.536182</td>\n",
-       "      <td>0.536659</td>\n",
-       "      <td>-4.778446e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3725</th>\n",
-       "      <td>0.125432</td>\n",
-       "      <td>0.133459</td>\n",
-       "      <td>-8.027204e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3727</th>\n",
-       "      <td>0.089005</td>\n",
-       "      <td>0.086703</td>\n",
-       "      <td>2.302258e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3733</th>\n",
-       "      <td>0.176183</td>\n",
-       "      <td>0.173036</td>\n",
-       "      <td>3.146534e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3736</th>\n",
-       "      <td>0.031592</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.159178e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3738</th>\n",
-       "      <td>0.254863</td>\n",
-       "      <td>0.260765</td>\n",
-       "      <td>-5.901661e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3740</th>\n",
-       "      <td>0.207390</td>\n",
-       "      <td>0.207448</td>\n",
-       "      <td>-5.760178e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3745</th>\n",
-       "      <td>0.233844</td>\n",
-       "      <td>0.237130</td>\n",
-       "      <td>-3.285885e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3747</th>\n",
-       "      <td>0.118087</td>\n",
-       "      <td>0.126712</td>\n",
-       "      <td>-8.624341e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3752</th>\n",
-       "      <td>0.074730</td>\n",
-       "      <td>0.080035</td>\n",
-       "      <td>-5.304210e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3755</th>\n",
-       "      <td>0.212045</td>\n",
-       "      <td>0.202042</td>\n",
-       "      <td>1.000359e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3758</th>\n",
-       "      <td>0.142057</td>\n",
-       "      <td>0.136996</td>\n",
-       "      <td>5.061094e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3760</th>\n",
-       "      <td>0.012283</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.228277e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3761</th>\n",
-       "      <td>0.221607</td>\n",
-       "      <td>0.224461</td>\n",
-       "      <td>-2.854190e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3763</th>\n",
-       "      <td>0.075482</td>\n",
-       "      <td>0.088282</td>\n",
-       "      <td>-1.279977e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3764</th>\n",
-       "      <td>0.168071</td>\n",
-       "      <td>0.175482</td>\n",
-       "      <td>-7.411252e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3765</th>\n",
-       "      <td>0.222118</td>\n",
-       "      <td>0.224504</td>\n",
-       "      <td>-2.386485e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3767</th>\n",
-       "      <td>0.187036</td>\n",
-       "      <td>0.186163</td>\n",
-       "      <td>8.735276e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3768</th>\n",
-       "      <td>0.293247</td>\n",
-       "      <td>0.297999</td>\n",
-       "      <td>-4.752704e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3777</th>\n",
-       "      <td>0.246928</td>\n",
-       "      <td>0.283861</td>\n",
-       "      <td>-3.693250e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3780</th>\n",
-       "      <td>0.374964</td>\n",
-       "      <td>0.377972</td>\n",
-       "      <td>-3.008500e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3785</th>\n",
-       "      <td>0.186356</td>\n",
-       "      <td>0.190700</td>\n",
-       "      <td>-4.344218e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3788</th>\n",
-       "      <td>0.147032</td>\n",
-       "      <td>0.161884</td>\n",
-       "      <td>-1.485262e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3789</th>\n",
-       "      <td>0.480336</td>\n",
-       "      <td>0.483911</td>\n",
-       "      <td>-3.574486e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3790</th>\n",
-       "      <td>0.161407</td>\n",
-       "      <td>0.155595</td>\n",
-       "      <td>5.812616e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3799</th>\n",
-       "      <td>0.133585</td>\n",
-       "      <td>0.149342</td>\n",
-       "      <td>-1.575662e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3801</th>\n",
-       "      <td>0.007551</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.551127e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3805</th>\n",
-       "      <td>0.015713</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.571278e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3810</th>\n",
-       "      <td>0.216867</td>\n",
-       "      <td>0.229434</td>\n",
-       "      <td>-1.256713e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3815</th>\n",
-       "      <td>0.186994</td>\n",
-       "      <td>0.192659</td>\n",
-       "      <td>-5.665497e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3817</th>\n",
-       "      <td>0.113111</td>\n",
-       "      <td>0.119193</td>\n",
-       "      <td>-6.082625e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3818</th>\n",
-       "      <td>0.181150</td>\n",
-       "      <td>0.185702</td>\n",
-       "      <td>-4.552399e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3823</th>\n",
-       "      <td>0.119947</td>\n",
-       "      <td>0.147820</td>\n",
-       "      <td>-2.787284e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3831</th>\n",
-       "      <td>0.180431</td>\n",
-       "      <td>0.181951</td>\n",
-       "      <td>-1.519569e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3834</th>\n",
-       "      <td>0.068799</td>\n",
-       "      <td>0.068699</td>\n",
-       "      <td>9.963521e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3840</th>\n",
-       "      <td>0.125296</td>\n",
-       "      <td>0.135685</td>\n",
-       "      <td>-1.038930e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3846</th>\n",
-       "      <td>0.043621</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.362081e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3854</th>\n",
-       "      <td>0.169991</td>\n",
-       "      <td>0.170631</td>\n",
-       "      <td>-6.401826e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3856</th>\n",
-       "      <td>0.145788</td>\n",
-       "      <td>0.144889</td>\n",
-       "      <td>8.991420e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3860</th>\n",
-       "      <td>0.009140</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.140446e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3869</th>\n",
-       "      <td>0.116465</td>\n",
-       "      <td>0.130648</td>\n",
-       "      <td>-1.418294e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3870</th>\n",
-       "      <td>0.104963</td>\n",
-       "      <td>0.112186</td>\n",
-       "      <td>-7.223251e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3872</th>\n",
-       "      <td>0.111415</td>\n",
-       "      <td>0.113427</td>\n",
-       "      <td>-2.012246e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3873</th>\n",
-       "      <td>0.310916</td>\n",
-       "      <td>0.314824</td>\n",
-       "      <td>-3.908009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3878</th>\n",
-       "      <td>0.241550</td>\n",
-       "      <td>0.247282</td>\n",
-       "      <td>-5.731739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>0.050234</td>\n",
-       "      <td>0.061840</td>\n",
-       "      <td>-1.160602e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>0.166030</td>\n",
-       "      <td>0.170564</td>\n",
-       "      <td>-4.534117e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>0.010128</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.012822e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>0.207367</td>\n",
-       "      <td>0.200910</td>\n",
-       "      <td>6.457089e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>0.128085</td>\n",
-       "      <td>0.129639</td>\n",
-       "      <td>-1.553739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3913</th>\n",
-       "      <td>0.243278</td>\n",
-       "      <td>0.252855</td>\n",
-       "      <td>-9.576489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>0.148515</td>\n",
-       "      <td>0.151362</td>\n",
-       "      <td>-2.847054e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3929</th>\n",
-       "      <td>0.205193</td>\n",
-       "      <td>0.223635</td>\n",
-       "      <td>-1.844252e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3932</th>\n",
-       "      <td>0.155369</td>\n",
-       "      <td>0.154692</td>\n",
-       "      <td>6.764041e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3935</th>\n",
-       "      <td>0.178465</td>\n",
-       "      <td>0.186240</td>\n",
-       "      <td>-7.775617e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3936</th>\n",
-       "      <td>0.189643</td>\n",
-       "      <td>0.192717</td>\n",
-       "      <td>-3.074795e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3940</th>\n",
-       "      <td>0.009557</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.556808e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3947</th>\n",
-       "      <td>0.248259</td>\n",
-       "      <td>0.247335</td>\n",
-       "      <td>9.237317e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3950</th>\n",
-       "      <td>0.035251</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.525055e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3955</th>\n",
-       "      <td>0.136693</td>\n",
-       "      <td>0.136502</td>\n",
-       "      <td>1.909366e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3956</th>\n",
-       "      <td>0.142287</td>\n",
-       "      <td>0.143138</td>\n",
-       "      <td>-8.503239e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3960</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3961</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3962</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3963</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3964</th>\n",
-       "      <td>0.137796</td>\n",
-       "      <td>0.144593</td>\n",
-       "      <td>-6.797313e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3965</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3966</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3967</th>\n",
-       "      <td>0.019599</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.959935e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3968</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3969</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3971</th>\n",
-       "      <td>0.297030</td>\n",
-       "      <td>0.299975</td>\n",
-       "      <td>-2.944935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3972</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3973</th>\n",
-       "      <td>0.280602</td>\n",
-       "      <td>0.281813</td>\n",
-       "      <td>-1.210428e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3975</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3979</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3980</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>3981</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3982</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3983</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>3984</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3986</th>\n",
-       "      <td>0.104674</td>\n",
-       "      <td>0.107842</td>\n",
-       "      <td>-3.168197e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3988</th>\n",
-       "      <td>0.277568</td>\n",
-       "      <td>0.287869</td>\n",
-       "      <td>-1.030056e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4000</th>\n",
-       "      <td>0.523164</td>\n",
-       "      <td>0.537389</td>\n",
-       "      <td>-1.422495e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4002</th>\n",
-       "      <td>0.191429</td>\n",
-       "      <td>0.194854</td>\n",
-       "      <td>-3.425269e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4003</th>\n",
-       "      <td>0.236402</td>\n",
-       "      <td>0.237323</td>\n",
-       "      <td>-9.212969e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4006</th>\n",
-       "      <td>0.161728</td>\n",
-       "      <td>0.169166</td>\n",
-       "      <td>-7.437251e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4010</th>\n",
-       "      <td>0.354438</td>\n",
-       "      <td>0.370316</td>\n",
-       "      <td>-1.587790e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4013</th>\n",
-       "      <td>0.089732</td>\n",
-       "      <td>0.101641</td>\n",
-       "      <td>-1.190907e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4017</th>\n",
-       "      <td>0.010397</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.039727e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4025</th>\n",
-       "      <td>0.148688</td>\n",
-       "      <td>0.142977</td>\n",
-       "      <td>5.711112e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4029</th>\n",
-       "      <td>0.120495</td>\n",
-       "      <td>0.126881</td>\n",
-       "      <td>-6.386242e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4030</th>\n",
-       "      <td>0.021473</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.147261e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4039</th>\n",
-       "      <td>0.190627</td>\n",
-       "      <td>0.190570</td>\n",
-       "      <td>5.740633e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4041</th>\n",
-       "      <td>0.214770</td>\n",
-       "      <td>0.233525</td>\n",
-       "      <td>-1.875528e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4043</th>\n",
-       "      <td>0.131883</td>\n",
-       "      <td>0.143149</td>\n",
-       "      <td>-1.126557e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4047</th>\n",
-       "      <td>0.187496</td>\n",
-       "      <td>0.196310</td>\n",
-       "      <td>-8.814755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4049</th>\n",
-       "      <td>0.196049</td>\n",
-       "      <td>0.197376</td>\n",
-       "      <td>-1.327546e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4053</th>\n",
-       "      <td>0.008955</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.954841e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4055</th>\n",
-       "      <td>0.171292</td>\n",
-       "      <td>0.168721</td>\n",
-       "      <td>2.570405e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4056</th>\n",
-       "      <td>0.168321</td>\n",
-       "      <td>0.168800</td>\n",
-       "      <td>-4.791425e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4057</th>\n",
-       "      <td>0.094616</td>\n",
-       "      <td>0.114854</td>\n",
-       "      <td>-2.023887e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4061</th>\n",
-       "      <td>0.115284</td>\n",
-       "      <td>0.114772</td>\n",
-       "      <td>5.115501e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4068</th>\n",
-       "      <td>0.075444</td>\n",
-       "      <td>0.095042</td>\n",
-       "      <td>-1.959766e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4071</th>\n",
-       "      <td>0.112426</td>\n",
-       "      <td>0.109693</td>\n",
-       "      <td>2.733342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4074</th>\n",
-       "      <td>0.159460</td>\n",
-       "      <td>0.160330</td>\n",
-       "      <td>-8.697075e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4081</th>\n",
-       "      <td>0.385348</td>\n",
-       "      <td>0.385949</td>\n",
-       "      <td>-6.013650e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4082</th>\n",
-       "      <td>0.244225</td>\n",
-       "      <td>0.242518</td>\n",
-       "      <td>1.706963e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4084</th>\n",
-       "      <td>0.183779</td>\n",
-       "      <td>0.189002</td>\n",
-       "      <td>-5.223019e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4091</th>\n",
-       "      <td>0.206298</td>\n",
-       "      <td>0.227780</td>\n",
-       "      <td>-2.148274e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4093</th>\n",
-       "      <td>0.312654</td>\n",
-       "      <td>0.312998</td>\n",
-       "      <td>-3.434591e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4096</th>\n",
-       "      <td>0.221137</td>\n",
-       "      <td>0.216631</td>\n",
-       "      <td>4.506194e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4097</th>\n",
-       "      <td>0.250169</td>\n",
-       "      <td>0.250128</td>\n",
-       "      <td>4.155281e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4099</th>\n",
-       "      <td>0.039360</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.935984e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4102</th>\n",
-       "      <td>0.472332</td>\n",
-       "      <td>0.477170</td>\n",
-       "      <td>-4.838657e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4105</th>\n",
-       "      <td>0.131299</td>\n",
-       "      <td>0.125839</td>\n",
-       "      <td>5.460561e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4106</th>\n",
-       "      <td>0.149054</td>\n",
-       "      <td>0.149968</td>\n",
-       "      <td>-9.135930e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4107</th>\n",
-       "      <td>0.448428</td>\n",
-       "      <td>0.448096</td>\n",
-       "      <td>3.315613e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4108</th>\n",
-       "      <td>0.210588</td>\n",
-       "      <td>0.217913</td>\n",
-       "      <td>-7.324735e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4114</th>\n",
-       "      <td>0.209730</td>\n",
-       "      <td>0.205829</td>\n",
-       "      <td>3.901230e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4115</th>\n",
-       "      <td>0.308259</td>\n",
-       "      <td>0.319525</td>\n",
-       "      <td>-1.126621e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4117</th>\n",
-       "      <td>0.114444</td>\n",
-       "      <td>0.114001</td>\n",
-       "      <td>4.427221e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4118</th>\n",
-       "      <td>0.014773</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.477262e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4119</th>\n",
-       "      <td>0.013482</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.348195e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4120</th>\n",
-       "      <td>0.543063</td>\n",
-       "      <td>0.543399</td>\n",
-       "      <td>-3.354153e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4121</th>\n",
-       "      <td>0.095954</td>\n",
-       "      <td>0.091866</td>\n",
-       "      <td>4.088381e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4122</th>\n",
-       "      <td>0.093151</td>\n",
-       "      <td>0.068821</td>\n",
-       "      <td>2.433042e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4123</th>\n",
-       "      <td>0.325787</td>\n",
-       "      <td>0.325617</td>\n",
-       "      <td>1.703426e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4127</th>\n",
-       "      <td>0.010022</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.002244e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4130</th>\n",
-       "      <td>0.143706</td>\n",
-       "      <td>0.144889</td>\n",
-       "      <td>-1.183736e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4132</th>\n",
-       "      <td>0.220266</td>\n",
-       "      <td>0.231895</td>\n",
-       "      <td>-1.162866e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4135</th>\n",
-       "      <td>0.523423</td>\n",
-       "      <td>0.523793</td>\n",
-       "      <td>-3.698999e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4146</th>\n",
-       "      <td>0.198828</td>\n",
-       "      <td>0.200768</td>\n",
-       "      <td>-1.940219e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4148</th>\n",
-       "      <td>0.397541</td>\n",
-       "      <td>0.401605</td>\n",
-       "      <td>-4.063734e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4150</th>\n",
-       "      <td>0.262468</td>\n",
-       "      <td>0.265056</td>\n",
-       "      <td>-2.588195e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4156</th>\n",
-       "      <td>0.136810</td>\n",
-       "      <td>0.130931</td>\n",
-       "      <td>5.878568e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4157</th>\n",
-       "      <td>0.083621</td>\n",
-       "      <td>0.106437</td>\n",
-       "      <td>-2.281615e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4160</th>\n",
-       "      <td>0.011145</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.114506e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4162</th>\n",
-       "      <td>0.131649</td>\n",
-       "      <td>0.133463</td>\n",
-       "      <td>-1.814277e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4165</th>\n",
-       "      <td>0.012420</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.242034e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4166</th>\n",
-       "      <td>0.157986</td>\n",
-       "      <td>0.161866</td>\n",
-       "      <td>-3.879737e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4169</th>\n",
-       "      <td>0.099887</td>\n",
-       "      <td>0.112192</td>\n",
-       "      <td>-1.230528e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4170</th>\n",
-       "      <td>0.064051</td>\n",
-       "      <td>0.077778</td>\n",
-       "      <td>-1.372660e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4181</th>\n",
-       "      <td>0.091309</td>\n",
-       "      <td>0.092057</td>\n",
-       "      <td>-7.481401e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4182</th>\n",
-       "      <td>0.145922</td>\n",
-       "      <td>0.150083</td>\n",
-       "      <td>-4.161021e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4183</th>\n",
-       "      <td>0.208128</td>\n",
-       "      <td>0.208289</td>\n",
-       "      <td>-1.617392e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4185</th>\n",
-       "      <td>0.194055</td>\n",
-       "      <td>0.180058</td>\n",
-       "      <td>1.399720e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4187</th>\n",
-       "      <td>0.114263</td>\n",
-       "      <td>0.131424</td>\n",
-       "      <td>-1.716158e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4188</th>\n",
-       "      <td>0.019835</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.983545e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4190</th>\n",
-       "      <td>0.159184</td>\n",
-       "      <td>0.159269</td>\n",
-       "      <td>-8.545150e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4194</th>\n",
-       "      <td>0.027749</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.774948e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4196</th>\n",
-       "      <td>0.202110</td>\n",
-       "      <td>0.198058</td>\n",
-       "      <td>4.052164e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4197</th>\n",
-       "      <td>0.283123</td>\n",
-       "      <td>0.284497</td>\n",
-       "      <td>-1.374288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4198</th>\n",
-       "      <td>0.237592</td>\n",
-       "      <td>0.240999</td>\n",
-       "      <td>-3.406827e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4208</th>\n",
-       "      <td>0.214449</td>\n",
-       "      <td>0.214295</td>\n",
-       "      <td>1.538104e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4209</th>\n",
-       "      <td>0.009774</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.774483e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4216</th>\n",
-       "      <td>0.010033</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.003262e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4219</th>\n",
-       "      <td>0.106338</td>\n",
-       "      <td>0.103947</td>\n",
-       "      <td>2.391115e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4222</th>\n",
-       "      <td>0.026363</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.636303e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4228</th>\n",
-       "      <td>0.209138</td>\n",
-       "      <td>0.197948</td>\n",
-       "      <td>1.119027e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4234</th>\n",
-       "      <td>0.064408</td>\n",
-       "      <td>0.076898</td>\n",
-       "      <td>-1.248985e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4236</th>\n",
-       "      <td>0.208146</td>\n",
-       "      <td>0.230719</td>\n",
-       "      <td>-2.257304e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4242</th>\n",
-       "      <td>0.060008</td>\n",
-       "      <td>0.062938</td>\n",
-       "      <td>-2.929749e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4243</th>\n",
-       "      <td>0.087522</td>\n",
-       "      <td>0.098843</td>\n",
-       "      <td>-1.132134e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4249</th>\n",
-       "      <td>0.037015</td>\n",
-       "      <td>0.053922</td>\n",
-       "      <td>-1.690668e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4252</th>\n",
-       "      <td>0.241352</td>\n",
-       "      <td>0.244996</td>\n",
-       "      <td>-3.643920e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4253</th>\n",
-       "      <td>0.365756</td>\n",
-       "      <td>0.365743</td>\n",
-       "      <td>1.307955e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4258</th>\n",
-       "      <td>0.146502</td>\n",
-       "      <td>0.170082</td>\n",
-       "      <td>-2.357963e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4261</th>\n",
-       "      <td>0.224406</td>\n",
-       "      <td>0.235811</td>\n",
-       "      <td>-1.140414e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4262</th>\n",
-       "      <td>0.147646</td>\n",
-       "      <td>0.139615</td>\n",
-       "      <td>8.030809e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4265</th>\n",
-       "      <td>0.164440</td>\n",
-       "      <td>0.154672</td>\n",
-       "      <td>9.767908e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4271</th>\n",
-       "      <td>0.385029</td>\n",
-       "      <td>0.393812</td>\n",
-       "      <td>-8.783303e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4276</th>\n",
-       "      <td>0.055206</td>\n",
-       "      <td>0.064230</td>\n",
-       "      <td>-9.023904e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4284</th>\n",
-       "      <td>0.122935</td>\n",
-       "      <td>0.129995</td>\n",
-       "      <td>-7.060590e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4285</th>\n",
-       "      <td>0.126870</td>\n",
-       "      <td>0.127370</td>\n",
-       "      <td>-4.991652e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4289</th>\n",
-       "      <td>0.180490</td>\n",
-       "      <td>0.184641</td>\n",
-       "      <td>-4.150863e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4296</th>\n",
-       "      <td>0.117414</td>\n",
-       "      <td>0.093646</td>\n",
-       "      <td>2.376847e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4299</th>\n",
-       "      <td>0.074650</td>\n",
-       "      <td>0.072951</td>\n",
-       "      <td>1.698362e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4300</th>\n",
-       "      <td>0.053558</td>\n",
-       "      <td>0.059138</td>\n",
-       "      <td>-5.579460e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4301</th>\n",
-       "      <td>0.247238</td>\n",
-       "      <td>0.253182</td>\n",
-       "      <td>-5.943369e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4302</th>\n",
-       "      <td>0.142370</td>\n",
-       "      <td>0.145698</td>\n",
-       "      <td>-3.328325e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4304</th>\n",
-       "      <td>0.527912</td>\n",
-       "      <td>0.527741</td>\n",
-       "      <td>1.705349e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4306</th>\n",
-       "      <td>0.125046</td>\n",
-       "      <td>0.140829</td>\n",
-       "      <td>-1.578296e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4310</th>\n",
-       "      <td>0.323016</td>\n",
-       "      <td>0.321890</td>\n",
-       "      <td>1.125404e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4317</th>\n",
-       "      <td>0.064038</td>\n",
-       "      <td>0.071028</td>\n",
-       "      <td>-6.989686e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4320</th>\n",
-       "      <td>0.079698</td>\n",
-       "      <td>0.082745</td>\n",
-       "      <td>-3.046344e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4321</th>\n",
-       "      <td>0.073081</td>\n",
-       "      <td>0.075664</td>\n",
-       "      <td>-2.583835e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4325</th>\n",
-       "      <td>0.143271</td>\n",
-       "      <td>0.156194</td>\n",
-       "      <td>-1.292347e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4334</th>\n",
-       "      <td>0.546665</td>\n",
-       "      <td>0.561177</td>\n",
-       "      <td>-1.451200e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4343</th>\n",
-       "      <td>0.497084</td>\n",
-       "      <td>0.510397</td>\n",
-       "      <td>-1.331287e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4344</th>\n",
-       "      <td>0.467103</td>\n",
-       "      <td>0.469579</td>\n",
-       "      <td>-2.475409e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4345</th>\n",
-       "      <td>0.010089</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.008881e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4348</th>\n",
-       "      <td>0.011824</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.182371e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4349</th>\n",
-       "      <td>0.013119</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.311910e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4354</th>\n",
-       "      <td>0.014880</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.487977e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4359</th>\n",
-       "      <td>0.199206</td>\n",
-       "      <td>0.198815</td>\n",
-       "      <td>3.905101e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4360</th>\n",
-       "      <td>0.279292</td>\n",
-       "      <td>0.273803</td>\n",
-       "      <td>5.488477e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4374</th>\n",
-       "      <td>0.163248</td>\n",
-       "      <td>0.162735</td>\n",
-       "      <td>5.126559e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4378</th>\n",
-       "      <td>0.121546</td>\n",
-       "      <td>0.119426</td>\n",
-       "      <td>2.120289e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4379</th>\n",
-       "      <td>0.170968</td>\n",
-       "      <td>0.169787</td>\n",
-       "      <td>1.181178e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4381</th>\n",
-       "      <td>0.286578</td>\n",
-       "      <td>0.295394</td>\n",
-       "      <td>-8.816199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4389</th>\n",
-       "      <td>0.007911</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.910591e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4390</th>\n",
-       "      <td>0.157220</td>\n",
-       "      <td>0.158640</td>\n",
-       "      <td>-1.419971e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4391</th>\n",
-       "      <td>0.015456</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.545589e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4402</th>\n",
-       "      <td>0.058959</td>\n",
-       "      <td>0.057584</td>\n",
-       "      <td>1.375317e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4403</th>\n",
-       "      <td>0.069096</td>\n",
-       "      <td>0.072251</td>\n",
-       "      <td>-3.154255e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4408</th>\n",
-       "      <td>0.292323</td>\n",
-       "      <td>0.292542</td>\n",
-       "      <td>-2.185317e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4410</th>\n",
-       "      <td>0.214105</td>\n",
-       "      <td>0.213419</td>\n",
-       "      <td>6.865180e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4412</th>\n",
-       "      <td>0.074206</td>\n",
-       "      <td>0.076501</td>\n",
-       "      <td>-2.294705e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4414</th>\n",
-       "      <td>0.014664</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.466404e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4416</th>\n",
-       "      <td>0.195645</td>\n",
-       "      <td>0.195302</td>\n",
-       "      <td>3.430451e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4420</th>\n",
-       "      <td>0.397027</td>\n",
-       "      <td>0.404182</td>\n",
-       "      <td>-7.154953e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4422</th>\n",
-       "      <td>0.373405</td>\n",
-       "      <td>0.375635</td>\n",
-       "      <td>-2.229616e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4426</th>\n",
-       "      <td>0.034846</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.484557e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4428</th>\n",
-       "      <td>0.294849</td>\n",
-       "      <td>0.304963</td>\n",
-       "      <td>-1.011407e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4431</th>\n",
-       "      <td>0.197662</td>\n",
-       "      <td>0.195458</td>\n",
-       "      <td>2.204577e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4432</th>\n",
-       "      <td>0.169423</td>\n",
-       "      <td>0.171321</td>\n",
-       "      <td>-1.897954e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4433</th>\n",
-       "      <td>0.155262</td>\n",
-       "      <td>0.154816</td>\n",
-       "      <td>4.456654e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4438</th>\n",
-       "      <td>0.007400</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.400303e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4439</th>\n",
-       "      <td>0.136096</td>\n",
-       "      <td>0.139758</td>\n",
-       "      <td>-3.661388e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4440</th>\n",
-       "      <td>0.137531</td>\n",
-       "      <td>0.167128</td>\n",
-       "      <td>-2.959624e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4451</th>\n",
-       "      <td>0.159002</td>\n",
-       "      <td>0.158943</td>\n",
-       "      <td>5.835496e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4455</th>\n",
-       "      <td>0.014745</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.474456e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4458</th>\n",
-       "      <td>0.325522</td>\n",
-       "      <td>0.328746</td>\n",
-       "      <td>-3.223994e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4459</th>\n",
-       "      <td>0.346274</td>\n",
-       "      <td>0.363949</td>\n",
-       "      <td>-1.767462e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4460</th>\n",
-       "      <td>0.179126</td>\n",
-       "      <td>0.177689</td>\n",
-       "      <td>1.437310e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4462</th>\n",
-       "      <td>0.592153</td>\n",
-       "      <td>0.599241</td>\n",
-       "      <td>-7.087817e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4464</th>\n",
-       "      <td>0.012094</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.209442e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4466</th>\n",
-       "      <td>0.025818</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.581753e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4475</th>\n",
-       "      <td>0.010496</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.049595e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4481</th>\n",
-       "      <td>0.013249</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.324938e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4484</th>\n",
-       "      <td>0.163930</td>\n",
-       "      <td>0.151574</td>\n",
-       "      <td>1.235641e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4488</th>\n",
-       "      <td>0.414175</td>\n",
-       "      <td>0.448417</td>\n",
-       "      <td>-3.424210e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4492</th>\n",
-       "      <td>0.007523</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.522864e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4495</th>\n",
-       "      <td>0.217356</td>\n",
-       "      <td>0.215025</td>\n",
-       "      <td>2.331239e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4499</th>\n",
-       "      <td>0.239105</td>\n",
-       "      <td>0.241057</td>\n",
-       "      <td>-1.952303e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4502</th>\n",
-       "      <td>0.158270</td>\n",
-       "      <td>0.156869</td>\n",
-       "      <td>1.401092e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4504</th>\n",
-       "      <td>0.115467</td>\n",
-       "      <td>0.120012</td>\n",
-       "      <td>-4.544728e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4506</th>\n",
-       "      <td>0.266241</td>\n",
-       "      <td>0.265990</td>\n",
-       "      <td>2.516087e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4507</th>\n",
-       "      <td>0.008508</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.508210e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4509</th>\n",
-       "      <td>0.035282</td>\n",
-       "      <td>0.050828</td>\n",
-       "      <td>-1.554618e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4511</th>\n",
-       "      <td>0.107607</td>\n",
-       "      <td>0.086242</td>\n",
-       "      <td>2.136541e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4513</th>\n",
-       "      <td>0.406172</td>\n",
-       "      <td>0.406434</td>\n",
-       "      <td>-2.618691e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4518</th>\n",
-       "      <td>0.102049</td>\n",
-       "      <td>0.102781</td>\n",
-       "      <td>-7.320732e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4524</th>\n",
-       "      <td>0.094980</td>\n",
-       "      <td>0.093473</td>\n",
-       "      <td>1.506773e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4525</th>\n",
-       "      <td>0.061819</td>\n",
-       "      <td>0.044812</td>\n",
-       "      <td>1.700713e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4529</th>\n",
-       "      <td>0.164911</td>\n",
-       "      <td>0.177229</td>\n",
-       "      <td>-1.231755e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4536</th>\n",
-       "      <td>0.083572</td>\n",
-       "      <td>0.064896</td>\n",
-       "      <td>1.867605e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4537</th>\n",
-       "      <td>0.139107</td>\n",
-       "      <td>0.140645</td>\n",
-       "      <td>-1.537967e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4543</th>\n",
-       "      <td>0.155216</td>\n",
-       "      <td>0.156573</td>\n",
-       "      <td>-1.357322e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4546</th>\n",
-       "      <td>0.151319</td>\n",
-       "      <td>0.152729</td>\n",
-       "      <td>-1.409584e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4549</th>\n",
-       "      <td>0.008088</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.088360e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4553</th>\n",
-       "      <td>0.259650</td>\n",
-       "      <td>0.260446</td>\n",
-       "      <td>-7.953196e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4554</th>\n",
-       "      <td>0.175331</td>\n",
-       "      <td>0.178586</td>\n",
-       "      <td>-3.255347e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4559</th>\n",
-       "      <td>0.190470</td>\n",
-       "      <td>0.213331</td>\n",
-       "      <td>-2.286106e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4563</th>\n",
-       "      <td>0.064599</td>\n",
-       "      <td>0.077328</td>\n",
-       "      <td>-1.272899e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4574</th>\n",
-       "      <td>0.009556</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.555752e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4577</th>\n",
-       "      <td>0.087676</td>\n",
-       "      <td>0.112732</td>\n",
-       "      <td>-2.505608e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4579</th>\n",
-       "      <td>0.150674</td>\n",
-       "      <td>0.151704</td>\n",
-       "      <td>-1.030209e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4589</th>\n",
-       "      <td>0.189801</td>\n",
-       "      <td>0.202498</td>\n",
-       "      <td>-1.269729e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4590</th>\n",
-       "      <td>0.059212</td>\n",
-       "      <td>0.060187</td>\n",
-       "      <td>-9.749145e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4592</th>\n",
-       "      <td>0.092983</td>\n",
-       "      <td>0.061431</td>\n",
-       "      <td>3.155259e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4596</th>\n",
-       "      <td>0.130368</td>\n",
-       "      <td>0.127332</td>\n",
-       "      <td>3.035714e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4600</th>\n",
-       "      <td>0.128259</td>\n",
-       "      <td>0.125931</td>\n",
-       "      <td>2.327945e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4604</th>\n",
-       "      <td>0.201739</td>\n",
-       "      <td>0.211447</td>\n",
-       "      <td>-9.708320e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4612</th>\n",
-       "      <td>0.307821</td>\n",
-       "      <td>0.304087</td>\n",
-       "      <td>3.733477e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4618</th>\n",
-       "      <td>0.008832</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.832414e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4620</th>\n",
-       "      <td>0.692330</td>\n",
-       "      <td>0.708984</td>\n",
-       "      <td>-1.665482e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4621</th>\n",
-       "      <td>0.650608</td>\n",
-       "      <td>0.660982</td>\n",
-       "      <td>-1.037443e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4625</th>\n",
-       "      <td>0.012105</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.210495e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4627</th>\n",
-       "      <td>0.102871</td>\n",
-       "      <td>0.109479</td>\n",
-       "      <td>-6.608240e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4629</th>\n",
-       "      <td>0.007625</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.625223e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4632</th>\n",
-       "      <td>0.210818</td>\n",
-       "      <td>0.215843</td>\n",
-       "      <td>-5.025393e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4634</th>\n",
-       "      <td>0.208854</td>\n",
-       "      <td>0.212473</td>\n",
-       "      <td>-3.619484e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4637</th>\n",
-       "      <td>0.046348</td>\n",
-       "      <td>0.060003</td>\n",
-       "      <td>-1.365445e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4640</th>\n",
-       "      <td>0.056083</td>\n",
-       "      <td>0.062147</td>\n",
-       "      <td>-6.063564e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4641</th>\n",
-       "      <td>0.181808</td>\n",
-       "      <td>0.181381</td>\n",
-       "      <td>4.269426e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4642</th>\n",
-       "      <td>0.434828</td>\n",
-       "      <td>0.441633</td>\n",
-       "      <td>-6.804137e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4643</th>\n",
-       "      <td>0.113995</td>\n",
-       "      <td>0.113213</td>\n",
-       "      <td>7.820433e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4645</th>\n",
-       "      <td>0.241464</td>\n",
-       "      <td>0.248794</td>\n",
-       "      <td>-7.329611e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4647</th>\n",
-       "      <td>0.225440</td>\n",
-       "      <td>0.235896</td>\n",
-       "      <td>-1.045603e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4649</th>\n",
-       "      <td>0.202621</td>\n",
-       "      <td>0.203057</td>\n",
-       "      <td>-4.362986e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4658</th>\n",
-       "      <td>0.248098</td>\n",
-       "      <td>0.237845</td>\n",
-       "      <td>1.025374e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4660</th>\n",
-       "      <td>0.112603</td>\n",
-       "      <td>0.144739</td>\n",
-       "      <td>-3.213533e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4663</th>\n",
-       "      <td>0.180285</td>\n",
-       "      <td>0.181638</td>\n",
-       "      <td>-1.352805e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4672</th>\n",
-       "      <td>0.010338</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.033828e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4675</th>\n",
-       "      <td>0.125407</td>\n",
-       "      <td>0.134110</td>\n",
-       "      <td>-8.702830e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4676</th>\n",
-       "      <td>0.181017</td>\n",
-       "      <td>0.188908</td>\n",
-       "      <td>-7.890455e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4677</th>\n",
-       "      <td>0.011058</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.105824e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4678</th>\n",
-       "      <td>0.133210</td>\n",
-       "      <td>0.127249</td>\n",
-       "      <td>5.960365e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4682</th>\n",
-       "      <td>0.103276</td>\n",
-       "      <td>0.108613</td>\n",
-       "      <td>-5.336667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4683</th>\n",
-       "      <td>0.182250</td>\n",
-       "      <td>0.184874</td>\n",
-       "      <td>-2.624948e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4686</th>\n",
-       "      <td>0.008131</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.131091e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4688</th>\n",
-       "      <td>0.302049</td>\n",
-       "      <td>0.312324</td>\n",
-       "      <td>-1.027507e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4690</th>\n",
-       "      <td>0.145789</td>\n",
-       "      <td>0.144202</td>\n",
-       "      <td>1.587467e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4691</th>\n",
-       "      <td>0.364716</td>\n",
-       "      <td>0.371425</td>\n",
-       "      <td>-6.709777e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4692</th>\n",
-       "      <td>0.186327</td>\n",
-       "      <td>0.189281</td>\n",
-       "      <td>-2.953316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4704</th>\n",
-       "      <td>0.116828</td>\n",
-       "      <td>0.115625</td>\n",
-       "      <td>1.202342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4707</th>\n",
-       "      <td>0.016341</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.634142e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4708</th>\n",
-       "      <td>0.079871</td>\n",
-       "      <td>0.077847</td>\n",
-       "      <td>2.023658e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4717</th>\n",
-       "      <td>0.007901</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.901206e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4719</th>\n",
-       "      <td>0.347043</td>\n",
-       "      <td>0.379981</td>\n",
-       "      <td>-3.293783e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4725</th>\n",
-       "      <td>0.011800</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.180020e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4730</th>\n",
-       "      <td>0.020998</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.099752e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4733</th>\n",
-       "      <td>0.111548</td>\n",
-       "      <td>0.148298</td>\n",
-       "      <td>-3.675013e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4736</th>\n",
-       "      <td>0.077757</td>\n",
-       "      <td>0.095052</td>\n",
-       "      <td>-1.729494e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4737</th>\n",
-       "      <td>0.088177</td>\n",
-       "      <td>0.076186</td>\n",
-       "      <td>1.199161e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4744</th>\n",
-       "      <td>0.103032</td>\n",
-       "      <td>0.108319</td>\n",
-       "      <td>-5.286977e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4747</th>\n",
-       "      <td>0.008279</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.279238e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4750</th>\n",
-       "      <td>0.121174</td>\n",
-       "      <td>0.119621</td>\n",
-       "      <td>1.552803e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4752</th>\n",
-       "      <td>0.021618</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.161757e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4756</th>\n",
-       "      <td>0.018799</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.879854e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4762</th>\n",
-       "      <td>0.076297</td>\n",
-       "      <td>0.086988</td>\n",
-       "      <td>-1.069101e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4763</th>\n",
-       "      <td>0.029128</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.912797e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4766</th>\n",
-       "      <td>0.059645</td>\n",
-       "      <td>0.066287</td>\n",
-       "      <td>-6.641543e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4768</th>\n",
-       "      <td>0.542091</td>\n",
-       "      <td>0.547903</td>\n",
-       "      <td>-5.812488e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4771</th>\n",
-       "      <td>0.007566</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.566387e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4773</th>\n",
-       "      <td>0.008903</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.902709e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>0.012959</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.295893e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>0.401204</td>\n",
-       "      <td>0.397022</td>\n",
-       "      <td>4.182788e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>0.196815</td>\n",
-       "      <td>0.199607</td>\n",
-       "      <td>-2.792722e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>0.138981</td>\n",
-       "      <td>0.131978</td>\n",
-       "      <td>7.002785e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>0.152081</td>\n",
-       "      <td>0.161750</td>\n",
-       "      <td>-9.668598e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>0.164655</td>\n",
-       "      <td>0.175767</td>\n",
-       "      <td>-1.111258e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>0.171710</td>\n",
-       "      <td>0.176463</td>\n",
-       "      <td>-4.752869e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4809</th>\n",
-       "      <td>0.197292</td>\n",
-       "      <td>0.195387</td>\n",
-       "      <td>1.905225e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4811</th>\n",
-       "      <td>0.223504</td>\n",
-       "      <td>0.223005</td>\n",
-       "      <td>4.988176e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4816</th>\n",
-       "      <td>0.136974</td>\n",
-       "      <td>0.138043</td>\n",
-       "      <td>-1.068498e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4817</th>\n",
-       "      <td>0.007677</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.676980e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4820</th>\n",
-       "      <td>0.221168</td>\n",
-       "      <td>0.235093</td>\n",
-       "      <td>-1.392425e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4822</th>\n",
-       "      <td>0.205320</td>\n",
-       "      <td>0.207674</td>\n",
-       "      <td>-2.354029e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4823</th>\n",
-       "      <td>0.173290</td>\n",
-       "      <td>0.166295</td>\n",
-       "      <td>6.994164e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4824</th>\n",
-       "      <td>0.495470</td>\n",
-       "      <td>0.518310</td>\n",
-       "      <td>-2.283996e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4825</th>\n",
-       "      <td>0.101671</td>\n",
-       "      <td>0.105520</td>\n",
-       "      <td>-3.849447e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4826</th>\n",
-       "      <td>0.171129</td>\n",
-       "      <td>0.178870</td>\n",
-       "      <td>-7.741615e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4830</th>\n",
-       "      <td>0.065057</td>\n",
-       "      <td>0.065623</td>\n",
-       "      <td>-5.654489e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4834</th>\n",
-       "      <td>0.175319</td>\n",
-       "      <td>0.176070</td>\n",
-       "      <td>-7.506302e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4838</th>\n",
-       "      <td>0.198499</td>\n",
-       "      <td>0.211397</td>\n",
-       "      <td>-1.289833e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4842</th>\n",
-       "      <td>0.009233</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.232944e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4850</th>\n",
-       "      <td>0.138952</td>\n",
-       "      <td>0.127776</td>\n",
-       "      <td>1.117597e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4853</th>\n",
-       "      <td>0.429249</td>\n",
-       "      <td>0.445731</td>\n",
-       "      <td>-1.648240e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4862</th>\n",
-       "      <td>0.087294</td>\n",
-       "      <td>0.088927</td>\n",
-       "      <td>-1.633096e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4865</th>\n",
-       "      <td>0.176228</td>\n",
-       "      <td>0.173893</td>\n",
-       "      <td>2.335263e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4869</th>\n",
-       "      <td>0.016076</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.607610e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4871</th>\n",
-       "      <td>0.176622</td>\n",
-       "      <td>0.193301</td>\n",
-       "      <td>-1.667908e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4872</th>\n",
-       "      <td>0.069624</td>\n",
-       "      <td>0.072016</td>\n",
-       "      <td>-2.391614e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4873</th>\n",
-       "      <td>0.238701</td>\n",
-       "      <td>0.237746</td>\n",
-       "      <td>9.547480e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4874</th>\n",
-       "      <td>0.082940</td>\n",
-       "      <td>0.087330</td>\n",
-       "      <td>-4.389795e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4881</th>\n",
-       "      <td>0.227038</td>\n",
-       "      <td>0.229669</td>\n",
-       "      <td>-2.630097e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4884</th>\n",
-       "      <td>0.581170</td>\n",
-       "      <td>0.623961</td>\n",
-       "      <td>-4.279102e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4886</th>\n",
-       "      <td>0.064097</td>\n",
-       "      <td>0.065273</td>\n",
-       "      <td>-1.175830e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4888</th>\n",
-       "      <td>0.223525</td>\n",
-       "      <td>0.221194</td>\n",
-       "      <td>2.330613e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4898</th>\n",
-       "      <td>0.032548</td>\n",
-       "      <td>0.067815</td>\n",
-       "      <td>-3.526639e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4904</th>\n",
-       "      <td>0.009513</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.512638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4907</th>\n",
-       "      <td>0.230985</td>\n",
-       "      <td>0.230011</td>\n",
-       "      <td>9.741100e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4909</th>\n",
-       "      <td>0.063665</td>\n",
-       "      <td>0.064962</td>\n",
-       "      <td>-1.297499e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4910</th>\n",
-       "      <td>0.378121</td>\n",
-       "      <td>0.378723</td>\n",
-       "      <td>-6.013921e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4914</th>\n",
-       "      <td>0.168023</td>\n",
-       "      <td>0.176264</td>\n",
-       "      <td>-8.241158e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4917</th>\n",
-       "      <td>0.244051</td>\n",
-       "      <td>0.249956</td>\n",
-       "      <td>-5.904506e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4921</th>\n",
-       "      <td>0.268496</td>\n",
-       "      <td>0.269118</td>\n",
-       "      <td>-6.218458e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4926</th>\n",
-       "      <td>0.525065</td>\n",
-       "      <td>0.525729</td>\n",
-       "      <td>-6.640449e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4928</th>\n",
-       "      <td>0.009183</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.183057e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4930</th>\n",
-       "      <td>0.183581</td>\n",
-       "      <td>0.185678</td>\n",
-       "      <td>-2.096894e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4931</th>\n",
-       "      <td>0.008476</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.476216e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4932</th>\n",
-       "      <td>0.109077</td>\n",
-       "      <td>0.116684</td>\n",
-       "      <td>-7.606999e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4933</th>\n",
-       "      <td>0.216918</td>\n",
-       "      <td>0.211393</td>\n",
-       "      <td>5.524296e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4937</th>\n",
-       "      <td>0.189149</td>\n",
-       "      <td>0.186723</td>\n",
-       "      <td>2.425873e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4939</th>\n",
-       "      <td>0.314003</td>\n",
-       "      <td>0.329436</td>\n",
-       "      <td>-1.543382e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4940</th>\n",
-       "      <td>0.137529</td>\n",
-       "      <td>0.145237</td>\n",
-       "      <td>-7.708228e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4942</th>\n",
-       "      <td>0.019116</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.911592e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4943</th>\n",
-       "      <td>0.112101</td>\n",
-       "      <td>0.113232</td>\n",
-       "      <td>-1.130822e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4945</th>\n",
-       "      <td>0.078716</td>\n",
-       "      <td>0.088210</td>\n",
-       "      <td>-9.494768e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4951</th>\n",
-       "      <td>0.130372</td>\n",
-       "      <td>0.124588</td>\n",
-       "      <td>5.783533e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4952</th>\n",
-       "      <td>0.035790</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.579023e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4957</th>\n",
-       "      <td>0.007673</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.673065e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4958</th>\n",
-       "      <td>0.110542</td>\n",
-       "      <td>0.131221</td>\n",
-       "      <td>-2.067887e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4959</th>\n",
-       "      <td>0.266160</td>\n",
-       "      <td>0.267284</td>\n",
-       "      <td>-1.124317e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4962</th>\n",
-       "      <td>0.317657</td>\n",
-       "      <td>0.323300</td>\n",
-       "      <td>-5.642564e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4964</th>\n",
-       "      <td>0.013775</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.377548e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4965</th>\n",
-       "      <td>0.013270</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.327019e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4969</th>\n",
-       "      <td>0.159444</td>\n",
-       "      <td>0.170034</td>\n",
-       "      <td>-1.059072e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4970</th>\n",
-       "      <td>0.302240</td>\n",
-       "      <td>0.318794</td>\n",
-       "      <td>-1.655401e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4972</th>\n",
-       "      <td>0.095144</td>\n",
-       "      <td>0.096282</td>\n",
-       "      <td>-1.137355e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4974</th>\n",
-       "      <td>0.295254</td>\n",
-       "      <td>0.318948</td>\n",
-       "      <td>-2.369393e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4981</th>\n",
-       "      <td>0.088887</td>\n",
-       "      <td>0.089995</td>\n",
-       "      <td>-1.107513e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4983</th>\n",
-       "      <td>0.141601</td>\n",
-       "      <td>0.137012</td>\n",
-       "      <td>4.589202e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4990</th>\n",
-       "      <td>0.013705</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.370486e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5005</th>\n",
-       "      <td>0.139294</td>\n",
-       "      <td>0.150854</td>\n",
-       "      <td>-1.155967e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5006</th>\n",
-       "      <td>0.014024</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.402435e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5007</th>\n",
-       "      <td>0.241123</td>\n",
-       "      <td>0.242024</td>\n",
-       "      <td>-9.003824e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5009</th>\n",
-       "      <td>0.007193</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.192856e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5017</th>\n",
-       "      <td>0.085010</td>\n",
-       "      <td>0.094421</td>\n",
-       "      <td>-9.411201e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5022</th>\n",
-       "      <td>0.110306</td>\n",
-       "      <td>0.111067</td>\n",
-       "      <td>-7.601939e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5025</th>\n",
-       "      <td>0.163648</td>\n",
-       "      <td>0.166724</td>\n",
-       "      <td>-3.075996e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5026</th>\n",
-       "      <td>0.175389</td>\n",
-       "      <td>0.179957</td>\n",
-       "      <td>-4.567905e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5028</th>\n",
-       "      <td>0.008650</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.650089e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5034</th>\n",
-       "      <td>0.166633</td>\n",
-       "      <td>0.182065</td>\n",
-       "      <td>-1.543111e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5035</th>\n",
-       "      <td>0.131851</td>\n",
-       "      <td>0.130524</td>\n",
-       "      <td>1.327458e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5041</th>\n",
-       "      <td>0.017206</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.720629e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5043</th>\n",
-       "      <td>0.176184</td>\n",
-       "      <td>0.178664</td>\n",
-       "      <td>-2.479411e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5049</th>\n",
-       "      <td>0.211531</td>\n",
-       "      <td>0.218267</td>\n",
-       "      <td>-6.735075e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5054</th>\n",
-       "      <td>0.231198</td>\n",
-       "      <td>0.236320</td>\n",
-       "      <td>-5.121510e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5057</th>\n",
-       "      <td>0.023949</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.394907e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5062</th>\n",
-       "      <td>0.066900</td>\n",
-       "      <td>0.065078</td>\n",
-       "      <td>1.822347e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5063</th>\n",
-       "      <td>0.007870</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.869625e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5070</th>\n",
-       "      <td>0.168302</td>\n",
-       "      <td>0.179437</td>\n",
-       "      <td>-1.113481e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5071</th>\n",
-       "      <td>0.194524</td>\n",
-       "      <td>0.195874</td>\n",
-       "      <td>-1.349912e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5073</th>\n",
-       "      <td>0.180343</td>\n",
-       "      <td>0.179388</td>\n",
-       "      <td>9.550820e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5075</th>\n",
-       "      <td>0.132795</td>\n",
-       "      <td>0.136340</td>\n",
-       "      <td>-3.545025e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5080</th>\n",
-       "      <td>0.230075</td>\n",
-       "      <td>0.222099</td>\n",
-       "      <td>7.976479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5082</th>\n",
-       "      <td>0.153223</td>\n",
-       "      <td>0.154501</td>\n",
-       "      <td>-1.278338e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5084</th>\n",
-       "      <td>0.015155</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.515454e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5091</th>\n",
-       "      <td>0.014163</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.416284e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5093</th>\n",
-       "      <td>0.297597</td>\n",
-       "      <td>0.296772</td>\n",
-       "      <td>8.251861e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5095</th>\n",
-       "      <td>0.328079</td>\n",
-       "      <td>0.329248</td>\n",
-       "      <td>-1.168297e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5098</th>\n",
-       "      <td>0.033329</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.332915e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5099</th>\n",
-       "      <td>0.244519</td>\n",
-       "      <td>0.297164</td>\n",
-       "      <td>-5.264553e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5104</th>\n",
-       "      <td>0.075630</td>\n",
-       "      <td>0.076738</td>\n",
-       "      <td>-1.108429e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5105</th>\n",
-       "      <td>0.258877</td>\n",
-       "      <td>0.306941</td>\n",
-       "      <td>-4.806423e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5109</th>\n",
-       "      <td>0.088446</td>\n",
-       "      <td>0.088543</td>\n",
-       "      <td>-9.694612e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5111</th>\n",
-       "      <td>0.250725</td>\n",
-       "      <td>0.247628</td>\n",
-       "      <td>3.097573e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5114</th>\n",
-       "      <td>0.089018</td>\n",
-       "      <td>0.091723</td>\n",
-       "      <td>-2.704899e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5115</th>\n",
-       "      <td>0.080189</td>\n",
-       "      <td>0.090157</td>\n",
-       "      <td>-9.967731e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5117</th>\n",
-       "      <td>0.016525</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.652452e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5118</th>\n",
-       "      <td>0.115602</td>\n",
-       "      <td>0.137817</td>\n",
-       "      <td>-2.221499e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5119</th>\n",
-       "      <td>0.229939</td>\n",
-       "      <td>0.244052</td>\n",
-       "      <td>-1.411221e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5122</th>\n",
-       "      <td>0.168296</td>\n",
-       "      <td>0.176933</td>\n",
-       "      <td>-8.637268e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5123</th>\n",
-       "      <td>0.248563</td>\n",
-       "      <td>0.252706</td>\n",
-       "      <td>-4.142593e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5139</th>\n",
-       "      <td>0.059426</td>\n",
-       "      <td>0.064136</td>\n",
-       "      <td>-4.709723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5140</th>\n",
-       "      <td>0.138725</td>\n",
-       "      <td>0.136519</td>\n",
-       "      <td>2.205858e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5147</th>\n",
-       "      <td>0.139790</td>\n",
-       "      <td>0.138237</td>\n",
-       "      <td>1.552361e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5148</th>\n",
-       "      <td>0.103188</td>\n",
-       "      <td>0.104055</td>\n",
-       "      <td>-8.670264e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5157</th>\n",
-       "      <td>0.031512</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.151244e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5160</th>\n",
-       "      <td>0.140596</td>\n",
-       "      <td>0.151273</td>\n",
-       "      <td>-1.067707e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5163</th>\n",
-       "      <td>0.010881</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.088090e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5165</th>\n",
-       "      <td>0.114811</td>\n",
-       "      <td>0.063517</td>\n",
-       "      <td>5.129454e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5166</th>\n",
-       "      <td>0.143905</td>\n",
-       "      <td>0.141015</td>\n",
-       "      <td>2.889732e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5168</th>\n",
-       "      <td>0.059982</td>\n",
-       "      <td>0.060371</td>\n",
-       "      <td>-3.895234e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5171</th>\n",
-       "      <td>0.223094</td>\n",
-       "      <td>0.238483</td>\n",
-       "      <td>-1.538936e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5177</th>\n",
-       "      <td>0.127144</td>\n",
-       "      <td>0.119925</td>\n",
-       "      <td>7.218869e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5180</th>\n",
-       "      <td>0.433788</td>\n",
-       "      <td>0.432868</td>\n",
-       "      <td>9.199286e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5182</th>\n",
-       "      <td>0.151596</td>\n",
-       "      <td>0.148464</td>\n",
-       "      <td>3.131726e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5184</th>\n",
-       "      <td>0.086130</td>\n",
-       "      <td>0.094940</td>\n",
-       "      <td>-8.810537e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5186</th>\n",
-       "      <td>0.075539</td>\n",
-       "      <td>0.074219</td>\n",
-       "      <td>1.320557e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5187</th>\n",
-       "      <td>0.158567</td>\n",
-       "      <td>0.159784</td>\n",
-       "      <td>-1.216860e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5189</th>\n",
-       "      <td>0.345996</td>\n",
-       "      <td>0.349148</td>\n",
-       "      <td>-3.151781e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5190</th>\n",
-       "      <td>0.097178</td>\n",
-       "      <td>0.097380</td>\n",
-       "      <td>-2.023088e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5192</th>\n",
-       "      <td>0.267103</td>\n",
-       "      <td>0.266468</td>\n",
-       "      <td>6.357330e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5195</th>\n",
-       "      <td>0.008341</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.341281e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5197</th>\n",
-       "      <td>0.162085</td>\n",
-       "      <td>0.161488</td>\n",
-       "      <td>5.976922e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5203</th>\n",
-       "      <td>0.056161</td>\n",
-       "      <td>0.055136</td>\n",
-       "      <td>1.024903e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5204</th>\n",
-       "      <td>0.247733</td>\n",
-       "      <td>0.259671</td>\n",
-       "      <td>-1.193794e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5209</th>\n",
-       "      <td>0.206109</td>\n",
-       "      <td>0.213005</td>\n",
-       "      <td>-6.896326e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5211</th>\n",
-       "      <td>0.363599</td>\n",
-       "      <td>0.369421</td>\n",
-       "      <td>-5.822019e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5212</th>\n",
-       "      <td>0.117808</td>\n",
-       "      <td>0.117758</td>\n",
-       "      <td>4.960035e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5215</th>\n",
-       "      <td>0.126104</td>\n",
-       "      <td>0.136646</td>\n",
-       "      <td>-1.054175e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5221</th>\n",
-       "      <td>0.011074</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.107449e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5223</th>\n",
-       "      <td>0.187064</td>\n",
-       "      <td>0.189790</td>\n",
-       "      <td>-2.725608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5227</th>\n",
-       "      <td>0.027574</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.757360e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5232</th>\n",
-       "      <td>0.010398</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.039846e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5235</th>\n",
-       "      <td>0.338244</td>\n",
-       "      <td>0.345057</td>\n",
-       "      <td>-6.813306e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5237</th>\n",
-       "      <td>0.113274</td>\n",
-       "      <td>0.117892</td>\n",
-       "      <td>-4.617163e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5246</th>\n",
-       "      <td>0.218448</td>\n",
-       "      <td>0.231080</td>\n",
-       "      <td>-1.263169e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5249</th>\n",
-       "      <td>0.017949</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.794935e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5251</th>\n",
-       "      <td>0.321671</td>\n",
-       "      <td>0.330710</td>\n",
-       "      <td>-9.038266e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5255</th>\n",
-       "      <td>0.175803</td>\n",
-       "      <td>0.172126</td>\n",
-       "      <td>3.677084e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5257</th>\n",
-       "      <td>0.230775</td>\n",
-       "      <td>0.227644</td>\n",
-       "      <td>3.130869e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5258</th>\n",
-       "      <td>0.073099</td>\n",
-       "      <td>0.045453</td>\n",
-       "      <td>2.764591e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5259</th>\n",
-       "      <td>0.212247</td>\n",
-       "      <td>0.212578</td>\n",
-       "      <td>-3.306757e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5261</th>\n",
-       "      <td>0.471815</td>\n",
-       "      <td>0.489330</td>\n",
-       "      <td>-1.751407e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5264</th>\n",
-       "      <td>0.335371</td>\n",
-       "      <td>0.341222</td>\n",
-       "      <td>-5.851385e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5270</th>\n",
-       "      <td>0.434287</td>\n",
-       "      <td>0.442516</td>\n",
-       "      <td>-8.229527e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5273</th>\n",
-       "      <td>0.178030</td>\n",
-       "      <td>0.181407</td>\n",
-       "      <td>-3.377323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5276</th>\n",
-       "      <td>0.012656</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.265618e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5286</th>\n",
-       "      <td>0.018652</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.865216e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5290</th>\n",
-       "      <td>0.375252</td>\n",
-       "      <td>0.377491</td>\n",
-       "      <td>-2.238751e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5297</th>\n",
-       "      <td>0.144085</td>\n",
-       "      <td>0.161107</td>\n",
-       "      <td>-1.702236e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5303</th>\n",
-       "      <td>0.030035</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.003510e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5306</th>\n",
-       "      <td>0.112389</td>\n",
-       "      <td>0.112946</td>\n",
-       "      <td>-5.572914e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5308</th>\n",
-       "      <td>0.064586</td>\n",
-       "      <td>0.062570</td>\n",
-       "      <td>2.015888e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5309</th>\n",
-       "      <td>0.455332</td>\n",
-       "      <td>0.459774</td>\n",
-       "      <td>-4.442718e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5311</th>\n",
-       "      <td>0.049425</td>\n",
-       "      <td>0.049355</td>\n",
-       "      <td>7.042910e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5314</th>\n",
-       "      <td>0.104382</td>\n",
-       "      <td>0.107422</td>\n",
-       "      <td>-3.039924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5320</th>\n",
-       "      <td>0.018805</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.880535e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5322</th>\n",
-       "      <td>0.460786</td>\n",
-       "      <td>0.473037</td>\n",
-       "      <td>-1.225070e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5330</th>\n",
-       "      <td>0.175823</td>\n",
-       "      <td>0.182909</td>\n",
-       "      <td>-7.085180e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5331</th>\n",
-       "      <td>0.115916</td>\n",
-       "      <td>0.125668</td>\n",
-       "      <td>-9.752431e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5334</th>\n",
-       "      <td>0.007588</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.587625e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5339</th>\n",
-       "      <td>0.155216</td>\n",
-       "      <td>0.160755</td>\n",
-       "      <td>-5.539461e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5348</th>\n",
-       "      <td>0.321135</td>\n",
-       "      <td>0.340031</td>\n",
-       "      <td>-1.889580e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5351</th>\n",
-       "      <td>0.078274</td>\n",
-       "      <td>0.084877</td>\n",
-       "      <td>-6.602769e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5352</th>\n",
-       "      <td>0.193537</td>\n",
-       "      <td>0.189264</td>\n",
-       "      <td>4.272247e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5354</th>\n",
-       "      <td>0.115411</td>\n",
-       "      <td>0.119100</td>\n",
-       "      <td>-3.689303e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5356</th>\n",
-       "      <td>0.013204</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.320374e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5360</th>\n",
-       "      <td>0.051203</td>\n",
-       "      <td>0.072600</td>\n",
-       "      <td>-2.139663e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5362</th>\n",
-       "      <td>0.190600</td>\n",
-       "      <td>0.197348</td>\n",
-       "      <td>-6.748587e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5367</th>\n",
-       "      <td>0.177673</td>\n",
-       "      <td>0.182969</td>\n",
-       "      <td>-5.295243e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5369</th>\n",
-       "      <td>0.177244</td>\n",
-       "      <td>0.179204</td>\n",
-       "      <td>-1.960689e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5371</th>\n",
-       "      <td>0.263390</td>\n",
-       "      <td>0.281721</td>\n",
-       "      <td>-1.833051e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5373</th>\n",
-       "      <td>0.166711</td>\n",
-       "      <td>0.171824</td>\n",
-       "      <td>-5.112872e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5379</th>\n",
-       "      <td>0.079539</td>\n",
-       "      <td>0.079849</td>\n",
-       "      <td>-3.101092e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5380</th>\n",
-       "      <td>0.347567</td>\n",
-       "      <td>0.354689</td>\n",
-       "      <td>-7.122556e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5381</th>\n",
-       "      <td>0.213867</td>\n",
-       "      <td>0.201216</td>\n",
-       "      <td>1.265128e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5383</th>\n",
-       "      <td>0.125127</td>\n",
-       "      <td>0.131896</td>\n",
-       "      <td>-6.769334e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5390</th>\n",
-       "      <td>0.088750</td>\n",
-       "      <td>0.110390</td>\n",
-       "      <td>-2.163990e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5391</th>\n",
-       "      <td>0.171455</td>\n",
-       "      <td>0.175408</td>\n",
-       "      <td>-3.953185e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5392</th>\n",
-       "      <td>0.502428</td>\n",
-       "      <td>0.525303</td>\n",
-       "      <td>-2.287522e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5399</th>\n",
-       "      <td>0.133481</td>\n",
-       "      <td>0.150034</td>\n",
-       "      <td>-1.655304e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5401</th>\n",
-       "      <td>0.178568</td>\n",
-       "      <td>0.192181</td>\n",
-       "      <td>-1.361211e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5402</th>\n",
-       "      <td>0.080356</td>\n",
-       "      <td>0.089894</td>\n",
-       "      <td>-9.538311e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5405</th>\n",
-       "      <td>0.265615</td>\n",
-       "      <td>0.268045</td>\n",
-       "      <td>-2.429091e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5406</th>\n",
-       "      <td>0.144622</td>\n",
-       "      <td>0.161024</td>\n",
-       "      <td>-1.640269e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5409</th>\n",
-       "      <td>0.334151</td>\n",
-       "      <td>0.333134</td>\n",
-       "      <td>1.017782e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5411</th>\n",
-       "      <td>0.008793</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.792619e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5415</th>\n",
-       "      <td>0.118324</td>\n",
-       "      <td>0.171893</td>\n",
-       "      <td>-5.356895e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5426</th>\n",
-       "      <td>0.199223</td>\n",
-       "      <td>0.218037</td>\n",
-       "      <td>-1.881448e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5434</th>\n",
-       "      <td>0.066468</td>\n",
-       "      <td>0.070206</td>\n",
-       "      <td>-3.737482e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5438</th>\n",
-       "      <td>0.129344</td>\n",
-       "      <td>0.148964</td>\n",
-       "      <td>-1.961981e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5439</th>\n",
-       "      <td>0.094779</td>\n",
-       "      <td>0.094955</td>\n",
-       "      <td>-1.760460e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5440</th>\n",
-       "      <td>0.032708</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.270808e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5445</th>\n",
-       "      <td>0.140916</td>\n",
-       "      <td>0.146396</td>\n",
-       "      <td>-5.479961e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5448</th>\n",
-       "      <td>0.285361</td>\n",
-       "      <td>0.291397</td>\n",
-       "      <td>-6.036536e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5451</th>\n",
-       "      <td>0.162910</td>\n",
-       "      <td>0.165280</td>\n",
-       "      <td>-2.370219e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5452</th>\n",
-       "      <td>0.176587</td>\n",
-       "      <td>0.193306</td>\n",
-       "      <td>-1.671840e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5455</th>\n",
-       "      <td>0.109511</td>\n",
-       "      <td>0.129340</td>\n",
-       "      <td>-1.982955e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5456</th>\n",
-       "      <td>0.210988</td>\n",
-       "      <td>0.217800</td>\n",
-       "      <td>-6.812207e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5459</th>\n",
-       "      <td>0.019761</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.976138e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5464</th>\n",
-       "      <td>0.240746</td>\n",
-       "      <td>0.220157</td>\n",
-       "      <td>2.058911e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5465</th>\n",
-       "      <td>0.254041</td>\n",
-       "      <td>0.264909</td>\n",
-       "      <td>-1.086781e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5466</th>\n",
-       "      <td>0.080212</td>\n",
-       "      <td>0.110061</td>\n",
-       "      <td>-2.984844e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5467</th>\n",
-       "      <td>0.333142</td>\n",
-       "      <td>0.353392</td>\n",
-       "      <td>-2.024985e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5473</th>\n",
-       "      <td>0.562369</td>\n",
-       "      <td>0.561102</td>\n",
-       "      <td>1.266697e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5474</th>\n",
-       "      <td>0.235458</td>\n",
-       "      <td>0.247612</td>\n",
-       "      <td>-1.215386e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5475</th>\n",
-       "      <td>0.280200</td>\n",
-       "      <td>0.274244</td>\n",
-       "      <td>5.955273e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5476</th>\n",
-       "      <td>0.131045</td>\n",
-       "      <td>0.131207</td>\n",
-       "      <td>-1.625624e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5483</th>\n",
-       "      <td>0.139564</td>\n",
-       "      <td>0.138155</td>\n",
-       "      <td>1.409254e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5484</th>\n",
-       "      <td>0.192407</td>\n",
-       "      <td>0.192459</td>\n",
-       "      <td>-5.246647e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5485</th>\n",
-       "      <td>0.014516</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.451650e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5488</th>\n",
-       "      <td>0.030604</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.060364e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5489</th>\n",
-       "      <td>0.316954</td>\n",
-       "      <td>0.328282</td>\n",
-       "      <td>-1.132781e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5505</th>\n",
-       "      <td>0.448208</td>\n",
-       "      <td>0.464062</td>\n",
-       "      <td>-1.585405e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5509</th>\n",
-       "      <td>0.199783</td>\n",
-       "      <td>0.208084</td>\n",
-       "      <td>-8.301302e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5511</th>\n",
-       "      <td>0.039330</td>\n",
-       "      <td>0.063301</td>\n",
-       "      <td>-2.397051e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5512</th>\n",
-       "      <td>0.526888</td>\n",
-       "      <td>0.558748</td>\n",
-       "      <td>-3.186018e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5516</th>\n",
-       "      <td>0.272582</td>\n",
-       "      <td>0.277905</td>\n",
-       "      <td>-5.322635e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5517</th>\n",
-       "      <td>0.492164</td>\n",
-       "      <td>0.491550</td>\n",
-       "      <td>6.144651e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5519</th>\n",
-       "      <td>0.127542</td>\n",
-       "      <td>0.132396</td>\n",
-       "      <td>-4.853809e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5520</th>\n",
-       "      <td>0.215548</td>\n",
-       "      <td>0.226252</td>\n",
-       "      <td>-1.070347e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5538</th>\n",
-       "      <td>0.537025</td>\n",
-       "      <td>0.535674</td>\n",
-       "      <td>1.351054e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5539</th>\n",
-       "      <td>0.105520</td>\n",
-       "      <td>0.107483</td>\n",
-       "      <td>-1.963182e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5541</th>\n",
-       "      <td>0.063195</td>\n",
-       "      <td>0.063102</td>\n",
-       "      <td>9.216512e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5548</th>\n",
-       "      <td>0.128292</td>\n",
-       "      <td>0.130521</td>\n",
-       "      <td>-2.229028e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5549</th>\n",
-       "      <td>0.327025</td>\n",
-       "      <td>0.341195</td>\n",
-       "      <td>-1.416969e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5559</th>\n",
-       "      <td>0.324695</td>\n",
-       "      <td>0.339620</td>\n",
-       "      <td>-1.492459e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5560</th>\n",
-       "      <td>0.079156</td>\n",
-       "      <td>0.090722</td>\n",
-       "      <td>-1.156681e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5562</th>\n",
-       "      <td>0.198795</td>\n",
-       "      <td>0.201068</td>\n",
-       "      <td>-2.273269e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5563</th>\n",
-       "      <td>0.011701</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.170056e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5568</th>\n",
-       "      <td>0.050712</td>\n",
-       "      <td>0.060791</td>\n",
-       "      <td>-1.007870e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5569</th>\n",
-       "      <td>0.015606</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.560602e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5570</th>\n",
-       "      <td>0.173799</td>\n",
-       "      <td>0.175395</td>\n",
-       "      <td>-1.595380e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5572</th>\n",
-       "      <td>0.099233</td>\n",
-       "      <td>0.099268</td>\n",
-       "      <td>-3.441691e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5573</th>\n",
-       "      <td>0.392584</td>\n",
-       "      <td>0.392339</td>\n",
-       "      <td>2.451594e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5577</th>\n",
-       "      <td>0.031466</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.146588e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5582</th>\n",
-       "      <td>0.024448</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.444810e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5585</th>\n",
-       "      <td>0.387383</td>\n",
-       "      <td>0.386144</td>\n",
-       "      <td>1.239011e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5589</th>\n",
-       "      <td>0.424900</td>\n",
-       "      <td>0.451636</td>\n",
-       "      <td>-2.673628e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5592</th>\n",
-       "      <td>0.022055</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.205473e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5595</th>\n",
-       "      <td>0.163022</td>\n",
-       "      <td>0.177898</td>\n",
-       "      <td>-1.487596e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5600</th>\n",
-       "      <td>0.174210</td>\n",
-       "      <td>0.173240</td>\n",
-       "      <td>9.699147e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5610</th>\n",
-       "      <td>0.193072</td>\n",
-       "      <td>0.193513</td>\n",
-       "      <td>-4.406697e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5617</th>\n",
-       "      <td>0.009323</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.322667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5627</th>\n",
-       "      <td>0.009009</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.008535e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5636</th>\n",
-       "      <td>0.483223</td>\n",
-       "      <td>0.488730</td>\n",
-       "      <td>-5.507152e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5637</th>\n",
-       "      <td>0.190533</td>\n",
-       "      <td>0.172847</td>\n",
-       "      <td>1.768636e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5638</th>\n",
-       "      <td>0.283679</td>\n",
-       "      <td>0.278995</td>\n",
-       "      <td>4.683445e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5640</th>\n",
-       "      <td>0.096215</td>\n",
-       "      <td>0.090279</td>\n",
-       "      <td>5.935814e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5641</th>\n",
-       "      <td>0.165610</td>\n",
-       "      <td>0.162724</td>\n",
-       "      <td>2.885515e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5645</th>\n",
-       "      <td>0.018799</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.879937e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5647</th>\n",
-       "      <td>0.010708</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.070789e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5651</th>\n",
-       "      <td>0.524894</td>\n",
-       "      <td>0.526341</td>\n",
-       "      <td>-1.446762e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5653</th>\n",
-       "      <td>0.131097</td>\n",
-       "      <td>0.121915</td>\n",
-       "      <td>9.181650e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5654</th>\n",
-       "      <td>0.113132</td>\n",
-       "      <td>0.121171</td>\n",
-       "      <td>-8.038439e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5656</th>\n",
-       "      <td>0.195593</td>\n",
-       "      <td>0.203801</td>\n",
-       "      <td>-8.207413e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5660</th>\n",
-       "      <td>0.166364</td>\n",
-       "      <td>0.158173</td>\n",
-       "      <td>8.190842e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5661</th>\n",
-       "      <td>0.056119</td>\n",
-       "      <td>0.065558</td>\n",
-       "      <td>-9.439257e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5675</th>\n",
-       "      <td>0.140771</td>\n",
-       "      <td>0.141411</td>\n",
-       "      <td>-6.398527e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5678</th>\n",
-       "      <td>0.059721</td>\n",
-       "      <td>0.063830</td>\n",
-       "      <td>-4.108943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5680</th>\n",
-       "      <td>0.184326</td>\n",
-       "      <td>0.183151</td>\n",
-       "      <td>1.174711e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5681</th>\n",
-       "      <td>0.158320</td>\n",
-       "      <td>0.153267</td>\n",
-       "      <td>5.052860e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5685</th>\n",
-       "      <td>0.256452</td>\n",
-       "      <td>0.255823</td>\n",
-       "      <td>6.293411e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5689</th>\n",
-       "      <td>0.290021</td>\n",
-       "      <td>0.297216</td>\n",
-       "      <td>-7.194911e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5694</th>\n",
-       "      <td>0.015360</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.536047e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5696</th>\n",
-       "      <td>0.058522</td>\n",
-       "      <td>0.067446</td>\n",
-       "      <td>-8.923516e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5702</th>\n",
-       "      <td>0.157088</td>\n",
-       "      <td>0.158477</td>\n",
-       "      <td>-1.389383e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5705</th>\n",
-       "      <td>0.297968</td>\n",
-       "      <td>0.300184</td>\n",
-       "      <td>-2.215932e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5706</th>\n",
-       "      <td>0.298624</td>\n",
-       "      <td>0.301127</td>\n",
-       "      <td>-2.502692e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5709</th>\n",
-       "      <td>0.140088</td>\n",
-       "      <td>0.143140</td>\n",
-       "      <td>-3.052257e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5712</th>\n",
-       "      <td>0.120217</td>\n",
-       "      <td>0.120326</td>\n",
-       "      <td>-1.082529e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5716</th>\n",
-       "      <td>0.316711</td>\n",
-       "      <td>0.326004</td>\n",
-       "      <td>-9.292935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5719</th>\n",
-       "      <td>0.011642</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.164216e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5721</th>\n",
-       "      <td>0.080237</td>\n",
-       "      <td>0.079930</td>\n",
-       "      <td>3.062528e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5725</th>\n",
-       "      <td>0.144458</td>\n",
-       "      <td>0.135283</td>\n",
-       "      <td>9.174693e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5730</th>\n",
-       "      <td>0.388891</td>\n",
-       "      <td>0.423901</td>\n",
-       "      <td>-3.500951e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5733</th>\n",
-       "      <td>0.172955</td>\n",
-       "      <td>0.148745</td>\n",
-       "      <td>2.420977e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5734</th>\n",
-       "      <td>0.012654</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.265390e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5736</th>\n",
-       "      <td>0.162540</td>\n",
-       "      <td>0.182946</td>\n",
-       "      <td>-2.040602e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5737</th>\n",
-       "      <td>0.228809</td>\n",
-       "      <td>0.227855</td>\n",
-       "      <td>9.533299e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5740</th>\n",
-       "      <td>0.100024</td>\n",
-       "      <td>0.102050</td>\n",
-       "      <td>-2.026095e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5741</th>\n",
-       "      <td>0.138677</td>\n",
-       "      <td>0.139837</td>\n",
-       "      <td>-1.159720e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5743</th>\n",
-       "      <td>0.108832</td>\n",
-       "      <td>0.110976</td>\n",
-       "      <td>-2.143384e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5744</th>\n",
-       "      <td>0.154311</td>\n",
-       "      <td>0.164564</td>\n",
-       "      <td>-1.025288e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5746</th>\n",
-       "      <td>0.226852</td>\n",
-       "      <td>0.226783</td>\n",
-       "      <td>6.899774e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5748</th>\n",
-       "      <td>0.055262</td>\n",
-       "      <td>0.050406</td>\n",
-       "      <td>4.856190e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5752</th>\n",
-       "      <td>0.227046</td>\n",
-       "      <td>0.256602</td>\n",
-       "      <td>-2.955606e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5755</th>\n",
-       "      <td>0.174659</td>\n",
-       "      <td>0.188542</td>\n",
-       "      <td>-1.388217e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5756</th>\n",
-       "      <td>0.219775</td>\n",
-       "      <td>0.203169</td>\n",
-       "      <td>1.660592e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5760</th>\n",
-       "      <td>0.071705</td>\n",
-       "      <td>0.082256</td>\n",
-       "      <td>-1.055107e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5762</th>\n",
-       "      <td>0.012336</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.233627e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5763</th>\n",
-       "      <td>0.174585</td>\n",
-       "      <td>0.189245</td>\n",
-       "      <td>-1.465981e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5766</th>\n",
-       "      <td>0.158473</td>\n",
-       "      <td>0.150681</td>\n",
-       "      <td>7.792545e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5779</th>\n",
-       "      <td>0.038229</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.822862e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5782</th>\n",
-       "      <td>0.375985</td>\n",
-       "      <td>0.377321</td>\n",
-       "      <td>-1.336435e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5786</th>\n",
-       "      <td>0.322436</td>\n",
-       "      <td>0.325041</td>\n",
-       "      <td>-2.605018e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5787</th>\n",
-       "      <td>0.260114</td>\n",
-       "      <td>0.276115</td>\n",
-       "      <td>-1.600117e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5795</th>\n",
-       "      <td>0.157124</td>\n",
-       "      <td>0.150762</td>\n",
-       "      <td>6.362035e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5799</th>\n",
-       "      <td>0.214009</td>\n",
-       "      <td>0.207922</td>\n",
-       "      <td>6.086997e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5805</th>\n",
-       "      <td>0.081582</td>\n",
-       "      <td>0.101898</td>\n",
-       "      <td>-2.031664e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5814</th>\n",
-       "      <td>0.106961</td>\n",
-       "      <td>0.129003</td>\n",
-       "      <td>-2.204198e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5823</th>\n",
-       "      <td>0.143119</td>\n",
-       "      <td>0.135205</td>\n",
-       "      <td>7.913864e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5824</th>\n",
-       "      <td>0.012801</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.280119e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5826</th>\n",
-       "      <td>0.011804</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.180385e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5828</th>\n",
-       "      <td>0.024809</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.480922e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5836</th>\n",
-       "      <td>0.042658</td>\n",
-       "      <td>0.044425</td>\n",
-       "      <td>-1.767762e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5838</th>\n",
-       "      <td>0.099657</td>\n",
-       "      <td>0.087707</td>\n",
-       "      <td>1.194959e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5846</th>\n",
-       "      <td>0.326996</td>\n",
-       "      <td>0.372799</td>\n",
-       "      <td>-4.580312e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5847</th>\n",
-       "      <td>0.125845</td>\n",
-       "      <td>0.123927</td>\n",
-       "      <td>1.918147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5849</th>\n",
-       "      <td>0.090346</td>\n",
-       "      <td>0.090107</td>\n",
-       "      <td>2.388881e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5851</th>\n",
-       "      <td>0.133517</td>\n",
-       "      <td>0.132900</td>\n",
-       "      <td>6.167415e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5856</th>\n",
-       "      <td>0.155372</td>\n",
-       "      <td>0.154223</td>\n",
-       "      <td>1.149287e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5867</th>\n",
-       "      <td>0.137872</td>\n",
-       "      <td>0.133945</td>\n",
-       "      <td>3.926892e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5870</th>\n",
-       "      <td>0.013071</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.307112e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5871</th>\n",
-       "      <td>0.106634</td>\n",
-       "      <td>0.101546</td>\n",
-       "      <td>5.087466e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5876</th>\n",
-       "      <td>0.103845</td>\n",
-       "      <td>0.115350</td>\n",
-       "      <td>-1.150500e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5884</th>\n",
-       "      <td>0.027214</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.721391e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5889</th>\n",
-       "      <td>0.052883</td>\n",
-       "      <td>0.053841</td>\n",
-       "      <td>-9.581373e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5890</th>\n",
-       "      <td>0.185459</td>\n",
-       "      <td>0.188089</td>\n",
-       "      <td>-2.629445e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5893</th>\n",
-       "      <td>0.185400</td>\n",
-       "      <td>0.189198</td>\n",
-       "      <td>-3.797849e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5894</th>\n",
-       "      <td>0.134989</td>\n",
-       "      <td>0.133795</td>\n",
-       "      <td>1.193880e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5898</th>\n",
-       "      <td>0.022755</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.275473e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5899</th>\n",
-       "      <td>0.111090</td>\n",
-       "      <td>0.129736</td>\n",
-       "      <td>-1.864574e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5904</th>\n",
-       "      <td>0.177560</td>\n",
-       "      <td>0.190580</td>\n",
-       "      <td>-1.301922e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5909</th>\n",
-       "      <td>0.227865</td>\n",
-       "      <td>0.226212</td>\n",
-       "      <td>1.652663e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5928</th>\n",
-       "      <td>0.147839</td>\n",
-       "      <td>0.168912</td>\n",
-       "      <td>-2.107344e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5930</th>\n",
-       "      <td>0.121365</td>\n",
-       "      <td>0.118929</td>\n",
-       "      <td>2.435676e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5933</th>\n",
-       "      <td>0.136620</td>\n",
-       "      <td>0.139703</td>\n",
-       "      <td>-3.083446e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5935</th>\n",
-       "      <td>0.112129</td>\n",
-       "      <td>0.113814</td>\n",
-       "      <td>-1.685539e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5947</th>\n",
-       "      <td>0.141678</td>\n",
-       "      <td>0.146524</td>\n",
-       "      <td>-4.845947e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5950</th>\n",
-       "      <td>0.521833</td>\n",
-       "      <td>0.554250</td>\n",
-       "      <td>-3.241677e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5952</th>\n",
-       "      <td>0.144131</td>\n",
-       "      <td>0.182098</td>\n",
-       "      <td>-3.796636e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5956</th>\n",
-       "      <td>0.162234</td>\n",
-       "      <td>0.161403</td>\n",
-       "      <td>8.315493e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5958</th>\n",
-       "      <td>0.085953</td>\n",
-       "      <td>0.058715</td>\n",
-       "      <td>2.723815e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5965</th>\n",
-       "      <td>0.135081</td>\n",
-       "      <td>0.133438</td>\n",
-       "      <td>1.642928e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5966</th>\n",
-       "      <td>0.280663</td>\n",
-       "      <td>0.291027</td>\n",
-       "      <td>-1.036412e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5967</th>\n",
-       "      <td>0.015025</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.502461e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5969</th>\n",
-       "      <td>0.114771</td>\n",
-       "      <td>0.117022</td>\n",
-       "      <td>-2.250643e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5974</th>\n",
-       "      <td>0.013531</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.353144e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5979</th>\n",
-       "      <td>0.162832</td>\n",
-       "      <td>0.161359</td>\n",
-       "      <td>1.472044e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5986</th>\n",
-       "      <td>0.155213</td>\n",
-       "      <td>0.163331</td>\n",
-       "      <td>-8.118927e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5987</th>\n",
-       "      <td>0.372192</td>\n",
-       "      <td>0.372313</td>\n",
-       "      <td>-1.213218e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5989</th>\n",
-       "      <td>0.220941</td>\n",
-       "      <td>0.258791</td>\n",
-       "      <td>-3.784951e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5990</th>\n",
-       "      <td>0.173999</td>\n",
-       "      <td>0.186070</td>\n",
-       "      <td>-1.207096e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5992</th>\n",
-       "      <td>0.011795</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.179537e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5994</th>\n",
-       "      <td>0.145672</td>\n",
-       "      <td>0.162927</td>\n",
-       "      <td>-1.725495e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5997</th>\n",
-       "      <td>0.088065</td>\n",
-       "      <td>0.087387</td>\n",
-       "      <td>6.784687e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6002</th>\n",
-       "      <td>0.066899</td>\n",
-       "      <td>0.069141</td>\n",
-       "      <td>-2.241999e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6005</th>\n",
-       "      <td>0.112363</td>\n",
-       "      <td>0.099926</td>\n",
-       "      <td>1.243695e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6012</th>\n",
-       "      <td>0.268294</td>\n",
-       "      <td>0.276828</td>\n",
-       "      <td>-8.533881e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6013</th>\n",
-       "      <td>0.214334</td>\n",
-       "      <td>0.214646</td>\n",
-       "      <td>-3.112508e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6014</th>\n",
-       "      <td>0.098904</td>\n",
-       "      <td>0.089507</td>\n",
-       "      <td>9.396982e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6015</th>\n",
-       "      <td>0.224938</td>\n",
-       "      <td>0.225477</td>\n",
-       "      <td>-5.395077e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6019</th>\n",
-       "      <td>0.161750</td>\n",
-       "      <td>0.163532</td>\n",
-       "      <td>-1.782059e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6020</th>\n",
-       "      <td>0.037151</td>\n",
-       "      <td>0.038907</td>\n",
-       "      <td>-1.756510e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6021</th>\n",
-       "      <td>0.161351</td>\n",
-       "      <td>0.162732</td>\n",
-       "      <td>-1.381533e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6026</th>\n",
-       "      <td>0.007627</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.627111e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6027</th>\n",
-       "      <td>0.010449</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.044887e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6035</th>\n",
-       "      <td>0.181911</td>\n",
-       "      <td>0.183795</td>\n",
-       "      <td>-1.883997e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6038</th>\n",
-       "      <td>0.284237</td>\n",
-       "      <td>0.293717</td>\n",
-       "      <td>-9.480299e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6042</th>\n",
-       "      <td>0.280320</td>\n",
-       "      <td>0.284827</td>\n",
-       "      <td>-4.507100e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6053</th>\n",
-       "      <td>0.167100</td>\n",
-       "      <td>0.174126</td>\n",
-       "      <td>-7.026707e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6054</th>\n",
-       "      <td>0.012000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.200016e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6057</th>\n",
-       "      <td>0.077269</td>\n",
-       "      <td>0.080869</td>\n",
-       "      <td>-3.600025e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6061</th>\n",
-       "      <td>0.280692</td>\n",
-       "      <td>0.275401</td>\n",
-       "      <td>5.290575e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6069</th>\n",
-       "      <td>0.007617</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.617449e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6075</th>\n",
-       "      <td>0.114589</td>\n",
-       "      <td>0.120967</td>\n",
-       "      <td>-6.378050e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6076</th>\n",
-       "      <td>0.016940</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.694015e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6080</th>\n",
-       "      <td>0.112699</td>\n",
-       "      <td>0.114459</td>\n",
-       "      <td>-1.760070e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6081</th>\n",
-       "      <td>0.191777</td>\n",
-       "      <td>0.192074</td>\n",
-       "      <td>-2.967543e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6083</th>\n",
-       "      <td>0.014494</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.449392e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6088</th>\n",
-       "      <td>0.390131</td>\n",
-       "      <td>0.406526</td>\n",
-       "      <td>-1.639549e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6091</th>\n",
-       "      <td>0.113712</td>\n",
-       "      <td>0.111975</td>\n",
-       "      <td>1.736953e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6092</th>\n",
-       "      <td>0.145215</td>\n",
-       "      <td>0.156708</td>\n",
-       "      <td>-1.149255e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6101</th>\n",
-       "      <td>0.453569</td>\n",
-       "      <td>0.455357</td>\n",
-       "      <td>-1.788810e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6103</th>\n",
-       "      <td>0.486246</td>\n",
-       "      <td>0.497185</td>\n",
-       "      <td>-1.093981e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6115</th>\n",
-       "      <td>0.008548</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.548480e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6116</th>\n",
-       "      <td>0.030724</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.072382e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6122</th>\n",
-       "      <td>0.157397</td>\n",
-       "      <td>0.161795</td>\n",
-       "      <td>-4.398591e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6125</th>\n",
-       "      <td>0.165836</td>\n",
-       "      <td>0.166373</td>\n",
-       "      <td>-5.368707e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6128</th>\n",
-       "      <td>0.009112</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.112096e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6139</th>\n",
-       "      <td>0.023940</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.394023e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6143</th>\n",
-       "      <td>0.010547</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.054676e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6146</th>\n",
-       "      <td>0.301430</td>\n",
-       "      <td>0.299270</td>\n",
-       "      <td>2.160135e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6151</th>\n",
-       "      <td>0.010738</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.073768e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6153</th>\n",
-       "      <td>0.033010</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.301010e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6160</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6165</th>\n",
-       "      <td>0.109785</td>\n",
-       "      <td>0.138856</td>\n",
-       "      <td>-2.907091e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6167</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6168</th>\n",
-       "      <td>0.104527</td>\n",
-       "      <td>0.104116</td>\n",
-       "      <td>4.117088e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6169</th>\n",
-       "      <td>0.143160</td>\n",
-       "      <td>0.148514</td>\n",
-       "      <td>-5.353968e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6172</th>\n",
-       "      <td>0.007224</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.224376e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6175</th>\n",
-       "      <td>0.023989</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.398906e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6176</th>\n",
-       "      <td>0.382642</td>\n",
-       "      <td>0.382249</td>\n",
-       "      <td>3.939167e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6178</th>\n",
-       "      <td>0.153266</td>\n",
-       "      <td>0.149958</td>\n",
-       "      <td>3.308200e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6181</th>\n",
-       "      <td>0.139092</td>\n",
-       "      <td>0.139908</td>\n",
-       "      <td>-8.161570e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6182</th>\n",
-       "      <td>0.171591</td>\n",
-       "      <td>0.170581</td>\n",
-       "      <td>1.009949e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6191</th>\n",
-       "      <td>0.159322</td>\n",
-       "      <td>0.181410</td>\n",
-       "      <td>-2.208839e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6192</th>\n",
-       "      <td>0.007572</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.572074e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6193</th>\n",
-       "      <td>0.184061</td>\n",
-       "      <td>0.189625</td>\n",
-       "      <td>-5.564061e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6194</th>\n",
-       "      <td>0.109257</td>\n",
-       "      <td>0.108326</td>\n",
-       "      <td>9.307470e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6196</th>\n",
-       "      <td>0.017883</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.788262e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6197</th>\n",
-       "      <td>0.164858</td>\n",
-       "      <td>0.170801</td>\n",
-       "      <td>-5.943256e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6203</th>\n",
-       "      <td>0.208317</td>\n",
-       "      <td>0.204162</td>\n",
-       "      <td>4.154350e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6205</th>\n",
-       "      <td>0.320680</td>\n",
-       "      <td>0.321105</td>\n",
-       "      <td>-4.252983e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6209</th>\n",
-       "      <td>0.238675</td>\n",
-       "      <td>0.240477</td>\n",
-       "      <td>-1.802163e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6211</th>\n",
-       "      <td>0.244566</td>\n",
-       "      <td>0.231599</td>\n",
-       "      <td>1.296671e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6219</th>\n",
-       "      <td>0.080378</td>\n",
-       "      <td>0.079884</td>\n",
-       "      <td>4.933251e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6224</th>\n",
-       "      <td>0.279218</td>\n",
-       "      <td>0.285266</td>\n",
-       "      <td>-6.048303e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6225</th>\n",
-       "      <td>0.016275</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.627455e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6226</th>\n",
-       "      <td>0.739537</td>\n",
-       "      <td>0.740390</td>\n",
-       "      <td>-8.530241e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6234</th>\n",
-       "      <td>0.011866</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.186556e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6239</th>\n",
-       "      <td>0.112925</td>\n",
-       "      <td>0.109688</td>\n",
-       "      <td>3.237773e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6240</th>\n",
-       "      <td>0.103408</td>\n",
-       "      <td>0.104470</td>\n",
-       "      <td>-1.062663e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6244</th>\n",
-       "      <td>0.007279</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.278721e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6247</th>\n",
-       "      <td>0.348970</td>\n",
-       "      <td>0.345084</td>\n",
-       "      <td>3.886166e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6250</th>\n",
-       "      <td>0.338204</td>\n",
-       "      <td>0.341005</td>\n",
-       "      <td>-2.801015e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6253</th>\n",
-       "      <td>0.634244</td>\n",
-       "      <td>0.634257</td>\n",
-       "      <td>-1.307955e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6255</th>\n",
-       "      <td>0.150931</td>\n",
-       "      <td>0.152223</td>\n",
-       "      <td>-1.292287e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6256</th>\n",
-       "      <td>0.306998</td>\n",
-       "      <td>0.315630</td>\n",
-       "      <td>-8.632023e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6257</th>\n",
-       "      <td>0.267421</td>\n",
-       "      <td>0.263569</td>\n",
-       "      <td>3.852113e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6258</th>\n",
-       "      <td>0.217047</td>\n",
-       "      <td>0.211470</td>\n",
-       "      <td>5.577251e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6259</th>\n",
-       "      <td>0.193232</td>\n",
-       "      <td>0.190971</td>\n",
-       "      <td>2.260125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6260</th>\n",
-       "      <td>0.293226</td>\n",
-       "      <td>0.303452</td>\n",
-       "      <td>-1.022560e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6267</th>\n",
-       "      <td>0.183102</td>\n",
-       "      <td>0.177598</td>\n",
-       "      <td>5.504081e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6269</th>\n",
-       "      <td>0.030512</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.051247e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6277</th>\n",
-       "      <td>0.083913</td>\n",
-       "      <td>0.076996</td>\n",
-       "      <td>6.917184e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6279</th>\n",
-       "      <td>0.160551</td>\n",
-       "      <td>0.166207</td>\n",
-       "      <td>-5.655739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6281</th>\n",
-       "      <td>0.157796</td>\n",
-       "      <td>0.160201</td>\n",
-       "      <td>-2.405687e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6285</th>\n",
-       "      <td>0.080301</td>\n",
-       "      <td>0.080293</td>\n",
-       "      <td>7.847165e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6286</th>\n",
-       "      <td>0.178647</td>\n",
-       "      <td>0.190126</td>\n",
-       "      <td>-1.147876e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6288</th>\n",
-       "      <td>0.009084</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.083668e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6289</th>\n",
-       "      <td>0.164552</td>\n",
-       "      <td>0.149273</td>\n",
-       "      <td>1.527952e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6290</th>\n",
-       "      <td>0.105452</td>\n",
-       "      <td>0.105615</td>\n",
-       "      <td>-1.630334e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6307</th>\n",
-       "      <td>0.159045</td>\n",
-       "      <td>0.159244</td>\n",
-       "      <td>-1.992590e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6308</th>\n",
-       "      <td>0.217425</td>\n",
-       "      <td>0.218525</td>\n",
-       "      <td>-1.099931e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6312</th>\n",
-       "      <td>0.541049</td>\n",
-       "      <td>0.549068</td>\n",
-       "      <td>-8.019192e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6314</th>\n",
-       "      <td>0.055194</td>\n",
-       "      <td>0.055959</td>\n",
-       "      <td>-7.656924e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6316</th>\n",
-       "      <td>0.104568</td>\n",
-       "      <td>0.106187</td>\n",
-       "      <td>-1.618776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6317</th>\n",
-       "      <td>0.149336</td>\n",
-       "      <td>0.156139</td>\n",
-       "      <td>-6.802249e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6319</th>\n",
-       "      <td>0.076976</td>\n",
-       "      <td>0.071777</td>\n",
-       "      <td>5.198733e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6323</th>\n",
-       "      <td>0.033771</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.377081e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6331</th>\n",
-       "      <td>0.041701</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.170074e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6333</th>\n",
-       "      <td>0.286613</td>\n",
-       "      <td>0.301930</td>\n",
-       "      <td>-1.531682e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6334</th>\n",
-       "      <td>0.254767</td>\n",
-       "      <td>0.259175</td>\n",
-       "      <td>-4.407937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6336</th>\n",
-       "      <td>0.152008</td>\n",
-       "      <td>0.151790</td>\n",
-       "      <td>2.182102e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6341</th>\n",
-       "      <td>0.197008</td>\n",
-       "      <td>0.200612</td>\n",
-       "      <td>-3.604172e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6342</th>\n",
-       "      <td>0.355079</td>\n",
-       "      <td>0.360852</td>\n",
-       "      <td>-5.773510e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6343</th>\n",
-       "      <td>0.218178</td>\n",
-       "      <td>0.219479</td>\n",
-       "      <td>-1.300910e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6344</th>\n",
-       "      <td>0.524577</td>\n",
-       "      <td>0.530421</td>\n",
-       "      <td>-5.844458e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6350</th>\n",
-       "      <td>0.092975</td>\n",
-       "      <td>0.093611</td>\n",
-       "      <td>-6.354798e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6351</th>\n",
-       "      <td>0.134004</td>\n",
-       "      <td>0.133434</td>\n",
-       "      <td>5.692492e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6352</th>\n",
-       "      <td>0.068281</td>\n",
-       "      <td>0.069867</td>\n",
-       "      <td>-1.585922e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6355</th>\n",
-       "      <td>0.404329</td>\n",
-       "      <td>0.417013</td>\n",
-       "      <td>-1.268362e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6360</th>\n",
-       "      <td>0.021651</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.165145e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6372</th>\n",
-       "      <td>0.015431</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.543121e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6373</th>\n",
-       "      <td>0.017783</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.778252e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6377</th>\n",
-       "      <td>0.009050</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.049518e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6385</th>\n",
-       "      <td>0.312096</td>\n",
-       "      <td>0.313669</td>\n",
-       "      <td>-1.573163e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6386</th>\n",
-       "      <td>0.553091</td>\n",
-       "      <td>0.563138</td>\n",
-       "      <td>-1.004763e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6391</th>\n",
-       "      <td>0.190658</td>\n",
-       "      <td>0.196159</td>\n",
-       "      <td>-5.500496e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6392</th>\n",
-       "      <td>0.016591</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.659134e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6395</th>\n",
-       "      <td>0.362355</td>\n",
-       "      <td>0.363066</td>\n",
-       "      <td>-7.108096e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6398</th>\n",
-       "      <td>0.072363</td>\n",
-       "      <td>0.072643</td>\n",
-       "      <td>-2.796168e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6401</th>\n",
-       "      <td>0.212016</td>\n",
-       "      <td>0.200030</td>\n",
-       "      <td>1.198601e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6403</th>\n",
-       "      <td>0.163961</td>\n",
-       "      <td>0.163213</td>\n",
-       "      <td>7.475839e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6406</th>\n",
-       "      <td>0.153116</td>\n",
-       "      <td>0.173591</td>\n",
-       "      <td>-2.047450e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6412</th>\n",
-       "      <td>0.079221</td>\n",
-       "      <td>0.082882</td>\n",
-       "      <td>-3.661055e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6415</th>\n",
-       "      <td>0.068924</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>6.892411e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6419</th>\n",
-       "      <td>0.019172</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.917235e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6426</th>\n",
-       "      <td>0.013132</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.313169e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6435</th>\n",
-       "      <td>0.109269</td>\n",
-       "      <td>0.109508</td>\n",
-       "      <td>-2.390227e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6436</th>\n",
-       "      <td>0.009898</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.897741e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6438</th>\n",
-       "      <td>0.083395</td>\n",
-       "      <td>0.063039</td>\n",
-       "      <td>2.035550e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6440</th>\n",
-       "      <td>0.177803</td>\n",
-       "      <td>0.171504</td>\n",
-       "      <td>6.299093e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6445</th>\n",
-       "      <td>0.018094</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.809364e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6446</th>\n",
-       "      <td>0.146501</td>\n",
-       "      <td>0.146172</td>\n",
-       "      <td>3.284814e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6447</th>\n",
-       "      <td>0.131947</td>\n",
-       "      <td>0.114809</td>\n",
-       "      <td>1.713804e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6449</th>\n",
-       "      <td>0.157650</td>\n",
-       "      <td>0.175250</td>\n",
-       "      <td>-1.760062e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6450</th>\n",
-       "      <td>0.295865</td>\n",
-       "      <td>0.297291</td>\n",
-       "      <td>-1.425353e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6455</th>\n",
-       "      <td>0.007148</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.148033e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6457</th>\n",
-       "      <td>0.228885</td>\n",
-       "      <td>0.235705</td>\n",
-       "      <td>-6.819370e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6463</th>\n",
-       "      <td>0.074283</td>\n",
-       "      <td>0.075075</td>\n",
-       "      <td>-7.916378e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6466</th>\n",
-       "      <td>0.016842</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.684226e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6472</th>\n",
-       "      <td>0.015731</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.573083e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6474</th>\n",
-       "      <td>0.009740</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.740499e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6475</th>\n",
-       "      <td>0.252285</td>\n",
-       "      <td>0.250119</td>\n",
-       "      <td>2.165469e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6476</th>\n",
-       "      <td>0.184511</td>\n",
-       "      <td>0.182178</td>\n",
-       "      <td>2.333403e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6478</th>\n",
-       "      <td>0.177666</td>\n",
-       "      <td>0.169626</td>\n",
-       "      <td>8.039442e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6482</th>\n",
-       "      <td>0.076675</td>\n",
-       "      <td>0.076555</td>\n",
-       "      <td>1.200254e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6484</th>\n",
-       "      <td>0.134076</td>\n",
-       "      <td>0.133870</td>\n",
-       "      <td>2.063714e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6490</th>\n",
-       "      <td>0.187535</td>\n",
-       "      <td>0.187536</td>\n",
-       "      <td>-7.378573e-07</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6491</th>\n",
-       "      <td>0.164128</td>\n",
-       "      <td>0.170204</td>\n",
-       "      <td>-6.075863e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6492</th>\n",
-       "      <td>0.094523</td>\n",
-       "      <td>0.085501</td>\n",
-       "      <td>9.022528e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6512</th>\n",
-       "      <td>0.022545</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.254546e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6516</th>\n",
-       "      <td>0.017155</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.715487e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6519</th>\n",
-       "      <td>0.285554</td>\n",
-       "      <td>0.298498</td>\n",
-       "      <td>-1.294479e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6525</th>\n",
-       "      <td>0.182944</td>\n",
-       "      <td>0.192040</td>\n",
-       "      <td>-9.096395e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6529</th>\n",
-       "      <td>0.156129</td>\n",
-       "      <td>0.136479</td>\n",
-       "      <td>1.965004e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6531</th>\n",
-       "      <td>0.216722</td>\n",
-       "      <td>0.204939</td>\n",
-       "      <td>1.178265e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6533</th>\n",
-       "      <td>0.164795</td>\n",
-       "      <td>0.162363</td>\n",
-       "      <td>2.431782e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6536</th>\n",
-       "      <td>0.026716</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.671599e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6537</th>\n",
-       "      <td>0.234589</td>\n",
-       "      <td>0.234414</td>\n",
-       "      <td>1.742010e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6539</th>\n",
-       "      <td>0.026308</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.630811e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6542</th>\n",
-       "      <td>0.135185</td>\n",
-       "      <td>0.139331</td>\n",
-       "      <td>-4.145215e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6551</th>\n",
-       "      <td>0.012147</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.214668e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6552</th>\n",
-       "      <td>0.098789</td>\n",
-       "      <td>0.104748</td>\n",
-       "      <td>-5.958670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6553</th>\n",
-       "      <td>0.145666</td>\n",
-       "      <td>0.142389</td>\n",
-       "      <td>3.277334e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6558</th>\n",
-       "      <td>0.158518</td>\n",
-       "      <td>0.161334</td>\n",
-       "      <td>-2.815344e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6568</th>\n",
-       "      <td>0.117903</td>\n",
-       "      <td>0.122963</td>\n",
-       "      <td>-5.060574e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6569</th>\n",
-       "      <td>0.010458</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.045844e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6570</th>\n",
-       "      <td>0.261140</td>\n",
-       "      <td>0.261940</td>\n",
-       "      <td>-8.001133e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6572</th>\n",
-       "      <td>0.167805</td>\n",
-       "      <td>0.167001</td>\n",
-       "      <td>8.039781e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6573</th>\n",
-       "      <td>0.607416</td>\n",
-       "      <td>0.607661</td>\n",
-       "      <td>-2.451594e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6575</th>\n",
-       "      <td>0.012346</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.234611e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6576</th>\n",
-       "      <td>0.198155</td>\n",
-       "      <td>0.203121</td>\n",
-       "      <td>-4.965974e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6583</th>\n",
-       "      <td>0.253245</td>\n",
-       "      <td>0.204044</td>\n",
-       "      <td>4.920071e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6587</th>\n",
-       "      <td>0.248614</td>\n",
-       "      <td>0.252510</td>\n",
-       "      <td>-3.895293e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6592</th>\n",
-       "      <td>0.153629</td>\n",
-       "      <td>0.144070</td>\n",
-       "      <td>9.558943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6595</th>\n",
-       "      <td>0.120257</td>\n",
-       "      <td>0.081054</td>\n",
-       "      <td>3.920305e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6598</th>\n",
-       "      <td>0.316394</td>\n",
-       "      <td>0.316237</td>\n",
-       "      <td>1.570446e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6599</th>\n",
-       "      <td>0.276553</td>\n",
-       "      <td>0.275548</td>\n",
-       "      <td>1.005345e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6602</th>\n",
-       "      <td>0.018432</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.843157e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6603</th>\n",
-       "      <td>0.710998</td>\n",
-       "      <td>0.714517</td>\n",
-       "      <td>-3.519351e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6604</th>\n",
-       "      <td>0.088183</td>\n",
-       "      <td>0.087425</td>\n",
-       "      <td>7.576793e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6605</th>\n",
-       "      <td>0.022276</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.227640e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6607</th>\n",
-       "      <td>0.011711</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.171127e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6608</th>\n",
-       "      <td>0.539931</td>\n",
-       "      <td>0.543393</td>\n",
-       "      <td>-3.462270e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6610</th>\n",
-       "      <td>0.222869</td>\n",
-       "      <td>0.222990</td>\n",
-       "      <td>-1.208398e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6617</th>\n",
-       "      <td>0.240870</td>\n",
-       "      <td>0.245685</td>\n",
-       "      <td>-4.815047e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6627</th>\n",
-       "      <td>0.115903</td>\n",
-       "      <td>0.119829</td>\n",
-       "      <td>-3.925418e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6628</th>\n",
-       "      <td>0.244864</td>\n",
-       "      <td>0.252175</td>\n",
-       "      <td>-7.310938e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6634</th>\n",
-       "      <td>0.248634</td>\n",
-       "      <td>0.249819</td>\n",
-       "      <td>-1.184854e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6639</th>\n",
-       "      <td>0.178407</td>\n",
-       "      <td>0.174748</td>\n",
-       "      <td>3.658866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6640</th>\n",
-       "      <td>0.159468</td>\n",
-       "      <td>0.166054</td>\n",
-       "      <td>-6.586120e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6642</th>\n",
-       "      <td>0.012117</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.211749e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6644</th>\n",
-       "      <td>0.168470</td>\n",
-       "      <td>0.170000</td>\n",
-       "      <td>-1.530427e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6646</th>\n",
-       "      <td>0.013102</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.310162e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6654</th>\n",
-       "      <td>0.148348</td>\n",
-       "      <td>0.149905</td>\n",
-       "      <td>-1.557211e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6660</th>\n",
-       "      <td>0.096576</td>\n",
-       "      <td>0.098326</td>\n",
-       "      <td>-1.750345e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6661</th>\n",
-       "      <td>0.008915</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.915093e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6665</th>\n",
-       "      <td>0.011173</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.117299e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6667</th>\n",
-       "      <td>0.023737</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.373664e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6668</th>\n",
-       "      <td>0.086989</td>\n",
-       "      <td>0.090751</td>\n",
-       "      <td>-3.762485e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6672</th>\n",
-       "      <td>0.257519</td>\n",
-       "      <td>0.257032</td>\n",
-       "      <td>4.877673e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6680</th>\n",
-       "      <td>0.092009</td>\n",
-       "      <td>0.090524</td>\n",
-       "      <td>1.485033e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6681</th>\n",
-       "      <td>0.094296</td>\n",
-       "      <td>0.095190</td>\n",
-       "      <td>-8.938419e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6690</th>\n",
-       "      <td>0.062019</td>\n",
-       "      <td>0.076497</td>\n",
-       "      <td>-1.447724e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6696</th>\n",
-       "      <td>0.087226</td>\n",
-       "      <td>0.098065</td>\n",
-       "      <td>-1.083830e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6701</th>\n",
-       "      <td>0.158949</td>\n",
-       "      <td>0.158296</td>\n",
-       "      <td>6.532399e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6702</th>\n",
-       "      <td>0.214204</td>\n",
-       "      <td>0.214404</td>\n",
-       "      <td>-1.992759e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6704</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6705</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6706</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6707</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6708</th>\n",
-       "      <td>0.086967</td>\n",
-       "      <td>0.085487</td>\n",
-       "      <td>1.479725e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6709</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6711</th>\n",
-       "      <td>0.008668</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.667524e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6712</th>\n",
-       "      <td>0.052832</td>\n",
-       "      <td>0.052539</td>\n",
-       "      <td>2.931882e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6731</th>\n",
-       "      <td>0.171655</td>\n",
-       "      <td>0.172266</td>\n",
-       "      <td>-6.100393e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6736</th>\n",
-       "      <td>0.022845</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.284455e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6740</th>\n",
-       "      <td>0.101883</td>\n",
-       "      <td>0.099963</td>\n",
-       "      <td>1.920248e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6741</th>\n",
-       "      <td>0.259544</td>\n",
-       "      <td>0.272027</td>\n",
-       "      <td>-1.248335e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6742</th>\n",
-       "      <td>0.021642</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.164165e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6747</th>\n",
-       "      <td>0.035570</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.556988e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6748</th>\n",
-       "      <td>0.149178</td>\n",
-       "      <td>0.154215</td>\n",
-       "      <td>-5.037256e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6749</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6750</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6751</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6752</th>\n",
-       "      <td>0.093019</td>\n",
-       "      <td>0.085381</td>\n",
-       "      <td>7.638890e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6753</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6754</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>6755</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6756</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6757</th>\n",
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-       "    <tr>\n",
-       "      <th>6758</th>\n",
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-       "    <tr>\n",
-       "      <th>6759</th>\n",
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-       "    <tr>\n",
-       "      <th>6760</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6761</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6762</th>\n",
-       "      <td>0.015765</td>\n",
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-       "      <td>1.576523e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6763</th>\n",
-       "      <td>0.022906</td>\n",
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-       "      <td>2.290566e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>6764</th>\n",
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-       "    <tr>\n",
-       "      <th>6765</th>\n",
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-       "    <tr>\n",
-       "      <th>6766</th>\n",
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-       "    <tr>\n",
-       "      <th>6767</th>\n",
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-       "    <tr>\n",
-       "      <th>6768</th>\n",
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-       "    <tr>\n",
-       "      <th>6769</th>\n",
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-       "    <tr>\n",
-       "      <th>6770</th>\n",
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-       "      <th>6771</th>\n",
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-       "      <th>6772</th>\n",
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-       "    <tr>\n",
-       "      <th>6773</th>\n",
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-       "      <th>6774</th>\n",
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-       "    <tr>\n",
-       "      <th>6775</th>\n",
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-       "    <tr>\n",
-       "      <th>6776</th>\n",
-       "      <td>0.025456</td>\n",
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-       "    <tr>\n",
-       "      <th>6777</th>\n",
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-       "      <th>6778</th>\n",
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-       "    <tr>\n",
-       "      <th>6779</th>\n",
-       "      <td>0.250338</td>\n",
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-       "      <td>7.815134e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>6780</th>\n",
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-       "      <th>6781</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6783</th>\n",
-       "      <td>0.217787</td>\n",
-       "      <td>0.225422</td>\n",
-       "      <td>-7.634886e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6790</th>\n",
-       "      <td>0.108765</td>\n",
-       "      <td>0.083055</td>\n",
-       "      <td>2.571051e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6791</th>\n",
-       "      <td>0.013475</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.347472e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6792</th>\n",
-       "      <td>0.225102</td>\n",
-       "      <td>0.223470</td>\n",
-       "      <td>1.631517e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6794</th>\n",
-       "      <td>0.459640</td>\n",
-       "      <td>0.472581</td>\n",
-       "      <td>-1.294112e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6795</th>\n",
-       "      <td>0.120935</td>\n",
-       "      <td>0.124150</td>\n",
-       "      <td>-3.214643e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6797</th>\n",
-       "      <td>0.085146</td>\n",
-       "      <td>0.071853</td>\n",
-       "      <td>1.329298e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6798</th>\n",
-       "      <td>0.346201</td>\n",
-       "      <td>0.347697</td>\n",
-       "      <td>-1.495783e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6799</th>\n",
-       "      <td>0.008966</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.965540e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6800</th>\n",
-       "      <td>0.344602</td>\n",
-       "      <td>0.356515</td>\n",
-       "      <td>-1.191314e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6801</th>\n",
-       "      <td>0.019314</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.931415e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6810</th>\n",
-       "      <td>0.255991</td>\n",
-       "      <td>0.257564</td>\n",
-       "      <td>-1.573175e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6811</th>\n",
-       "      <td>0.136271</td>\n",
-       "      <td>0.144219</td>\n",
-       "      <td>-7.947981e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6812</th>\n",
-       "      <td>0.233214</td>\n",
-       "      <td>0.234446</td>\n",
-       "      <td>-1.231713e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6814</th>\n",
-       "      <td>0.057463</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>5.746302e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6817</th>\n",
-       "      <td>0.200368</td>\n",
-       "      <td>0.204969</td>\n",
-       "      <td>-4.601525e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6819</th>\n",
-       "      <td>0.265078</td>\n",
-       "      <td>0.267180</td>\n",
-       "      <td>-2.101527e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6820</th>\n",
-       "      <td>0.022433</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.243307e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6821</th>\n",
-       "      <td>0.315575</td>\n",
-       "      <td>0.327405</td>\n",
-       "      <td>-1.182920e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6826</th>\n",
-       "      <td>0.351856</td>\n",
-       "      <td>0.361042</td>\n",
-       "      <td>-9.186078e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6828</th>\n",
-       "      <td>0.090731</td>\n",
-       "      <td>0.092920</td>\n",
-       "      <td>-2.188973e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6839</th>\n",
-       "      <td>0.010874</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.087392e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6840</th>\n",
-       "      <td>0.027522</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.752186e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6847</th>\n",
-       "      <td>0.101833</td>\n",
-       "      <td>0.104127</td>\n",
-       "      <td>-2.293575e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6856</th>\n",
-       "      <td>0.137267</td>\n",
-       "      <td>0.140209</td>\n",
-       "      <td>-2.942177e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6857</th>\n",
-       "      <td>0.261838</td>\n",
-       "      <td>0.262912</td>\n",
-       "      <td>-1.074173e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6858</th>\n",
-       "      <td>0.078641</td>\n",
-       "      <td>0.092591</td>\n",
-       "      <td>-1.394936e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6860</th>\n",
-       "      <td>0.122501</td>\n",
-       "      <td>0.132679</td>\n",
-       "      <td>-1.017714e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6862</th>\n",
-       "      <td>0.177670</td>\n",
-       "      <td>0.175952</td>\n",
-       "      <td>1.718478e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6874</th>\n",
-       "      <td>0.008383</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.382710e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6875</th>\n",
-       "      <td>0.546258</td>\n",
-       "      <td>0.562855</td>\n",
-       "      <td>-1.659710e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6876</th>\n",
-       "      <td>0.011605</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.160462e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6879</th>\n",
-       "      <td>0.110104</td>\n",
-       "      <td>0.110046</td>\n",
-       "      <td>5.807150e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6880</th>\n",
-       "      <td>0.019607</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.960739e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6886</th>\n",
-       "      <td>0.161752</td>\n",
-       "      <td>0.169528</td>\n",
-       "      <td>-7.775215e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6887</th>\n",
-       "      <td>0.191446</td>\n",
-       "      <td>0.200563</td>\n",
-       "      <td>-9.116870e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6892</th>\n",
-       "      <td>0.254450</td>\n",
-       "      <td>0.256967</td>\n",
-       "      <td>-2.517366e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6893</th>\n",
-       "      <td>0.200935</td>\n",
-       "      <td>0.194503</td>\n",
-       "      <td>6.432216e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6897</th>\n",
-       "      <td>0.167844</td>\n",
-       "      <td>0.172248</td>\n",
-       "      <td>-4.403461e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6898</th>\n",
-       "      <td>0.090619</td>\n",
-       "      <td>0.091447</td>\n",
-       "      <td>-8.274507e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6904</th>\n",
-       "      <td>0.010300</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.029972e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6907</th>\n",
-       "      <td>0.065150</td>\n",
-       "      <td>0.067228</td>\n",
-       "      <td>-2.077866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6908</th>\n",
-       "      <td>0.025283</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.528315e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6909</th>\n",
-       "      <td>0.122846</td>\n",
-       "      <td>0.123593</td>\n",
-       "      <td>-7.466405e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6910</th>\n",
-       "      <td>0.013187</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.318708e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6913</th>\n",
-       "      <td>0.223617</td>\n",
-       "      <td>0.231704</td>\n",
-       "      <td>-8.087246e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6914</th>\n",
-       "      <td>0.022555</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.255470e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6915</th>\n",
-       "      <td>0.327935</td>\n",
-       "      <td>0.330973</td>\n",
-       "      <td>-3.038574e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6917</th>\n",
-       "      <td>0.107382</td>\n",
-       "      <td>0.105441</td>\n",
-       "      <td>1.941193e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6918</th>\n",
-       "      <td>0.262371</td>\n",
-       "      <td>0.259599</td>\n",
-       "      <td>2.771424e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6928</th>\n",
-       "      <td>0.024885</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.488461e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6930</th>\n",
-       "      <td>0.131554</td>\n",
-       "      <td>0.132039</td>\n",
-       "      <td>-4.856577e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6932</th>\n",
-       "      <td>0.221677</td>\n",
-       "      <td>0.235845</td>\n",
-       "      <td>-1.416874e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6935</th>\n",
-       "      <td>0.013718</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.371819e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6937</th>\n",
-       "      <td>0.146900</td>\n",
-       "      <td>0.150137</td>\n",
-       "      <td>-3.237535e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6939</th>\n",
-       "      <td>0.012839</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.283872e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6948</th>\n",
-       "      <td>0.017351</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.735103e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6952</th>\n",
-       "      <td>0.029052</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.905171e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6960</th>\n",
-       "      <td>0.008852</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.852387e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6964</th>\n",
-       "      <td>0.105856</td>\n",
-       "      <td>0.110117</td>\n",
-       "      <td>-4.260277e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6965</th>\n",
-       "      <td>0.028438</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.843833e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6967</th>\n",
-       "      <td>0.210182</td>\n",
-       "      <td>0.224710</td>\n",
-       "      <td>-1.452785e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6969</th>\n",
-       "      <td>0.027048</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.704846e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6973</th>\n",
-       "      <td>0.222803</td>\n",
-       "      <td>0.227110</td>\n",
-       "      <td>-4.306601e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6976</th>\n",
-       "      <td>0.046924</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.692402e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6979</th>\n",
-       "      <td>0.159192</td>\n",
-       "      <td>0.155144</td>\n",
-       "      <td>4.048511e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6983</th>\n",
-       "      <td>0.069620</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>6.961950e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6984</th>\n",
-       "      <td>0.332587</td>\n",
-       "      <td>0.336096</td>\n",
-       "      <td>-3.508679e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6986</th>\n",
-       "      <td>0.042018</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.201754e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6988</th>\n",
-       "      <td>0.011744</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.174431e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6989</th>\n",
-       "      <td>0.013622</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.362223e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6991</th>\n",
-       "      <td>0.160376</td>\n",
-       "      <td>0.153814</td>\n",
-       "      <td>6.562021e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6992</th>\n",
-       "      <td>0.121216</td>\n",
-       "      <td>0.135586</td>\n",
-       "      <td>-1.436934e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6994</th>\n",
-       "      <td>0.181998</td>\n",
-       "      <td>0.174917</td>\n",
-       "      <td>7.081798e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6995</th>\n",
-       "      <td>0.141668</td>\n",
-       "      <td>0.141099</td>\n",
-       "      <td>5.682210e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7002</th>\n",
-       "      <td>0.208003</td>\n",
-       "      <td>0.204057</td>\n",
-       "      <td>3.946323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7005</th>\n",
-       "      <td>0.182502</td>\n",
-       "      <td>0.186580</td>\n",
-       "      <td>-4.078058e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7009</th>\n",
-       "      <td>0.156942</td>\n",
-       "      <td>0.152084</td>\n",
-       "      <td>4.858184e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7013</th>\n",
-       "      <td>0.012098</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.209812e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7022</th>\n",
-       "      <td>0.076928</td>\n",
-       "      <td>0.077261</td>\n",
-       "      <td>-3.329573e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7023</th>\n",
-       "      <td>0.233851</td>\n",
-       "      <td>0.227977</td>\n",
-       "      <td>5.874414e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7028</th>\n",
-       "      <td>0.591661</td>\n",
-       "      <td>0.604564</td>\n",
-       "      <td>-1.290295e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7033</th>\n",
-       "      <td>0.142158</td>\n",
-       "      <td>0.136579</td>\n",
-       "      <td>5.578372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7036</th>\n",
-       "      <td>0.163646</td>\n",
-       "      <td>0.163027</td>\n",
-       "      <td>6.189769e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7038</th>\n",
-       "      <td>0.087428</td>\n",
-       "      <td>0.085639</td>\n",
-       "      <td>1.788542e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7043</th>\n",
-       "      <td>0.195151</td>\n",
-       "      <td>0.192450</td>\n",
-       "      <td>2.701349e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7047</th>\n",
-       "      <td>0.211152</td>\n",
-       "      <td>0.222734</td>\n",
-       "      <td>-1.158230e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7052</th>\n",
-       "      <td>0.147481</td>\n",
-       "      <td>0.163260</td>\n",
-       "      <td>-1.577879e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7053</th>\n",
-       "      <td>0.107108</td>\n",
-       "      <td>0.114405</td>\n",
-       "      <td>-7.297281e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7057</th>\n",
-       "      <td>0.153641</td>\n",
-       "      <td>0.153481</td>\n",
-       "      <td>1.607055e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7065</th>\n",
-       "      <td>0.312883</td>\n",
-       "      <td>0.314585</td>\n",
-       "      <td>-1.702188e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7068</th>\n",
-       "      <td>0.011341</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.134057e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7078</th>\n",
-       "      <td>0.107428</td>\n",
-       "      <td>0.109946</td>\n",
-       "      <td>-2.518247e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7082</th>\n",
-       "      <td>0.152088</td>\n",
-       "      <td>0.151834</td>\n",
-       "      <td>2.540579e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7083</th>\n",
-       "      <td>0.107372</td>\n",
-       "      <td>0.108324</td>\n",
-       "      <td>-9.511150e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7092</th>\n",
-       "      <td>0.016926</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.692635e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7095</th>\n",
-       "      <td>0.166040</td>\n",
-       "      <td>0.171230</td>\n",
-       "      <td>-5.189216e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7099</th>\n",
-       "      <td>0.023184</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.318391e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7105</th>\n",
-       "      <td>0.247155</td>\n",
-       "      <td>0.231764</td>\n",
-       "      <td>1.539089e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7110</th>\n",
-       "      <td>0.241336</td>\n",
-       "      <td>0.247485</td>\n",
-       "      <td>-6.149175e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7111</th>\n",
-       "      <td>0.189924</td>\n",
-       "      <td>0.191928</td>\n",
-       "      <td>-2.004374e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7112</th>\n",
-       "      <td>0.448764</td>\n",
-       "      <td>0.451889</td>\n",
-       "      <td>-3.125012e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7115</th>\n",
-       "      <td>0.015677</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.567661e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7117</th>\n",
-       "      <td>0.119554</td>\n",
-       "      <td>0.124985</td>\n",
-       "      <td>-5.430600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7118</th>\n",
-       "      <td>0.232071</td>\n",
-       "      <td>0.227769</td>\n",
-       "      <td>4.301688e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7122</th>\n",
-       "      <td>0.136936</td>\n",
-       "      <td>0.147540</td>\n",
-       "      <td>-1.060315e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7129</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7130</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7132</th>\n",
-       "      <td>0.115647</td>\n",
-       "      <td>0.106710</td>\n",
-       "      <td>8.936702e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7137</th>\n",
-       "      <td>0.007519</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.519017e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7138</th>\n",
-       "      <td>0.229639</td>\n",
-       "      <td>0.243175</td>\n",
-       "      <td>-1.353626e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7140</th>\n",
-       "      <td>0.259522</td>\n",
-       "      <td>0.273654</td>\n",
-       "      <td>-1.413253e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7141</th>\n",
-       "      <td>0.364062</td>\n",
-       "      <td>0.374750</td>\n",
-       "      <td>-1.068767e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7143</th>\n",
-       "      <td>0.089009</td>\n",
-       "      <td>0.093344</td>\n",
-       "      <td>-4.334618e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7144</th>\n",
-       "      <td>0.011797</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.179653e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7147</th>\n",
-       "      <td>0.174269</td>\n",
-       "      <td>0.173638</td>\n",
-       "      <td>6.306118e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7149</th>\n",
-       "      <td>0.296130</td>\n",
-       "      <td>0.294043</td>\n",
-       "      <td>2.087587e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7155</th>\n",
-       "      <td>0.203016</td>\n",
-       "      <td>0.200913</td>\n",
-       "      <td>2.102858e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7158</th>\n",
-       "      <td>0.206981</td>\n",
-       "      <td>0.208199</td>\n",
-       "      <td>-1.217969e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7160</th>\n",
-       "      <td>0.109884</td>\n",
-       "      <td>0.104265</td>\n",
-       "      <td>5.619194e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7163</th>\n",
-       "      <td>0.169426</td>\n",
-       "      <td>0.178732</td>\n",
-       "      <td>-9.305510e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7165</th>\n",
-       "      <td>0.014575</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.457542e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7171</th>\n",
-       "      <td>0.009041</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.041267e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7172</th>\n",
-       "      <td>0.014024</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.402354e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7173</th>\n",
-       "      <td>0.233462</td>\n",
-       "      <td>0.233358</td>\n",
-       "      <td>1.041799e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7174</th>\n",
-       "      <td>0.259082</td>\n",
-       "      <td>0.259155</td>\n",
-       "      <td>-7.309385e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7184</th>\n",
-       "      <td>0.157539</td>\n",
-       "      <td>0.153493</td>\n",
-       "      <td>4.046005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7185</th>\n",
-       "      <td>0.070181</td>\n",
-       "      <td>0.075483</td>\n",
-       "      <td>-5.301770e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7188</th>\n",
-       "      <td>0.204529</td>\n",
-       "      <td>0.223279</td>\n",
-       "      <td>-1.875047e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7191</th>\n",
-       "      <td>0.092117</td>\n",
-       "      <td>0.088471</td>\n",
-       "      <td>3.646230e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7192</th>\n",
-       "      <td>0.074332</td>\n",
-       "      <td>0.074157</td>\n",
-       "      <td>1.755240e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7194</th>\n",
-       "      <td>0.149423</td>\n",
-       "      <td>0.164400</td>\n",
-       "      <td>-1.497747e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7199</th>\n",
-       "      <td>0.104010</td>\n",
-       "      <td>0.104147</td>\n",
-       "      <td>-1.377782e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7205</th>\n",
-       "      <td>0.430184</td>\n",
-       "      <td>0.430209</td>\n",
-       "      <td>-2.521045e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7209</th>\n",
-       "      <td>0.132929</td>\n",
-       "      <td>0.131243</td>\n",
-       "      <td>1.686355e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7210</th>\n",
-       "      <td>0.010045</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.004524e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7211</th>\n",
-       "      <td>0.391835</td>\n",
-       "      <td>0.398980</td>\n",
-       "      <td>-7.144691e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7213</th>\n",
-       "      <td>0.127345</td>\n",
-       "      <td>0.127432</td>\n",
-       "      <td>-8.796690e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7214</th>\n",
-       "      <td>0.220791</td>\n",
-       "      <td>0.219537</td>\n",
-       "      <td>1.254617e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7217</th>\n",
-       "      <td>0.131292</td>\n",
-       "      <td>0.126624</td>\n",
-       "      <td>4.667771e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7222</th>\n",
-       "      <td>0.494763</td>\n",
-       "      <td>0.513524</td>\n",
-       "      <td>-1.876151e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7223</th>\n",
-       "      <td>0.214124</td>\n",
-       "      <td>0.209102</td>\n",
-       "      <td>5.022160e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7225</th>\n",
-       "      <td>0.150380</td>\n",
-       "      <td>0.157851</td>\n",
-       "      <td>-7.471121e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7227</th>\n",
-       "      <td>0.250861</td>\n",
-       "      <td>0.268496</td>\n",
-       "      <td>-1.763481e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7234</th>\n",
-       "      <td>0.163539</td>\n",
-       "      <td>0.166211</td>\n",
-       "      <td>-2.671518e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7235</th>\n",
-       "      <td>0.334972</td>\n",
-       "      <td>0.330695</td>\n",
-       "      <td>4.277670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7243</th>\n",
-       "      <td>0.134882</td>\n",
-       "      <td>0.126607</td>\n",
-       "      <td>8.275117e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7245</th>\n",
-       "      <td>0.316674</td>\n",
-       "      <td>0.319833</td>\n",
-       "      <td>-3.159066e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7246</th>\n",
-       "      <td>0.010791</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.079141e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7249</th>\n",
-       "      <td>0.013883</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.388272e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7257</th>\n",
-       "      <td>0.144731</td>\n",
-       "      <td>0.150240</td>\n",
-       "      <td>-5.508592e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7264</th>\n",
-       "      <td>0.362628</td>\n",
-       "      <td>0.356152</td>\n",
-       "      <td>6.476164e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7266</th>\n",
-       "      <td>0.212729</td>\n",
-       "      <td>0.222243</td>\n",
-       "      <td>-9.514183e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7273</th>\n",
-       "      <td>0.117133</td>\n",
-       "      <td>0.112342</td>\n",
-       "      <td>4.791651e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7276</th>\n",
-       "      <td>0.078439</td>\n",
-       "      <td>0.085180</td>\n",
-       "      <td>-6.740872e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7279</th>\n",
-       "      <td>0.118785</td>\n",
-       "      <td>0.124253</td>\n",
-       "      <td>-5.467887e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7280</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7281</th>\n",
-       "      <td>0.113663</td>\n",
-       "      <td>0.118749</td>\n",
-       "      <td>-5.085383e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7282</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7283</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7284</th>\n",
-       "      <td>0.189664</td>\n",
-       "      <td>0.185832</td>\n",
-       "      <td>3.832130e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7285</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7286</th>\n",
-       "      <td>0.192137</td>\n",
-       "      <td>0.199883</td>\n",
-       "      <td>-7.745616e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7287</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7288</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7289</th>\n",
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-       "    <tr>\n",
-       "      <th>7290</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7291</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7292</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7293</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7294</th>\n",
-       "      <td>0.245292</td>\n",
-       "      <td>0.248696</td>\n",
-       "      <td>-3.404524e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7295</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7296</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7297</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7298</th>\n",
-       "      <td>0.188255</td>\n",
-       "      <td>0.194083</td>\n",
-       "      <td>-5.827994e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>7299</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7300</th>\n",
-       "      <td>0.111531</td>\n",
-       "      <td>0.113823</td>\n",
-       "      <td>-2.291709e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7301</th>\n",
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-       "    <tr>\n",
-       "      <th>7302</th>\n",
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-       "      <th>7303</th>\n",
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-       "      <th>7304</th>\n",
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-       "    <tr>\n",
-       "      <th>7305</th>\n",
-       "      <td>0.091230</td>\n",
-       "      <td>0.100070</td>\n",
-       "      <td>-8.839905e-03</td>\n",
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-       "      <th>7306</th>\n",
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-       "      <th>7307</th>\n",
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-       "      <th>7308</th>\n",
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-       "      <th>7309</th>\n",
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-       "      <th>7310</th>\n",
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-       "      <th>7311</th>\n",
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-       "      <th>7312</th>\n",
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-       "    <tr>\n",
-       "      <th>7316</th>\n",
-       "      <td>0.101852</td>\n",
-       "      <td>0.095936</td>\n",
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-       "      <th>7317</th>\n",
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-       "    <tr>\n",
-       "      <th>7320</th>\n",
-       "      <td>0.178025</td>\n",
-       "      <td>0.190649</td>\n",
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-       "      <th>7321</th>\n",
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-       "      <th>7329</th>\n",
-       "      <td>0.171058</td>\n",
-       "      <td>0.170039</td>\n",
-       "      <td>1.019495e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>7330</th>\n",
-       "      <td>0.154801</td>\n",
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-       "      <td>9.822834e-04</td>\n",
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-       "      <th>7331</th>\n",
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-       "      <th>7341</th>\n",
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-       "      <th>7342</th>\n",
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-       "      <th>7344</th>\n",
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-       "      <th>7347</th>\n",
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-       "      <th>7348</th>\n",
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-       "      <th>7349</th>\n",
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-       "    <tr>\n",
-       "      <th>7350</th>\n",
-       "      <td>0.127629</td>\n",
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-       "      <th>7351</th>\n",
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-       "      <th>7353</th>\n",
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-       "      <th>7354</th>\n",
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-       "      <th>7355</th>\n",
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-       "      <th>7356</th>\n",
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-       "    <tr>\n",
-       "      <th>7357</th>\n",
-       "      <td>0.099827</td>\n",
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-       "      <td>3.940323e-04</td>\n",
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-       "      <th>7358</th>\n",
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-       "      <th>7359</th>\n",
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-       "      <th>7361</th>\n",
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-       "      <th>7364</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7399</th>\n",
-       "      <td>0.237090</td>\n",
-       "      <td>0.239069</td>\n",
-       "      <td>-1.979479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7400</th>\n",
-       "      <td>0.057691</td>\n",
-       "      <td>0.057815</td>\n",
-       "      <td>-1.245582e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7401</th>\n",
-       "      <td>0.140583</td>\n",
-       "      <td>0.150027</td>\n",
-       "      <td>-9.444207e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7402</th>\n",
-       "      <td>0.142697</td>\n",
-       "      <td>0.135856</td>\n",
-       "      <td>6.840473e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7403</th>\n",
-       "      <td>0.007946</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.945652e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7407</th>\n",
-       "      <td>0.140361</td>\n",
-       "      <td>0.147563</td>\n",
-       "      <td>-7.201573e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7411</th>\n",
-       "      <td>0.515292</td>\n",
-       "      <td>0.531590</td>\n",
-       "      <td>-1.629759e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7413</th>\n",
-       "      <td>0.245419</td>\n",
-       "      <td>0.246888</td>\n",
-       "      <td>-1.469063e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7420</th>\n",
-       "      <td>0.360441</td>\n",
-       "      <td>0.358834</td>\n",
-       "      <td>1.606318e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7421</th>\n",
-       "      <td>0.124795</td>\n",
-       "      <td>0.126691</td>\n",
-       "      <td>-1.896134e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7425</th>\n",
-       "      <td>0.012216</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.221597e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7426</th>\n",
-       "      <td>0.077877</td>\n",
-       "      <td>0.094697</td>\n",
-       "      <td>-1.681956e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7433</th>\n",
-       "      <td>0.229574</td>\n",
-       "      <td>0.232428</td>\n",
-       "      <td>-2.854737e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7435</th>\n",
-       "      <td>0.010164</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.016375e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7441</th>\n",
-       "      <td>0.246289</td>\n",
-       "      <td>0.246417</td>\n",
-       "      <td>-1.277149e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7450</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7452</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7453</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7454</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7455</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7456</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7457</th>\n",
-       "      <td>0.008485</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.484789e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7458</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7459</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7460</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7461</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7462</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7463</th>\n",
-       "      <td>0.114975</td>\n",
-       "      <td>0.113937</td>\n",
-       "      <td>1.037804e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7464</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7465</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7467</th>\n",
-       "      <td>0.179177</td>\n",
-       "      <td>0.157687</td>\n",
-       "      <td>2.149014e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7468</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7469</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7470</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7471</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7472</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7473</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7474</th>\n",
-       "      <td>0.007724</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.723542e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7475</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7476</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7477</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7478</th>\n",
-       "      <td>0.095325</td>\n",
-       "      <td>0.097390</td>\n",
-       "      <td>-2.065241e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7479</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7480</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7481</th>\n",
-       "      <td>0.158101</td>\n",
-       "      <td>0.153176</td>\n",
-       "      <td>4.925415e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7482</th>\n",
-       "      <td>0.210208</td>\n",
-       "      <td>0.209066</td>\n",
-       "      <td>1.142413e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7483</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7484</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7485</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7486</th>\n",
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-       "    <tr>\n",
-       "      <th>7487</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7488</th>\n",
-       "      <td>0.220216</td>\n",
-       "      <td>0.237239</td>\n",
-       "      <td>-1.702374e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7489</th>\n",
-       "      <td>0.010504</td>\n",
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-       "      <td>1.050365e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>7490</th>\n",
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-       "    <tr>\n",
-       "      <th>7491</th>\n",
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-       "    <tr>\n",
-       "      <th>7492</th>\n",
-       "      <td>0.107957</td>\n",
-       "      <td>0.113393</td>\n",
-       "      <td>-5.436375e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>7493</th>\n",
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-       "    <tr>\n",
-       "      <th>7494</th>\n",
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-       "    <tr>\n",
-       "      <th>7495</th>\n",
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-       "    <tr>\n",
-       "      <th>7496</th>\n",
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-       "      <th>7497</th>\n",
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-       "      <th>7498</th>\n",
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-       "      <th>7499</th>\n",
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-       "      <th>7500</th>\n",
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-       "    <tr>\n",
-       "      <th>7501</th>\n",
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-       "    <tr>\n",
-       "      <th>7502</th>\n",
-       "      <td>0.149012</td>\n",
-       "      <td>0.149473</td>\n",
-       "      <td>-4.613910e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>7503</th>\n",
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-       "    <tr>\n",
-       "      <th>7504</th>\n",
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-       "    <tr>\n",
-       "      <th>7505</th>\n",
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-       "    <tr>\n",
-       "      <th>7506</th>\n",
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-       "    <tr>\n",
-       "      <th>7507</th>\n",
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-       "    <tr>\n",
-       "      <th>7508</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7509</th>\n",
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-       "    <tr>\n",
-       "      <th>7510</th>\n",
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-       "    <tr>\n",
-       "      <th>7511</th>\n",
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-       "    <tr>\n",
-       "      <th>7512</th>\n",
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-       "    <tr>\n",
-       "      <th>7513</th>\n",
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-       "    <tr>\n",
-       "      <th>7514</th>\n",
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-       "    <tr>\n",
-       "      <th>7515</th>\n",
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-       "    <tr>\n",
-       "      <th>7516</th>\n",
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-       "    <tr>\n",
-       "      <th>7517</th>\n",
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-       "    <tr>\n",
-       "      <th>7518</th>\n",
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-       "    <tr>\n",
-       "      <th>7519</th>\n",
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-       "    <tr>\n",
-       "      <th>7520</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7521</th>\n",
-       "      <td>0.188135</td>\n",
-       "      <td>0.186165</td>\n",
-       "      <td>1.970799e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7522</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>7523</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7524</th>\n",
-       "      <td>0.241929</td>\n",
-       "      <td>0.241089</td>\n",
-       "      <td>8.402097e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7525</th>\n",
-       "      <td>0.159278</td>\n",
-       "      <td>0.166160</td>\n",
-       "      <td>-6.882367e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7526</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7527</th>\n",
-       "      <td>0.220257</td>\n",
-       "      <td>0.219128</td>\n",
-       "      <td>1.128788e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7528</th>\n",
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-       "    <tr>\n",
-       "      <th>7529</th>\n",
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-       "    <tr>\n",
-       "      <th>7530</th>\n",
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-       "    <tr>\n",
-       "      <th>7531</th>\n",
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-       "    <tr>\n",
-       "      <th>7532</th>\n",
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-       "    <tr>\n",
-       "      <th>7533</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7534</th>\n",
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-       "    <tr>\n",
-       "      <th>7535</th>\n",
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-       "    <tr>\n",
-       "      <th>7536</th>\n",
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-       "    <tr>\n",
-       "      <th>7537</th>\n",
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-       "    <tr>\n",
-       "      <th>7538</th>\n",
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-       "    <tr>\n",
-       "      <th>7539</th>\n",
-       "      <td>0.249440</td>\n",
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-       "      <td>-1.372871e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>7540</th>\n",
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-       "    <tr>\n",
-       "      <th>7541</th>\n",
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-       "    <tr>\n",
-       "      <th>7542</th>\n",
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-       "    <tr>\n",
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-       "      <th>7545</th>\n",
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-       "      <th>7546</th>\n",
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-       "    <tr>\n",
-       "      <th>7549</th>\n",
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-       "    <tr>\n",
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-       "      <th>7554</th>\n",
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-       "      <th>7557</th>\n",
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-       "    <tr>\n",
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-       "      <th>7565</th>\n",
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-       "      <th>7568</th>\n",
-       "      <td>0.117120</td>\n",
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-       "    <tr>\n",
-       "      <th>7569</th>\n",
-       "      <td>0.120626</td>\n",
-       "      <td>0.132188</td>\n",
-       "      <td>-1.156206e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7571</th>\n",
-       "      <td>0.110005</td>\n",
-       "      <td>0.104647</td>\n",
-       "      <td>5.357436e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7572</th>\n",
-       "      <td>0.123741</td>\n",
-       "      <td>0.125610</td>\n",
-       "      <td>-1.869606e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7576</th>\n",
-       "      <td>0.276680</td>\n",
-       "      <td>0.276406</td>\n",
-       "      <td>2.743270e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7577</th>\n",
-       "      <td>0.150278</td>\n",
-       "      <td>0.145217</td>\n",
-       "      <td>5.060100e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7586</th>\n",
-       "      <td>0.462024</td>\n",
-       "      <td>0.477713</td>\n",
-       "      <td>-1.568817e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7591</th>\n",
-       "      <td>0.138482</td>\n",
-       "      <td>0.143508</td>\n",
-       "      <td>-5.026480e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7606</th>\n",
-       "      <td>0.319423</td>\n",
-       "      <td>0.319785</td>\n",
-       "      <td>-3.619760e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7615</th>\n",
-       "      <td>0.208876</td>\n",
-       "      <td>0.203398</td>\n",
-       "      <td>5.478199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7622</th>\n",
-       "      <td>0.220810</td>\n",
-       "      <td>0.219780</td>\n",
-       "      <td>1.029894e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7624</th>\n",
-       "      <td>0.149375</td>\n",
-       "      <td>0.149328</td>\n",
-       "      <td>4.655253e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7625</th>\n",
-       "      <td>0.347993</td>\n",
-       "      <td>0.358745</td>\n",
-       "      <td>-1.075188e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7632</th>\n",
-       "      <td>0.133782</td>\n",
-       "      <td>0.130407</td>\n",
-       "      <td>3.375656e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7635</th>\n",
-       "      <td>0.356777</td>\n",
-       "      <td>0.369342</td>\n",
-       "      <td>-1.256518e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7637</th>\n",
-       "      <td>0.151539</td>\n",
-       "      <td>0.155379</td>\n",
-       "      <td>-3.839835e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7638</th>\n",
-       "      <td>0.018479</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.847876e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7639</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7640</th>\n",
-       "      <td>0.007464</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.464050e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7641</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7642</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7643</th>\n",
-       "      <td>0.106898</td>\n",
-       "      <td>0.111471</td>\n",
-       "      <td>-4.572967e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7644</th>\n",
-       "      <td>0.044500</td>\n",
-       "      <td>0.044727</td>\n",
-       "      <td>-2.271625e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7645</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7646</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7647</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7648</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>7649</th>\n",
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-       "    <tr>\n",
-       "      <th>7650</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>7651</th>\n",
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-       "    <tr>\n",
-       "      <th>7652</th>\n",
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-       "    <tr>\n",
-       "      <th>7653</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7654</th>\n",
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-       "    <tr>\n",
-       "      <th>7655</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7656</th>\n",
-       "      <td>0.251216</td>\n",
-       "      <td>0.242629</td>\n",
-       "      <td>8.586786e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7660</th>\n",
-       "      <td>0.020018</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.001758e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7668</th>\n",
-       "      <td>0.106168</td>\n",
-       "      <td>0.104361</td>\n",
-       "      <td>1.806951e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7672</th>\n",
-       "      <td>0.295811</td>\n",
-       "      <td>0.297008</td>\n",
-       "      <td>-1.197253e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7675</th>\n",
-       "      <td>0.284319</td>\n",
-       "      <td>0.294294</td>\n",
-       "      <td>-9.975001e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7679</th>\n",
-       "      <td>0.394885</td>\n",
-       "      <td>0.395298</td>\n",
-       "      <td>-4.132101e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7681</th>\n",
-       "      <td>0.049386</td>\n",
-       "      <td>0.048521</td>\n",
-       "      <td>8.655293e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7684</th>\n",
-       "      <td>0.147156</td>\n",
-       "      <td>0.144216</td>\n",
-       "      <td>2.939399e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7685</th>\n",
-       "      <td>0.069100</td>\n",
-       "      <td>0.072733</td>\n",
-       "      <td>-3.632260e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7686</th>\n",
-       "      <td>0.162491</td>\n",
-       "      <td>0.176339</td>\n",
-       "      <td>-1.384786e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7697</th>\n",
-       "      <td>0.164756</td>\n",
-       "      <td>0.165819</td>\n",
-       "      <td>-1.062599e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7701</th>\n",
-       "      <td>0.283440</td>\n",
-       "      <td>0.291387</td>\n",
-       "      <td>-7.947580e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7702</th>\n",
-       "      <td>0.129738</td>\n",
-       "      <td>0.131133</td>\n",
-       "      <td>-1.394555e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7715</th>\n",
-       "      <td>0.338343</td>\n",
-       "      <td>0.342073</td>\n",
-       "      <td>-3.730089e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7716</th>\n",
-       "      <td>0.010577</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.057742e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7720</th>\n",
-       "      <td>0.012232</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.223205e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7724</th>\n",
-       "      <td>0.233881</td>\n",
-       "      <td>0.231812</td>\n",
-       "      <td>2.068921e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7725</th>\n",
-       "      <td>0.147726</td>\n",
-       "      <td>0.158434</td>\n",
-       "      <td>-1.070718e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7726</th>\n",
-       "      <td>0.382558</td>\n",
-       "      <td>0.379103</td>\n",
-       "      <td>3.454752e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7727</th>\n",
-       "      <td>0.122395</td>\n",
-       "      <td>0.124955</td>\n",
-       "      <td>-2.559745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7733</th>\n",
-       "      <td>0.050046</td>\n",
-       "      <td>0.053791</td>\n",
-       "      <td>-3.745775e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7736</th>\n",
-       "      <td>0.008312</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.311790e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7737</th>\n",
-       "      <td>0.122739</td>\n",
-       "      <td>0.129448</td>\n",
-       "      <td>-6.708815e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7738</th>\n",
-       "      <td>0.142734</td>\n",
-       "      <td>0.148950</td>\n",
-       "      <td>-6.216606e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7742</th>\n",
-       "      <td>0.671153</td>\n",
-       "      <td>0.694568</td>\n",
-       "      <td>-2.341534e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7746</th>\n",
-       "      <td>0.446603</td>\n",
-       "      <td>0.470076</td>\n",
-       "      <td>-2.347343e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7747</th>\n",
-       "      <td>0.157787</td>\n",
-       "      <td>0.178000</td>\n",
-       "      <td>-2.021330e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7762</th>\n",
-       "      <td>0.085458</td>\n",
-       "      <td>0.090827</td>\n",
-       "      <td>-5.368493e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7763</th>\n",
-       "      <td>0.106027</td>\n",
-       "      <td>0.113122</td>\n",
-       "      <td>-7.095125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7768</th>\n",
-       "      <td>0.149919</td>\n",
-       "      <td>0.154097</td>\n",
-       "      <td>-4.178304e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7769</th>\n",
-       "      <td>0.185717</td>\n",
-       "      <td>0.187043</td>\n",
-       "      <td>-1.326390e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7776</th>\n",
-       "      <td>0.076041</td>\n",
-       "      <td>0.087615</td>\n",
-       "      <td>-1.157395e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7787</th>\n",
-       "      <td>0.184257</td>\n",
-       "      <td>0.184875</td>\n",
-       "      <td>-6.185725e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7789</th>\n",
-       "      <td>0.519664</td>\n",
-       "      <td>0.516089</td>\n",
-       "      <td>3.574486e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7795</th>\n",
-       "      <td>0.096423</td>\n",
-       "      <td>0.096185</td>\n",
-       "      <td>2.377412e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7799</th>\n",
-       "      <td>0.166755</td>\n",
-       "      <td>0.168285</td>\n",
-       "      <td>-1.529997e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7800</th>\n",
-       "      <td>0.019463</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.946342e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7801</th>\n",
-       "      <td>0.243197</td>\n",
-       "      <td>0.245203</td>\n",
-       "      <td>-2.006460e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7802</th>\n",
-       "      <td>0.415890</td>\n",
-       "      <td>0.427176</td>\n",
-       "      <td>-1.128581e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7805</th>\n",
-       "      <td>0.268128</td>\n",
-       "      <td>0.268098</td>\n",
-       "      <td>3.075831e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7806</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7808</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7809</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7814</th>\n",
-       "      <td>0.125654</td>\n",
-       "      <td>0.131415</td>\n",
-       "      <td>-5.760464e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7817</th>\n",
-       "      <td>0.009688</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.688468e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7820</th>\n",
-       "      <td>0.176398</td>\n",
-       "      <td>0.187824</td>\n",
-       "      <td>-1.142609e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7822</th>\n",
-       "      <td>0.088474</td>\n",
-       "      <td>0.094898</td>\n",
-       "      <td>-6.424711e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7825</th>\n",
-       "      <td>0.142459</td>\n",
-       "      <td>0.143807</td>\n",
-       "      <td>-1.347868e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7828</th>\n",
-       "      <td>0.057877</td>\n",
-       "      <td>0.071391</td>\n",
-       "      <td>-1.351407e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7829</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7830</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7835</th>\n",
-       "      <td>0.007629</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.629453e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7840</th>\n",
-       "      <td>0.169066</td>\n",
-       "      <td>0.189822</td>\n",
-       "      <td>-2.075590e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7842</th>\n",
-       "      <td>0.142841</td>\n",
-       "      <td>0.148558</td>\n",
-       "      <td>-5.717873e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7847</th>\n",
-       "      <td>0.163517</td>\n",
-       "      <td>0.163016</td>\n",
-       "      <td>5.010494e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7850</th>\n",
-       "      <td>0.066811</td>\n",
-       "      <td>0.073391</td>\n",
-       "      <td>-6.580005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7852</th>\n",
-       "      <td>0.180364</td>\n",
-       "      <td>0.185801</td>\n",
-       "      <td>-5.437627e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7853</th>\n",
-       "      <td>0.227337</td>\n",
-       "      <td>0.227069</td>\n",
-       "      <td>2.681589e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7854</th>\n",
-       "      <td>0.200942</td>\n",
-       "      <td>0.202952</td>\n",
-       "      <td>-2.009173e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7861</th>\n",
-       "      <td>0.256591</td>\n",
-       "      <td>0.255316</td>\n",
-       "      <td>1.275289e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7863</th>\n",
-       "      <td>0.421179</td>\n",
-       "      <td>0.427992</td>\n",
-       "      <td>-6.812926e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7869</th>\n",
-       "      <td>0.488666</td>\n",
-       "      <td>0.507707</td>\n",
-       "      <td>-1.904029e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7871</th>\n",
-       "      <td>0.008304</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.303723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7872</th>\n",
-       "      <td>0.191988</td>\n",
-       "      <td>0.192602</td>\n",
-       "      <td>-6.140457e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7874</th>\n",
-       "      <td>0.280679</td>\n",
-       "      <td>0.288050</td>\n",
-       "      <td>-7.370926e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7881</th>\n",
-       "      <td>0.092806</td>\n",
-       "      <td>0.089941</td>\n",
-       "      <td>2.865816e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7883</th>\n",
-       "      <td>0.541386</td>\n",
-       "      <td>0.539745</td>\n",
-       "      <td>1.640915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7886</th>\n",
-       "      <td>0.240584</td>\n",
-       "      <td>0.242176</td>\n",
-       "      <td>-1.592341e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7887</th>\n",
-       "      <td>0.015548</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.554785e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7898</th>\n",
-       "      <td>0.088717</td>\n",
-       "      <td>0.084472</td>\n",
-       "      <td>4.245437e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7901</th>\n",
-       "      <td>0.256477</td>\n",
-       "      <td>0.253372</td>\n",
-       "      <td>3.104372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7905</th>\n",
-       "      <td>0.233447</td>\n",
-       "      <td>0.231164</td>\n",
-       "      <td>2.283425e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7909</th>\n",
-       "      <td>0.183304</td>\n",
-       "      <td>0.183427</td>\n",
-       "      <td>-1.235774e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7911</th>\n",
-       "      <td>0.139533</td>\n",
-       "      <td>0.140422</td>\n",
-       "      <td>-8.890407e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7921</th>\n",
-       "      <td>0.326894</td>\n",
-       "      <td>0.326180</td>\n",
-       "      <td>7.138166e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7923</th>\n",
-       "      <td>0.211772</td>\n",
-       "      <td>0.214761</td>\n",
-       "      <td>-2.988902e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7933</th>\n",
-       "      <td>0.221611</td>\n",
-       "      <td>0.223150</td>\n",
-       "      <td>-1.539095e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7939</th>\n",
-       "      <td>0.234757</td>\n",
-       "      <td>0.235594</td>\n",
-       "      <td>-8.376983e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7940</th>\n",
-       "      <td>0.109315</td>\n",
-       "      <td>0.110894</td>\n",
-       "      <td>-1.578813e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7945</th>\n",
-       "      <td>0.173268</td>\n",
-       "      <td>0.167965</td>\n",
-       "      <td>5.302837e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7946</th>\n",
-       "      <td>0.200659</td>\n",
-       "      <td>0.211948</td>\n",
-       "      <td>-1.128957e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7952</th>\n",
-       "      <td>0.174875</td>\n",
-       "      <td>0.193935</td>\n",
-       "      <td>-1.906033e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7957</th>\n",
-       "      <td>0.089243</td>\n",
-       "      <td>0.091280</td>\n",
-       "      <td>-2.036501e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7961</th>\n",
-       "      <td>0.278849</td>\n",
-       "      <td>0.283849</td>\n",
-       "      <td>-4.999965e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7966</th>\n",
-       "      <td>0.012309</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.230909e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7969</th>\n",
-       "      <td>0.194233</td>\n",
-       "      <td>0.197726</td>\n",
-       "      <td>-3.492625e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7970</th>\n",
-       "      <td>0.137827</td>\n",
-       "      <td>0.124722</td>\n",
-       "      <td>1.310480e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7978</th>\n",
-       "      <td>0.150482</td>\n",
-       "      <td>0.148073</td>\n",
-       "      <td>2.408481e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7979</th>\n",
-       "      <td>0.168226</td>\n",
-       "      <td>0.174175</td>\n",
-       "      <td>-5.949008e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7982</th>\n",
-       "      <td>0.151928</td>\n",
-       "      <td>0.154211</td>\n",
-       "      <td>-2.283455e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7983</th>\n",
-       "      <td>0.048278</td>\n",
-       "      <td>0.118288</td>\n",
-       "      <td>-7.001084e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7986</th>\n",
-       "      <td>0.030414</td>\n",
-       "      <td>0.038725</td>\n",
-       "      <td>-8.311662e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7992</th>\n",
-       "      <td>0.108798</td>\n",
-       "      <td>0.103860</td>\n",
-       "      <td>4.938531e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7994</th>\n",
-       "      <td>0.014107</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.410709e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8000</th>\n",
-       "      <td>0.448816</td>\n",
-       "      <td>0.462611</td>\n",
-       "      <td>-1.379438e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8001</th>\n",
-       "      <td>0.277159</td>\n",
-       "      <td>0.278824</td>\n",
-       "      <td>-1.664888e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8010</th>\n",
-       "      <td>0.017865</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.786476e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8012</th>\n",
-       "      <td>0.173342</td>\n",
-       "      <td>0.167455</td>\n",
-       "      <td>5.886626e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8015</th>\n",
-       "      <td>0.277770</td>\n",
-       "      <td>0.275063</td>\n",
-       "      <td>2.707548e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8016</th>\n",
-       "      <td>0.151340</td>\n",
-       "      <td>0.159367</td>\n",
-       "      <td>-8.026581e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8020</th>\n",
-       "      <td>0.087935</td>\n",
-       "      <td>0.087727</td>\n",
-       "      <td>2.081827e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8022</th>\n",
-       "      <td>0.143136</td>\n",
-       "      <td>0.143764</td>\n",
-       "      <td>-6.278428e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8029</th>\n",
-       "      <td>0.143083</td>\n",
-       "      <td>0.134876</td>\n",
-       "      <td>8.206776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8030</th>\n",
-       "      <td>0.175977</td>\n",
-       "      <td>0.178563</td>\n",
-       "      <td>-2.585977e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8038</th>\n",
-       "      <td>0.081445</td>\n",
-       "      <td>0.078086</td>\n",
-       "      <td>3.358766e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8047</th>\n",
-       "      <td>0.225604</td>\n",
-       "      <td>0.227499</td>\n",
-       "      <td>-1.894996e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8048</th>\n",
-       "      <td>0.263342</td>\n",
-       "      <td>0.264713</td>\n",
-       "      <td>-1.371631e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8068</th>\n",
-       "      <td>0.158647</td>\n",
-       "      <td>0.160392</td>\n",
-       "      <td>-1.745452e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8070</th>\n",
-       "      <td>0.141332</td>\n",
-       "      <td>0.142960</td>\n",
-       "      <td>-1.627497e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8073</th>\n",
-       "      <td>0.177621</td>\n",
-       "      <td>0.183589</td>\n",
-       "      <td>-5.968202e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8081</th>\n",
-       "      <td>0.138549</td>\n",
-       "      <td>0.137742</td>\n",
-       "      <td>8.068529e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8084</th>\n",
-       "      <td>0.162476</td>\n",
-       "      <td>0.168736</td>\n",
-       "      <td>-6.259291e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8089</th>\n",
-       "      <td>0.120194</td>\n",
-       "      <td>0.119692</td>\n",
-       "      <td>5.018171e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8091</th>\n",
-       "      <td>0.226529</td>\n",
-       "      <td>0.241618</td>\n",
-       "      <td>-1.508927e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8094</th>\n",
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-       "    <tr>\n",
-       "      <th>8095</th>\n",
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-       "    <tr>\n",
-       "      <th>8096</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8097</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8098</th>\n",
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-       "    <tr>\n",
-       "      <th>8099</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8100</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8101</th>\n",
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-       "    <tr>\n",
-       "      <th>8102</th>\n",
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-       "    <tr>\n",
-       "      <th>8103</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8104</th>\n",
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-       "    <tr>\n",
-       "      <th>8105</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8106</th>\n",
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-       "    <tr>\n",
-       "      <th>8107</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8108</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8109</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8110</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8111</th>\n",
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-       "    <tr>\n",
-       "      <th>8112</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8113</th>\n",
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-       "    <tr>\n",
-       "      <th>8114</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8115</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8117</th>\n",
-       "      <td>0.144193</td>\n",
-       "      <td>0.145662</td>\n",
-       "      <td>-1.469491e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8121</th>\n",
-       "      <td>0.111183</td>\n",
-       "      <td>0.113343</td>\n",
-       "      <td>-2.160167e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8122</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8123</th>\n",
-       "      <td>0.317504</td>\n",
-       "      <td>0.312413</td>\n",
-       "      <td>5.091780e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>8124</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8125</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8126</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8127</th>\n",
-       "      <td>0.108173</td>\n",
-       "      <td>0.112062</td>\n",
-       "      <td>-3.889410e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8128</th>\n",
-       "      <td>0.160097</td>\n",
-       "      <td>0.171510</td>\n",
-       "      <td>-1.141257e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8129</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8130</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8131</th>\n",
-       "      <td>0.174549</td>\n",
-       "      <td>0.183357</td>\n",
-       "      <td>-8.807924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8132</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8133</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8134</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8135</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8136</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8137</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8138</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8139</th>\n",
-       "      <td>0.210250</td>\n",
-       "      <td>0.217424</td>\n",
-       "      <td>-7.174273e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8140</th>\n",
-       "      <td>0.091505</td>\n",
-       "      <td>0.093998</td>\n",
-       "      <td>-2.492686e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>8141</th>\n",
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-       "    <tr>\n",
-       "      <th>8142</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8143</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8144</th>\n",
-       "      <td>0.146873</td>\n",
-       "      <td>0.147643</td>\n",
-       "      <td>-7.698571e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>8145</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>8146</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8147</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>8148</th>\n",
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-       "    <tr>\n",
-       "      <th>8149</th>\n",
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-       "    <tr>\n",
-       "      <th>8150</th>\n",
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-       "    <tr>\n",
-       "      <th>8151</th>\n",
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-       "    <tr>\n",
-       "      <th>8152</th>\n",
-       "      <td>0.382596</td>\n",
-       "      <td>0.397811</td>\n",
-       "      <td>-1.521501e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>8153</th>\n",
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-       "    <tr>\n",
-       "      <th>8154</th>\n",
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-       "    <tr>\n",
-       "      <th>8155</th>\n",
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-       "    <tr>\n",
-       "      <th>8156</th>\n",
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-       "    <tr>\n",
-       "      <th>8157</th>\n",
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-       "      <th>8158</th>\n",
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-       "    <tr>\n",
-       "      <th>8159</th>\n",
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-       "    <tr>\n",
-       "      <th>8160</th>\n",
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-       "    <tr>\n",
-       "      <th>8161</th>\n",
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-       "    <tr>\n",
-       "      <th>8162</th>\n",
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-       "    <tr>\n",
-       "      <th>8163</th>\n",
-       "      <td>0.117666</td>\n",
-       "      <td>0.115452</td>\n",
-       "      <td>2.213299e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>8164</th>\n",
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-       "    <tr>\n",
-       "      <th>8165</th>\n",
-       "      <td>0.192472</td>\n",
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-       "    <tr>\n",
-       "      <th>8166</th>\n",
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-       "    <tr>\n",
-       "      <th>8167</th>\n",
-       "      <td>0.367141</td>\n",
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-       "    <tr>\n",
-       "      <th>8168</th>\n",
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-       "      <th>8169</th>\n",
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-       "      <th>8170</th>\n",
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-       "      <th>8171</th>\n",
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-       "    <tr>\n",
-       "      <th>8172</th>\n",
-       "      <td>0.094542</td>\n",
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-       "      <td>-1.075285e-02</td>\n",
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-       "      <th>8173</th>\n",
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-       "      <th>8174</th>\n",
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-       "      <th>8175</th>\n",
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-       "      <th>8176</th>\n",
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-       "    <tr>\n",
-       "      <th>8177</th>\n",
-       "      <td>0.127389</td>\n",
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-       "      <td>-5.792775e-03</td>\n",
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-       "      <th>8178</th>\n",
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-       "      <th>8179</th>\n",
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-       "    <tr>\n",
-       "      <th>8180</th>\n",
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-       "    <tr>\n",
-       "      <th>8181</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8183</th>\n",
-       "      <td>0.063444</td>\n",
-       "      <td>0.063567</td>\n",
-       "      <td>-1.234635e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8186</th>\n",
-       "      <td>0.008715</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.715280e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8187</th>\n",
-       "      <td>0.019076</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.907611e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8193</th>\n",
-       "      <td>0.067046</td>\n",
-       "      <td>0.061356</td>\n",
-       "      <td>5.689623e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8204</th>\n",
-       "      <td>0.240242</td>\n",
-       "      <td>0.240100</td>\n",
-       "      <td>1.419584e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8212</th>\n",
-       "      <td>0.066822</td>\n",
-       "      <td>0.066781</td>\n",
-       "      <td>4.141274e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8214</th>\n",
-       "      <td>0.163275</td>\n",
-       "      <td>0.162894</td>\n",
-       "      <td>3.812107e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8215</th>\n",
-       "      <td>0.315539</td>\n",
-       "      <td>0.315059</td>\n",
-       "      <td>4.805821e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8219</th>\n",
-       "      <td>0.222156</td>\n",
-       "      <td>0.224270</td>\n",
-       "      <td>-2.114261e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8220</th>\n",
-       "      <td>0.443546</td>\n",
-       "      <td>0.443306</td>\n",
-       "      <td>2.395116e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8228</th>\n",
-       "      <td>0.209888</td>\n",
-       "      <td>0.218790</td>\n",
-       "      <td>-8.902637e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8229</th>\n",
-       "      <td>0.142048</td>\n",
-       "      <td>0.137817</td>\n",
-       "      <td>4.230800e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8230</th>\n",
-       "      <td>0.198010</td>\n",
-       "      <td>0.199203</td>\n",
-       "      <td>-1.193778e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8232</th>\n",
-       "      <td>0.336608</td>\n",
-       "      <td>0.341116</td>\n",
-       "      <td>-4.508443e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8235</th>\n",
-       "      <td>0.099807</td>\n",
-       "      <td>0.102935</td>\n",
-       "      <td>-3.128362e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8236</th>\n",
-       "      <td>0.273741</td>\n",
-       "      <td>0.280303</td>\n",
-       "      <td>-6.562094e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8243</th>\n",
-       "      <td>0.129341</td>\n",
-       "      <td>0.131808</td>\n",
-       "      <td>-2.466693e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8244</th>\n",
-       "      <td>0.370579</td>\n",
-       "      <td>0.374427</td>\n",
-       "      <td>-3.848525e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8251</th>\n",
-       "      <td>0.340040</td>\n",
-       "      <td>0.343282</td>\n",
-       "      <td>-3.242544e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8254</th>\n",
-       "      <td>0.223357</td>\n",
-       "      <td>0.220222</td>\n",
-       "      <td>3.134967e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8255</th>\n",
-       "      <td>0.073419</td>\n",
-       "      <td>0.077015</td>\n",
-       "      <td>-3.596085e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8256</th>\n",
-       "      <td>0.148485</td>\n",
-       "      <td>0.154746</td>\n",
-       "      <td>-6.261037e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8259</th>\n",
-       "      <td>0.009010</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.010140e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8260</th>\n",
-       "      <td>0.007531</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.531443e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8266</th>\n",
-       "      <td>0.021003</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.100315e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8273</th>\n",
-       "      <td>0.141537</td>\n",
-       "      <td>0.143478</td>\n",
-       "      <td>-1.940881e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8278</th>\n",
-       "      <td>0.238822</td>\n",
-       "      <td>0.244080</td>\n",
-       "      <td>-5.257747e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8281</th>\n",
-       "      <td>0.012205</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.220477e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8284</th>\n",
-       "      <td>0.108899</td>\n",
-       "      <td>0.118224</td>\n",
-       "      <td>-9.324793e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8289</th>\n",
-       "      <td>0.117185</td>\n",
-       "      <td>0.122180</td>\n",
-       "      <td>-4.995707e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8294</th>\n",
-       "      <td>0.242441</td>\n",
-       "      <td>0.249502</td>\n",
-       "      <td>-7.061350e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8296</th>\n",
-       "      <td>0.078239</td>\n",
-       "      <td>0.093572</td>\n",
-       "      <td>-1.533391e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8297</th>\n",
-       "      <td>0.014484</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.448397e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8298</th>\n",
-       "      <td>0.139591</td>\n",
-       "      <td>0.128923</td>\n",
-       "      <td>1.066819e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8299</th>\n",
-       "      <td>0.120526</td>\n",
-       "      <td>0.121077</td>\n",
-       "      <td>-5.511514e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8305</th>\n",
-       "      <td>0.171803</td>\n",
-       "      <td>0.155986</td>\n",
-       "      <td>1.581708e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8306</th>\n",
-       "      <td>0.157261</td>\n",
-       "      <td>0.155429</td>\n",
-       "      <td>1.832007e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8311</th>\n",
-       "      <td>0.110453</td>\n",
-       "      <td>0.111840</td>\n",
-       "      <td>-1.386351e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8312</th>\n",
-       "      <td>0.009585</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.584642e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8313</th>\n",
-       "      <td>0.181647</td>\n",
-       "      <td>0.181335</td>\n",
-       "      <td>3.120967e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8322</th>\n",
-       "      <td>0.009124</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.123712e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8323</th>\n",
-       "      <td>0.231195</td>\n",
-       "      <td>0.257179</td>\n",
-       "      <td>-2.598474e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8327</th>\n",
-       "      <td>0.327720</td>\n",
-       "      <td>0.323979</td>\n",
-       "      <td>3.741121e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8330</th>\n",
-       "      <td>0.080504</td>\n",
-       "      <td>0.083140</td>\n",
-       "      <td>-2.636881e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8333</th>\n",
-       "      <td>0.147187</td>\n",
-       "      <td>0.151444</td>\n",
-       "      <td>-4.257389e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8335</th>\n",
-       "      <td>0.010094</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.009444e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8336</th>\n",
-       "      <td>0.205048</td>\n",
-       "      <td>0.202859</td>\n",
-       "      <td>2.188913e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8339</th>\n",
-       "      <td>0.242381</td>\n",
-       "      <td>0.247140</td>\n",
-       "      <td>-4.758993e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8341</th>\n",
-       "      <td>0.103481</td>\n",
-       "      <td>0.107120</td>\n",
-       "      <td>-3.639636e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8345</th>\n",
-       "      <td>0.240041</td>\n",
-       "      <td>0.240924</td>\n",
-       "      <td>-8.825516e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8349</th>\n",
-       "      <td>0.685090</td>\n",
-       "      <td>0.695471</td>\n",
-       "      <td>-1.038173e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8351</th>\n",
-       "      <td>0.158763</td>\n",
-       "      <td>0.154405</td>\n",
-       "      <td>4.358870e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8353</th>\n",
-       "      <td>0.327609</td>\n",
-       "      <td>0.328061</td>\n",
-       "      <td>-4.523421e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8357</th>\n",
-       "      <td>0.199697</td>\n",
-       "      <td>0.199078</td>\n",
-       "      <td>6.193912e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8365</th>\n",
-       "      <td>0.068392</td>\n",
-       "      <td>0.068201</td>\n",
-       "      <td>1.914491e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8369</th>\n",
-       "      <td>0.182445</td>\n",
-       "      <td>0.178763</td>\n",
-       "      <td>3.681521e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8374</th>\n",
-       "      <td>0.185751</td>\n",
-       "      <td>0.193547</td>\n",
-       "      <td>-7.796257e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8382</th>\n",
-       "      <td>0.208790</td>\n",
-       "      <td>0.209383</td>\n",
-       "      <td>-5.928751e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8384</th>\n",
-       "      <td>0.177938</td>\n",
-       "      <td>0.180461</td>\n",
-       "      <td>-2.523587e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8396</th>\n",
-       "      <td>0.155731</td>\n",
-       "      <td>0.154043</td>\n",
-       "      <td>1.687811e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8402</th>\n",
-       "      <td>0.134849</td>\n",
-       "      <td>0.137302</td>\n",
-       "      <td>-2.453009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8403</th>\n",
-       "      <td>0.096481</td>\n",
-       "      <td>0.098684</td>\n",
-       "      <td>-2.202358e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8405</th>\n",
-       "      <td>0.013291</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.329111e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8406</th>\n",
-       "      <td>0.011158</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.115827e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8416</th>\n",
-       "      <td>0.189533</td>\n",
-       "      <td>0.187631</td>\n",
-       "      <td>1.902114e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8425</th>\n",
-       "      <td>0.281163</td>\n",
-       "      <td>0.285820</td>\n",
-       "      <td>-4.657025e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8427</th>\n",
-       "      <td>0.130193</td>\n",
-       "      <td>0.132428</td>\n",
-       "      <td>-2.235123e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8428</th>\n",
-       "      <td>0.014698</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.469847e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8432</th>\n",
-       "      <td>0.052115</td>\n",
-       "      <td>0.049176</td>\n",
-       "      <td>2.939189e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8436</th>\n",
-       "      <td>0.533142</td>\n",
-       "      <td>0.563053</td>\n",
-       "      <td>-2.991140e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8439</th>\n",
-       "      <td>0.137292</td>\n",
-       "      <td>0.146641</td>\n",
-       "      <td>-9.349727e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8447</th>\n",
-       "      <td>0.078778</td>\n",
-       "      <td>0.083962</td>\n",
-       "      <td>-5.183885e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8449</th>\n",
-       "      <td>0.073524</td>\n",
-       "      <td>0.071058</td>\n",
-       "      <td>2.466113e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8454</th>\n",
-       "      <td>0.148654</td>\n",
-       "      <td>0.155017</td>\n",
-       "      <td>-6.363753e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8457</th>\n",
-       "      <td>0.240281</td>\n",
-       "      <td>0.243696</td>\n",
-       "      <td>-3.415454e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8458</th>\n",
-       "      <td>0.657584</td>\n",
-       "      <td>0.671254</td>\n",
-       "      <td>-1.367042e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8463</th>\n",
-       "      <td>0.143294</td>\n",
-       "      <td>0.143772</td>\n",
-       "      <td>-4.785008e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8464</th>\n",
-       "      <td>0.169218</td>\n",
-       "      <td>0.192249</td>\n",
-       "      <td>-2.303080e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8465</th>\n",
-       "      <td>0.283102</td>\n",
-       "      <td>0.278298</td>\n",
-       "      <td>4.804279e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8475</th>\n",
-       "      <td>0.200371</td>\n",
-       "      <td>0.219520</td>\n",
-       "      <td>-1.914905e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8479</th>\n",
-       "      <td>0.172363</td>\n",
-       "      <td>0.177497</td>\n",
-       "      <td>-5.133125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8481</th>\n",
-       "      <td>0.068438</td>\n",
-       "      <td>0.082786</td>\n",
-       "      <td>-1.434837e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8484</th>\n",
-       "      <td>0.141299</td>\n",
-       "      <td>0.150539</td>\n",
-       "      <td>-9.239885e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8491</th>\n",
-       "      <td>0.183559</td>\n",
-       "      <td>0.182773</td>\n",
-       "      <td>7.852423e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8492</th>\n",
-       "      <td>0.183766</td>\n",
-       "      <td>0.194254</td>\n",
-       "      <td>-1.048860e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8495</th>\n",
-       "      <td>0.212787</td>\n",
-       "      <td>0.213855</td>\n",
-       "      <td>-1.067924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8499</th>\n",
-       "      <td>0.258052</td>\n",
-       "      <td>0.259100</td>\n",
-       "      <td>-1.048258e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8506</th>\n",
-       "      <td>0.225853</td>\n",
-       "      <td>0.224912</td>\n",
-       "      <td>9.406050e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8507</th>\n",
-       "      <td>0.235817</td>\n",
-       "      <td>0.244400</td>\n",
-       "      <td>-8.582688e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8516</th>\n",
-       "      <td>0.063831</td>\n",
-       "      <td>0.070880</td>\n",
-       "      <td>-7.048736e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8519</th>\n",
-       "      <td>0.009653</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.652851e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8521</th>\n",
-       "      <td>0.233290</td>\n",
-       "      <td>0.230335</td>\n",
-       "      <td>2.954970e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8532</th>\n",
-       "      <td>0.300629</td>\n",
-       "      <td>0.307151</td>\n",
-       "      <td>-6.522256e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8535</th>\n",
-       "      <td>0.176320</td>\n",
-       "      <td>0.178531</td>\n",
-       "      <td>-2.211124e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8536</th>\n",
-       "      <td>0.110334</td>\n",
-       "      <td>0.121422</td>\n",
-       "      <td>-1.108749e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8537</th>\n",
-       "      <td>0.229045</td>\n",
-       "      <td>0.230850</td>\n",
-       "      <td>-1.804967e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8540</th>\n",
-       "      <td>0.093423</td>\n",
-       "      <td>0.092298</td>\n",
-       "      <td>1.125778e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8542</th>\n",
-       "      <td>0.100824</td>\n",
-       "      <td>0.100243</td>\n",
-       "      <td>5.804582e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8543</th>\n",
-       "      <td>0.135623</td>\n",
-       "      <td>0.133120</td>\n",
-       "      <td>2.502690e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8548</th>\n",
-       "      <td>0.175437</td>\n",
-       "      <td>0.172791</td>\n",
-       "      <td>2.646518e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8549</th>\n",
-       "      <td>0.022266</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.226637e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8554</th>\n",
-       "      <td>0.118805</td>\n",
-       "      <td>0.114654</td>\n",
-       "      <td>4.150926e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8556</th>\n",
-       "      <td>0.270097</td>\n",
-       "      <td>0.271443</td>\n",
-       "      <td>-1.346111e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8557</th>\n",
-       "      <td>0.170184</td>\n",
-       "      <td>0.168568</td>\n",
-       "      <td>1.616577e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8562</th>\n",
-       "      <td>0.175232</td>\n",
-       "      <td>0.172606</td>\n",
-       "      <td>2.625620e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8568</th>\n",
-       "      <td>0.189733</td>\n",
-       "      <td>0.189107</td>\n",
-       "      <td>6.264221e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8569</th>\n",
-       "      <td>0.128119</td>\n",
-       "      <td>0.134169</td>\n",
-       "      <td>-6.049787e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8571</th>\n",
-       "      <td>0.215810</td>\n",
-       "      <td>0.216902</td>\n",
-       "      <td>-1.092371e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8572</th>\n",
-       "      <td>0.183917</td>\n",
-       "      <td>0.184196</td>\n",
-       "      <td>-2.793527e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8574</th>\n",
-       "      <td>0.536347</td>\n",
-       "      <td>0.554691</td>\n",
-       "      <td>-1.834397e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8575</th>\n",
-       "      <td>0.099966</td>\n",
-       "      <td>0.104827</td>\n",
-       "      <td>-4.860430e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8576</th>\n",
-       "      <td>0.333907</td>\n",
-       "      <td>0.336571</td>\n",
-       "      <td>-2.663558e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8579</th>\n",
-       "      <td>0.090646</td>\n",
-       "      <td>0.093777</td>\n",
-       "      <td>-3.130791e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8582</th>\n",
-       "      <td>0.178973</td>\n",
-       "      <td>0.190679</td>\n",
-       "      <td>-1.170601e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8586</th>\n",
-       "      <td>0.322034</td>\n",
-       "      <td>0.325216</td>\n",
-       "      <td>-3.181944e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8591</th>\n",
-       "      <td>0.166430</td>\n",
-       "      <td>0.160204</td>\n",
-       "      <td>6.225905e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8592</th>\n",
-       "      <td>0.152752</td>\n",
-       "      <td>0.179573</td>\n",
-       "      <td>-2.682132e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8593</th>\n",
-       "      <td>0.078856</td>\n",
-       "      <td>0.076995</td>\n",
-       "      <td>1.860432e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8599</th>\n",
-       "      <td>0.017046</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.704645e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8606</th>\n",
-       "      <td>0.402085</td>\n",
-       "      <td>0.401906</td>\n",
-       "      <td>1.790178e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8607</th>\n",
-       "      <td>0.315323</td>\n",
-       "      <td>0.335232</td>\n",
-       "      <td>-1.990871e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8609</th>\n",
-       "      <td>0.133008</td>\n",
-       "      <td>0.132303</td>\n",
-       "      <td>7.047674e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8611</th>\n",
-       "      <td>0.270836</td>\n",
-       "      <td>0.271621</td>\n",
-       "      <td>-7.843823e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8613</th>\n",
-       "      <td>0.440406</td>\n",
-       "      <td>0.434182</td>\n",
-       "      <td>6.224197e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8614</th>\n",
-       "      <td>0.553750</td>\n",
-       "      <td>0.553271</td>\n",
-       "      <td>4.797764e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8617</th>\n",
-       "      <td>0.123040</td>\n",
-       "      <td>0.125264</td>\n",
-       "      <td>-2.223569e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8618</th>\n",
-       "      <td>0.442324</td>\n",
-       "      <td>0.453556</td>\n",
-       "      <td>-1.123284e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8619</th>\n",
-       "      <td>0.145225</td>\n",
-       "      <td>0.146524</td>\n",
-       "      <td>-1.298734e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8631</th>\n",
-       "      <td>0.011712</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.171222e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8638</th>\n",
-       "      <td>0.293181</td>\n",
-       "      <td>0.304827</td>\n",
-       "      <td>-1.164588e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8639</th>\n",
-       "      <td>0.124215</td>\n",
-       "      <td>0.125347</td>\n",
-       "      <td>-1.132324e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8640</th>\n",
-       "      <td>0.141513</td>\n",
-       "      <td>0.147506</td>\n",
-       "      <td>-5.993335e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8644</th>\n",
-       "      <td>0.061531</td>\n",
-       "      <td>0.059932</td>\n",
-       "      <td>1.599004e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8645</th>\n",
-       "      <td>0.241909</td>\n",
-       "      <td>0.259039</td>\n",
-       "      <td>-1.712923e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8646</th>\n",
-       "      <td>0.580913</td>\n",
-       "      <td>0.588465</td>\n",
-       "      <td>-7.552247e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8649</th>\n",
-       "      <td>0.202096</td>\n",
-       "      <td>0.204608</td>\n",
-       "      <td>-2.512376e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8654</th>\n",
-       "      <td>0.175903</td>\n",
-       "      <td>0.164811</td>\n",
-       "      <td>1.109236e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8659</th>\n",
-       "      <td>0.152322</td>\n",
-       "      <td>0.152683</td>\n",
-       "      <td>-3.605287e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8666</th>\n",
-       "      <td>0.380379</td>\n",
-       "      <td>0.380454</td>\n",
-       "      <td>-7.525883e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8667</th>\n",
-       "      <td>0.332919</td>\n",
-       "      <td>0.345858</td>\n",
-       "      <td>-1.293934e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8668</th>\n",
-       "      <td>0.061597</td>\n",
-       "      <td>0.063224</td>\n",
-       "      <td>-1.626735e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8672</th>\n",
-       "      <td>0.111214</td>\n",
-       "      <td>0.119094</td>\n",
-       "      <td>-7.880338e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8673</th>\n",
-       "      <td>0.125669</td>\n",
-       "      <td>0.124343</td>\n",
-       "      <td>1.326520e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8676</th>\n",
-       "      <td>0.168376</td>\n",
-       "      <td>0.168736</td>\n",
-       "      <td>-3.604413e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8677</th>\n",
-       "      <td>0.174079</td>\n",
-       "      <td>0.183550</td>\n",
-       "      <td>-9.471462e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8683</th>\n",
-       "      <td>0.186070</td>\n",
-       "      <td>0.180909</td>\n",
-       "      <td>5.160862e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8689</th>\n",
-       "      <td>0.328429</td>\n",
-       "      <td>0.323998</td>\n",
-       "      <td>4.431531e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8690</th>\n",
-       "      <td>0.148690</td>\n",
-       "      <td>0.146358</td>\n",
-       "      <td>2.331973e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8696</th>\n",
-       "      <td>0.165379</td>\n",
-       "      <td>0.157150</td>\n",
-       "      <td>8.229121e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8698</th>\n",
-       "      <td>0.089720</td>\n",
-       "      <td>0.089178</td>\n",
-       "      <td>5.426389e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8703</th>\n",
-       "      <td>0.393397</td>\n",
-       "      <td>0.400641</td>\n",
-       "      <td>-7.244439e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "      <th>8706</th>\n",
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-       "    <tr>\n",
-       "      <th>8707</th>\n",
-       "      <td>0.082994</td>\n",
-       "      <td>0.095378</td>\n",
-       "      <td>-1.238409e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>8708</th>\n",
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-       "    <tr>\n",
-       "      <th>8709</th>\n",
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-       "      <th>8710</th>\n",
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-       "      <th>8711</th>\n",
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-       "      <th>8712</th>\n",
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-       "      <th>8713</th>\n",
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-       "      <th>8714</th>\n",
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-       "      <th>8715</th>\n",
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-       "    <tr>\n",
-       "      <th>8716</th>\n",
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-       "      <th>8717</th>\n",
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-       "      <th>8718</th>\n",
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-       "      <th>8719</th>\n",
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-       "    <tr>\n",
-       "      <th>8720</th>\n",
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-       "    <tr>\n",
-       "      <th>8723</th>\n",
-       "      <td>0.169864</td>\n",
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-       "      <td>-1.998687e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>8724</th>\n",
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-       "      <th>8726</th>\n",
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-       "    <tr>\n",
-       "      <th>8727</th>\n",
-       "      <td>0.131349</td>\n",
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-       "    <tr>\n",
-       "      <th>8728</th>\n",
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-       "    <tr>\n",
-       "      <th>8729</th>\n",
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-       "    <tr>\n",
-       "      <th>8730</th>\n",
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-       "      <th>8732</th>\n",
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-       "    <tr>\n",
-       "      <th>8733</th>\n",
-       "      <td>0.019806</td>\n",
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-       "    <tr>\n",
-       "      <th>8734</th>\n",
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-       "    <tr>\n",
-       "      <th>8735</th>\n",
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-       "    <tr>\n",
-       "      <th>8736</th>\n",
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-       "    <tr>\n",
-       "      <th>8737</th>\n",
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-       "    <tr>\n",
-       "      <th>8738</th>\n",
-       "      <td>0.009501</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8739</th>\n",
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-       "    <tr>\n",
-       "      <th>8740</th>\n",
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-       "    <tr>\n",
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-       "    <tr>\n",
-       "      <th>8742</th>\n",
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-       "    <tr>\n",
-       "      <th>8743</th>\n",
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-       "    <tr>\n",
-       "      <th>8744</th>\n",
-       "      <td>0.013634</td>\n",
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-       "    <tr>\n",
-       "      <th>8745</th>\n",
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-       "    <tr>\n",
-       "      <th>8746</th>\n",
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-       "    <tr>\n",
-       "      <th>8747</th>\n",
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-       "    <tr>\n",
-       "      <th>8748</th>\n",
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-       "    <tr>\n",
-       "      <th>8749</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8750</th>\n",
-       "      <td>0.228631</td>\n",
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-       "      <td>-8.491603e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8751</th>\n",
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-       "    <tr>\n",
-       "      <th>8752</th>\n",
-       "      <td>0.064833</td>\n",
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-       "      <td>-2.142962e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8753</th>\n",
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-       "    <tr>\n",
-       "      <th>8754</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8755</th>\n",
-       "      <td>0.230433</td>\n",
-       "      <td>0.228047</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8756</th>\n",
-       "      <td>0.042168</td>\n",
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-       "    <tr>\n",
-       "      <th>8757</th>\n",
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-       "    <tr>\n",
-       "      <th>8758</th>\n",
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-       "    <tr>\n",
-       "      <th>8759</th>\n",
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-       "    <tr>\n",
-       "      <th>8760</th>\n",
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-       "    <tr>\n",
-       "      <th>8761</th>\n",
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-       "    <tr>\n",
-       "      <th>8762</th>\n",
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-       "    <tr>\n",
-       "      <th>8763</th>\n",
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-       "    <tr>\n",
-       "      <th>8764</th>\n",
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-       "    <tr>\n",
-       "      <th>8765</th>\n",
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-       "    <tr>\n",
-       "      <th>8766</th>\n",
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-       "    <tr>\n",
-       "      <th>8767</th>\n",
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-       "      <th>8768</th>\n",
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-       "      <th>8769</th>\n",
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-       "      <th>8770</th>\n",
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-       "      <th>8771</th>\n",
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-       "    <tr>\n",
-       "      <th>8772</th>\n",
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-       "      <th>8773</th>\n",
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-       "      <th>8774</th>\n",
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-       "      <th>8778</th>\n",
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-       "    <tr>\n",
-       "      <th>8779</th>\n",
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-       "      <th>8781</th>\n",
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-       "      <th>8782</th>\n",
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-       "      <th>8784</th>\n",
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-       "      <th>8788</th>\n",
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-       "      <th>8789</th>\n",
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-       "    <tr>\n",
-       "      <th>8790</th>\n",
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-       "      <th>8791</th>\n",
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-       "      <th>8792</th>\n",
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-       "      <th>8793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8796</th>\n",
-       "      <td>0.012874</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.287362e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8803</th>\n",
-       "      <td>0.169830</td>\n",
-       "      <td>0.172587</td>\n",
-       "      <td>-2.756582e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8804</th>\n",
-       "      <td>0.378823</td>\n",
-       "      <td>0.368347</td>\n",
-       "      <td>1.047674e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8809</th>\n",
-       "      <td>0.159104</td>\n",
-       "      <td>0.161552</td>\n",
-       "      <td>-2.447650e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8810</th>\n",
-       "      <td>0.149619</td>\n",
-       "      <td>0.150639</td>\n",
-       "      <td>-1.020308e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8811</th>\n",
-       "      <td>0.234052</td>\n",
-       "      <td>0.243408</td>\n",
-       "      <td>-9.355978e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8812</th>\n",
-       "      <td>0.139149</td>\n",
-       "      <td>0.139040</td>\n",
-       "      <td>1.082394e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8817</th>\n",
-       "      <td>0.105120</td>\n",
-       "      <td>0.111704</td>\n",
-       "      <td>-6.584716e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8820</th>\n",
-       "      <td>0.141442</td>\n",
-       "      <td>0.150810</td>\n",
-       "      <td>-9.368227e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8821</th>\n",
-       "      <td>0.144175</td>\n",
-       "      <td>0.149136</td>\n",
-       "      <td>-4.961024e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8822</th>\n",
-       "      <td>0.078002</td>\n",
-       "      <td>0.078480</td>\n",
-       "      <td>-4.782834e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8825</th>\n",
-       "      <td>0.129937</td>\n",
-       "      <td>0.134836</td>\n",
-       "      <td>-4.898530e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8826</th>\n",
-       "      <td>0.322690</td>\n",
-       "      <td>0.320690</td>\n",
-       "      <td>2.000097e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8830</th>\n",
-       "      <td>0.091632</td>\n",
-       "      <td>0.089847</td>\n",
-       "      <td>1.784472e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8831</th>\n",
-       "      <td>0.135073</td>\n",
-       "      <td>0.132513</td>\n",
-       "      <td>2.559864e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8838</th>\n",
-       "      <td>0.120396</td>\n",
-       "      <td>0.130307</td>\n",
-       "      <td>-9.911138e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8841</th>\n",
-       "      <td>0.047393</td>\n",
-       "      <td>0.047081</td>\n",
-       "      <td>3.119041e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8842</th>\n",
-       "      <td>0.123162</td>\n",
-       "      <td>0.131592</td>\n",
-       "      <td>-8.429909e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8848</th>\n",
-       "      <td>0.212788</td>\n",
-       "      <td>0.213346</td>\n",
-       "      <td>-5.577373e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8858</th>\n",
-       "      <td>0.216519</td>\n",
-       "      <td>0.224847</td>\n",
-       "      <td>-8.328186e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8859</th>\n",
-       "      <td>0.230893</td>\n",
-       "      <td>0.235164</td>\n",
-       "      <td>-4.270604e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8864</th>\n",
-       "      <td>0.171555</td>\n",
-       "      <td>0.174213</td>\n",
-       "      <td>-2.657984e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8867</th>\n",
-       "      <td>0.095245</td>\n",
-       "      <td>0.094833</td>\n",
-       "      <td>4.128483e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8871</th>\n",
-       "      <td>0.168549</td>\n",
-       "      <td>0.180351</td>\n",
-       "      <td>-1.180190e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8880</th>\n",
-       "      <td>0.483525</td>\n",
-       "      <td>0.502283</td>\n",
-       "      <td>-1.875762e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8885</th>\n",
-       "      <td>0.188286</td>\n",
-       "      <td>0.190709</td>\n",
-       "      <td>-2.423569e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8886</th>\n",
-       "      <td>0.010286</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.028620e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8889</th>\n",
-       "      <td>0.049917</td>\n",
-       "      <td>0.048740</td>\n",
-       "      <td>1.176352e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8890</th>\n",
-       "      <td>0.162324</td>\n",
-       "      <td>0.165679</td>\n",
-       "      <td>-3.355571e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8891</th>\n",
-       "      <td>0.203827</td>\n",
-       "      <td>0.204297</td>\n",
-       "      <td>-4.704201e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8894</th>\n",
-       "      <td>0.171987</td>\n",
-       "      <td>0.174170</td>\n",
-       "      <td>-2.183102e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8898</th>\n",
-       "      <td>0.134306</td>\n",
-       "      <td>0.130912</td>\n",
-       "      <td>3.393184e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8899</th>\n",
-       "      <td>0.013904</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.390364e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8901</th>\n",
-       "      <td>0.215857</td>\n",
-       "      <td>0.217269</td>\n",
-       "      <td>-1.412684e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8906</th>\n",
-       "      <td>0.019076</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.907583e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8911</th>\n",
-       "      <td>0.260483</td>\n",
-       "      <td>0.259158</td>\n",
-       "      <td>1.325236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8919</th>\n",
-       "      <td>0.116527</td>\n",
-       "      <td>0.128653</td>\n",
-       "      <td>-1.212577e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8920</th>\n",
-       "      <td>0.215330</td>\n",
-       "      <td>0.215868</td>\n",
-       "      <td>-5.373425e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8924</th>\n",
-       "      <td>0.412922</td>\n",
-       "      <td>0.416970</td>\n",
-       "      <td>-4.048236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8930</th>\n",
-       "      <td>0.138322</td>\n",
-       "      <td>0.136818</td>\n",
-       "      <td>1.504052e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8932</th>\n",
-       "      <td>0.009632</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.631589e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8942</th>\n",
-       "      <td>0.107370</td>\n",
-       "      <td>0.108800</td>\n",
-       "      <td>-1.429623e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8943</th>\n",
-       "      <td>0.496642</td>\n",
-       "      <td>0.494474</td>\n",
-       "      <td>2.168078e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8947</th>\n",
-       "      <td>0.080678</td>\n",
-       "      <td>0.082662</td>\n",
-       "      <td>-1.984004e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8948</th>\n",
-       "      <td>0.187304</td>\n",
-       "      <td>0.201190</td>\n",
-       "      <td>-1.388567e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8958</th>\n",
-       "      <td>0.072795</td>\n",
-       "      <td>0.075353</td>\n",
-       "      <td>-2.558154e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8959</th>\n",
-       "      <td>0.007680</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.680381e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8963</th>\n",
-       "      <td>0.154335</td>\n",
-       "      <td>0.149135</td>\n",
-       "      <td>5.199404e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8965</th>\n",
-       "      <td>0.204109</td>\n",
-       "      <td>0.242690</td>\n",
-       "      <td>-3.858087e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8973</th>\n",
-       "      <td>0.239908</td>\n",
-       "      <td>0.233340</td>\n",
-       "      <td>6.568212e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8974</th>\n",
-       "      <td>0.675274</td>\n",
-       "      <td>0.681052</td>\n",
-       "      <td>-5.778023e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8986</th>\n",
-       "      <td>0.155321</td>\n",
-       "      <td>0.164937</td>\n",
-       "      <td>-9.615368e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8989</th>\n",
-       "      <td>0.014791</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.479117e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8992</th>\n",
-       "      <td>0.186390</td>\n",
-       "      <td>0.198507</td>\n",
-       "      <td>-1.211749e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8994</th>\n",
-       "      <td>0.019345</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.934461e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8996</th>\n",
-       "      <td>0.479796</td>\n",
-       "      <td>0.488848</td>\n",
-       "      <td>-9.051406e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8997</th>\n",
-       "      <td>0.219280</td>\n",
-       "      <td>0.217368</td>\n",
-       "      <td>1.912426e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9005</th>\n",
-       "      <td>0.097535</td>\n",
-       "      <td>0.090222</td>\n",
-       "      <td>7.313125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9006</th>\n",
-       "      <td>0.120595</td>\n",
-       "      <td>0.109464</td>\n",
-       "      <td>1.113108e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9009</th>\n",
-       "      <td>0.121365</td>\n",
-       "      <td>0.115936</td>\n",
-       "      <td>5.429698e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9016</th>\n",
-       "      <td>0.219076</td>\n",
-       "      <td>0.207309</td>\n",
-       "      <td>1.176718e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9021</th>\n",
-       "      <td>0.079244</td>\n",
-       "      <td>0.078790</td>\n",
-       "      <td>4.536930e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9023</th>\n",
-       "      <td>0.180154</td>\n",
-       "      <td>0.197791</td>\n",
-       "      <td>-1.763691e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9026</th>\n",
-       "      <td>0.144874</td>\n",
-       "      <td>0.145728</td>\n",
-       "      <td>-8.531800e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9030</th>\n",
-       "      <td>0.164327</td>\n",
-       "      <td>0.169720</td>\n",
-       "      <td>-5.392799e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9031</th>\n",
-       "      <td>0.192740</td>\n",
-       "      <td>0.193844</td>\n",
-       "      <td>-1.103922e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9032</th>\n",
-       "      <td>0.090734</td>\n",
-       "      <td>0.092228</td>\n",
-       "      <td>-1.494744e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.049427</td>\n",
-       "      <td>-4.942690e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9046</th>\n",
-       "      <td>0.656264</td>\n",
-       "      <td>0.654408</td>\n",
-       "      <td>1.856902e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9049</th>\n",
-       "      <td>0.158312</td>\n",
-       "      <td>0.160132</td>\n",
-       "      <td>-1.819188e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9050</th>\n",
-       "      <td>0.008915</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.915043e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9052</th>\n",
-       "      <td>0.138393</td>\n",
-       "      <td>0.152910</td>\n",
-       "      <td>-1.451686e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9053</th>\n",
-       "      <td>0.010706</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.070647e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9054</th>\n",
-       "      <td>0.197654</td>\n",
-       "      <td>0.199933</td>\n",
-       "      <td>-2.278946e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9058</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9059</th>\n",
-       "      <td>0.148329</td>\n",
-       "      <td>0.149470</td>\n",
-       "      <td>-1.140687e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9060</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9062</th>\n",
-       "      <td>0.237061</td>\n",
-       "      <td>0.238193</td>\n",
-       "      <td>-1.131673e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9063</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9080</th>\n",
-       "      <td>0.188026</td>\n",
-       "      <td>0.181849</td>\n",
-       "      <td>6.176886e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9087</th>\n",
-       "      <td>0.009903</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.902560e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9092</th>\n",
-       "      <td>0.089662</td>\n",
-       "      <td>0.081796</td>\n",
-       "      <td>7.866723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9097</th>\n",
-       "      <td>0.345220</td>\n",
-       "      <td>0.345454</td>\n",
-       "      <td>-2.340108e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9099</th>\n",
-       "      <td>0.011404</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.140366e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9104</th>\n",
-       "      <td>0.117131</td>\n",
-       "      <td>0.127351</td>\n",
-       "      <td>-1.021914e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9105</th>\n",
-       "      <td>0.030675</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.067541e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9109</th>\n",
-       "      <td>0.128569</td>\n",
-       "      <td>0.130307</td>\n",
-       "      <td>-1.737728e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9113</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9114</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9115</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9116</th>\n",
-       "      <td>0.123060</td>\n",
-       "      <td>0.146544</td>\n",
-       "      <td>-2.348346e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9117</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9118</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9119</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9120</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9121</th>\n",
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-       "    <tr>\n",
-       "      <th>9122</th>\n",
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-       "    <tr>\n",
-       "      <th>9123</th>\n",
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-       "    <tr>\n",
-       "      <th>9124</th>\n",
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-       "    <tr>\n",
-       "      <th>9125</th>\n",
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-       "    <tr>\n",
-       "      <th>9126</th>\n",
-       "      <td>0.224160</td>\n",
-       "      <td>0.222489</td>\n",
-       "      <td>1.670826e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9127</th>\n",
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-       "    <tr>\n",
-       "      <th>9128</th>\n",
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-       "    <tr>\n",
-       "      <th>9129</th>\n",
-       "      <td>0.165649</td>\n",
-       "      <td>0.172849</td>\n",
-       "      <td>-7.199768e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9130</th>\n",
-       "      <td>0.111616</td>\n",
-       "      <td>0.110076</td>\n",
-       "      <td>1.539751e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>9131</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9132</th>\n",
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-       "    <tr>\n",
-       "      <th>9133</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9134</th>\n",
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-       "    <tr>\n",
-       "      <th>9135</th>\n",
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-       "    <tr>\n",
-       "      <th>9136</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9137</th>\n",
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-       "    <tr>\n",
-       "      <th>9138</th>\n",
-       "      <td>0.019125</td>\n",
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-       "      <td>1.912470e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9139</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9140</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9141</th>\n",
-       "      <td>0.042038</td>\n",
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-       "      <td>4.203804e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9142</th>\n",
-       "      <td>0.282100</td>\n",
-       "      <td>0.281992</td>\n",
-       "      <td>1.078281e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9143</th>\n",
-       "      <td>0.133708</td>\n",
-       "      <td>0.138516</td>\n",
-       "      <td>-4.808033e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9147</th>\n",
-       "      <td>0.180790</td>\n",
-       "      <td>0.183164</td>\n",
-       "      <td>-2.374046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9149</th>\n",
-       "      <td>0.281776</td>\n",
-       "      <td>0.286580</td>\n",
-       "      <td>-4.804476e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9150</th>\n",
-       "      <td>0.153256</td>\n",
-       "      <td>0.153793</td>\n",
-       "      <td>-5.369177e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9157</th>\n",
-       "      <td>0.116791</td>\n",
-       "      <td>0.119444</td>\n",
-       "      <td>-2.653054e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9158</th>\n",
-       "      <td>0.281279</td>\n",
-       "      <td>0.278058</td>\n",
-       "      <td>3.221278e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9160</th>\n",
-       "      <td>0.188086</td>\n",
-       "      <td>0.173359</td>\n",
-       "      <td>1.472660e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9165</th>\n",
-       "      <td>0.038448</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.844759e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9170</th>\n",
-       "      <td>0.070741</td>\n",
-       "      <td>0.082876</td>\n",
-       "      <td>-1.213494e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9178</th>\n",
-       "      <td>0.186272</td>\n",
-       "      <td>0.184888</td>\n",
-       "      <td>1.383298e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9190</th>\n",
-       "      <td>0.144855</td>\n",
-       "      <td>0.145059</td>\n",
-       "      <td>-2.038884e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9191</th>\n",
-       "      <td>0.049911</td>\n",
-       "      <td>0.055781</td>\n",
-       "      <td>-5.870115e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9196</th>\n",
-       "      <td>0.128494</td>\n",
-       "      <td>0.145274</td>\n",
-       "      <td>-1.677968e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9197</th>\n",
-       "      <td>0.008243</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.242548e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9204</th>\n",
-       "      <td>0.499983</td>\n",
-       "      <td>0.500229</td>\n",
-       "      <td>-2.455236e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9207</th>\n",
-       "      <td>0.215380</td>\n",
-       "      <td>0.207873</td>\n",
-       "      <td>7.506539e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9216</th>\n",
-       "      <td>0.183660</td>\n",
-       "      <td>0.191700</td>\n",
-       "      <td>-8.039924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9217</th>\n",
-       "      <td>0.104586</td>\n",
-       "      <td>0.104074</td>\n",
-       "      <td>5.116696e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9218</th>\n",
-       "      <td>0.014585</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.458519e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9219</th>\n",
-       "      <td>0.216130</td>\n",
-       "      <td>0.214805</td>\n",
-       "      <td>1.325001e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9224</th>\n",
-       "      <td>0.016050</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.605001e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9227</th>\n",
-       "      <td>0.145586</td>\n",
-       "      <td>0.151615</td>\n",
-       "      <td>-6.028982e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9229</th>\n",
-       "      <td>0.059853</td>\n",
-       "      <td>0.065256</td>\n",
-       "      <td>-5.403428e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9234</th>\n",
-       "      <td>0.162908</td>\n",
-       "      <td>0.175627</td>\n",
-       "      <td>-1.271910e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9237</th>\n",
-       "      <td>0.059608</td>\n",
-       "      <td>0.060045</td>\n",
-       "      <td>-4.369369e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9239</th>\n",
-       "      <td>0.014688</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.468794e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9242</th>\n",
-       "      <td>0.167074</td>\n",
-       "      <td>0.161660</td>\n",
-       "      <td>5.414084e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9250</th>\n",
-       "      <td>0.010686</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.068640e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9254</th>\n",
-       "      <td>0.298325</td>\n",
-       "      <td>0.299540</td>\n",
-       "      <td>-1.214840e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9259</th>\n",
-       "      <td>0.086969</td>\n",
-       "      <td>0.085496</td>\n",
-       "      <td>1.472861e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9268</th>\n",
-       "      <td>0.235731</td>\n",
-       "      <td>0.229680</td>\n",
-       "      <td>6.050360e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9272</th>\n",
-       "      <td>0.187474</td>\n",
-       "      <td>0.188630</td>\n",
-       "      <td>-1.155235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9273</th>\n",
-       "      <td>0.041869</td>\n",
-       "      <td>0.041419</td>\n",
-       "      <td>4.494137e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9275</th>\n",
-       "      <td>0.015056</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.505597e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9276</th>\n",
-       "      <td>0.183580</td>\n",
-       "      <td>0.179966</td>\n",
-       "      <td>3.614087e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9277</th>\n",
-       "      <td>0.143153</td>\n",
-       "      <td>0.145176</td>\n",
-       "      <td>-2.022329e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9281</th>\n",
-       "      <td>0.090542</td>\n",
-       "      <td>0.090973</td>\n",
-       "      <td>-4.307863e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9284</th>\n",
-       "      <td>0.080995</td>\n",
-       "      <td>0.091756</td>\n",
-       "      <td>-1.076114e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9293</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9297</th>\n",
-       "      <td>0.174207</td>\n",
-       "      <td>0.171654</td>\n",
-       "      <td>2.552751e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9299</th>\n",
-       "      <td>0.101623</td>\n",
-       "      <td>0.103084</td>\n",
-       "      <td>-1.460937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9300</th>\n",
-       "      <td>0.209686</td>\n",
-       "      <td>0.208140</td>\n",
-       "      <td>1.545667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9301</th>\n",
-       "      <td>0.092921</td>\n",
-       "      <td>0.095272</td>\n",
-       "      <td>-2.351249e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9302</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9303</th>\n",
-       "      <td>0.271913</td>\n",
-       "      <td>0.283348</td>\n",
-       "      <td>-1.143485e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9304</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9305</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9306</th>\n",
-       "      <td>0.035989</td>\n",
-       "      <td>0.040368</td>\n",
-       "      <td>-4.379027e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9307</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9308</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9309</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9311</th>\n",
-       "      <td>0.163573</td>\n",
-       "      <td>0.163571</td>\n",
-       "      <td>2.315514e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9312</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9313</th>\n",
-       "      <td>0.056677</td>\n",
-       "      <td>0.057142</td>\n",
-       "      <td>-4.648866e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9314</th>\n",
-       "      <td>0.134267</td>\n",
-       "      <td>0.133406</td>\n",
-       "      <td>8.611202e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9315</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9316</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9317</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9319</th>\n",
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-       "    <tr>\n",
-       "      <th>9320</th>\n",
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-       "    <tr>\n",
-       "      <th>9321</th>\n",
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-       "    <tr>\n",
-       "      <th>9322</th>\n",
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-       "    <tr>\n",
-       "      <th>9323</th>\n",
-       "      <td>0.011894</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.189413e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>9324</th>\n",
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-       "    <tr>\n",
-       "      <th>9325</th>\n",
-       "      <td>0.137820</td>\n",
-       "      <td>0.140520</td>\n",
-       "      <td>-2.700472e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9326</th>\n",
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-       "    <tr>\n",
-       "      <th>9327</th>\n",
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-       "    <tr>\n",
-       "      <th>9328</th>\n",
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-       "      <th>9329</th>\n",
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-       "    <tr>\n",
-       "      <th>9330</th>\n",
-       "      <td>0.109565</td>\n",
-       "      <td>0.118694</td>\n",
-       "      <td>-9.129803e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>9331</th>\n",
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-       "      <th>9332</th>\n",
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-       "      <th>9333</th>\n",
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-       "    <tr>\n",
-       "      <th>9334</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9335</th>\n",
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-       "    <tr>\n",
-       "      <th>9336</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9337</th>\n",
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-       "    <tr>\n",
-       "      <th>9338</th>\n",
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-       "    <tr>\n",
-       "      <th>9339</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9340</th>\n",
-       "      <td>0.122317</td>\n",
-       "      <td>0.124982</td>\n",
-       "      <td>-2.664933e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9341</th>\n",
-       "      <td>0.021224</td>\n",
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-       "      <td>2.122382e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9342</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9343</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9344</th>\n",
-       "      <td>0.008320</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.319867e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9345</th>\n",
-       "      <td>0.126014</td>\n",
-       "      <td>0.132901</td>\n",
-       "      <td>-6.886635e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9346</th>\n",
-       "      <td>0.220331</td>\n",
-       "      <td>0.220544</td>\n",
-       "      <td>-2.128491e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9347</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9348</th>\n",
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-       "    <tr>\n",
-       "      <th>9349</th>\n",
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-       "    <tr>\n",
-       "      <th>9350</th>\n",
-       "      <td>0.145361</td>\n",
-       "      <td>0.145097</td>\n",
-       "      <td>2.643915e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9351</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9352</th>\n",
-       "      <td>0.279511</td>\n",
-       "      <td>0.284849</td>\n",
-       "      <td>-5.338243e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9353</th>\n",
-       "      <td>0.253078</td>\n",
-       "      <td>0.253650</td>\n",
-       "      <td>-5.726438e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9354</th>\n",
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-       "    <tr>\n",
-       "      <th>9355</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9356</th>\n",
-       "      <td>0.121666</td>\n",
-       "      <td>0.117167</td>\n",
-       "      <td>4.498457e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9357</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9358</th>\n",
-       "      <td>0.177146</td>\n",
-       "      <td>0.186960</td>\n",
-       "      <td>-9.813483e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9359</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9360</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9361</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9362</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9363</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9364</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9365</th>\n",
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-       "    <tr>\n",
-       "      <th>9366</th>\n",
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-       "    <tr>\n",
-       "      <th>9367</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9368</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9369</th>\n",
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-       "    <tr>\n",
-       "      <th>9370</th>\n",
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-       "    <tr>\n",
-       "      <th>9371</th>\n",
-       "      <td>0.408352</td>\n",
-       "      <td>0.412450</td>\n",
-       "      <td>-4.098961e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>9372</th>\n",
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-       "    <tr>\n",
-       "      <th>9373</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9374</th>\n",
-       "      <td>0.077403</td>\n",
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-       "      <td>-2.718762e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>9375</th>\n",
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-       "    <tr>\n",
-       "      <th>9376</th>\n",
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-       "    <tr>\n",
-       "      <th>9377</th>\n",
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-       "    <tr>\n",
-       "      <th>9378</th>\n",
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-       "    <tr>\n",
-       "      <th>9379</th>\n",
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-       "    <tr>\n",
-       "      <th>9380</th>\n",
-       "      <td>0.480527</td>\n",
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-       "      <th>9381</th>\n",
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-       "      <th>9383</th>\n",
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-       "      <th>9384</th>\n",
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-       "      <th>9385</th>\n",
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-       "      <th>9386</th>\n",
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-       "      <th>9389</th>\n",
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-       "      <th>9390</th>\n",
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-       "      <th>9391</th>\n",
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-       "      <th>9392</th>\n",
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-       "      <th>9395</th>\n",
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-       "      <th>9396</th>\n",
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-       "      <th>9397</th>\n",
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-       "      <th>9398</th>\n",
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-       "      <th>9399</th>\n",
-       "      <td>0.164802</td>\n",
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-       "      <th>9403</th>\n",
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-       "    <tr>\n",
-       "      <th>9406</th>\n",
-       "      <td>0.081525</td>\n",
-       "      <td>0.100340</td>\n",
-       "      <td>-1.881526e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9407</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9409</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9411</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9412</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9413</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9414</th>\n",
-       "      <td>0.018067</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.806676e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9415</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9416</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9417</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>9418</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9419</th>\n",
-       "      <td>0.248642</td>\n",
-       "      <td>0.268548</td>\n",
-       "      <td>-1.990616e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9420</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9423</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9424</th>\n",
-       "      <td>0.322311</td>\n",
-       "      <td>0.322972</td>\n",
-       "      <td>-6.611044e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9429</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9432</th>\n",
-       "      <td>0.044152</td>\n",
-       "      <td>0.048089</td>\n",
-       "      <td>-3.937476e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9434</th>\n",
-       "      <td>0.136942</td>\n",
-       "      <td>0.141781</td>\n",
-       "      <td>-4.838533e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9439</th>\n",
-       "      <td>0.124724</td>\n",
-       "      <td>0.130457</td>\n",
-       "      <td>-5.733032e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9440</th>\n",
-       "      <td>0.277128</td>\n",
-       "      <td>0.280734</td>\n",
-       "      <td>-3.605828e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9441</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9442</th>\n",
-       "      <td>0.584286</td>\n",
-       "      <td>0.589902</td>\n",
-       "      <td>-5.616720e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9443</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9445</th>\n",
-       "      <td>0.445006</td>\n",
-       "      <td>0.459599</td>\n",
-       "      <td>-1.459250e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9446</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9447</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9451</th>\n",
-       "      <td>0.081826</td>\n",
-       "      <td>0.081740</td>\n",
-       "      <td>8.556868e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9452</th>\n",
-       "      <td>0.430572</td>\n",
-       "      <td>0.442453</td>\n",
-       "      <td>-1.188091e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9455</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9457</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9458</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9459</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9460</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9461</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9463</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9464</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9465</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9466</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9467</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9468</th>\n",
-       "      <td>0.216378</td>\n",
-       "      <td>0.219579</td>\n",
-       "      <td>-3.201079e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9469</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9470</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9471</th>\n",
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-       "    <tr>\n",
-       "      <th>9472</th>\n",
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-       "    <tr>\n",
-       "      <th>9473</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9474</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9475</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9476</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9477</th>\n",
-       "      <td>0.260789</td>\n",
-       "      <td>0.261677</td>\n",
-       "      <td>-8.875119e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9478</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9479</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9480</th>\n",
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-       "    <tr>\n",
-       "      <th>9481</th>\n",
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-       "    <tr>\n",
-       "      <th>9482</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9483</th>\n",
-       "      <td>0.105423</td>\n",
-       "      <td>0.111486</td>\n",
-       "      <td>-6.063197e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9484</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9485</th>\n",
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-       "    <tr>\n",
-       "      <th>9486</th>\n",
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-       "    <tr>\n",
-       "      <th>9487</th>\n",
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-       "    <tr>\n",
-       "      <th>9488</th>\n",
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-       "    <tr>\n",
-       "      <th>9489</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9490</th>\n",
-       "      <td>0.085644</td>\n",
-       "      <td>0.088126</td>\n",
-       "      <td>-2.481706e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9491</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9492</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9493</th>\n",
-       "      <td>0.019826</td>\n",
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-       "      <td>1.982567e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9494</th>\n",
-       "      <td>0.218496</td>\n",
-       "      <td>0.217148</td>\n",
-       "      <td>1.348078e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9498</th>\n",
-       "      <td>0.122716</td>\n",
-       "      <td>0.122409</td>\n",
-       "      <td>3.071927e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9501</th>\n",
-       "      <td>0.133261</td>\n",
-       "      <td>0.133068</td>\n",
-       "      <td>1.932877e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9502</th>\n",
-       "      <td>0.097407</td>\n",
-       "      <td>0.098741</td>\n",
-       "      <td>-1.333788e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9509</th>\n",
-       "      <td>0.152315</td>\n",
-       "      <td>0.168062</td>\n",
-       "      <td>-1.574669e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9523</th>\n",
-       "      <td>0.194757</td>\n",
-       "      <td>0.194414</td>\n",
-       "      <td>3.432213e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9524</th>\n",
-       "      <td>0.041448</td>\n",
-       "      <td>0.056737</td>\n",
-       "      <td>-1.528947e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9529</th>\n",
-       "      <td>0.142861</td>\n",
-       "      <td>0.158194</td>\n",
-       "      <td>-1.533301e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9532</th>\n",
-       "      <td>0.310441</td>\n",
-       "      <td>0.318617</td>\n",
-       "      <td>-8.175919e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9536</th>\n",
-       "      <td>0.096530</td>\n",
-       "      <td>0.110647</td>\n",
-       "      <td>-1.411746e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9546</th>\n",
-       "      <td>0.040533</td>\n",
-       "      <td>0.041702</td>\n",
-       "      <td>-1.169254e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9548</th>\n",
-       "      <td>0.136257</td>\n",
-       "      <td>0.137869</td>\n",
-       "      <td>-1.611342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9550</th>\n",
-       "      <td>0.007988</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.987900e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9554</th>\n",
-       "      <td>0.159865</td>\n",
-       "      <td>0.158908</td>\n",
-       "      <td>9.565462e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9555</th>\n",
-       "      <td>0.058997</td>\n",
-       "      <td>0.060288</td>\n",
-       "      <td>-1.290224e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9556</th>\n",
-       "      <td>0.181238</td>\n",
-       "      <td>0.181770</td>\n",
-       "      <td>-5.319175e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9557</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9558</th>\n",
-       "      <td>0.159422</td>\n",
-       "      <td>0.161130</td>\n",
-       "      <td>-1.708445e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9559</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9560</th>\n",
-       "      <td>0.014894</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.489437e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9561</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9562</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9563</th>\n",
-       "      <td>0.118466</td>\n",
-       "      <td>0.119276</td>\n",
-       "      <td>-8.094670e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9564</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9565</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9566</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9567</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9568</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9569</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9570</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9571</th>\n",
-       "      <td>0.089531</td>\n",
-       "      <td>0.089263</td>\n",
-       "      <td>2.682437e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9572</th>\n",
-       "      <td>0.085913</td>\n",
-       "      <td>0.085158</td>\n",
-       "      <td>7.550029e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9573</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9574</th>\n",
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-       "    <tr>\n",
-       "      <th>9575</th>\n",
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-       "    <tr>\n",
-       "      <th>9576</th>\n",
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-       "    <tr>\n",
-       "      <th>9577</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9578</th>\n",
-       "      <td>0.015552</td>\n",
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-       "      <td>1.555176e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>9579</th>\n",
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-       "    <tr>\n",
-       "      <th>9580</th>\n",
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-       "    <tr>\n",
-       "      <th>9581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9583</th>\n",
-       "      <td>0.018674</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.867378e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9584</th>\n",
-       "      <td>0.207854</td>\n",
-       "      <td>0.205718</td>\n",
-       "      <td>2.136684e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9588</th>\n",
-       "      <td>0.311795</td>\n",
-       "      <td>0.311855</td>\n",
-       "      <td>-5.993427e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9592</th>\n",
-       "      <td>0.027530</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.753046e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9601</th>\n",
-       "      <td>0.174769</td>\n",
-       "      <td>0.176380</td>\n",
-       "      <td>-1.610870e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9602</th>\n",
-       "      <td>0.138930</td>\n",
-       "      <td>0.140621</td>\n",
-       "      <td>-1.691199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9605</th>\n",
-       "      <td>0.450273</td>\n",
-       "      <td>0.462470</td>\n",
-       "      <td>-1.219703e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9615</th>\n",
-       "      <td>0.073579</td>\n",
-       "      <td>0.077753</td>\n",
-       "      <td>-4.173878e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9618</th>\n",
-       "      <td>0.539415</td>\n",
-       "      <td>0.546444</td>\n",
-       "      <td>-7.028965e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9622</th>\n",
-       "      <td>0.228976</td>\n",
-       "      <td>0.227744</td>\n",
-       "      <td>1.231417e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9623</th>\n",
-       "      <td>0.197773</td>\n",
-       "      <td>0.197619</td>\n",
-       "      <td>1.538561e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9627</th>\n",
-       "      <td>0.193847</td>\n",
-       "      <td>0.194655</td>\n",
-       "      <td>-8.088062e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9635</th>\n",
-       "      <td>0.341383</td>\n",
-       "      <td>0.359164</td>\n",
-       "      <td>-1.778150e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9644</th>\n",
-       "      <td>0.151160</td>\n",
-       "      <td>0.152064</td>\n",
-       "      <td>-9.041876e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9651</th>\n",
-       "      <td>0.017545</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.754470e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9665</th>\n",
-       "      <td>0.095510</td>\n",
-       "      <td>0.098784</td>\n",
-       "      <td>-3.274097e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9669</th>\n",
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-       "    <tr>\n",
-       "      <th>9670</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9671</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9672</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9673</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9674</th>\n",
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-       "    <tr>\n",
-       "      <th>9675</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9676</th>\n",
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-       "    <tr>\n",
-       "      <th>9677</th>\n",
-       "      <td>0.136814</td>\n",
-       "      <td>0.140071</td>\n",
-       "      <td>-3.257330e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9679</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9680</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9681</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9682</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9684</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9685</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9686</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9690</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9693</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9694</th>\n",
-       "      <td>0.334128</td>\n",
-       "      <td>0.339405</td>\n",
-       "      <td>-5.276563e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9695</th>\n",
-       "      <td>0.218376</td>\n",
-       "      <td>0.221214</td>\n",
-       "      <td>-2.838255e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9698</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9699</th>\n",
-       "      <td>0.007913</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.913219e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9700</th>\n",
-       "      <td>0.078102</td>\n",
-       "      <td>0.077025</td>\n",
-       "      <td>1.076594e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9702</th>\n",
-       "      <td>0.067614</td>\n",
-       "      <td>0.066992</td>\n",
-       "      <td>6.223815e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9704</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9705</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9706</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9707</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9708</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9712</th>\n",
-       "      <td>0.176290</td>\n",
-       "      <td>0.175728</td>\n",
-       "      <td>5.627005e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9720</th>\n",
-       "      <td>0.239044</td>\n",
-       "      <td>0.239204</td>\n",
-       "      <td>-1.607302e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9722</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9723</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9724</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9725</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9726</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9727</th>\n",
-       "      <td>0.185617</td>\n",
-       "      <td>0.189303</td>\n",
-       "      <td>-3.685227e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9728</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9729</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9730</th>\n",
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-       "    <tr>\n",
-       "      <th>9731</th>\n",
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-       "    <tr>\n",
-       "      <th>9732</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9733</th>\n",
-       "      <td>0.083214</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9734</th>\n",
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-       "    <tr>\n",
-       "      <th>9735</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9736</th>\n",
-       "      <td>0.066250</td>\n",
-       "      <td>0.091956</td>\n",
-       "      <td>-2.570641e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9737</th>\n",
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-       "    <tr>\n",
-       "      <th>9738</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9739</th>\n",
-       "      <td>0.196326</td>\n",
-       "      <td>0.194039</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9740</th>\n",
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-       "    <tr>\n",
-       "      <th>9741</th>\n",
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-       "    <tr>\n",
-       "      <th>9742</th>\n",
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-       "    <tr>\n",
-       "      <th>9743</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9744</th>\n",
-       "      <td>0.107647</td>\n",
-       "      <td>0.103383</td>\n",
-       "      <td>4.263564e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9745</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9746</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9747</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9748</th>\n",
-       "      <td>0.153815</td>\n",
-       "      <td>0.155311</td>\n",
-       "      <td>-1.496896e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9749</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9750</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "      <th>9751</th>\n",
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-       "      <th>9752</th>\n",
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-       "    <tr>\n",
-       "      <th>9753</th>\n",
-       "      <td>0.415246</td>\n",
-       "      <td>0.413748</td>\n",
-       "      <td>1.497183e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9754</th>\n",
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-       "      <th>9755</th>\n",
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-       "    <tr>\n",
-       "      <th>9756</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9758</th>\n",
-       "      <td>0.176636</td>\n",
-       "      <td>0.180845</td>\n",
-       "      <td>-4.209535e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9763</th>\n",
-       "      <td>0.012784</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.278380e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9767</th>\n",
-       "      <td>0.287238</td>\n",
-       "      <td>0.289529</td>\n",
-       "      <td>-2.290561e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9769</th>\n",
-       "      <td>0.075307</td>\n",
-       "      <td>0.077192</td>\n",
-       "      <td>-1.884893e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9776</th>\n",
-       "      <td>0.303223</td>\n",
-       "      <td>0.315764</td>\n",
-       "      <td>-1.254067e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9777</th>\n",
-       "      <td>0.019529</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.952944e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9779</th>\n",
-       "      <td>0.287451</td>\n",
-       "      <td>0.299247</td>\n",
-       "      <td>-1.179581e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9781</th>\n",
-       "      <td>0.157399</td>\n",
-       "      <td>0.152133</td>\n",
-       "      <td>5.265357e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9787</th>\n",
-       "      <td>0.326314</td>\n",
-       "      <td>0.334703</td>\n",
-       "      <td>-8.388832e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9788</th>\n",
-       "      <td>0.104048</td>\n",
-       "      <td>0.100005</td>\n",
-       "      <td>4.042760e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9790</th>\n",
-       "      <td>0.102249</td>\n",
-       "      <td>0.119914</td>\n",
-       "      <td>-1.766566e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9794</th>\n",
-       "      <td>0.511801</td>\n",
-       "      <td>0.527419</td>\n",
-       "      <td>-1.561790e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9801</th>\n",
-       "      <td>0.153658</td>\n",
-       "      <td>0.163425</td>\n",
-       "      <td>-9.766842e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9806</th>\n",
-       "      <td>0.306235</td>\n",
-       "      <td>0.308358</td>\n",
-       "      <td>-2.123049e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9808</th>\n",
-       "      <td>0.352661</td>\n",
-       "      <td>0.353173</td>\n",
-       "      <td>-5.129013e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9809</th>\n",
-       "      <td>0.059588</td>\n",
-       "      <td>0.059862</td>\n",
-       "      <td>-2.745413e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9810</th>\n",
-       "      <td>0.009200</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.199670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9811</th>\n",
-       "      <td>0.124646</td>\n",
-       "      <td>0.124162</td>\n",
-       "      <td>4.836371e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9818</th>\n",
-       "      <td>0.148945</td>\n",
-       "      <td>0.140748</td>\n",
-       "      <td>8.197489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9819</th>\n",
-       "      <td>0.182423</td>\n",
-       "      <td>0.181245</td>\n",
-       "      <td>1.177728e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9821</th>\n",
-       "      <td>0.010690</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.069008e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9825</th>\n",
-       "      <td>0.022029</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.202880e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9829</th>\n",
-       "      <td>0.015246</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.524630e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9832</th>\n",
-       "      <td>0.569856</td>\n",
-       "      <td>0.584985</td>\n",
-       "      <td>-1.512903e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9835</th>\n",
-       "      <td>0.213790</td>\n",
-       "      <td>0.215161</td>\n",
-       "      <td>-1.370988e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9836</th>\n",
-       "      <td>0.156173</td>\n",
-       "      <td>0.156029</td>\n",
-       "      <td>1.439619e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9839</th>\n",
-       "      <td>0.098515</td>\n",
-       "      <td>0.107893</td>\n",
-       "      <td>-9.377674e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9849</th>\n",
-       "      <td>0.088249</td>\n",
-       "      <td>0.088374</td>\n",
-       "      <td>-1.250796e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9863</th>\n",
-       "      <td>0.321177</td>\n",
-       "      <td>0.322225</td>\n",
-       "      <td>-1.048156e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9865</th>\n",
-       "      <td>0.103293</td>\n",
-       "      <td>0.086717</td>\n",
-       "      <td>1.657643e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9869</th>\n",
-       "      <td>0.007006</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.005940e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9874</th>\n",
-       "      <td>0.146135</td>\n",
-       "      <td>0.142066</td>\n",
-       "      <td>4.068584e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9877</th>\n",
-       "      <td>0.145812</td>\n",
-       "      <td>0.152186</td>\n",
-       "      <td>-6.373839e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9880</th>\n",
-       "      <td>0.485718</td>\n",
-       "      <td>0.497717</td>\n",
-       "      <td>-1.199975e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9881</th>\n",
-       "      <td>0.086691</td>\n",
-       "      <td>0.090916</td>\n",
-       "      <td>-4.225294e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9882</th>\n",
-       "      <td>0.079889</td>\n",
-       "      <td>0.088971</td>\n",
-       "      <td>-9.081934e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9887</th>\n",
-       "      <td>0.157650</td>\n",
-       "      <td>0.166982</td>\n",
-       "      <td>-9.331997e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9888</th>\n",
-       "      <td>0.019060</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.906034e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9894</th>\n",
-       "      <td>0.090845</td>\n",
-       "      <td>0.088490</td>\n",
-       "      <td>2.354893e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9895</th>\n",
-       "      <td>0.023583</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.358255e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9899</th>\n",
-       "      <td>0.208207</td>\n",
-       "      <td>0.209321</td>\n",
-       "      <td>-1.114420e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9901</th>\n",
-       "      <td>0.079590</td>\n",
-       "      <td>0.079936</td>\n",
-       "      <td>-3.453253e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9907</th>\n",
-       "      <td>0.070107</td>\n",
-       "      <td>0.069242</td>\n",
-       "      <td>8.650063e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9911</th>\n",
-       "      <td>0.106516</td>\n",
-       "      <td>0.103801</td>\n",
-       "      <td>2.715322e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9912</th>\n",
-       "      <td>0.584246</td>\n",
-       "      <td>0.583934</td>\n",
-       "      <td>3.120801e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9913</th>\n",
-       "      <td>0.012819</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.281888e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9915</th>\n",
-       "      <td>0.098195</td>\n",
-       "      <td>0.093906</td>\n",
-       "      <td>4.288716e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9920</th>\n",
-       "      <td>0.344525</td>\n",
-       "      <td>0.342929</td>\n",
-       "      <td>1.595680e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9927</th>\n",
-       "      <td>0.043223</td>\n",
-       "      <td>0.043973</td>\n",
-       "      <td>-7.494592e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9932</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9933</th>\n",
-       "      <td>0.243748</td>\n",
-       "      <td>0.243659</td>\n",
-       "      <td>8.949543e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9935</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9936</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9937</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9938</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>9939</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9941</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9942</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9943</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9944</th>\n",
-       "      <td>0.134604</td>\n",
-       "      <td>0.135554</td>\n",
-       "      <td>-9.499801e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9948</th>\n",
-       "      <td>0.243150</td>\n",
-       "      <td>0.225478</td>\n",
-       "      <td>1.767249e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9958</th>\n",
-       "      <td>0.012034</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.203386e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9959</th>\n",
-       "      <td>0.228433</td>\n",
-       "      <td>0.221896</td>\n",
-       "      <td>6.537786e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9961</th>\n",
-       "      <td>0.166186</td>\n",
-       "      <td>0.173876</td>\n",
-       "      <td>-7.689791e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9963</th>\n",
-       "      <td>0.261832</td>\n",
-       "      <td>0.266623</td>\n",
-       "      <td>-4.791232e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9967</th>\n",
-       "      <td>0.156912</td>\n",
-       "      <td>0.181820</td>\n",
-       "      <td>-2.490859e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9971</th>\n",
-       "      <td>0.009359</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.358841e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9980</th>\n",
-       "      <td>0.216183</td>\n",
-       "      <td>0.218585</td>\n",
-       "      <td>-2.401439e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9989</th>\n",
-       "      <td>0.143386</td>\n",
-       "      <td>0.132710</td>\n",
-       "      <td>1.067584e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9992</th>\n",
-       "      <td>0.109043</td>\n",
-       "      <td>0.121923</td>\n",
-       "      <td>-1.288062e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9994</th>\n",
-       "      <td>0.251003</td>\n",
-       "      <td>0.263176</td>\n",
-       "      <td>-1.217309e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9999</th>\n",
-       "      <td>0.379853</td>\n",
-       "      <td>0.382986</td>\n",
-       "      <td>-3.133244e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10006</th>\n",
-       "      <td>0.206213</td>\n",
-       "      <td>0.209423</td>\n",
-       "      <td>-3.209159e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10010</th>\n",
-       "      <td>0.236448</td>\n",
-       "      <td>0.242238</td>\n",
-       "      <td>-5.789361e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10013</th>\n",
-       "      <td>0.125907</td>\n",
-       "      <td>0.125278</td>\n",
-       "      <td>6.287082e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10016</th>\n",
-       "      <td>0.068221</td>\n",
-       "      <td>0.095099</td>\n",
-       "      <td>-2.687838e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10018</th>\n",
-       "      <td>0.244264</td>\n",
-       "      <td>0.243918</td>\n",
-       "      <td>3.459267e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10021</th>\n",
-       "      <td>0.122541</td>\n",
-       "      <td>0.127438</td>\n",
-       "      <td>-4.896995e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10025</th>\n",
-       "      <td>0.119739</td>\n",
-       "      <td>0.120338</td>\n",
-       "      <td>-5.987713e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10027</th>\n",
-       "      <td>0.468125</td>\n",
-       "      <td>0.482897</td>\n",
-       "      <td>-1.477154e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10032</th>\n",
-       "      <td>0.200987</td>\n",
-       "      <td>0.197735</td>\n",
-       "      <td>3.252678e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10033</th>\n",
-       "      <td>0.208223</td>\n",
-       "      <td>0.208011</td>\n",
-       "      <td>2.117855e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10034</th>\n",
-       "      <td>0.215020</td>\n",
-       "      <td>0.229547</td>\n",
-       "      <td>-1.452637e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10035</th>\n",
-       "      <td>0.076033</td>\n",
-       "      <td>0.075418</td>\n",
-       "      <td>6.148356e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10040</th>\n",
-       "      <td>0.202399</td>\n",
-       "      <td>0.202851</td>\n",
-       "      <td>-4.516765e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10043</th>\n",
-       "      <td>0.047771</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.777060e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10054</th>\n",
-       "      <td>0.166798</td>\n",
-       "      <td>0.165047</td>\n",
-       "      <td>1.751271e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10056</th>\n",
-       "      <td>0.207807</td>\n",
-       "      <td>0.208049</td>\n",
-       "      <td>-2.418354e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10057</th>\n",
-       "      <td>0.153201</td>\n",
-       "      <td>0.153826</td>\n",
-       "      <td>-6.241171e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10059</th>\n",
-       "      <td>0.211566</td>\n",
-       "      <td>0.209129</td>\n",
-       "      <td>2.436473e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10066</th>\n",
-       "      <td>0.116174</td>\n",
-       "      <td>0.115437</td>\n",
-       "      <td>7.364477e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10067</th>\n",
-       "      <td>0.508474</td>\n",
-       "      <td>0.512718</td>\n",
-       "      <td>-4.244010e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10078</th>\n",
-       "      <td>0.168651</td>\n",
-       "      <td>0.159905</td>\n",
-       "      <td>8.745947e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10083</th>\n",
-       "      <td>0.099177</td>\n",
-       "      <td>0.098104</td>\n",
-       "      <td>1.072823e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10085</th>\n",
-       "      <td>0.011419</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.141919e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10088</th>\n",
-       "      <td>0.099818</td>\n",
-       "      <td>0.100717</td>\n",
-       "      <td>-8.989286e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10089</th>\n",
-       "      <td>0.183745</td>\n",
-       "      <td>0.184215</td>\n",
-       "      <td>-4.700913e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10094</th>\n",
-       "      <td>0.088017</td>\n",
-       "      <td>0.088514</td>\n",
-       "      <td>-4.973423e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10104</th>\n",
-       "      <td>0.008712</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.712122e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10105</th>\n",
-       "      <td>0.062975</td>\n",
-       "      <td>0.093349</td>\n",
-       "      <td>-3.037432e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10106</th>\n",
-       "      <td>0.138502</td>\n",
-       "      <td>0.150020</td>\n",
-       "      <td>-1.151761e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10108</th>\n",
-       "      <td>0.290195</td>\n",
-       "      <td>0.298895</td>\n",
-       "      <td>-8.700204e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10112</th>\n",
-       "      <td>0.263409</td>\n",
-       "      <td>0.260992</td>\n",
-       "      <td>2.417673e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10113</th>\n",
-       "      <td>0.269630</td>\n",
-       "      <td>0.271723</td>\n",
-       "      <td>-2.093572e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10114</th>\n",
-       "      <td>0.200431</td>\n",
-       "      <td>0.207360</td>\n",
-       "      <td>-6.928888e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10115</th>\n",
-       "      <td>0.179635</td>\n",
-       "      <td>0.180309</td>\n",
-       "      <td>-6.739800e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10125</th>\n",
-       "      <td>0.120823</td>\n",
-       "      <td>0.122991</td>\n",
-       "      <td>-2.167741e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10143</th>\n",
-       "      <td>0.187533</td>\n",
-       "      <td>0.181966</td>\n",
-       "      <td>5.566572e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10156</th>\n",
-       "      <td>0.202504</td>\n",
-       "      <td>0.201396</td>\n",
-       "      <td>1.108673e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10157</th>\n",
-       "      <td>0.092441</td>\n",
-       "      <td>0.087526</td>\n",
-       "      <td>4.915698e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10160</th>\n",
-       "      <td>0.009545</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.545179e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10169</th>\n",
-       "      <td>0.020029</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.002880e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10171</th>\n",
-       "      <td>0.026227</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.622723e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10172</th>\n",
-       "      <td>0.272581</td>\n",
-       "      <td>0.278705</td>\n",
-       "      <td>-6.123774e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10173</th>\n",
-       "      <td>0.122835</td>\n",
-       "      <td>0.123097</td>\n",
-       "      <td>-2.618361e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10181</th>\n",
-       "      <td>0.052993</td>\n",
-       "      <td>0.052063</td>\n",
-       "      <td>9.298101e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10184</th>\n",
-       "      <td>0.236774</td>\n",
-       "      <td>0.239644</td>\n",
-       "      <td>-2.869394e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10186</th>\n",
-       "      <td>0.090361</td>\n",
-       "      <td>0.085916</td>\n",
-       "      <td>4.445151e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10191</th>\n",
-       "      <td>0.092656</td>\n",
-       "      <td>0.096558</td>\n",
-       "      <td>-3.901579e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10193</th>\n",
-       "      <td>0.105331</td>\n",
-       "      <td>0.106833</td>\n",
-       "      <td>-1.501694e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10194</th>\n",
-       "      <td>0.197202</td>\n",
-       "      <td>0.205179</td>\n",
-       "      <td>-7.976692e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10195</th>\n",
-       "      <td>0.326773</td>\n",
-       "      <td>0.331551</td>\n",
-       "      <td>-4.778524e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10196</th>\n",
-       "      <td>0.010284</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.028429e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10201</th>\n",
-       "      <td>0.012251</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.225105e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10202</th>\n",
-       "      <td>0.018133</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.813317e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10210</th>\n",
-       "      <td>0.639946</td>\n",
-       "      <td>0.651662</td>\n",
-       "      <td>-1.171604e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10213</th>\n",
-       "      <td>0.156241</td>\n",
-       "      <td>0.152128</td>\n",
-       "      <td>4.113046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10215</th>\n",
-       "      <td>0.022373</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.237279e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10216</th>\n",
-       "      <td>0.275972</td>\n",
-       "      <td>0.278477</td>\n",
-       "      <td>-2.504768e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10217</th>\n",
-       "      <td>0.094076</td>\n",
-       "      <td>0.108703</td>\n",
-       "      <td>-1.462665e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10221</th>\n",
-       "      <td>0.411606</td>\n",
-       "      <td>0.413691</td>\n",
-       "      <td>-2.085693e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10223</th>\n",
-       "      <td>0.135749</td>\n",
-       "      <td>0.136149</td>\n",
-       "      <td>-3.999225e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10225</th>\n",
-       "      <td>0.084570</td>\n",
-       "      <td>0.090001</td>\n",
-       "      <td>-5.431325e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10227</th>\n",
-       "      <td>0.179395</td>\n",
-       "      <td>0.174062</td>\n",
-       "      <td>5.332705e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10229</th>\n",
-       "      <td>0.175718</td>\n",
-       "      <td>0.175296</td>\n",
-       "      <td>4.221531e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10234</th>\n",
-       "      <td>0.110295</td>\n",
-       "      <td>0.110905</td>\n",
-       "      <td>-6.102152e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10239</th>\n",
-       "      <td>0.310648</td>\n",
-       "      <td>0.325080</td>\n",
-       "      <td>-1.443151e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10251</th>\n",
-       "      <td>0.014272</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.427152e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10255</th>\n",
-       "      <td>0.055383</td>\n",
-       "      <td>0.054261</td>\n",
-       "      <td>1.122051e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10259</th>\n",
-       "      <td>0.092497</td>\n",
-       "      <td>0.088482</td>\n",
-       "      <td>4.014429e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10263</th>\n",
-       "      <td>0.511942</td>\n",
-       "      <td>0.530059</td>\n",
-       "      <td>-1.811734e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10268</th>\n",
-       "      <td>0.153380</td>\n",
-       "      <td>0.158194</td>\n",
-       "      <td>-4.814496e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10269</th>\n",
-       "      <td>0.007023</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.023477e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10274</th>\n",
-       "      <td>0.225571</td>\n",
-       "      <td>0.227435</td>\n",
-       "      <td>-1.864214e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10280</th>\n",
-       "      <td>0.106387</td>\n",
-       "      <td>0.106063</td>\n",
-       "      <td>3.245545e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10283</th>\n",
-       "      <td>0.148558</td>\n",
-       "      <td>0.149673</td>\n",
-       "      <td>-1.115774e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10286</th>\n",
-       "      <td>0.157424</td>\n",
-       "      <td>0.174087</td>\n",
-       "      <td>-1.666255e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10289</th>\n",
-       "      <td>0.125984</td>\n",
-       "      <td>0.129781</td>\n",
-       "      <td>-3.797359e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10294</th>\n",
-       "      <td>0.314366</td>\n",
-       "      <td>0.320509</td>\n",
-       "      <td>-6.142526e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10296</th>\n",
-       "      <td>0.100415</td>\n",
-       "      <td>0.098836</td>\n",
-       "      <td>1.579472e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10300</th>\n",
-       "      <td>0.113171</td>\n",
-       "      <td>0.115811</td>\n",
-       "      <td>-2.640153e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10303</th>\n",
-       "      <td>0.015720</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.571971e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10305</th>\n",
-       "      <td>0.130230</td>\n",
-       "      <td>0.127918</td>\n",
-       "      <td>2.312439e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10308</th>\n",
-       "      <td>0.129504</td>\n",
-       "      <td>0.129862</td>\n",
-       "      <td>-3.581480e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10314</th>\n",
-       "      <td>0.168432</td>\n",
-       "      <td>0.169664</td>\n",
-       "      <td>-1.232383e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10316</th>\n",
-       "      <td>0.115492</td>\n",
-       "      <td>0.113787</td>\n",
-       "      <td>1.705211e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10318</th>\n",
-       "      <td>0.343213</td>\n",
-       "      <td>0.345530</td>\n",
-       "      <td>-2.316863e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10319</th>\n",
-       "      <td>0.211798</td>\n",
-       "      <td>0.209277</td>\n",
-       "      <td>2.520561e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10320</th>\n",
-       "      <td>0.032326</td>\n",
-       "      <td>0.050100</td>\n",
-       "      <td>-1.777448e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10321</th>\n",
-       "      <td>0.148177</td>\n",
-       "      <td>0.151083</td>\n",
-       "      <td>-2.905348e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10325</th>\n",
-       "      <td>0.209774</td>\n",
-       "      <td>0.214463</td>\n",
-       "      <td>-4.688166e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10328</th>\n",
-       "      <td>0.621817</td>\n",
-       "      <td>0.627675</td>\n",
-       "      <td>-5.857407e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10329</th>\n",
-       "      <td>0.243031</td>\n",
-       "      <td>0.243356</td>\n",
-       "      <td>-3.254737e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10330</th>\n",
-       "      <td>0.140862</td>\n",
-       "      <td>0.137531</td>\n",
-       "      <td>3.330529e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10332</th>\n",
-       "      <td>0.008130</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.129714e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10333</th>\n",
-       "      <td>0.406713</td>\n",
-       "      <td>0.416379</td>\n",
-       "      <td>-9.666022e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10341</th>\n",
-       "      <td>0.048637</td>\n",
-       "      <td>0.059791</td>\n",
-       "      <td>-1.115418e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10351</th>\n",
-       "      <td>0.019569</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.956861e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10352</th>\n",
-       "      <td>0.084867</td>\n",
-       "      <td>0.087938</td>\n",
-       "      <td>-3.071536e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10353</th>\n",
-       "      <td>0.091372</td>\n",
-       "      <td>0.089246</td>\n",
-       "      <td>2.125453e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10356</th>\n",
-       "      <td>0.175967</td>\n",
-       "      <td>0.197522</td>\n",
-       "      <td>-2.155495e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10358</th>\n",
-       "      <td>0.007917</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.916657e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10361</th>\n",
-       "      <td>0.136161</td>\n",
-       "      <td>0.140453</td>\n",
-       "      <td>-4.292225e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10369</th>\n",
-       "      <td>0.129919</td>\n",
-       "      <td>0.127750</td>\n",
-       "      <td>2.168932e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10370</th>\n",
-       "      <td>0.138640</td>\n",
-       "      <td>0.137524</td>\n",
-       "      <td>1.115620e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10375</th>\n",
-       "      <td>0.552747</td>\n",
-       "      <td>0.555469</td>\n",
-       "      <td>-2.721354e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10379</th>\n",
-       "      <td>0.124073</td>\n",
-       "      <td>0.122773</td>\n",
-       "      <td>1.300297e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10383</th>\n",
-       "      <td>0.135849</td>\n",
-       "      <td>0.138766</td>\n",
-       "      <td>-2.916800e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10386</th>\n",
-       "      <td>0.431631</td>\n",
-       "      <td>0.436862</td>\n",
-       "      <td>-5.230108e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10387</th>\n",
-       "      <td>0.376810</td>\n",
-       "      <td>0.375802</td>\n",
-       "      <td>1.008134e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10391</th>\n",
-       "      <td>0.170839</td>\n",
-       "      <td>0.173858</td>\n",
-       "      <td>-3.018757e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10396</th>\n",
-       "      <td>0.090031</td>\n",
-       "      <td>0.097239</td>\n",
-       "      <td>-7.208836e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10398</th>\n",
-       "      <td>0.238653</td>\n",
-       "      <td>0.240268</td>\n",
-       "      <td>-1.615023e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10402</th>\n",
-       "      <td>0.176335</td>\n",
-       "      <td>0.178801</td>\n",
-       "      <td>-2.466115e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10404</th>\n",
-       "      <td>0.282665</td>\n",
-       "      <td>0.288020</td>\n",
-       "      <td>-5.354757e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10406</th>\n",
-       "      <td>0.045879</td>\n",
-       "      <td>0.109957</td>\n",
-       "      <td>-6.407828e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10409</th>\n",
-       "      <td>0.196981</td>\n",
-       "      <td>0.196492</td>\n",
-       "      <td>4.887561e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10414</th>\n",
-       "      <td>0.483735</td>\n",
-       "      <td>0.503914</td>\n",
-       "      <td>-2.017877e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10416</th>\n",
-       "      <td>0.210284</td>\n",
-       "      <td>0.209138</td>\n",
-       "      <td>1.145809e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10429</th>\n",
-       "      <td>0.378659</td>\n",
-       "      <td>0.377998</td>\n",
-       "      <td>6.604743e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10432</th>\n",
-       "      <td>0.167907</td>\n",
-       "      <td>0.168925</td>\n",
-       "      <td>-1.018421e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10439</th>\n",
-       "      <td>0.115300</td>\n",
-       "      <td>0.120698</td>\n",
-       "      <td>-5.397236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10444</th>\n",
-       "      <td>0.268581</td>\n",
-       "      <td>0.273715</td>\n",
-       "      <td>-5.134263e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10445</th>\n",
-       "      <td>0.252904</td>\n",
-       "      <td>0.256461</td>\n",
-       "      <td>-3.556685e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10448</th>\n",
-       "      <td>0.131034</td>\n",
-       "      <td>0.135097</td>\n",
-       "      <td>-4.063102e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10454</th>\n",
-       "      <td>0.366292</td>\n",
-       "      <td>0.381363</td>\n",
-       "      <td>-1.507090e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10459</th>\n",
-       "      <td>0.012949</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.294875e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10466</th>\n",
-       "      <td>0.198834</td>\n",
-       "      <td>0.193425</td>\n",
-       "      <td>5.409846e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10468</th>\n",
-       "      <td>0.286626</td>\n",
-       "      <td>0.280935</td>\n",
-       "      <td>5.690849e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10469</th>\n",
-       "      <td>0.010752</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.075238e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10470</th>\n",
-       "      <td>0.132532</td>\n",
-       "      <td>0.137529</td>\n",
-       "      <td>-4.997352e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10471</th>\n",
-       "      <td>0.276495</td>\n",
-       "      <td>0.276721</td>\n",
-       "      <td>-2.261016e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10477</th>\n",
-       "      <td>0.349383</td>\n",
-       "      <td>0.348143</td>\n",
-       "      <td>1.239768e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10480</th>\n",
-       "      <td>0.141137</td>\n",
-       "      <td>0.140011</td>\n",
-       "      <td>1.126396e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10482</th>\n",
-       "      <td>0.178098</td>\n",
-       "      <td>0.179463</td>\n",
-       "      <td>-1.365720e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10487</th>\n",
-       "      <td>0.118879</td>\n",
-       "      <td>0.125117</td>\n",
-       "      <td>-6.237702e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10491</th>\n",
-       "      <td>0.071827</td>\n",
-       "      <td>0.069896</td>\n",
-       "      <td>1.930680e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10492</th>\n",
-       "      <td>0.184389</td>\n",
-       "      <td>0.188548</td>\n",
-       "      <td>-4.159101e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10499</th>\n",
-       "      <td>0.163877</td>\n",
-       "      <td>0.160788</td>\n",
-       "      <td>3.088736e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10504</th>\n",
-       "      <td>0.088773</td>\n",
-       "      <td>0.092196</td>\n",
-       "      <td>-3.422245e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10507</th>\n",
-       "      <td>0.339637</td>\n",
-       "      <td>0.336428</td>\n",
-       "      <td>3.208540e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10513</th>\n",
-       "      <td>0.593828</td>\n",
-       "      <td>0.593566</td>\n",
-       "      <td>2.618691e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10518</th>\n",
-       "      <td>0.168583</td>\n",
-       "      <td>0.167059</td>\n",
-       "      <td>1.524021e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10519</th>\n",
-       "      <td>0.224849</td>\n",
-       "      <td>0.240672</td>\n",
-       "      <td>-1.582334e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10521</th>\n",
-       "      <td>0.231832</td>\n",
-       "      <td>0.232696</td>\n",
-       "      <td>-8.636155e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10522</th>\n",
-       "      <td>0.197141</td>\n",
-       "      <td>0.203506</td>\n",
-       "      <td>-6.365182e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10529</th>\n",
-       "      <td>0.168573</td>\n",
-       "      <td>0.181549</td>\n",
-       "      <td>-1.297618e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10537</th>\n",
-       "      <td>0.113341</td>\n",
-       "      <td>0.116552</td>\n",
-       "      <td>-3.210168e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10540</th>\n",
-       "      <td>0.116048</td>\n",
-       "      <td>0.117767</td>\n",
-       "      <td>-1.719441e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10541</th>\n",
-       "      <td>0.194021</td>\n",
-       "      <td>0.196663</td>\n",
-       "      <td>-2.642829e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10544</th>\n",
-       "      <td>0.309762</td>\n",
-       "      <td>0.310083</td>\n",
-       "      <td>-3.215165e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10548</th>\n",
-       "      <td>0.204123</td>\n",
-       "      <td>0.204384</td>\n",
-       "      <td>-2.609516e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10549</th>\n",
-       "      <td>0.125367</td>\n",
-       "      <td>0.127357</td>\n",
-       "      <td>-1.990563e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10554</th>\n",
-       "      <td>0.160297</td>\n",
-       "      <td>0.159939</td>\n",
-       "      <td>3.582780e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10555</th>\n",
-       "      <td>0.276390</td>\n",
-       "      <td>0.280954</td>\n",
-       "      <td>-4.563423e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10563</th>\n",
-       "      <td>0.149665</td>\n",
-       "      <td>0.155131</td>\n",
-       "      <td>-5.466346e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10565</th>\n",
-       "      <td>0.122574</td>\n",
-       "      <td>0.135945</td>\n",
-       "      <td>-1.337073e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10568</th>\n",
-       "      <td>0.148727</td>\n",
-       "      <td>0.155038</td>\n",
-       "      <td>-6.311298e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10571</th>\n",
-       "      <td>0.114273</td>\n",
-       "      <td>0.116221</td>\n",
-       "      <td>-1.948221e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10576</th>\n",
-       "      <td>0.183252</td>\n",
-       "      <td>0.183902</td>\n",
-       "      <td>-6.501399e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10582</th>\n",
-       "      <td>0.164363</td>\n",
-       "      <td>0.164313</td>\n",
-       "      <td>5.008260e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10583</th>\n",
-       "      <td>0.162734</td>\n",
-       "      <td>0.171056</td>\n",
-       "      <td>-8.321792e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10585</th>\n",
-       "      <td>0.612617</td>\n",
-       "      <td>0.613856</td>\n",
-       "      <td>-1.239011e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10609</th>\n",
-       "      <td>0.223261</td>\n",
-       "      <td>0.223506</td>\n",
-       "      <td>-2.450946e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10612</th>\n",
-       "      <td>0.241890</td>\n",
-       "      <td>0.272337</td>\n",
-       "      <td>-3.044615e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10614</th>\n",
-       "      <td>0.446250</td>\n",
-       "      <td>0.446729</td>\n",
-       "      <td>-4.797764e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10615</th>\n",
-       "      <td>0.009261</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.260961e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10625</th>\n",
-       "      <td>0.240389</td>\n",
-       "      <td>0.245768</td>\n",
-       "      <td>-5.379342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10626</th>\n",
-       "      <td>0.276404</td>\n",
-       "      <td>0.275154</td>\n",
-       "      <td>1.249702e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10628</th>\n",
-       "      <td>0.310036</td>\n",
-       "      <td>0.313556</td>\n",
-       "      <td>-3.519961e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10635</th>\n",
-       "      <td>0.145156</td>\n",
-       "      <td>0.148284</td>\n",
-       "      <td>-3.127884e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10637</th>\n",
-       "      <td>0.064886</td>\n",
-       "      <td>0.064896</td>\n",
-       "      <td>-9.651714e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>10641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>10642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10643</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10644</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10647</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10648</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10650</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10651</th>\n",
-       "      <td>0.255936</td>\n",
-       "      <td>0.275637</td>\n",
-       "      <td>-1.970111e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10654</th>\n",
-       "      <td>0.105495</td>\n",
-       "      <td>0.105539</td>\n",
-       "      <td>-4.408671e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10655</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10660</th>\n",
-       "      <td>0.069379</td>\n",
-       "      <td>0.077357</td>\n",
-       "      <td>-7.978057e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10668</th>\n",
-       "      <td>0.100167</td>\n",
-       "      <td>0.100629</td>\n",
-       "      <td>-4.610589e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10669</th>\n",
-       "      <td>0.297381</td>\n",
-       "      <td>0.298825</td>\n",
-       "      <td>-1.444146e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10673</th>\n",
-       "      <td>0.152062</td>\n",
-       "      <td>0.147400</td>\n",
-       "      <td>4.661912e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10678</th>\n",
-       "      <td>0.255181</td>\n",
-       "      <td>0.255351</td>\n",
-       "      <td>-1.704471e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10680</th>\n",
-       "      <td>0.055273</td>\n",
-       "      <td>0.055614</td>\n",
-       "      <td>-3.402562e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10686</th>\n",
-       "      <td>0.012759</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.275907e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10688</th>\n",
-       "      <td>0.302427</td>\n",
-       "      <td>0.310184</td>\n",
-       "      <td>-7.757009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10690</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10692</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10693</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10694</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10695</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10696</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10697</th>\n",
-       "      <td>0.284591</td>\n",
-       "      <td>0.283224</td>\n",
-       "      <td>1.367159e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10698</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10699</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10700</th>\n",
-       "      <td>0.130672</td>\n",
-       "      <td>0.131049</td>\n",
-       "      <td>-3.770931e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10701</th>\n",
-       "      <td>0.075325</td>\n",
-       "      <td>0.078546</td>\n",
-       "      <td>-3.220884e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10702</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10703</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10704</th>\n",
-       "      <td>0.125573</td>\n",
-       "      <td>0.127048</td>\n",
-       "      <td>-1.475319e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10705</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10706</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10707</th>\n",
-       "      <td>0.123838</td>\n",
-       "      <td>0.124287</td>\n",
-       "      <td>-4.491248e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10709</th>\n",
-       "      <td>0.138535</td>\n",
-       "      <td>0.139612</td>\n",
-       "      <td>-1.076781e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10711</th>\n",
-       "      <td>0.193748</td>\n",
-       "      <td>0.196974</td>\n",
-       "      <td>-3.225938e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10712</th>\n",
-       "      <td>0.117890</td>\n",
-       "      <td>0.117466</td>\n",
-       "      <td>4.242277e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10713</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10714</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10715</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10720</th>\n",
-       "      <td>0.106385</td>\n",
-       "      <td>0.108643</td>\n",
-       "      <td>-2.257318e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10721</th>\n",
-       "      <td>0.118437</td>\n",
-       "      <td>0.113211</td>\n",
-       "      <td>5.225921e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10723</th>\n",
-       "      <td>0.156970</td>\n",
-       "      <td>0.159336</td>\n",
-       "      <td>-2.366068e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10724</th>\n",
-       "      <td>0.269976</td>\n",
-       "      <td>0.273749</td>\n",
-       "      <td>-3.773357e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10725</th>\n",
-       "      <td>0.007618</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.617943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10726</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10733</th>\n",
-       "      <td>0.141175</td>\n",
-       "      <td>0.148920</td>\n",
-       "      <td>-7.744858e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10737</th>\n",
-       "      <td>0.251203</td>\n",
-       "      <td>0.253700</td>\n",
-       "      <td>-2.496440e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10739</th>\n",
-       "      <td>0.255503</td>\n",
-       "      <td>0.257964</td>\n",
-       "      <td>-2.461734e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10743</th>\n",
-       "      <td>0.093988</td>\n",
-       "      <td>0.095884</td>\n",
-       "      <td>-1.896571e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10748</th>\n",
-       "      <td>0.139763</td>\n",
-       "      <td>0.143443</td>\n",
-       "      <td>-3.680226e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10750</th>\n",
-       "      <td>0.207009</td>\n",
-       "      <td>0.207399</td>\n",
-       "      <td>-3.899577e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10763</th>\n",
-       "      <td>0.150514</td>\n",
-       "      <td>0.160957</td>\n",
-       "      <td>-1.044378e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10764</th>\n",
-       "      <td>0.226239</td>\n",
-       "      <td>0.214542</td>\n",
-       "      <td>1.169645e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10770</th>\n",
-       "      <td>0.386340</td>\n",
-       "      <td>0.393155</td>\n",
-       "      <td>-6.815127e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10774</th>\n",
-       "      <td>0.296888</td>\n",
-       "      <td>0.294481</td>\n",
-       "      <td>2.406434e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10776</th>\n",
-       "      <td>0.272370</td>\n",
-       "      <td>0.281120</td>\n",
-       "      <td>-8.749981e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10779</th>\n",
-       "      <td>0.013158</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.315752e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10780</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10781</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10782</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10783</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10784</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10785</th>\n",
-       "      <td>0.194032</td>\n",
-       "      <td>0.209196</td>\n",
-       "      <td>-1.516398e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10787</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10788</th>\n",
-       "      <td>0.147820</td>\n",
-       "      <td>0.168359</td>\n",
-       "      <td>-2.053913e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10790</th>\n",
-       "      <td>0.066214</td>\n",
-       "      <td>0.080007</td>\n",
-       "      <td>-1.379293e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10791</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10792</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10793</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10794</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10795</th>\n",
-       "      <td>0.109181</td>\n",
-       "      <td>0.116853</td>\n",
-       "      <td>-7.671295e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10796</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10797</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10798</th>\n",
-       "      <td>0.247258</td>\n",
-       "      <td>0.250765</td>\n",
-       "      <td>-3.507299e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10799</th>\n",
-       "      <td>0.121876</td>\n",
-       "      <td>0.114978</td>\n",
-       "      <td>6.898352e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10800</th>\n",
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-       "    <tr>\n",
-       "      <th>10801</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "      <th>10802</th>\n",
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-       "      <th>10803</th>\n",
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-       "    <tr>\n",
-       "      <th>10804</th>\n",
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-       "      <th>10805</th>\n",
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-       "    <tr>\n",
-       "      <th>10806</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10814</th>\n",
-       "      <td>0.020348</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.034817e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10817</th>\n",
-       "      <td>0.157541</td>\n",
-       "      <td>0.156548</td>\n",
-       "      <td>9.929399e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10821</th>\n",
-       "      <td>0.013729</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.372866e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10822</th>\n",
-       "      <td>0.174406</td>\n",
-       "      <td>0.179302</td>\n",
-       "      <td>-4.896288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10823</th>\n",
-       "      <td>0.014353</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.435254e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10825</th>\n",
-       "      <td>0.132088</td>\n",
-       "      <td>0.144771</td>\n",
-       "      <td>-1.268262e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10826</th>\n",
-       "      <td>0.129051</td>\n",
-       "      <td>0.139398</td>\n",
-       "      <td>-1.034747e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10827</th>\n",
-       "      <td>0.166878</td>\n",
-       "      <td>0.181707</td>\n",
-       "      <td>-1.482870e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10829</th>\n",
-       "      <td>0.211879</td>\n",
-       "      <td>0.224126</td>\n",
-       "      <td>-1.224688e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10841</th>\n",
-       "      <td>0.114739</td>\n",
-       "      <td>0.118704</td>\n",
-       "      <td>-3.964644e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10842</th>\n",
-       "      <td>0.257585</td>\n",
-       "      <td>0.259051</td>\n",
-       "      <td>-1.465544e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10850</th>\n",
-       "      <td>0.061285</td>\n",
-       "      <td>0.063248</td>\n",
-       "      <td>-1.962666e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10853</th>\n",
-       "      <td>0.182958</td>\n",
-       "      <td>0.188095</td>\n",
-       "      <td>-5.136722e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10856</th>\n",
-       "      <td>0.219121</td>\n",
-       "      <td>0.218383</td>\n",
-       "      <td>7.386094e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10858</th>\n",
-       "      <td>0.123107</td>\n",
-       "      <td>0.135459</td>\n",
-       "      <td>-1.235211e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10860</th>\n",
-       "      <td>0.068997</td>\n",
-       "      <td>0.073889</td>\n",
-       "      <td>-4.891988e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10861</th>\n",
-       "      <td>0.070879</td>\n",
-       "      <td>0.074685</td>\n",
-       "      <td>-3.806321e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10865</th>\n",
-       "      <td>0.156146</td>\n",
-       "      <td>0.168703</td>\n",
-       "      <td>-1.255685e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10881</th>\n",
-       "      <td>0.076428</td>\n",
-       "      <td>0.074968</td>\n",
-       "      <td>1.460225e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10882</th>\n",
-       "      <td>0.072972</td>\n",
-       "      <td>0.065164</td>\n",
-       "      <td>7.807624e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10887</th>\n",
-       "      <td>0.182194</td>\n",
-       "      <td>0.184303</td>\n",
-       "      <td>-2.109168e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10888</th>\n",
-       "      <td>0.202626</td>\n",
-       "      <td>0.208413</td>\n",
-       "      <td>-5.787319e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10889</th>\n",
-       "      <td>0.207766</td>\n",
-       "      <td>0.209782</td>\n",
-       "      <td>-2.015846e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10892</th>\n",
-       "      <td>0.358278</td>\n",
-       "      <td>0.360289</td>\n",
-       "      <td>-2.010827e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10895</th>\n",
-       "      <td>0.368915</td>\n",
-       "      <td>0.387668</td>\n",
-       "      <td>-1.875284e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10896</th>\n",
-       "      <td>0.090941</td>\n",
-       "      <td>0.090481</td>\n",
-       "      <td>4.601585e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10897</th>\n",
-       "      <td>0.264010</td>\n",
-       "      <td>0.259972</td>\n",
-       "      <td>4.037211e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10902</th>\n",
-       "      <td>0.305755</td>\n",
-       "      <td>0.318595</td>\n",
-       "      <td>-1.283998e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10906</th>\n",
-       "      <td>0.177583</td>\n",
-       "      <td>0.189855</td>\n",
-       "      <td>-1.227132e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10908</th>\n",
-       "      <td>0.205058</td>\n",
-       "      <td>0.212435</td>\n",
-       "      <td>-7.376667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10911</th>\n",
-       "      <td>0.178860</td>\n",
-       "      <td>0.180356</td>\n",
-       "      <td>-1.496299e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10919</th>\n",
-       "      <td>0.203591</td>\n",
-       "      <td>0.207931</td>\n",
-       "      <td>-4.340304e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10921</th>\n",
-       "      <td>0.117283</td>\n",
-       "      <td>0.120653</td>\n",
-       "      <td>-3.370207e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10923</th>\n",
-       "      <td>0.198569</td>\n",
-       "      <td>0.199562</td>\n",
-       "      <td>-9.937942e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10930</th>\n",
-       "      <td>0.142224</td>\n",
-       "      <td>0.140868</td>\n",
-       "      <td>1.356575e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10934</th>\n",
-       "      <td>0.301963</td>\n",
-       "      <td>0.294212</td>\n",
-       "      <td>7.751254e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10935</th>\n",
-       "      <td>0.202178</td>\n",
-       "      <td>0.202916</td>\n",
-       "      <td>-7.373719e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10939</th>\n",
-       "      <td>0.151576</td>\n",
-       "      <td>0.153674</td>\n",
-       "      <td>-2.097384e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10945</th>\n",
-       "      <td>0.151132</td>\n",
-       "      <td>0.142750</td>\n",
-       "      <td>8.381830e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10953</th>\n",
-       "      <td>0.349420</td>\n",
-       "      <td>0.345896</td>\n",
-       "      <td>3.524114e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10958</th>\n",
-       "      <td>0.046656</td>\n",
-       "      <td>0.062663</td>\n",
-       "      <td>-1.600742e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10959</th>\n",
-       "      <td>0.268541</td>\n",
-       "      <td>0.278685</td>\n",
-       "      <td>-1.014345e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10962</th>\n",
-       "      <td>0.007070</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.070109e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10963</th>\n",
-       "      <td>0.065368</td>\n",
-       "      <td>0.070742</td>\n",
-       "      <td>-5.373898e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10964</th>\n",
-       "      <td>0.157454</td>\n",
-       "      <td>0.159595</td>\n",
-       "      <td>-2.141175e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10968</th>\n",
-       "      <td>0.168163</td>\n",
-       "      <td>0.164259</td>\n",
-       "      <td>3.903404e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10972</th>\n",
-       "      <td>0.285340</td>\n",
-       "      <td>0.288065</td>\n",
-       "      <td>-2.725159e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10980</th>\n",
-       "      <td>0.160659</td>\n",
-       "      <td>0.159333</td>\n",
-       "      <td>1.326209e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10981</th>\n",
-       "      <td>0.108497</td>\n",
-       "      <td>0.105693</td>\n",
-       "      <td>2.804211e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10983</th>\n",
-       "      <td>0.268257</td>\n",
-       "      <td>0.240780</td>\n",
-       "      <td>2.747756e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10989</th>\n",
-       "      <td>0.103505</td>\n",
-       "      <td>0.098799</td>\n",
-       "      <td>4.706139e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10991</th>\n",
-       "      <td>0.322009</td>\n",
-       "      <td>0.332309</td>\n",
-       "      <td>-1.030013e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10993</th>\n",
-       "      <td>0.072695</td>\n",
-       "      <td>0.072977</td>\n",
-       "      <td>-2.822554e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10996</th>\n",
-       "      <td>0.010151</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.015119e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10997</th>\n",
-       "      <td>0.173552</td>\n",
-       "      <td>0.175523</td>\n",
-       "      <td>-1.970883e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11004</th>\n",
-       "      <td>0.168469</td>\n",
-       "      <td>0.171527</td>\n",
-       "      <td>-3.057785e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11005</th>\n",
-       "      <td>0.161231</td>\n",
-       "      <td>0.169517</td>\n",
-       "      <td>-8.285863e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11006</th>\n",
-       "      <td>0.219827</td>\n",
-       "      <td>0.233015</td>\n",
-       "      <td>-1.318795e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11007</th>\n",
-       "      <td>0.195437</td>\n",
-       "      <td>0.198837</td>\n",
-       "      <td>-3.399701e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11009</th>\n",
-       "      <td>0.242720</td>\n",
-       "      <td>0.252316</td>\n",
-       "      <td>-9.596260e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11011</th>\n",
-       "      <td>0.115169</td>\n",
-       "      <td>0.111608</td>\n",
-       "      <td>3.561129e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11016</th>\n",
-       "      <td>0.027150</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.715023e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11023</th>\n",
-       "      <td>0.010208</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.020767e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11030</th>\n",
-       "      <td>0.214631</td>\n",
-       "      <td>0.217632</td>\n",
-       "      <td>-3.001582e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11031</th>\n",
-       "      <td>0.152563</td>\n",
-       "      <td>0.150659</td>\n",
-       "      <td>1.903745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11032</th>\n",
-       "      <td>0.389877</td>\n",
-       "      <td>0.390987</td>\n",
-       "      <td>-1.109750e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11034</th>\n",
-       "      <td>0.015614</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.561418e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11043</th>\n",
-       "      <td>0.012741</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.274119e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11048</th>\n",
-       "      <td>0.175725</td>\n",
-       "      <td>0.179530</td>\n",
-       "      <td>-3.805233e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11051</th>\n",
-       "      <td>0.236440</td>\n",
-       "      <td>0.233243</td>\n",
-       "      <td>3.196393e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11055</th>\n",
-       "      <td>0.152694</td>\n",
-       "      <td>0.152471</td>\n",
-       "      <td>2.225267e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11059</th>\n",
-       "      <td>0.214602</td>\n",
-       "      <td>0.223687</td>\n",
-       "      <td>-9.084177e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11063</th>\n",
-       "      <td>0.289261</td>\n",
-       "      <td>0.292648</td>\n",
-       "      <td>-3.387075e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11066</th>\n",
-       "      <td>0.220547</td>\n",
-       "      <td>0.220431</td>\n",
-       "      <td>1.151124e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11068</th>\n",
-       "      <td>0.156722</td>\n",
-       "      <td>0.160710</td>\n",
-       "      <td>-3.988517e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11069</th>\n",
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-       "      <th>11070</th>\n",
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-       "      <th>11071</th>\n",
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-       "      <th>11073</th>\n",
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-       "      <th>11074</th>\n",
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-       "    <tr>\n",
-       "      <th>11075</th>\n",
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-       "      <th>11076</th>\n",
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-       "      <th>11077</th>\n",
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-       "    <tr>\n",
-       "      <th>11078</th>\n",
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-       "      <th>11079</th>\n",
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-       "      <th>11080</th>\n",
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-       "      <th>11081</th>\n",
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-       "      <th>11082</th>\n",
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-       "      <th>11083</th>\n",
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-       "      <th>11084</th>\n",
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-       "      <th>11085</th>\n",
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-       "      <th>11087</th>\n",
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-       "      <th>11088</th>\n",
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-       "    <tr>\n",
-       "      <th>11089</th>\n",
-       "      <td>0.188456</td>\n",
-       "      <td>0.188467</td>\n",
-       "      <td>-1.074756e-05</td>\n",
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-       "    <tr>\n",
-       "      <th>11090</th>\n",
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-       "      <th>11091</th>\n",
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-       "      <th>11092</th>\n",
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-       "      <th>11093</th>\n",
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-       "      <th>11094</th>\n",
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-       "      <th>11095</th>\n",
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-       "      <th>11096</th>\n",
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-       "      <th>11097</th>\n",
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-       "    <tr>\n",
-       "      <th>11098</th>\n",
-       "      <td>0.290698</td>\n",
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-       "      <td>-9.967759e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11099</th>\n",
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-       "      <th>11100</th>\n",
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-       "      <th>11101</th>\n",
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-       "      <th>11102</th>\n",
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-       "      <th>11103</th>\n",
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-       "      <th>11104</th>\n",
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-       "      <th>11105</th>\n",
-       "      <td>0.008564</td>\n",
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-       "    <tr>\n",
-       "      <th>11106</th>\n",
-       "      <td>0.010407</td>\n",
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-       "      <th>11107</th>\n",
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-       "      <th>11108</th>\n",
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-       "    <tr>\n",
-       "      <th>11109</th>\n",
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-       "    <tr>\n",
-       "      <th>11110</th>\n",
-       "      <td>0.065256</td>\n",
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-       "      <td>-2.759610e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11111</th>\n",
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-       "    <tr>\n",
-       "      <th>11112</th>\n",
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-       "    <tr>\n",
-       "      <th>11113</th>\n",
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-       "    <tr>\n",
-       "      <th>11114</th>\n",
-       "      <td>0.099050</td>\n",
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-       "      <td>9.618982e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11115</th>\n",
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-       "    <tr>\n",
-       "      <th>11116</th>\n",
-       "      <td>0.153005</td>\n",
-       "      <td>0.146752</td>\n",
-       "      <td>6.252940e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11117</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11118</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>11119</th>\n",
-       "      <td>0.149240</td>\n",
-       "      <td>0.149635</td>\n",
-       "      <td>-3.945166e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>11120</th>\n",
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-       "    <tr>\n",
-       "      <th>11121</th>\n",
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-       "    <tr>\n",
-       "      <th>11122</th>\n",
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-       "    <tr>\n",
-       "      <th>11123</th>\n",
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-       "    <tr>\n",
-       "      <th>11124</th>\n",
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-       "    <tr>\n",
-       "      <th>11125</th>\n",
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-       "    <tr>\n",
-       "      <th>11126</th>\n",
-       "      <td>0.093211</td>\n",
-       "      <td>0.094592</td>\n",
-       "      <td>-1.381209e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11127</th>\n",
-       "      <td>0.114102</td>\n",
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-       "      <td>-3.713413e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11128</th>\n",
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-       "    <tr>\n",
-       "      <th>11129</th>\n",
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-       "    <tr>\n",
-       "      <th>11130</th>\n",
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-       "      <th>11131</th>\n",
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-       "      <th>11132</th>\n",
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-       "      <th>11133</th>\n",
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-       "      <th>11134</th>\n",
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-       "      <th>11135</th>\n",
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-       "      <th>11136</th>\n",
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-       "      <th>11137</th>\n",
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-       "      <th>11138</th>\n",
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-       "    <tr>\n",
-       "      <th>11139</th>\n",
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-       "      <th>11140</th>\n",
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-       "    <tr>\n",
-       "      <th>11141</th>\n",
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-       "      <th>11142</th>\n",
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-       "      <th>11143</th>\n",
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-       "      <th>11144</th>\n",
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-       "      <th>11145</th>\n",
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-       "      <th>11146</th>\n",
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-       "    <tr>\n",
-       "      <th>11147</th>\n",
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-       "      <th>11148</th>\n",
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-       "      <th>11149</th>\n",
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-       "      <th>11150</th>\n",
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-       "      <th>11152</th>\n",
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-       "      <th>11153</th>\n",
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-       "    <tr>\n",
-       "      <th>11154</th>\n",
-       "      <td>0.662587</td>\n",
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-       "      <td>-1.296695e-02</td>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11157</th>\n",
-       "      <td>0.096939</td>\n",
-       "      <td>0.104393</td>\n",
-       "      <td>-7.453964e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11160</th>\n",
-       "      <td>0.069416</td>\n",
-       "      <td>0.079049</td>\n",
-       "      <td>-9.633537e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11161</th>\n",
-       "      <td>0.207659</td>\n",
-       "      <td>0.207810</td>\n",
-       "      <td>-1.508221e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11163</th>\n",
-       "      <td>0.159058</td>\n",
-       "      <td>0.160509</td>\n",
-       "      <td>-1.450926e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11167</th>\n",
-       "      <td>0.102685</td>\n",
-       "      <td>0.099224</td>\n",
-       "      <td>3.461579e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11168</th>\n",
-       "      <td>0.074968</td>\n",
-       "      <td>0.074486</td>\n",
-       "      <td>4.821201e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11169</th>\n",
-       "      <td>0.122749</td>\n",
-       "      <td>0.131405</td>\n",
-       "      <td>-8.656025e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11170</th>\n",
-       "      <td>0.090493</td>\n",
-       "      <td>0.094021</td>\n",
-       "      <td>-3.527967e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11171</th>\n",
-       "      <td>0.241845</td>\n",
-       "      <td>0.261166</td>\n",
-       "      <td>-1.932157e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11187</th>\n",
-       "      <td>0.093788</td>\n",
-       "      <td>0.088993</td>\n",
-       "      <td>4.795438e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11188</th>\n",
-       "      <td>0.189139</td>\n",
-       "      <td>0.195968</td>\n",
-       "      <td>-6.829306e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11191</th>\n",
-       "      <td>0.183575</td>\n",
-       "      <td>0.176019</td>\n",
-       "      <td>7.555645e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11200</th>\n",
-       "      <td>0.424974</td>\n",
-       "      <td>0.428074</td>\n",
-       "      <td>-3.099795e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11203</th>\n",
-       "      <td>0.059193</td>\n",
-       "      <td>0.061391</td>\n",
-       "      <td>-2.197676e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11206</th>\n",
-       "      <td>0.162394</td>\n",
-       "      <td>0.162750</td>\n",
-       "      <td>-3.560151e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11207</th>\n",
-       "      <td>0.504659</td>\n",
-       "      <td>0.512303</td>\n",
-       "      <td>-7.643840e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11217</th>\n",
-       "      <td>0.223535</td>\n",
-       "      <td>0.216423</td>\n",
-       "      <td>7.112645e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11218</th>\n",
-       "      <td>0.528341</td>\n",
-       "      <td>0.540319</td>\n",
-       "      <td>-1.197809e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11224</th>\n",
-       "      <td>0.132394</td>\n",
-       "      <td>0.136354</td>\n",
-       "      <td>-3.960033e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11226</th>\n",
-       "      <td>0.260463</td>\n",
-       "      <td>0.259610</td>\n",
-       "      <td>8.530241e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11227</th>\n",
-       "      <td>0.097553</td>\n",
-       "      <td>0.097938</td>\n",
-       "      <td>-3.848071e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11232</th>\n",
-       "      <td>0.241644</td>\n",
-       "      <td>0.243253</td>\n",
-       "      <td>-1.609192e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11239</th>\n",
-       "      <td>0.074334</td>\n",
-       "      <td>0.074057</td>\n",
-       "      <td>2.773053e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11241</th>\n",
-       "      <td>0.471807</td>\n",
-       "      <td>0.472171</td>\n",
-       "      <td>-3.647318e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11242</th>\n",
-       "      <td>0.165485</td>\n",
-       "      <td>0.168581</td>\n",
-       "      <td>-3.095415e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11243</th>\n",
-       "      <td>0.114079</td>\n",
-       "      <td>0.114312</td>\n",
-       "      <td>-2.332176e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
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-       "      <th>11245</th>\n",
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-       "      <th>11246</th>\n",
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-       "      <th>11247</th>\n",
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-       "      <th>11248</th>\n",
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-       "      <th>11249</th>\n",
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-       "      <th>11250</th>\n",
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-       "      <th>11251</th>\n",
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-       "      <th>11252</th>\n",
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-       "      <th>11254</th>\n",
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-       "      <th>11255</th>\n",
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-       "    <tr>\n",
-       "      <th>11257</th>\n",
-       "      <td>0.087598</td>\n",
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-       "    <tr>\n",
-       "      <th>11258</th>\n",
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-       "      <th>11259</th>\n",
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-       "      <th>11261</th>\n",
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-       "      <th>11262</th>\n",
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-       "    <tr>\n",
-       "      <th>11263</th>\n",
-       "      <td>0.012861</td>\n",
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-       "      <th>11264</th>\n",
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-       "    <tr>\n",
-       "      <th>11265</th>\n",
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-       "      <th>11266</th>\n",
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-       "      <th>11267</th>\n",
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-       "    <tr>\n",
-       "      <th>11268</th>\n",
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-       "    <tr>\n",
-       "      <th>11269</th>\n",
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-       "    <tr>\n",
-       "      <th>11270</th>\n",
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-       "    <tr>\n",
-       "      <th>11271</th>\n",
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-       "      <th>11272</th>\n",
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-       "    <tr>\n",
-       "      <th>11273</th>\n",
-       "      <td>0.158558</td>\n",
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-       "      <td>-3.913978e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>11274</th>\n",
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-       "    <tr>\n",
-       "      <th>11275</th>\n",
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-       "    <tr>\n",
-       "      <th>11276</th>\n",
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-       "    <tr>\n",
-       "      <th>11277</th>\n",
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-       "    <tr>\n",
-       "      <th>11278</th>\n",
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-       "    <tr>\n",
-       "      <th>11279</th>\n",
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-       "    <tr>\n",
-       "      <th>11280</th>\n",
-       "      <td>0.268300</td>\n",
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-       "      <td>-7.863024e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>11281</th>\n",
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-       "    <tr>\n",
-       "      <th>11282</th>\n",
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-       "    <tr>\n",
-       "      <th>11283</th>\n",
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-       "    <tr>\n",
-       "      <th>11284</th>\n",
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-       "    <tr>\n",
-       "      <th>11285</th>\n",
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-       "    <tr>\n",
-       "      <th>11286</th>\n",
-       "      <td>0.014843</td>\n",
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-       "      <td>1.484331e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>11287</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11288</th>\n",
-       "      <td>0.249079</td>\n",
-       "      <td>0.252531</td>\n",
-       "      <td>-3.452173e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11289</th>\n",
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-       "    <tr>\n",
-       "      <th>11290</th>\n",
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-       "    <tr>\n",
-       "      <th>11291</th>\n",
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-       "    <tr>\n",
-       "      <th>11292</th>\n",
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-       "    <tr>\n",
-       "      <th>11293</th>\n",
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-       "    <tr>\n",
-       "      <th>11294</th>\n",
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-       "    <tr>\n",
-       "      <th>11295</th>\n",
-       "      <td>0.144381</td>\n",
-       "      <td>0.146836</td>\n",
-       "      <td>-2.455800e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11296</th>\n",
-       "      <td>0.131129</td>\n",
-       "      <td>0.132132</td>\n",
-       "      <td>-1.002924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11297</th>\n",
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-       "    <tr>\n",
-       "      <th>11298</th>\n",
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-       "    <tr>\n",
-       "      <th>11299</th>\n",
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-       "    <tr>\n",
-       "      <th>11300</th>\n",
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-       "    <tr>\n",
-       "      <th>11301</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11302</th>\n",
-       "      <td>0.129488</td>\n",
-       "      <td>0.129370</td>\n",
-       "      <td>1.179568e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11303</th>\n",
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-       "    <tr>\n",
-       "      <th>11304</th>\n",
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-       "    <tr>\n",
-       "      <th>11305</th>\n",
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-       "    <tr>\n",
-       "      <th>11306</th>\n",
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-       "    <tr>\n",
-       "      <th>11307</th>\n",
-       "      <td>0.124447</td>\n",
-       "      <td>0.125045</td>\n",
-       "      <td>-5.970413e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>11308</th>\n",
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-       "    <tr>\n",
-       "      <th>11309</th>\n",
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-       "    <tr>\n",
-       "      <th>11310</th>\n",
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-       "    <tr>\n",
-       "      <th>11311</th>\n",
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-       "    <tr>\n",
-       "      <th>11312</th>\n",
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-       "    <tr>\n",
-       "      <th>11313</th>\n",
-       "      <td>0.204755</td>\n",
-       "      <td>0.208650</td>\n",
-       "      <td>-3.894324e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11314</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11315</th>\n",
-       "      <td>0.402776</td>\n",
-       "      <td>0.403214</td>\n",
-       "      <td>-4.384617e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11316</th>\n",
-       "      <td>0.112894</td>\n",
-       "      <td>0.115295</td>\n",
-       "      <td>-2.400984e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11317</th>\n",
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-       "    <tr>\n",
-       "      <th>11318</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11319</th>\n",
-       "      <td>0.210457</td>\n",
-       "      <td>0.220639</td>\n",
-       "      <td>-1.018250e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11320</th>\n",
-       "      <td>0.021456</td>\n",
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-       "      <td>2.145641e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11321</th>\n",
-       "      <td>0.069042</td>\n",
-       "      <td>0.068985</td>\n",
-       "      <td>5.665292e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11322</th>\n",
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-       "    <tr>\n",
-       "      <th>11323</th>\n",
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-       "      <th>11324</th>\n",
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-       "    <tr>\n",
-       "      <th>11325</th>\n",
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-       "      <th>11326</th>\n",
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-       "      <th>11327</th>\n",
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-       "    <tr>\n",
-       "      <th>11328</th>\n",
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-       "    <tr>\n",
-       "      <th>11329</th>\n",
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-       "    <tr>\n",
-       "      <th>11330</th>\n",
-       "      <td>0.060540</td>\n",
-       "      <td>0.060276</td>\n",
-       "      <td>2.645601e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11331</th>\n",
-       "      <td>0.179454</td>\n",
-       "      <td>0.187890</td>\n",
-       "      <td>-8.436120e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11332</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11334</th>\n",
-       "      <td>0.177694</td>\n",
-       "      <td>0.179648</td>\n",
-       "      <td>-1.954039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11337</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11338</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11339</th>\n",
-       "      <td>0.009138</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.137998e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>11340</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11341</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>11342</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>11343</th>\n",
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-       "    <tr>\n",
-       "      <th>11344</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11346</th>\n",
-       "      <td>0.138458</td>\n",
-       "      <td>0.137664</td>\n",
-       "      <td>7.943121e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11347</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11348</th>\n",
-       "      <td>0.253591</td>\n",
-       "      <td>0.260329</td>\n",
-       "      <td>-6.737872e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11349</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11350</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11351</th>\n",
-       "      <td>0.134194</td>\n",
-       "      <td>0.165170</td>\n",
-       "      <td>-3.097621e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11352</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11354</th>\n",
-       "      <td>0.121554</td>\n",
-       "      <td>0.130576</td>\n",
-       "      <td>-9.022111e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11357</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11363</th>\n",
-       "      <td>0.227111</td>\n",
-       "      <td>0.223977</td>\n",
-       "      <td>3.133738e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11364</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11366</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11367</th>\n",
-       "      <td>0.057195</td>\n",
-       "      <td>0.061516</td>\n",
-       "      <td>-4.321304e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11368</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11371</th>\n",
-       "      <td>0.293296</td>\n",
-       "      <td>0.305829</td>\n",
-       "      <td>-1.253305e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11376</th>\n",
-       "      <td>0.583251</td>\n",
-       "      <td>0.583471</td>\n",
-       "      <td>-2.201440e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11377</th>\n",
-       "      <td>0.328301</td>\n",
-       "      <td>0.336337</td>\n",
-       "      <td>-8.036586e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11379</th>\n",
-       "      <td>0.081395</td>\n",
-       "      <td>0.080415</td>\n",
-       "      <td>9.806260e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11383</th>\n",
-       "      <td>0.052514</td>\n",
-       "      <td>0.051749</td>\n",
-       "      <td>7.645601e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11384</th>\n",
-       "      <td>0.200253</td>\n",
-       "      <td>0.194845</td>\n",
-       "      <td>5.408209e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11389</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11390</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11391</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11392</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11393</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11394</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11395</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11396</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11397</th>\n",
-       "      <td>0.224413</td>\n",
-       "      <td>0.227343</td>\n",
-       "      <td>-2.930149e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11398</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11399</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11400</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11401</th>\n",
-       "      <td>0.094255</td>\n",
-       "      <td>0.103256</td>\n",
-       "      <td>-9.001350e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11402</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11403</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11404</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11405</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11406</th>\n",
-       "      <td>0.071205</td>\n",
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-       "      <td>7.120492e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11407</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11408</th>\n",
-       "      <td>0.306038</td>\n",
-       "      <td>0.306934</td>\n",
-       "      <td>-8.962070e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11409</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11413</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>11414</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11415</th>\n",
-       "      <td>0.193270</td>\n",
-       "      <td>0.203229</td>\n",
-       "      <td>-9.958419e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11417</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11418</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11419</th>\n",
-       "      <td>0.007295</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.295399e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11426</th>\n",
-       "      <td>0.129185</td>\n",
-       "      <td>0.132927</td>\n",
-       "      <td>-3.742542e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11428</th>\n",
-       "      <td>0.120101</td>\n",
-       "      <td>0.122985</td>\n",
-       "      <td>-2.884384e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11431</th>\n",
-       "      <td>0.092068</td>\n",
-       "      <td>0.092810</td>\n",
-       "      <td>-7.419663e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11433</th>\n",
-       "      <td>0.340538</td>\n",
-       "      <td>0.343748</td>\n",
-       "      <td>-3.209471e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11440</th>\n",
-       "      <td>0.189993</td>\n",
-       "      <td>0.199903</td>\n",
-       "      <td>-9.910412e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11443</th>\n",
-       "      <td>0.057610</td>\n",
-       "      <td>0.057561</td>\n",
-       "      <td>4.848454e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11444</th>\n",
-       "      <td>0.177694</td>\n",
-       "      <td>0.178981</td>\n",
-       "      <td>-1.286577e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11447</th>\n",
-       "      <td>0.290148</td>\n",
-       "      <td>0.294504</td>\n",
-       "      <td>-4.356191e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11451</th>\n",
-       "      <td>0.145867</td>\n",
-       "      <td>0.146618</td>\n",
-       "      <td>-7.513559e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11453</th>\n",
-       "      <td>0.070944</td>\n",
-       "      <td>0.046608</td>\n",
-       "      <td>2.433595e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11454</th>\n",
-       "      <td>0.007792</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.792227e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11457</th>\n",
-       "      <td>0.165719</td>\n",
-       "      <td>0.164135</td>\n",
-       "      <td>1.583751e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11459</th>\n",
-       "      <td>0.421513</td>\n",
-       "      <td>0.435522</td>\n",
-       "      <td>-1.400938e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11462</th>\n",
-       "      <td>0.010471</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.047050e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11469</th>\n",
-       "      <td>0.093816</td>\n",
-       "      <td>0.104234</td>\n",
-       "      <td>-1.041808e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11474</th>\n",
-       "      <td>0.239646</td>\n",
-       "      <td>0.246288</td>\n",
-       "      <td>-6.641737e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11480</th>\n",
-       "      <td>0.162547</td>\n",
-       "      <td>0.162684</td>\n",
-       "      <td>-1.366154e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11488</th>\n",
-       "      <td>0.007379</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.378667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11490</th>\n",
-       "      <td>0.176176</td>\n",
-       "      <td>0.173328</td>\n",
-       "      <td>2.848839e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11495</th>\n",
-       "      <td>0.209889</td>\n",
-       "      <td>0.215107</td>\n",
-       "      <td>-5.218898e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11500</th>\n",
-       "      <td>0.577570</td>\n",
-       "      <td>0.573858</td>\n",
-       "      <td>3.711907e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11509</th>\n",
-       "      <td>0.212219</td>\n",
-       "      <td>0.211653</td>\n",
-       "      <td>5.665335e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11511</th>\n",
-       "      <td>0.171524</td>\n",
-       "      <td>0.169843</td>\n",
-       "      <td>1.680768e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11519</th>\n",
-       "      <td>0.011369</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.136886e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11520</th>\n",
-       "      <td>0.091445</td>\n",
-       "      <td>0.095557</td>\n",
-       "      <td>-4.111983e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11521</th>\n",
-       "      <td>0.095482</td>\n",
-       "      <td>0.097945</td>\n",
-       "      <td>-2.463039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11523</th>\n",
-       "      <td>0.111595</td>\n",
-       "      <td>0.113664</td>\n",
-       "      <td>-2.068793e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11524</th>\n",
-       "      <td>0.106296</td>\n",
-       "      <td>0.097036</td>\n",
-       "      <td>9.260364e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11529</th>\n",
-       "      <td>0.165698</td>\n",
-       "      <td>0.152297</td>\n",
-       "      <td>1.340081e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11536</th>\n",
-       "      <td>0.012299</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.229925e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11542</th>\n",
-       "      <td>0.106194</td>\n",
-       "      <td>0.106498</td>\n",
-       "      <td>-3.036404e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11544</th>\n",
-       "      <td>0.194676</td>\n",
-       "      <td>0.195334</td>\n",
-       "      <td>-6.576011e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11546</th>\n",
-       "      <td>0.077196</td>\n",
-       "      <td>0.077978</td>\n",
-       "      <td>-7.823306e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11550</th>\n",
-       "      <td>0.145212</td>\n",
-       "      <td>0.154017</td>\n",
-       "      <td>-8.805134e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11557</th>\n",
-       "      <td>0.198231</td>\n",
-       "      <td>0.196888</td>\n",
-       "      <td>1.343107e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11560</th>\n",
-       "      <td>0.227853</td>\n",
-       "      <td>0.241993</td>\n",
-       "      <td>-1.413955e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11564</th>\n",
-       "      <td>0.204572</td>\n",
-       "      <td>0.205775</td>\n",
-       "      <td>-1.203130e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11565</th>\n",
-       "      <td>0.009230</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.230379e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11569</th>\n",
-       "      <td>0.103478</td>\n",
-       "      <td>0.110926</td>\n",
-       "      <td>-7.448642e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11570</th>\n",
-       "      <td>0.240599</td>\n",
-       "      <td>0.239671</td>\n",
-       "      <td>9.287814e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11571</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11572</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11573</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11574</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11576</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11578</th>\n",
-       "      <td>0.200962</td>\n",
-       "      <td>0.216932</td>\n",
-       "      <td>-1.596955e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11579</th>\n",
-       "      <td>0.156731</td>\n",
-       "      <td>0.155644</td>\n",
-       "      <td>1.087373e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11580</th>\n",
-       "      <td>0.115240</td>\n",
-       "      <td>0.113165</td>\n",
-       "      <td>2.074546e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11581</th>\n",
-       "      <td>0.289747</td>\n",
-       "      <td>0.289739</td>\n",
-       "      <td>7.519870e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11592</th>\n",
-       "      <td>0.010225</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.022543e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11593</th>\n",
-       "      <td>0.242253</td>\n",
-       "      <td>0.242895</td>\n",
-       "      <td>-6.419619e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11607</th>\n",
-       "      <td>0.131461</td>\n",
-       "      <td>0.141989</td>\n",
-       "      <td>-1.052856e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11612</th>\n",
-       "      <td>0.029210</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.920971e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11613</th>\n",
-       "      <td>0.388668</td>\n",
-       "      <td>0.399480</td>\n",
-       "      <td>-1.081157e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11622</th>\n",
-       "      <td>0.216693</td>\n",
-       "      <td>0.217076</td>\n",
-       "      <td>-3.825333e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11629</th>\n",
-       "      <td>0.078948</td>\n",
-       "      <td>0.083807</td>\n",
-       "      <td>-4.859085e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11630</th>\n",
-       "      <td>0.134227</td>\n",
-       "      <td>0.140504</td>\n",
-       "      <td>-6.276480e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11631</th>\n",
-       "      <td>0.221082</td>\n",
-       "      <td>0.214030</td>\n",
-       "      <td>7.052614e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11643</th>\n",
-       "      <td>0.123676</td>\n",
-       "      <td>0.124359</td>\n",
-       "      <td>-6.824019e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11644</th>\n",
-       "      <td>0.161376</td>\n",
-       "      <td>0.160593</td>\n",
-       "      <td>7.833414e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11651</th>\n",
-       "      <td>0.201626</td>\n",
-       "      <td>0.198023</td>\n",
-       "      <td>3.603171e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11653</th>\n",
-       "      <td>0.177851</td>\n",
-       "      <td>0.170797</td>\n",
-       "      <td>7.053585e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11657</th>\n",
-       "      <td>0.326511</td>\n",
-       "      <td>0.325679</td>\n",
-       "      <td>8.321355e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11661</th>\n",
-       "      <td>0.186330</td>\n",
-       "      <td>0.191593</td>\n",
-       "      <td>-5.262842e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11662</th>\n",
-       "      <td>0.191937</td>\n",
-       "      <td>0.191806</td>\n",
-       "      <td>1.312209e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11674</th>\n",
-       "      <td>0.514507</td>\n",
-       "      <td>0.524640</td>\n",
-       "      <td>-1.013250e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11675</th>\n",
-       "      <td>0.243593</td>\n",
-       "      <td>0.252305</td>\n",
-       "      <td>-8.712234e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11681</th>\n",
-       "      <td>0.103075</td>\n",
-       "      <td>0.102155</td>\n",
-       "      <td>9.207383e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11682</th>\n",
-       "      <td>0.116990</td>\n",
-       "      <td>0.118952</td>\n",
-       "      <td>-1.961495e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11693</th>\n",
-       "      <td>0.124466</td>\n",
-       "      <td>0.126322</td>\n",
-       "      <td>-1.856007e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11695</th>\n",
-       "      <td>0.417971</td>\n",
-       "      <td>0.421734</td>\n",
-       "      <td>-3.762978e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11696</th>\n",
-       "      <td>0.149625</td>\n",
-       "      <td>0.152887</td>\n",
-       "      <td>-3.262895e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11699</th>\n",
-       "      <td>0.234617</td>\n",
-       "      <td>0.238048</td>\n",
-       "      <td>-3.430861e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11700</th>\n",
-       "      <td>0.218642</td>\n",
-       "      <td>0.224303</td>\n",
-       "      <td>-5.661374e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11702</th>\n",
-       "      <td>0.205971</td>\n",
-       "      <td>0.209560</td>\n",
-       "      <td>-3.589274e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11703</th>\n",
-       "      <td>0.012724</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.272365e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11704</th>\n",
-       "      <td>0.145118</td>\n",
-       "      <td>0.149850</td>\n",
-       "      <td>-4.731274e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11705</th>\n",
-       "      <td>0.397210</td>\n",
-       "      <td>0.401446</td>\n",
-       "      <td>-4.236717e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11707</th>\n",
-       "      <td>0.150970</td>\n",
-       "      <td>0.152859</td>\n",
-       "      <td>-1.888724e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11708</th>\n",
-       "      <td>0.242061</td>\n",
-       "      <td>0.244969</td>\n",
-       "      <td>-2.908686e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11709</th>\n",
-       "      <td>0.356790</td>\n",
-       "      <td>0.357862</td>\n",
-       "      <td>-1.072476e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11713</th>\n",
-       "      <td>0.358926</td>\n",
-       "      <td>0.362431</td>\n",
-       "      <td>-3.504815e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11714</th>\n",
-       "      <td>0.187359</td>\n",
-       "      <td>0.187667</td>\n",
-       "      <td>-3.084514e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11718</th>\n",
-       "      <td>0.319016</td>\n",
-       "      <td>0.319253</td>\n",
-       "      <td>-2.366377e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11719</th>\n",
-       "      <td>0.134830</td>\n",
-       "      <td>0.142304</td>\n",
-       "      <td>-7.473778e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11721</th>\n",
-       "      <td>0.281728</td>\n",
-       "      <td>0.285410</td>\n",
-       "      <td>-3.681527e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11722</th>\n",
-       "      <td>0.246264</td>\n",
-       "      <td>0.245997</td>\n",
-       "      <td>2.671040e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11725</th>\n",
-       "      <td>0.051527</td>\n",
-       "      <td>0.057120</td>\n",
-       "      <td>-5.592550e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11728</th>\n",
-       "      <td>0.230797</td>\n",
-       "      <td>0.232607</td>\n",
-       "      <td>-1.809590e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11744</th>\n",
-       "      <td>0.213006</td>\n",
-       "      <td>0.218703</td>\n",
-       "      <td>-5.697116e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11745</th>\n",
-       "      <td>0.151956</td>\n",
-       "      <td>0.156407</td>\n",
-       "      <td>-4.450762e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11746</th>\n",
-       "      <td>0.023413</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.341316e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11756</th>\n",
-       "      <td>0.192419</td>\n",
-       "      <td>0.192737</td>\n",
-       "      <td>-3.187069e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11759</th>\n",
-       "      <td>0.475823</td>\n",
-       "      <td>0.475348</td>\n",
-       "      <td>4.752565e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11762</th>\n",
-       "      <td>0.044126</td>\n",
-       "      <td>0.049249</td>\n",
-       "      <td>-5.123282e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11765</th>\n",
-       "      <td>0.171548</td>\n",
-       "      <td>0.170141</td>\n",
-       "      <td>1.406566e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11766</th>\n",
-       "      <td>0.187863</td>\n",
-       "      <td>0.187364</td>\n",
-       "      <td>4.991145e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11772</th>\n",
-       "      <td>0.178353</td>\n",
-       "      <td>0.183448</td>\n",
-       "      <td>-5.095231e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11778</th>\n",
-       "      <td>0.285072</td>\n",
-       "      <td>0.284594</td>\n",
-       "      <td>4.775628e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11779</th>\n",
-       "      <td>0.192334</td>\n",
-       "      <td>0.207073</td>\n",
-       "      <td>-1.473889e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11785</th>\n",
-       "      <td>0.016871</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.687140e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11788</th>\n",
-       "      <td>0.012914</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.291436e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11790</th>\n",
-       "      <td>0.024812</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.481228e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11795</th>\n",
-       "      <td>0.124029</td>\n",
-       "      <td>0.120071</td>\n",
-       "      <td>3.957318e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11808</th>\n",
-       "      <td>0.189616</td>\n",
-       "      <td>0.190774</td>\n",
-       "      <td>-1.158102e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11811</th>\n",
-       "      <td>0.266347</td>\n",
-       "      <td>0.265206</td>\n",
-       "      <td>1.141761e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11814</th>\n",
-       "      <td>0.117842</td>\n",
-       "      <td>0.146236</td>\n",
-       "      <td>-2.839332e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11815</th>\n",
-       "      <td>0.123543</td>\n",
-       "      <td>0.127173</td>\n",
-       "      <td>-3.629225e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11816</th>\n",
-       "      <td>0.245600</td>\n",
-       "      <td>0.243476</td>\n",
-       "      <td>2.124264e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11818</th>\n",
-       "      <td>0.143859</td>\n",
-       "      <td>0.147988</td>\n",
-       "      <td>-4.128674e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11821</th>\n",
-       "      <td>0.215407</td>\n",
-       "      <td>0.225615</td>\n",
-       "      <td>-1.020813e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11826</th>\n",
-       "      <td>0.013471</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.347122e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11827</th>\n",
-       "      <td>0.010576</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.057589e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11828</th>\n",
-       "      <td>0.236919</td>\n",
-       "      <td>0.242683</td>\n",
-       "      <td>-5.763339e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11833</th>\n",
-       "      <td>0.304329</td>\n",
-       "      <td>0.304957</td>\n",
-       "      <td>-6.283173e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11839</th>\n",
-       "      <td>0.156019</td>\n",
-       "      <td>0.160202</td>\n",
-       "      <td>-4.182518e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11855</th>\n",
-       "      <td>0.584259</td>\n",
-       "      <td>0.589311</td>\n",
-       "      <td>-5.052576e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11858</th>\n",
-       "      <td>0.026903</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.690253e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11860</th>\n",
-       "      <td>0.144042</td>\n",
-       "      <td>0.148740</td>\n",
-       "      <td>-4.698743e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11861</th>\n",
-       "      <td>0.128061</td>\n",
-       "      <td>0.126480</td>\n",
-       "      <td>1.580262e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11864</th>\n",
-       "      <td>0.105882</td>\n",
-       "      <td>0.107442</td>\n",
-       "      <td>-1.560539e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11882</th>\n",
-       "      <td>0.261829</td>\n",
-       "      <td>0.261061</td>\n",
-       "      <td>7.682843e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11887</th>\n",
-       "      <td>0.062741</td>\n",
-       "      <td>0.059287</td>\n",
-       "      <td>3.453677e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11891</th>\n",
-       "      <td>0.354741</td>\n",
-       "      <td>0.353119</td>\n",
-       "      <td>1.621066e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11893</th>\n",
-       "      <td>0.125623</td>\n",
-       "      <td>0.127427</td>\n",
-       "      <td>-1.803469e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11896</th>\n",
-       "      <td>0.165611</td>\n",
-       "      <td>0.171229</td>\n",
-       "      <td>-5.618285e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11897</th>\n",
-       "      <td>0.218010</td>\n",
-       "      <td>0.218417</td>\n",
-       "      <td>-4.070886e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11902</th>\n",
-       "      <td>0.014135</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.413481e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11903</th>\n",
-       "      <td>0.007382</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.382280e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11904</th>\n",
-       "      <td>0.155846</td>\n",
-       "      <td>0.160296</td>\n",
-       "      <td>-4.449761e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11906</th>\n",
-       "      <td>0.291994</td>\n",
-       "      <td>0.291234</td>\n",
-       "      <td>7.604904e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11910</th>\n",
-       "      <td>0.417214</td>\n",
-       "      <td>0.425777</td>\n",
-       "      <td>-8.563118e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11919</th>\n",
-       "      <td>0.084765</td>\n",
-       "      <td>0.097413</td>\n",
-       "      <td>-1.264835e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11934</th>\n",
-       "      <td>0.698037</td>\n",
-       "      <td>0.705788</td>\n",
-       "      <td>-7.751254e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11936</th>\n",
-       "      <td>0.143342</td>\n",
-       "      <td>0.145100</td>\n",
-       "      <td>-1.758532e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11948</th>\n",
-       "      <td>0.357730</td>\n",
-       "      <td>0.373136</td>\n",
-       "      <td>-1.540602e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11949</th>\n",
-       "      <td>0.159525</td>\n",
-       "      <td>0.159818</td>\n",
-       "      <td>-2.925461e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11952</th>\n",
-       "      <td>0.011311</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.131074e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11954</th>\n",
-       "      <td>0.305665</td>\n",
-       "      <td>0.304717</td>\n",
-       "      <td>9.471442e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11958</th>\n",
-       "      <td>0.197127</td>\n",
-       "      <td>0.193271</td>\n",
-       "      <td>3.856194e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11960</th>\n",
-       "      <td>0.515829</td>\n",
-       "      <td>0.520861</td>\n",
-       "      <td>-5.032073e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11963</th>\n",
-       "      <td>0.259579</td>\n",
-       "      <td>0.254990</td>\n",
-       "      <td>4.589394e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11967</th>\n",
-       "      <td>0.079376</td>\n",
-       "      <td>0.074919</td>\n",
-       "      <td>4.457031e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11968</th>\n",
-       "      <td>0.125600</td>\n",
-       "      <td>0.127678</td>\n",
-       "      <td>-2.078357e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11971</th>\n",
-       "      <td>0.119141</td>\n",
-       "      <td>0.126181</td>\n",
-       "      <td>-7.039737e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11981</th>\n",
-       "      <td>0.104540</td>\n",
-       "      <td>0.107406</td>\n",
-       "      <td>-2.866628e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11983</th>\n",
-       "      <td>0.103540</td>\n",
-       "      <td>0.131284</td>\n",
-       "      <td>-2.774397e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11985</th>\n",
-       "      <td>0.276467</td>\n",
-       "      <td>0.278954</td>\n",
-       "      <td>-2.487313e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11989</th>\n",
-       "      <td>0.240036</td>\n",
-       "      <td>0.251900</td>\n",
-       "      <td>-1.186456e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11992</th>\n",
-       "      <td>0.018155</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.815511e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11994</th>\n",
-       "      <td>0.199344</td>\n",
-       "      <td>0.211996</td>\n",
-       "      <td>-1.265173e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12001</th>\n",
-       "      <td>0.019806</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.980589e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12007</th>\n",
-       "      <td>0.012369</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.236934e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12012</th>\n",
-       "      <td>0.197615</td>\n",
-       "      <td>0.193956</td>\n",
-       "      <td>3.658583e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12014</th>\n",
-       "      <td>0.008490</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.490420e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12016</th>\n",
-       "      <td>0.007361</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.361346e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12019</th>\n",
-       "      <td>0.015043</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.504297e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12020</th>\n",
-       "      <td>0.155069</td>\n",
-       "      <td>0.154474</td>\n",
-       "      <td>5.956694e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12021</th>\n",
-       "      <td>0.048113</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.811332e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12024</th>\n",
-       "      <td>0.017559</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.755915e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12026</th>\n",
-       "      <td>0.077681</td>\n",
-       "      <td>0.073462</td>\n",
-       "      <td>4.218147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12029</th>\n",
-       "      <td>0.036979</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.697926e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12040</th>\n",
-       "      <td>0.102911</td>\n",
-       "      <td>0.103113</td>\n",
-       "      <td>-2.019481e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12043</th>\n",
-       "      <td>0.178343</td>\n",
-       "      <td>0.173410</td>\n",
-       "      <td>4.932727e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12049</th>\n",
-       "      <td>0.022911</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.291125e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12056</th>\n",
-       "      <td>0.121623</td>\n",
-       "      <td>0.122313</td>\n",
-       "      <td>-6.896998e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12065</th>\n",
-       "      <td>0.126042</td>\n",
-       "      <td>0.120733</td>\n",
-       "      <td>5.308296e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12067</th>\n",
-       "      <td>0.491526</td>\n",
-       "      <td>0.487282</td>\n",
-       "      <td>4.244010e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12075</th>\n",
-       "      <td>0.041538</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.153762e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12086</th>\n",
-       "      <td>0.210073</td>\n",
-       "      <td>0.211157</td>\n",
-       "      <td>-1.083618e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12090</th>\n",
-       "      <td>0.224418</td>\n",
-       "      <td>0.232318</td>\n",
-       "      <td>-7.899465e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12092</th>\n",
-       "      <td>0.150979</td>\n",
-       "      <td>0.155532</td>\n",
-       "      <td>-4.552935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12098</th>\n",
-       "      <td>0.162081</td>\n",
-       "      <td>0.165688</td>\n",
-       "      <td>-3.607153e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12099</th>\n",
-       "      <td>0.189170</td>\n",
-       "      <td>0.199419</td>\n",
-       "      <td>-1.024988e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12100</th>\n",
-       "      <td>0.329111</td>\n",
-       "      <td>0.325668</td>\n",
-       "      <td>3.443382e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12114</th>\n",
-       "      <td>0.108011</td>\n",
-       "      <td>0.111212</td>\n",
-       "      <td>-3.201063e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12115</th>\n",
-       "      <td>0.224790</td>\n",
-       "      <td>0.221702</td>\n",
-       "      <td>3.088619e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12116</th>\n",
-       "      <td>0.193504</td>\n",
-       "      <td>0.195104</td>\n",
-       "      <td>-1.599333e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12119</th>\n",
-       "      <td>0.249793</td>\n",
-       "      <td>0.250284</td>\n",
-       "      <td>-4.911227e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12121</th>\n",
-       "      <td>0.191011</td>\n",
-       "      <td>0.211476</td>\n",
-       "      <td>-2.046508e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12122</th>\n",
-       "      <td>0.070140</td>\n",
-       "      <td>0.070217</td>\n",
-       "      <td>-7.688201e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12124</th>\n",
-       "      <td>0.008381</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.380668e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12125</th>\n",
-       "      <td>0.105710</td>\n",
-       "      <td>0.107127</td>\n",
-       "      <td>-1.417208e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>12128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12130</th>\n",
-       "      <td>0.146755</td>\n",
-       "      <td>0.147139</td>\n",
-       "      <td>-3.843922e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12136</th>\n",
-       "      <td>0.011501</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.150150e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12149</th>\n",
-       "      <td>0.008910</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.910447e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12151</th>\n",
-       "      <td>0.016502</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.650165e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12152</th>\n",
-       "      <td>0.212654</td>\n",
-       "      <td>0.224741</td>\n",
-       "      <td>-1.208671e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12153</th>\n",
-       "      <td>0.018107</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.810721e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12156</th>\n",
-       "      <td>0.060718</td>\n",
-       "      <td>0.057565</td>\n",
-       "      <td>3.153416e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12157</th>\n",
-       "      <td>0.177507</td>\n",
-       "      <td>0.174507</td>\n",
-       "      <td>3.000801e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12162</th>\n",
-       "      <td>0.012830</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.283048e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12163</th>\n",
-       "      <td>0.224064</td>\n",
-       "      <td>0.227254</td>\n",
-       "      <td>-3.190429e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12165</th>\n",
-       "      <td>0.186145</td>\n",
-       "      <td>0.191804</td>\n",
-       "      <td>-5.659087e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12169</th>\n",
-       "      <td>0.150042</td>\n",
-       "      <td>0.154453</td>\n",
-       "      <td>-4.410943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12172</th>\n",
-       "      <td>0.065821</td>\n",
-       "      <td>0.069779</td>\n",
-       "      <td>-3.958736e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12178</th>\n",
-       "      <td>0.135807</td>\n",
-       "      <td>0.136879</td>\n",
-       "      <td>-1.072030e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12182</th>\n",
-       "      <td>0.148129</td>\n",
-       "      <td>0.150885</td>\n",
-       "      <td>-2.756189e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12184</th>\n",
-       "      <td>0.225054</td>\n",
-       "      <td>0.220399</td>\n",
-       "      <td>4.654409e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12186</th>\n",
-       "      <td>0.106972</td>\n",
-       "      <td>0.106399</td>\n",
-       "      <td>5.727485e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12187</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12190</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12192</th>\n",
-       "      <td>0.070100</td>\n",
-       "      <td>0.068419</td>\n",
-       "      <td>1.680925e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12193</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12194</th>\n",
-       "      <td>0.047151</td>\n",
-       "      <td>0.048842</td>\n",
-       "      <td>-1.691055e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12195</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12196</th>\n",
-       "      <td>0.100917</td>\n",
-       "      <td>0.098811</td>\n",
-       "      <td>2.105355e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12197</th>\n",
-       "      <td>0.381692</td>\n",
-       "      <td>0.383215</td>\n",
-       "      <td>-1.522696e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12198</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12199</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12200</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12201</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>12202</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12203</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12204</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12205</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12206</th>\n",
-       "      <td>0.172194</td>\n",
-       "      <td>0.171839</td>\n",
-       "      <td>3.544418e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12223</th>\n",
-       "      <td>0.089635</td>\n",
-       "      <td>0.092115</td>\n",
-       "      <td>-2.479642e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12229</th>\n",
-       "      <td>0.197709</td>\n",
-       "      <td>0.198048</td>\n",
-       "      <td>-3.390119e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12232</th>\n",
-       "      <td>0.244879</td>\n",
-       "      <td>0.248844</td>\n",
-       "      <td>-3.964841e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12233</th>\n",
-       "      <td>0.449850</td>\n",
-       "      <td>0.448828</td>\n",
-       "      <td>1.022055e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12236</th>\n",
-       "      <td>0.014764</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.476406e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12237</th>\n",
-       "      <td>0.159092</td>\n",
-       "      <td>0.164564</td>\n",
-       "      <td>-5.472645e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12243</th>\n",
-       "      <td>0.152943</td>\n",
-       "      <td>0.152814</td>\n",
-       "      <td>1.297036e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12252</th>\n",
-       "      <td>0.228871</td>\n",
-       "      <td>0.231879</td>\n",
-       "      <td>-3.008074e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12258</th>\n",
-       "      <td>0.191121</td>\n",
-       "      <td>0.199143</td>\n",
-       "      <td>-8.022532e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12259</th>\n",
-       "      <td>0.070998</td>\n",
-       "      <td>0.075001</td>\n",
-       "      <td>-4.002975e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12272</th>\n",
-       "      <td>0.325831</td>\n",
-       "      <td>0.332555</td>\n",
-       "      <td>-6.723963e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12273</th>\n",
-       "      <td>0.170978</td>\n",
-       "      <td>0.169677</td>\n",
-       "      <td>1.300216e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12277</th>\n",
-       "      <td>0.017052</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.705194e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12283</th>\n",
-       "      <td>0.051945</td>\n",
-       "      <td>0.055929</td>\n",
-       "      <td>-3.983646e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12285</th>\n",
-       "      <td>0.115967</td>\n",
-       "      <td>0.117111</td>\n",
-       "      <td>-1.144090e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12290</th>\n",
-       "      <td>0.183656</td>\n",
-       "      <td>0.180653</td>\n",
-       "      <td>3.002603e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12302</th>\n",
-       "      <td>0.012780</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.278026e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12303</th>\n",
-       "      <td>0.316009</td>\n",
-       "      <td>0.318606</td>\n",
-       "      <td>-2.597639e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12307</th>\n",
-       "      <td>0.081229</td>\n",
-       "      <td>0.075778</td>\n",
-       "      <td>5.450420e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12308</th>\n",
-       "      <td>0.168896</td>\n",
-       "      <td>0.164315</td>\n",
-       "      <td>4.581371e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12310</th>\n",
-       "      <td>0.078117</td>\n",
-       "      <td>0.079065</td>\n",
-       "      <td>-9.487585e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12313</th>\n",
-       "      <td>0.151950</td>\n",
-       "      <td>0.159974</td>\n",
-       "      <td>-8.024776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12317</th>\n",
-       "      <td>0.193171</td>\n",
-       "      <td>0.213344</td>\n",
-       "      <td>-2.017218e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12318</th>\n",
-       "      <td>0.407523</td>\n",
-       "      <td>0.411895</td>\n",
-       "      <td>-4.371596e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12321</th>\n",
-       "      <td>0.110271</td>\n",
-       "      <td>0.111432</td>\n",
-       "      <td>-1.160799e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12331</th>\n",
-       "      <td>0.309828</td>\n",
-       "      <td>0.323278</td>\n",
-       "      <td>-1.344994e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12333</th>\n",
-       "      <td>0.123491</td>\n",
-       "      <td>0.130247</td>\n",
-       "      <td>-6.755637e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12337</th>\n",
-       "      <td>0.013185</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.318541e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12343</th>\n",
-       "      <td>0.018148</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.814824e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12350</th>\n",
-       "      <td>0.213810</td>\n",
-       "      <td>0.216488</td>\n",
-       "      <td>-2.677963e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12355</th>\n",
-       "      <td>0.010912</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.091233e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12357</th>\n",
-       "      <td>0.128050</td>\n",
-       "      <td>0.128158</td>\n",
-       "      <td>-1.075013e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12358</th>\n",
-       "      <td>0.167489</td>\n",
-       "      <td>0.172812</td>\n",
-       "      <td>-5.322723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12359</th>\n",
-       "      <td>0.171553</td>\n",
-       "      <td>0.172164</td>\n",
-       "      <td>-6.108716e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12362</th>\n",
-       "      <td>0.104059</td>\n",
-       "      <td>0.109172</td>\n",
-       "      <td>-5.112353e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12364</th>\n",
-       "      <td>0.152354</td>\n",
-       "      <td>0.151663</td>\n",
-       "      <td>6.912419e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12367</th>\n",
-       "      <td>0.148646</td>\n",
-       "      <td>0.150475</td>\n",
-       "      <td>-1.828886e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12368</th>\n",
-       "      <td>0.247283</td>\n",
-       "      <td>0.245590</td>\n",
-       "      <td>1.693089e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12369</th>\n",
-       "      <td>0.051088</td>\n",
-       "      <td>0.049543</td>\n",
-       "      <td>1.544633e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12370</th>\n",
-       "      <td>0.073345</td>\n",
-       "      <td>0.065078</td>\n",
-       "      <td>8.266545e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12374</th>\n",
-       "      <td>0.121263</td>\n",
-       "      <td>0.117489</td>\n",
-       "      <td>3.774384e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12385</th>\n",
-       "      <td>0.330203</td>\n",
-       "      <td>0.335924</td>\n",
-       "      <td>-5.721298e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12386</th>\n",
-       "      <td>0.015278</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.527774e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12392</th>\n",
-       "      <td>0.008570</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.569648e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12393</th>\n",
-       "      <td>0.185044</td>\n",
-       "      <td>0.182838</td>\n",
-       "      <td>2.206749e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12396</th>\n",
-       "      <td>0.164952</td>\n",
-       "      <td>0.164638</td>\n",
-       "      <td>3.141342e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12405</th>\n",
-       "      <td>0.105050</td>\n",
-       "      <td>0.106928</td>\n",
-       "      <td>-1.878362e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12406</th>\n",
-       "      <td>0.135142</td>\n",
-       "      <td>0.127110</td>\n",
-       "      <td>8.031490e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12412</th>\n",
-       "      <td>0.255038</td>\n",
-       "      <td>0.262620</td>\n",
-       "      <td>-7.582496e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12420</th>\n",
-       "      <td>0.007125</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.124535e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12427</th>\n",
-       "      <td>0.125940</td>\n",
-       "      <td>0.127294</td>\n",
-       "      <td>-1.353796e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12430</th>\n",
-       "      <td>0.140654</td>\n",
-       "      <td>0.139263</td>\n",
-       "      <td>1.390833e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12432</th>\n",
-       "      <td>0.150950</td>\n",
-       "      <td>0.151144</td>\n",
-       "      <td>-1.942629e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12434</th>\n",
-       "      <td>0.012592</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.259157e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12435</th>\n",
-       "      <td>0.155613</td>\n",
-       "      <td>0.150321</td>\n",
-       "      <td>5.292247e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12438</th>\n",
-       "      <td>0.158391</td>\n",
-       "      <td>0.160060</td>\n",
-       "      <td>-1.668997e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12439</th>\n",
-       "      <td>0.099148</td>\n",
-       "      <td>0.102525</td>\n",
-       "      <td>-3.377125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12441</th>\n",
-       "      <td>0.280405</td>\n",
-       "      <td>0.283832</td>\n",
-       "      <td>-3.426948e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12442</th>\n",
-       "      <td>0.007005</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.004930e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12443</th>\n",
-       "      <td>0.009649</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.649137e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12448</th>\n",
-       "      <td>0.012271</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.227073e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12449</th>\n",
-       "      <td>0.152922</td>\n",
-       "      <td>0.164604</td>\n",
-       "      <td>-1.168259e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12450</th>\n",
-       "      <td>0.018509</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.850905e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12461</th>\n",
-       "      <td>0.268396</td>\n",
-       "      <td>0.269551</td>\n",
-       "      <td>-1.155149e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12469</th>\n",
-       "      <td>0.121883</td>\n",
-       "      <td>0.122289</td>\n",
-       "      <td>-4.061052e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12470</th>\n",
-       "      <td>0.201463</td>\n",
-       "      <td>0.185709</td>\n",
-       "      <td>1.575474e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12477</th>\n",
-       "      <td>0.214993</td>\n",
-       "      <td>0.215804</td>\n",
-       "      <td>-8.104164e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12483</th>\n",
-       "      <td>0.118041</td>\n",
-       "      <td>0.126655</td>\n",
-       "      <td>-8.614122e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12486</th>\n",
-       "      <td>0.713269</td>\n",
-       "      <td>0.714733</td>\n",
-       "      <td>-1.463982e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12488</th>\n",
-       "      <td>0.031952</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.195241e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12490</th>\n",
-       "      <td>0.045808</td>\n",
-       "      <td>0.048193</td>\n",
-       "      <td>-2.384424e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12493</th>\n",
-       "      <td>0.053280</td>\n",
-       "      <td>0.055123</td>\n",
-       "      <td>-1.842908e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12494</th>\n",
-       "      <td>0.164227</td>\n",
-       "      <td>0.165682</td>\n",
-       "      <td>-1.454804e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12498</th>\n",
-       "      <td>0.113426</td>\n",
-       "      <td>0.113360</td>\n",
-       "      <td>6.649085e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12502</th>\n",
-       "      <td>0.076493</td>\n",
-       "      <td>0.081509</td>\n",
-       "      <td>-5.016523e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12503</th>\n",
-       "      <td>0.080856</td>\n",
-       "      <td>0.083540</td>\n",
-       "      <td>-2.683729e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12504</th>\n",
-       "      <td>0.133497</td>\n",
-       "      <td>0.134103</td>\n",
-       "      <td>-6.056856e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12512</th>\n",
-       "      <td>0.007483</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.483236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12520</th>\n",
-       "      <td>0.239845</td>\n",
-       "      <td>0.230619</td>\n",
-       "      <td>9.226288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12521</th>\n",
-       "      <td>0.105036</td>\n",
-       "      <td>0.100466</td>\n",
-       "      <td>4.570140e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12522</th>\n",
-       "      <td>0.312392</td>\n",
-       "      <td>0.320246</td>\n",
-       "      <td>-7.854235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12528</th>\n",
-       "      <td>0.417717</td>\n",
-       "      <td>0.416795</td>\n",
-       "      <td>9.216193e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12530</th>\n",
-       "      <td>0.069925</td>\n",
-       "      <td>0.072279</td>\n",
-       "      <td>-2.353253e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12532</th>\n",
-       "      <td>0.021797</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.179692e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12533</th>\n",
-       "      <td>0.142259</td>\n",
-       "      <td>0.137980</td>\n",
-       "      <td>4.279845e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12535</th>\n",
-       "      <td>0.254347</td>\n",
-       "      <td>0.255817</td>\n",
-       "      <td>-1.470085e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12538</th>\n",
-       "      <td>0.462975</td>\n",
-       "      <td>0.464326</td>\n",
-       "      <td>-1.351054e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12540</th>\n",
-       "      <td>0.119885</td>\n",
-       "      <td>0.116954</td>\n",
-       "      <td>2.931657e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12541</th>\n",
-       "      <td>0.180211</td>\n",
-       "      <td>0.190922</td>\n",
-       "      <td>-1.071125e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12542</th>\n",
-       "      <td>0.060385</td>\n",
-       "      <td>0.054387</td>\n",
-       "      <td>5.997439e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12544</th>\n",
-       "      <td>0.217942</td>\n",
-       "      <td>0.216531</td>\n",
-       "      <td>1.411009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12547</th>\n",
-       "      <td>0.203392</td>\n",
-       "      <td>0.206208</td>\n",
-       "      <td>-2.815945e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12551</th>\n",
-       "      <td>0.008202</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.202104e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12552</th>\n",
-       "      <td>0.178752</td>\n",
-       "      <td>0.178035</td>\n",
-       "      <td>7.173026e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12555</th>\n",
-       "      <td>0.134943</td>\n",
-       "      <td>0.127668</td>\n",
-       "      <td>7.275340e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12558</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12563</th>\n",
-       "      <td>0.158842</td>\n",
-       "      <td>0.156307</td>\n",
-       "      <td>2.534185e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12565</th>\n",
-       "      <td>0.215003</td>\n",
-       "      <td>0.218523</td>\n",
-       "      <td>-3.519359e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12566</th>\n",
-       "      <td>0.404014</td>\n",
-       "      <td>0.412600</td>\n",
-       "      <td>-8.586039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12567</th>\n",
-       "      <td>0.076742</td>\n",
-       "      <td>0.076035</td>\n",
-       "      <td>7.070352e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12569</th>\n",
-       "      <td>0.142659</td>\n",
-       "      <td>0.141577</td>\n",
-       "      <td>1.081542e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12570</th>\n",
-       "      <td>0.007424</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.424205e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12571</th>\n",
-       "      <td>0.221096</td>\n",
-       "      <td>0.222887</td>\n",
-       "      <td>-1.790877e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12572</th>\n",
-       "      <td>0.083754</td>\n",
-       "      <td>0.084205</td>\n",
-       "      <td>-4.508097e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12574</th>\n",
-       "      <td>0.437440</td>\n",
-       "      <td>0.445309</td>\n",
-       "      <td>-7.869142e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12575</th>\n",
-       "      <td>0.213526</td>\n",
-       "      <td>0.230311</td>\n",
-       "      <td>-1.678572e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12583</th>\n",
-       "      <td>0.180185</td>\n",
-       "      <td>0.187167</td>\n",
-       "      <td>-6.982162e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12584</th>\n",
-       "      <td>0.144264</td>\n",
-       "      <td>0.142909</td>\n",
-       "      <td>1.355816e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12587</th>\n",
-       "      <td>0.226232</td>\n",
-       "      <td>0.207378</td>\n",
-       "      <td>1.885376e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12590</th>\n",
-       "      <td>0.229437</td>\n",
-       "      <td>0.228988</td>\n",
-       "      <td>4.482623e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12591</th>\n",
-       "      <td>0.156975</td>\n",
-       "      <td>0.156883</td>\n",
-       "      <td>9.167953e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12594</th>\n",
-       "      <td>0.258538</td>\n",
-       "      <td>0.263408</td>\n",
-       "      <td>-4.870405e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12595</th>\n",
-       "      <td>0.118294</td>\n",
-       "      <td>0.120411</td>\n",
-       "      <td>-2.117081e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12600</th>\n",
-       "      <td>0.166652</td>\n",
-       "      <td>0.166330</td>\n",
-       "      <td>3.218675e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12601</th>\n",
-       "      <td>0.498437</td>\n",
-       "      <td>0.502652</td>\n",
-       "      <td>-4.214946e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12602</th>\n",
-       "      <td>0.186796</td>\n",
-       "      <td>0.193316</td>\n",
-       "      <td>-6.520096e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12606</th>\n",
-       "      <td>0.278492</td>\n",
-       "      <td>0.278309</td>\n",
-       "      <td>1.829582e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12609</th>\n",
-       "      <td>0.091907</td>\n",
-       "      <td>0.091991</td>\n",
-       "      <td>-8.383316e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12613</th>\n",
-       "      <td>0.010674</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.067366e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12615</th>\n",
-       "      <td>0.105935</td>\n",
-       "      <td>0.108308</td>\n",
-       "      <td>-2.373004e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12617</th>\n",
-       "      <td>0.008800</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.800494e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12621</th>\n",
-       "      <td>0.324698</td>\n",
-       "      <td>0.339018</td>\n",
-       "      <td>-1.431989e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12622</th>\n",
-       "      <td>0.153463</td>\n",
-       "      <td>0.153687</td>\n",
-       "      <td>-2.242063e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12629</th>\n",
-       "      <td>0.202375</td>\n",
-       "      <td>0.166149</td>\n",
-       "      <td>3.622636e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12632</th>\n",
-       "      <td>0.083926</td>\n",
-       "      <td>0.081173</td>\n",
-       "      <td>2.752754e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12635</th>\n",
-       "      <td>0.024164</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.416430e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12636</th>\n",
-       "      <td>0.014452</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.445154e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12642</th>\n",
-       "      <td>0.179796</td>\n",
-       "      <td>0.182260</td>\n",
-       "      <td>-2.463755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12644</th>\n",
-       "      <td>0.145258</td>\n",
-       "      <td>0.144866</td>\n",
-       "      <td>3.924111e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12653</th>\n",
-       "      <td>0.218096</td>\n",
-       "      <td>0.217374</td>\n",
-       "      <td>7.221062e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12656</th>\n",
-       "      <td>0.188258</td>\n",
-       "      <td>0.188860</td>\n",
-       "      <td>-6.014826e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12659</th>\n",
-       "      <td>0.106146</td>\n",
-       "      <td>0.103815</td>\n",
-       "      <td>2.331439e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12661</th>\n",
-       "      <td>0.130470</td>\n",
-       "      <td>0.137010</td>\n",
-       "      <td>-6.540001e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12663</th>\n",
-       "      <td>0.169590</td>\n",
-       "      <td>0.169164</td>\n",
-       "      <td>4.254721e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12667</th>\n",
-       "      <td>0.424057</td>\n",
-       "      <td>0.430416</td>\n",
-       "      <td>-6.358920e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12668</th>\n",
-       "      <td>0.172579</td>\n",
-       "      <td>0.171878</td>\n",
-       "      <td>7.010052e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12669</th>\n",
-       "      <td>0.010050</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.005032e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12673</th>\n",
-       "      <td>0.141300</td>\n",
-       "      <td>0.144718</td>\n",
-       "      <td>-3.417739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12674</th>\n",
-       "      <td>0.012628</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.262817e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12690</th>\n",
-       "      <td>0.094464</td>\n",
-       "      <td>0.105575</td>\n",
-       "      <td>-1.111173e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12693</th>\n",
-       "      <td>0.177235</td>\n",
-       "      <td>0.178969</td>\n",
-       "      <td>-1.734337e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12698</th>\n",
-       "      <td>0.262559</td>\n",
-       "      <td>0.262601</td>\n",
-       "      <td>-4.221734e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12702</th>\n",
-       "      <td>0.120248</td>\n",
-       "      <td>0.124566</td>\n",
-       "      <td>-4.318209e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12706</th>\n",
-       "      <td>0.134395</td>\n",
-       "      <td>0.133121</td>\n",
-       "      <td>1.274080e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12707</th>\n",
-       "      <td>0.157556</td>\n",
-       "      <td>0.163250</td>\n",
-       "      <td>-5.693610e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12708</th>\n",
-       "      <td>0.058662</td>\n",
-       "      <td>0.063671</td>\n",
-       "      <td>-5.009675e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12710</th>\n",
-       "      <td>0.240833</td>\n",
-       "      <td>0.241474</td>\n",
-       "      <td>-6.411790e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12711</th>\n",
-       "      <td>0.031331</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.133102e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12712</th>\n",
-       "      <td>0.184372</td>\n",
-       "      <td>0.181020</td>\n",
-       "      <td>3.351720e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12713</th>\n",
-       "      <td>0.308944</td>\n",
-       "      <td>0.294417</td>\n",
-       "      <td>1.452711e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12715</th>\n",
-       "      <td>0.012260</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.225990e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12716</th>\n",
-       "      <td>0.512900</td>\n",
-       "      <td>0.522693</td>\n",
-       "      <td>-9.792964e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12717</th>\n",
-       "      <td>0.172241</td>\n",
-       "      <td>0.170380</td>\n",
-       "      <td>1.861495e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12719</th>\n",
-       "      <td>0.030114</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.011428e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12723</th>\n",
-       "      <td>0.184548</td>\n",
-       "      <td>0.189033</td>\n",
-       "      <td>-4.485054e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12724</th>\n",
-       "      <td>0.203655</td>\n",
-       "      <td>0.207034</td>\n",
-       "      <td>-3.379199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12725</th>\n",
-       "      <td>0.263031</td>\n",
-       "      <td>0.265317</td>\n",
-       "      <td>-2.286023e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12728</th>\n",
-       "      <td>0.008713</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.713423e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12730</th>\n",
-       "      <td>0.242992</td>\n",
-       "      <td>0.248335</td>\n",
-       "      <td>-5.342342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12731</th>\n",
-       "      <td>0.341684</td>\n",
-       "      <td>0.334966</td>\n",
-       "      <td>6.717284e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12732</th>\n",
-       "      <td>0.191215</td>\n",
-       "      <td>0.191895</td>\n",
-       "      <td>-6.807885e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12734</th>\n",
-       "      <td>0.154957</td>\n",
-       "      <td>0.160762</td>\n",
-       "      <td>-5.805196e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12735</th>\n",
-       "      <td>0.256770</td>\n",
-       "      <td>0.259528</td>\n",
-       "      <td>-2.757496e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12736</th>\n",
-       "      <td>0.181063</td>\n",
-       "      <td>0.175999</td>\n",
-       "      <td>5.064122e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12738</th>\n",
-       "      <td>0.294302</td>\n",
-       "      <td>0.300431</td>\n",
-       "      <td>-6.128831e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12741</th>\n",
-       "      <td>0.027047</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.704706e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12743</th>\n",
-       "      <td>0.180438</td>\n",
-       "      <td>0.176261</td>\n",
-       "      <td>4.177104e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12751</th>\n",
-       "      <td>0.161852</td>\n",
-       "      <td>0.163312</td>\n",
-       "      <td>-1.459833e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12754</th>\n",
-       "      <td>0.066887</td>\n",
-       "      <td>0.071390</td>\n",
-       "      <td>-4.502670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12757</th>\n",
-       "      <td>0.431279</td>\n",
-       "      <td>0.431405</td>\n",
-       "      <td>-1.261158e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12758</th>\n",
-       "      <td>0.135333</td>\n",
-       "      <td>0.138366</td>\n",
-       "      <td>-3.033040e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12761</th>\n",
-       "      <td>0.011104</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.110415e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12762</th>\n",
-       "      <td>0.165477</td>\n",
-       "      <td>0.170855</td>\n",
-       "      <td>-5.377960e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12763</th>\n",
-       "      <td>0.096834</td>\n",
-       "      <td>0.102570</td>\n",
-       "      <td>-5.735887e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12765</th>\n",
-       "      <td>0.343907</td>\n",
-       "      <td>0.346278</td>\n",
-       "      <td>-2.370688e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12766</th>\n",
-       "      <td>0.010964</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.096412e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12778</th>\n",
-       "      <td>0.079837</td>\n",
-       "      <td>0.083199</td>\n",
-       "      <td>-3.361337e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12784</th>\n",
-       "      <td>0.150681</td>\n",
-       "      <td>0.154982</td>\n",
-       "      <td>-4.301578e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12785</th>\n",
-       "      <td>0.602741</td>\n",
-       "      <td>0.600104</td>\n",
-       "      <td>2.636801e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12791</th>\n",
-       "      <td>0.380893</td>\n",
-       "      <td>0.393411</td>\n",
-       "      <td>-1.251729e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12802</th>\n",
-       "      <td>0.188607</td>\n",
-       "      <td>0.195277</td>\n",
-       "      <td>-6.669448e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12803</th>\n",
-       "      <td>0.007544</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.543691e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12807</th>\n",
-       "      <td>0.506849</td>\n",
-       "      <td>0.509445</td>\n",
-       "      <td>-2.596003e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12809</th>\n",
-       "      <td>0.089745</td>\n",
-       "      <td>0.086480</td>\n",
-       "      <td>3.264919e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12810</th>\n",
-       "      <td>0.074854</td>\n",
-       "      <td>0.072124</td>\n",
-       "      <td>2.729984e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12813</th>\n",
-       "      <td>0.273392</td>\n",
-       "      <td>0.272394</td>\n",
-       "      <td>9.983541e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12815</th>\n",
-       "      <td>0.160468</td>\n",
-       "      <td>0.167592</td>\n",
-       "      <td>-7.124005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12816</th>\n",
-       "      <td>0.288932</td>\n",
-       "      <td>0.289350</td>\n",
-       "      <td>-4.183083e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12817</th>\n",
-       "      <td>0.111091</td>\n",
-       "      <td>0.114998</td>\n",
-       "      <td>-3.906144e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12828</th>\n",
-       "      <td>0.185219</td>\n",
-       "      <td>0.190430</td>\n",
-       "      <td>-5.210458e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12829</th>\n",
-       "      <td>0.219236</td>\n",
-       "      <td>0.225766</td>\n",
-       "      <td>-6.530179e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12830</th>\n",
-       "      <td>0.159576</td>\n",
-       "      <td>0.158968</td>\n",
-       "      <td>6.080244e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12835</th>\n",
-       "      <td>0.228020</td>\n",
-       "      <td>0.225037</td>\n",
-       "      <td>2.983207e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12840</th>\n",
-       "      <td>0.156552</td>\n",
-       "      <td>0.145142</td>\n",
-       "      <td>1.141066e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12841</th>\n",
-       "      <td>0.212259</td>\n",
-       "      <td>0.219229</td>\n",
-       "      <td>-6.970730e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12843</th>\n",
-       "      <td>0.512773</td>\n",
-       "      <td>0.506645</td>\n",
-       "      <td>6.128491e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12851</th>\n",
-       "      <td>0.332778</td>\n",
-       "      <td>0.332045</td>\n",
-       "      <td>7.324132e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12852</th>\n",
-       "      <td>0.065101</td>\n",
-       "      <td>0.063218</td>\n",
-       "      <td>1.883022e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12854</th>\n",
-       "      <td>0.168467</td>\n",
-       "      <td>0.170775</td>\n",
-       "      <td>-2.308265e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12855</th>\n",
-       "      <td>0.008243</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.242684e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12860</th>\n",
-       "      <td>0.007512</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.511674e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12864</th>\n",
-       "      <td>0.172910</td>\n",
-       "      <td>0.171782</td>\n",
-       "      <td>1.128692e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12871</th>\n",
-       "      <td>0.010817</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.081681e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12872</th>\n",
-       "      <td>0.007582</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.582058e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12876</th>\n",
-       "      <td>0.223603</td>\n",
-       "      <td>0.232189</td>\n",
-       "      <td>-8.585997e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12877</th>\n",
-       "      <td>0.033579</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.357949e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12881</th>\n",
-       "      <td>0.100451</td>\n",
-       "      <td>0.101573</td>\n",
-       "      <td>-1.121285e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12882</th>\n",
-       "      <td>0.145229</td>\n",
-       "      <td>0.144670</td>\n",
-       "      <td>5.590819e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12884</th>\n",
-       "      <td>0.364723</td>\n",
-       "      <td>0.376039</td>\n",
-       "      <td>-1.131573e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12886</th>\n",
-       "      <td>0.097061</td>\n",
-       "      <td>0.099841</td>\n",
-       "      <td>-2.780046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12887</th>\n",
-       "      <td>0.128020</td>\n",
-       "      <td>0.132777</td>\n",
-       "      <td>-4.757027e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12891</th>\n",
-       "      <td>0.262641</td>\n",
-       "      <td>0.266482</td>\n",
-       "      <td>-3.841670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12893</th>\n",
-       "      <td>0.156467</td>\n",
-       "      <td>0.156965</td>\n",
-       "      <td>-4.984868e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12899</th>\n",
-       "      <td>0.246432</td>\n",
-       "      <td>0.247415</td>\n",
-       "      <td>-9.832674e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12900</th>\n",
-       "      <td>0.243969</td>\n",
-       "      <td>0.242141</td>\n",
-       "      <td>1.828120e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12902</th>\n",
-       "      <td>0.011337</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.133726e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12903</th>\n",
-       "      <td>0.009508</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.508120e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12905</th>\n",
-       "      <td>0.566179</td>\n",
-       "      <td>0.565595</td>\n",
-       "      <td>5.846658e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12906</th>\n",
-       "      <td>0.007025</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.024753e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12907</th>\n",
-       "      <td>0.224238</td>\n",
-       "      <td>0.225320</td>\n",
-       "      <td>-1.081818e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12908</th>\n",
-       "      <td>0.409506</td>\n",
-       "      <td>0.418668</td>\n",
-       "      <td>-9.162695e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12914</th>\n",
-       "      <td>0.159131</td>\n",
-       "      <td>0.162027</td>\n",
-       "      <td>-2.896152e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12915</th>\n",
-       "      <td>0.309696</td>\n",
-       "      <td>0.312401</td>\n",
-       "      <td>-2.704526e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12919</th>\n",
-       "      <td>0.164223</td>\n",
-       "      <td>0.166382</td>\n",
-       "      <td>-2.158826e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12927</th>\n",
-       "      <td>0.158112</td>\n",
-       "      <td>0.160660</td>\n",
-       "      <td>-2.547573e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12928</th>\n",
-       "      <td>0.162407</td>\n",
-       "      <td>0.160247</td>\n",
-       "      <td>2.159978e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12932</th>\n",
-       "      <td>0.132013</td>\n",
-       "      <td>0.136185</td>\n",
-       "      <td>-4.172443e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12933</th>\n",
-       "      <td>0.181103</td>\n",
-       "      <td>0.182095</td>\n",
-       "      <td>-9.912504e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12935</th>\n",
-       "      <td>0.131626</td>\n",
-       "      <td>0.132018</td>\n",
-       "      <td>-3.915490e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12937</th>\n",
-       "      <td>0.171292</td>\n",
-       "      <td>0.183962</td>\n",
-       "      <td>-1.267035e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12942</th>\n",
-       "      <td>0.279033</td>\n",
-       "      <td>0.290680</td>\n",
-       "      <td>-1.164733e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12944</th>\n",
-       "      <td>0.158656</td>\n",
-       "      <td>0.158168</td>\n",
-       "      <td>4.877765e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12947</th>\n",
-       "      <td>0.080937</td>\n",
-       "      <td>0.083298</td>\n",
-       "      <td>-2.360265e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12949</th>\n",
-       "      <td>0.078231</td>\n",
-       "      <td>0.079417</td>\n",
-       "      <td>-1.185502e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12964</th>\n",
-       "      <td>0.134376</td>\n",
-       "      <td>0.130509</td>\n",
-       "      <td>3.866816e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12967</th>\n",
-       "      <td>0.010386</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.038579e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12968</th>\n",
-       "      <td>0.147795</td>\n",
-       "      <td>0.146664</td>\n",
-       "      <td>1.130892e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12969</th>\n",
-       "      <td>0.084075</td>\n",
-       "      <td>0.087720</td>\n",
-       "      <td>-3.645176e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12972</th>\n",
-       "      <td>0.014512</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.451168e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12975</th>\n",
-       "      <td>0.321491</td>\n",
-       "      <td>0.323481</td>\n",
-       "      <td>-1.989326e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12989</th>\n",
-       "      <td>0.013151</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.315109e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12990</th>\n",
-       "      <td>0.011432</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.143209e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12992</th>\n",
-       "      <td>0.010461</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.046079e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12993</th>\n",
-       "      <td>0.049563</td>\n",
-       "      <td>0.053353</td>\n",
-       "      <td>-3.790028e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12994</th>\n",
-       "      <td>0.188531</td>\n",
-       "      <td>0.186985</td>\n",
-       "      <td>1.546267e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12998</th>\n",
-       "      <td>0.348558</td>\n",
-       "      <td>0.363082</td>\n",
-       "      <td>-1.452430e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13000</th>\n",
-       "      <td>0.028019</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.801933e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13002</th>\n",
-       "      <td>0.227887</td>\n",
-       "      <td>0.226605</td>\n",
-       "      <td>1.281734e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13011</th>\n",
-       "      <td>0.402902</td>\n",
-       "      <td>0.412212</td>\n",
-       "      <td>-9.309372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13012</th>\n",
-       "      <td>0.135335</td>\n",
-       "      <td>0.138756</td>\n",
-       "      <td>-3.420566e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13014</th>\n",
-       "      <td>0.246366</td>\n",
-       "      <td>0.250635</td>\n",
-       "      <td>-4.268709e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13018</th>\n",
-       "      <td>0.240342</td>\n",
-       "      <td>0.240478</td>\n",
-       "      <td>-1.358270e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13019</th>\n",
-       "      <td>0.164302</td>\n",
-       "      <td>0.165834</td>\n",
-       "      <td>-1.531584e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13020</th>\n",
-       "      <td>0.008552</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.551875e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13027</th>\n",
-       "      <td>0.011388</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.138807e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13028</th>\n",
-       "      <td>0.010471</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.047071e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13029</th>\n",
-       "      <td>0.160063</td>\n",
-       "      <td>0.151770</td>\n",
-       "      <td>8.293010e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13031</th>\n",
-       "      <td>0.016527</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.652739e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13036</th>\n",
-       "      <td>0.227171</td>\n",
-       "      <td>0.229084</td>\n",
-       "      <td>-1.912457e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13056</th>\n",
-       "      <td>0.091067</td>\n",
-       "      <td>0.090429</td>\n",
-       "      <td>6.381355e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13061</th>\n",
-       "      <td>0.069950</td>\n",
-       "      <td>0.069248</td>\n",
-       "      <td>7.017689e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13063</th>\n",
-       "      <td>0.702870</td>\n",
-       "      <td>0.707352</td>\n",
-       "      <td>-4.482550e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13068</th>\n",
-       "      <td>0.080497</td>\n",
-       "      <td>0.070780</td>\n",
-       "      <td>9.716499e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13073</th>\n",
-       "      <td>0.029878</td>\n",
-       "      <td>0.041674</td>\n",
-       "      <td>-1.179547e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13078</th>\n",
-       "      <td>0.164195</td>\n",
-       "      <td>0.170865</td>\n",
-       "      <td>-6.670739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13080</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13081</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13082</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13083</th>\n",
-       "      <td>0.007587</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.587093e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>13084</th>\n",
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-       "    <tr>\n",
-       "      <th>13085</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13086</th>\n",
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-       "    <tr>\n",
-       "      <th>13087</th>\n",
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-       "    <tr>\n",
-       "      <th>13088</th>\n",
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-       "    <tr>\n",
-       "      <th>13089</th>\n",
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-       "    <tr>\n",
-       "      <th>13090</th>\n",
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-       "    <tr>\n",
-       "      <th>13091</th>\n",
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-       "    <tr>\n",
-       "      <th>13092</th>\n",
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-       "      <th>13093</th>\n",
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-       "      <th>13094</th>\n",
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-       "    <tr>\n",
-       "      <th>13095</th>\n",
-       "      <td>0.010402</td>\n",
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-       "      <td>1.040229e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13096</th>\n",
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-       "    <tr>\n",
-       "      <th>13097</th>\n",
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-       "    <tr>\n",
-       "      <th>13098</th>\n",
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-       "    <tr>\n",
-       "      <th>13099</th>\n",
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-       "    <tr>\n",
-       "      <th>13100</th>\n",
-       "      <td>0.299888</td>\n",
-       "      <td>0.301544</td>\n",
-       "      <td>-1.656139e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>13101</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13102</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13103</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13104</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13105</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13106</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13107</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13108</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13109</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13110</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13111</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13112</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13113</th>\n",
-       "      <td>0.169912</td>\n",
-       "      <td>0.173121</td>\n",
-       "      <td>-3.209016e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>13114</th>\n",
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-       "    <tr>\n",
-       "      <th>13115</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13116</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13117</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13118</th>\n",
-       "      <td>0.015718</td>\n",
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-       "      <td>1.571840e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13119</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13120</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13121</th>\n",
-       "      <td>0.020910</td>\n",
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-       "      <td>2.091005e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13122</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13123</th>\n",
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-       "    <tr>\n",
-       "      <th>13124</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13125</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13126</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13127</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13128</th>\n",
-       "      <td>0.031713</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.171262e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13129</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13130</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13131</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13132</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13133</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13134</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13135</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13136</th>\n",
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-       "    <tr>\n",
-       "      <th>13137</th>\n",
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-       "    <tr>\n",
-       "      <th>13138</th>\n",
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-       "    <tr>\n",
-       "      <th>13139</th>\n",
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-       "    <tr>\n",
-       "      <th>13140</th>\n",
-       "      <td>0.021243</td>\n",
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-       "      <td>2.124341e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13141</th>\n",
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-       "    <tr>\n",
-       "      <th>13142</th>\n",
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-       "    <tr>\n",
-       "      <th>13143</th>\n",
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-       "    <tr>\n",
-       "      <th>13144</th>\n",
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-       "    <tr>\n",
-       "      <th>13145</th>\n",
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-       "    <tr>\n",
-       "      <th>13146</th>\n",
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-       "    <tr>\n",
-       "      <th>13147</th>\n",
-       "      <td>0.009604</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.603638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13148</th>\n",
-       "      <td>0.499271</td>\n",
-       "      <td>0.494340</td>\n",
-       "      <td>4.930760e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>13149</th>\n",
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-       "    <tr>\n",
-       "      <th>13150</th>\n",
-       "      <td>0.013084</td>\n",
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-       "      <td>1.308358e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13151</th>\n",
-       "      <td>0.302476</td>\n",
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-       "      <td>-1.077713e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13152</th>\n",
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-       "      <td>4.466070e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>13153</th>\n",
-       "      <td>0.010515</td>\n",
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-       "      <td>1.051524e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13154</th>\n",
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-       "    <tr>\n",
-       "      <th>13155</th>\n",
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-       "    <tr>\n",
-       "      <th>13156</th>\n",
-       "      <td>0.155158</td>\n",
-       "      <td>0.156844</td>\n",
-       "      <td>-1.686385e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>13157</th>\n",
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-       "    <tr>\n",
-       "      <th>13158</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13159</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13160</th>\n",
-       "      <td>0.202052</td>\n",
-       "      <td>0.200267</td>\n",
-       "      <td>1.784834e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>13161</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13162</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13163</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13164</th>\n",
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-       "    <tr>\n",
-       "      <th>13165</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13166</th>\n",
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-       "    <tr>\n",
-       "      <th>13167</th>\n",
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-       "    <tr>\n",
-       "      <th>13168</th>\n",
-       "      <td>0.199707</td>\n",
-       "      <td>0.205071</td>\n",
-       "      <td>-5.363619e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13173</th>\n",
-       "      <td>0.229936</td>\n",
-       "      <td>0.231066</td>\n",
-       "      <td>-1.130571e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13181</th>\n",
-       "      <td>0.167598</td>\n",
-       "      <td>0.167861</td>\n",
-       "      <td>-2.635422e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13185</th>\n",
-       "      <td>0.198017</td>\n",
-       "      <td>0.204194</td>\n",
-       "      <td>-6.176155e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13186</th>\n",
-       "      <td>0.010784</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.078422e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13188</th>\n",
-       "      <td>0.019652</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.965211e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13190</th>\n",
-       "      <td>0.107231</td>\n",
-       "      <td>0.109717</td>\n",
-       "      <td>-2.486018e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13191</th>\n",
-       "      <td>0.125493</td>\n",
-       "      <td>0.124297</td>\n",
-       "      <td>1.196159e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13194</th>\n",
-       "      <td>0.109568</td>\n",
-       "      <td>0.119096</td>\n",
-       "      <td>-9.528400e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13196</th>\n",
-       "      <td>0.068370</td>\n",
-       "      <td>0.072397</td>\n",
-       "      <td>-4.026949e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13202</th>\n",
-       "      <td>0.271347</td>\n",
-       "      <td>0.279336</td>\n",
-       "      <td>-7.989159e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13207</th>\n",
-       "      <td>0.124140</td>\n",
-       "      <td>0.123362</td>\n",
-       "      <td>7.780968e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13217</th>\n",
-       "      <td>0.229928</td>\n",
-       "      <td>0.229606</td>\n",
-       "      <td>3.223149e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13219</th>\n",
-       "      <td>0.134809</td>\n",
-       "      <td>0.134890</td>\n",
-       "      <td>-8.063756e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13221</th>\n",
-       "      <td>0.171413</td>\n",
-       "      <td>0.176999</td>\n",
-       "      <td>-5.586148e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13225</th>\n",
-       "      <td>0.168151</td>\n",
-       "      <td>0.175886</td>\n",
-       "      <td>-7.735102e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13227</th>\n",
-       "      <td>0.008462</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.462430e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13228</th>\n",
-       "      <td>0.146568</td>\n",
-       "      <td>0.140814</td>\n",
-       "      <td>5.753514e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13230</th>\n",
-       "      <td>0.194903</td>\n",
-       "      <td>0.178714</td>\n",
-       "      <td>1.618954e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13231</th>\n",
-       "      <td>0.589949</td>\n",
-       "      <td>0.588031</td>\n",
-       "      <td>1.918288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13240</th>\n",
-       "      <td>0.122315</td>\n",
-       "      <td>0.121575</td>\n",
-       "      <td>7.397835e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13246</th>\n",
-       "      <td>0.007219</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.218962e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13249</th>\n",
-       "      <td>0.121094</td>\n",
-       "      <td>0.115235</td>\n",
-       "      <td>5.859143e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13252</th>\n",
-       "      <td>0.191986</td>\n",
-       "      <td>0.195336</td>\n",
-       "      <td>-3.349674e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13262</th>\n",
-       "      <td>0.214737</td>\n",
-       "      <td>0.230260</td>\n",
-       "      <td>-1.552294e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13264</th>\n",
-       "      <td>0.228500</td>\n",
-       "      <td>0.228310</td>\n",
-       "      <td>1.901629e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13266</th>\n",
-       "      <td>0.208338</td>\n",
-       "      <td>0.213451</td>\n",
-       "      <td>-5.113590e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13268</th>\n",
-       "      <td>0.084744</td>\n",
-       "      <td>0.086398</td>\n",
-       "      <td>-1.654229e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13270</th>\n",
-       "      <td>0.122909</td>\n",
-       "      <td>0.119931</td>\n",
-       "      <td>2.977896e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13275</th>\n",
-       "      <td>0.008038</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.038495e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13276</th>\n",
-       "      <td>0.017047</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.704707e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13283</th>\n",
-       "      <td>0.188486</td>\n",
-       "      <td>0.187973</td>\n",
-       "      <td>5.135805e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13286</th>\n",
-       "      <td>0.016643</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.664281e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13289</th>\n",
-       "      <td>0.109823</td>\n",
-       "      <td>0.112055</td>\n",
-       "      <td>-2.231592e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13297</th>\n",
-       "      <td>0.009028</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.028468e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13298</th>\n",
-       "      <td>0.099027</td>\n",
-       "      <td>0.100343</td>\n",
-       "      <td>-1.315600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13302</th>\n",
-       "      <td>0.164118</td>\n",
-       "      <td>0.171704</td>\n",
-       "      <td>-7.585740e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13305</th>\n",
-       "      <td>0.102038</td>\n",
-       "      <td>0.104793</td>\n",
-       "      <td>-2.754317e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13307</th>\n",
-       "      <td>0.113343</td>\n",
-       "      <td>0.115162</td>\n",
-       "      <td>-1.818919e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13308</th>\n",
-       "      <td>0.049769</td>\n",
-       "      <td>0.055062</td>\n",
-       "      <td>-5.293089e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13317</th>\n",
-       "      <td>0.030300</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.030037e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13320</th>\n",
-       "      <td>0.141448</td>\n",
-       "      <td>0.145866</td>\n",
-       "      <td>-4.418142e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13321</th>\n",
-       "      <td>0.154527</td>\n",
-       "      <td>0.155254</td>\n",
-       "      <td>-7.271757e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13322</th>\n",
-       "      <td>0.015531</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.553122e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13325</th>\n",
-       "      <td>0.017651</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.765072e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13326</th>\n",
-       "      <td>0.439544</td>\n",
-       "      <td>0.446370</td>\n",
-       "      <td>-6.825692e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13332</th>\n",
-       "      <td>0.091734</td>\n",
-       "      <td>0.097469</td>\n",
-       "      <td>-5.735251e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13333</th>\n",
-       "      <td>0.025975</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.597468e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13336</th>\n",
-       "      <td>0.209292</td>\n",
-       "      <td>0.211085</td>\n",
-       "      <td>-1.792771e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13338</th>\n",
-       "      <td>0.450726</td>\n",
-       "      <td>0.455796</td>\n",
-       "      <td>-5.069944e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13339</th>\n",
-       "      <td>0.118817</td>\n",
-       "      <td>0.091425</td>\n",
-       "      <td>2.739277e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13346</th>\n",
-       "      <td>0.251840</td>\n",
-       "      <td>0.239830</td>\n",
-       "      <td>1.200941e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13351</th>\n",
-       "      <td>0.084305</td>\n",
-       "      <td>0.095931</td>\n",
-       "      <td>-1.162597e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13352</th>\n",
-       "      <td>0.179686</td>\n",
-       "      <td>0.166066</td>\n",
-       "      <td>1.361937e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13353</th>\n",
-       "      <td>0.165600</td>\n",
-       "      <td>0.165791</td>\n",
-       "      <td>-1.910263e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13354</th>\n",
-       "      <td>0.099448</td>\n",
-       "      <td>0.096603</td>\n",
-       "      <td>2.844918e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13356</th>\n",
-       "      <td>0.050765</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>5.076467e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13357</th>\n",
-       "      <td>0.157304</td>\n",
-       "      <td>0.157036</td>\n",
-       "      <td>2.676268e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13359</th>\n",
-       "      <td>0.130440</td>\n",
-       "      <td>0.128157</td>\n",
-       "      <td>2.282715e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13362</th>\n",
-       "      <td>0.213269</td>\n",
-       "      <td>0.216357</td>\n",
-       "      <td>-3.087765e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13363</th>\n",
-       "      <td>0.441597</td>\n",
-       "      <td>0.442411</td>\n",
-       "      <td>-8.145608e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13364</th>\n",
-       "      <td>0.234960</td>\n",
-       "      <td>0.235445</td>\n",
-       "      <td>-4.849163e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13365</th>\n",
-       "      <td>0.164761</td>\n",
-       "      <td>0.165338</td>\n",
-       "      <td>-5.772925e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13367</th>\n",
-       "      <td>0.153581</td>\n",
-       "      <td>0.156681</td>\n",
-       "      <td>-3.099568e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13368</th>\n",
-       "      <td>0.752717</td>\n",
-       "      <td>0.754410</td>\n",
-       "      <td>-1.693089e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13370</th>\n",
-       "      <td>0.088710</td>\n",
-       "      <td>0.095732</td>\n",
-       "      <td>-7.022147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13374</th>\n",
-       "      <td>0.197270</td>\n",
-       "      <td>0.202563</td>\n",
-       "      <td>-5.292632e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13387</th>\n",
-       "      <td>0.190562</td>\n",
-       "      <td>0.191170</td>\n",
-       "      <td>-6.077361e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13388</th>\n",
-       "      <td>0.185190</td>\n",
-       "      <td>0.191672</td>\n",
-       "      <td>-6.482231e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13391</th>\n",
-       "      <td>0.011389</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.138895e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13393</th>\n",
-       "      <td>0.265382</td>\n",
-       "      <td>0.266371</td>\n",
-       "      <td>-9.890733e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13395</th>\n",
-       "      <td>0.087841</td>\n",
-       "      <td>0.087081</td>\n",
-       "      <td>7.597555e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13396</th>\n",
-       "      <td>0.066824</td>\n",
-       "      <td>0.068371</td>\n",
-       "      <td>-1.546884e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13400</th>\n",
-       "      <td>0.133207</td>\n",
-       "      <td>0.133077</td>\n",
-       "      <td>1.308191e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13402</th>\n",
-       "      <td>0.009985</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.985384e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13404</th>\n",
-       "      <td>0.021315</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.131451e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13412</th>\n",
-       "      <td>0.155140</td>\n",
-       "      <td>0.160355</td>\n",
-       "      <td>-5.215299e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13417</th>\n",
-       "      <td>0.172659</td>\n",
-       "      <td>0.171998</td>\n",
-       "      <td>6.609604e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13419</th>\n",
-       "      <td>0.252498</td>\n",
-       "      <td>0.254947</td>\n",
-       "      <td>-2.448645e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13422</th>\n",
-       "      <td>0.343959</td>\n",
-       "      <td>0.345080</td>\n",
-       "      <td>-1.121008e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13426</th>\n",
-       "      <td>0.020171</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.017096e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13430</th>\n",
-       "      <td>0.135845</td>\n",
-       "      <td>0.136741</td>\n",
-       "      <td>-8.960874e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13432</th>\n",
-       "      <td>0.118873</td>\n",
-       "      <td>0.123972</td>\n",
-       "      <td>-5.099354e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13434</th>\n",
-       "      <td>0.091718</td>\n",
-       "      <td>0.093061</td>\n",
-       "      <td>-1.342804e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13435</th>\n",
-       "      <td>0.142319</td>\n",
-       "      <td>0.145361</td>\n",
-       "      <td>-3.041262e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13436</th>\n",
-       "      <td>0.023691</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.369085e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13439</th>\n",
-       "      <td>0.127943</td>\n",
-       "      <td>0.123100</td>\n",
-       "      <td>4.843060e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13449</th>\n",
-       "      <td>0.205514</td>\n",
-       "      <td>0.215707</td>\n",
-       "      <td>-1.019341e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13455</th>\n",
-       "      <td>0.196005</td>\n",
-       "      <td>0.193045</td>\n",
-       "      <td>2.959224e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13461</th>\n",
-       "      <td>0.202249</td>\n",
-       "      <td>0.212879</td>\n",
-       "      <td>-1.063009e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13463</th>\n",
-       "      <td>0.134511</td>\n",
-       "      <td>0.142218</td>\n",
-       "      <td>-7.707157e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13466</th>\n",
-       "      <td>0.143538</td>\n",
-       "      <td>0.143381</td>\n",
-       "      <td>1.563357e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13467</th>\n",
-       "      <td>0.008562</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.562331e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13471</th>\n",
-       "      <td>0.228408</td>\n",
-       "      <td>0.226502</td>\n",
-       "      <td>1.906175e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13474</th>\n",
-       "      <td>0.193447</td>\n",
-       "      <td>0.197063</td>\n",
-       "      <td>-3.616251e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13475</th>\n",
-       "      <td>0.123290</td>\n",
-       "      <td>0.123642</td>\n",
-       "      <td>-3.527579e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13479</th>\n",
-       "      <td>0.282811</td>\n",
-       "      <td>0.275668</td>\n",
-       "      <td>7.143216e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13480</th>\n",
-       "      <td>0.012809</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.280879e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13481</th>\n",
-       "      <td>0.192904</td>\n",
-       "      <td>0.194019</td>\n",
-       "      <td>-1.115067e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13483</th>\n",
-       "      <td>0.055961</td>\n",
-       "      <td>0.067880</td>\n",
-       "      <td>-1.191853e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13484</th>\n",
-       "      <td>0.129938</td>\n",
-       "      <td>0.131147</td>\n",
-       "      <td>-1.209562e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13486</th>\n",
-       "      <td>0.286731</td>\n",
-       "      <td>0.285267</td>\n",
-       "      <td>1.463982e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13489</th>\n",
-       "      <td>0.077646</td>\n",
-       "      <td>0.078296</td>\n",
-       "      <td>-6.504983e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13490</th>\n",
-       "      <td>0.180784</td>\n",
-       "      <td>0.181232</td>\n",
-       "      <td>-4.473146e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13491</th>\n",
-       "      <td>0.115849</td>\n",
-       "      <td>0.116407</td>\n",
-       "      <td>-5.582575e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13493</th>\n",
-       "      <td>0.090767</td>\n",
-       "      <td>0.088632</td>\n",
-       "      <td>2.134295e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13494</th>\n",
-       "      <td>0.148779</td>\n",
-       "      <td>0.148702</td>\n",
-       "      <td>7.703063e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13502</th>\n",
-       "      <td>0.127131</td>\n",
-       "      <td>0.119341</td>\n",
-       "      <td>7.789677e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13505</th>\n",
-       "      <td>0.034621</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.462099e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13510</th>\n",
-       "      <td>0.103715</td>\n",
-       "      <td>0.102558</td>\n",
-       "      <td>1.156572e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13516</th>\n",
-       "      <td>0.104907</td>\n",
-       "      <td>0.105280</td>\n",
-       "      <td>-3.725553e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13517</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13518</th>\n",
-       "      <td>0.117605</td>\n",
-       "      <td>0.115829</td>\n",
-       "      <td>1.775851e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13520</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13521</th>\n",
-       "      <td>0.146225</td>\n",
-       "      <td>0.152394</td>\n",
-       "      <td>-6.169254e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13522</th>\n",
-       "      <td>0.022075</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.207493e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13523</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13524</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13525</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13526</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13527</th>\n",
-       "      <td>0.007896</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.895585e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13528</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13529</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13530</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>13531</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13532</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13533</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13534</th>\n",
-       "      <td>0.293992</td>\n",
-       "      <td>0.297345</td>\n",
-       "      <td>-3.353105e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13535</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13536</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13538</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13539</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13541</th>\n",
-       "      <td>0.051077</td>\n",
-       "      <td>0.072340</td>\n",
-       "      <td>-2.126288e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13543</th>\n",
-       "      <td>0.178754</td>\n",
-       "      <td>0.175030</td>\n",
-       "      <td>3.724071e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13544</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13545</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13546</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13550</th>\n",
-       "      <td>0.212059</td>\n",
-       "      <td>0.207129</td>\n",
-       "      <td>4.930138e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13551</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13552</th>\n",
-       "      <td>0.175821</td>\n",
-       "      <td>0.182508</td>\n",
-       "      <td>-6.687052e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13553</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13554</th>\n",
-       "      <td>0.122687</td>\n",
-       "      <td>0.122610</td>\n",
-       "      <td>7.717419e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13555</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13556</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13557</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13558</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13559</th>\n",
-       "      <td>0.018092</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.809238e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13560</th>\n",
-       "      <td>0.026184</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.618419e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13561</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13562</th>\n",
-       "      <td>0.245043</td>\n",
-       "      <td>0.243645</td>\n",
-       "      <td>1.398297e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13563</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13564</th>\n",
-       "      <td>0.230367</td>\n",
-       "      <td>0.226353</td>\n",
-       "      <td>4.013974e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13565</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13567</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13570</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13571</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13572</th>\n",
-       "      <td>0.095960</td>\n",
-       "      <td>0.096875</td>\n",
-       "      <td>-9.149283e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13573</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13574</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13575</th>\n",
-       "      <td>0.012008</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.200777e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13576</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13577</th>\n",
-       "      <td>0.263922</td>\n",
-       "      <td>0.265549</td>\n",
-       "      <td>-1.627104e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13578</th>\n",
-       "      <td>0.447159</td>\n",
-       "      <td>0.462354</td>\n",
-       "      <td>-1.519569e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13579</th>\n",
-       "      <td>0.129155</td>\n",
-       "      <td>0.126345</td>\n",
-       "      <td>2.809914e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13580</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13581</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13582</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13583</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13584</th>\n",
-       "      <td>0.087182</td>\n",
-       "      <td>0.088038</td>\n",
-       "      <td>-8.561170e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13585</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13586</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13587</th>\n",
-       "      <td>0.107993</td>\n",
-       "      <td>0.098475</td>\n",
-       "      <td>9.517876e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13588</th>\n",
-       "      <td>0.688205</td>\n",
-       "      <td>0.688145</td>\n",
-       "      <td>5.993427e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13589</th>\n",
-       "      <td>0.049704</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.970401e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13590</th>\n",
-       "      <td>0.273452</td>\n",
-       "      <td>0.273410</td>\n",
-       "      <td>4.236310e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13591</th>\n",
-       "      <td>0.199021</td>\n",
-       "      <td>0.200160</td>\n",
-       "      <td>-1.138902e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13592</th>\n",
-       "      <td>0.037672</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.767184e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13593</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13594</th>\n",
-       "      <td>0.198231</td>\n",
-       "      <td>0.202196</td>\n",
-       "      <td>-3.964872e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13595</th>\n",
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-       "    <tr>\n",
-       "      <th>13596</th>\n",
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-       "    <tr>\n",
-       "      <th>13597</th>\n",
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-       "    <tr>\n",
-       "      <th>13598</th>\n",
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-       "    <tr>\n",
-       "      <th>13599</th>\n",
-       "      <td>0.351679</td>\n",
-       "      <td>0.366535</td>\n",
-       "      <td>-1.485651e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13600</th>\n",
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-       "    <tr>\n",
-       "      <th>13601</th>\n",
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-       "      <th>13602</th>\n",
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-       "      <th>13603</th>\n",
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-       "      <th>13604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13609</th>\n",
-       "      <td>0.201415</td>\n",
-       "      <td>0.202072</td>\n",
-       "      <td>-6.571238e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13617</th>\n",
-       "      <td>0.127279</td>\n",
-       "      <td>0.138385</td>\n",
-       "      <td>-1.110635e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13621</th>\n",
-       "      <td>0.013090</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.309023e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13629</th>\n",
-       "      <td>0.233285</td>\n",
-       "      <td>0.244363</td>\n",
-       "      <td>-1.107768e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13630</th>\n",
-       "      <td>0.156316</td>\n",
-       "      <td>0.163053</td>\n",
-       "      <td>-6.736866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13631</th>\n",
-       "      <td>0.151593</td>\n",
-       "      <td>0.157471</td>\n",
-       "      <td>-5.878031e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13634</th>\n",
-       "      <td>0.246310</td>\n",
-       "      <td>0.246809</td>\n",
-       "      <td>-4.986402e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13637</th>\n",
-       "      <td>0.239730</td>\n",
-       "      <td>0.241675</td>\n",
-       "      <td>-1.944861e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13639</th>\n",
-       "      <td>0.104988</td>\n",
-       "      <td>0.105884</td>\n",
-       "      <td>-8.955708e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13641</th>\n",
-       "      <td>0.155922</td>\n",
-       "      <td>0.154276</td>\n",
-       "      <td>1.646016e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13643</th>\n",
-       "      <td>0.096853</td>\n",
-       "      <td>0.101973</td>\n",
-       "      <td>-5.120785e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13645</th>\n",
-       "      <td>0.019278</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.927757e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13659</th>\n",
-       "      <td>0.123033</td>\n",
-       "      <td>0.122690</td>\n",
-       "      <td>3.425617e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13665</th>\n",
-       "      <td>0.161214</td>\n",
-       "      <td>0.162564</td>\n",
-       "      <td>-1.350060e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13670</th>\n",
-       "      <td>0.122703</td>\n",
-       "      <td>0.107854</td>\n",
-       "      <td>1.484819e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13676</th>\n",
-       "      <td>0.021605</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.160483e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13677</th>\n",
-       "      <td>0.190217</td>\n",
-       "      <td>0.191823</td>\n",
-       "      <td>-1.605161e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13680</th>\n",
-       "      <td>0.192251</td>\n",
-       "      <td>0.191590</td>\n",
-       "      <td>6.615816e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13684</th>\n",
-       "      <td>0.185673</td>\n",
-       "      <td>0.185309</td>\n",
-       "      <td>3.633490e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13687</th>\n",
-       "      <td>0.059046</td>\n",
-       "      <td>0.068936</td>\n",
-       "      <td>-9.890443e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13688</th>\n",
-       "      <td>0.262950</td>\n",
-       "      <td>0.239038</td>\n",
-       "      <td>2.391249e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13691</th>\n",
-       "      <td>0.285796</td>\n",
-       "      <td>0.290932</td>\n",
-       "      <td>-5.135947e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13693</th>\n",
-       "      <td>0.201205</td>\n",
-       "      <td>0.203990</td>\n",
-       "      <td>-2.784790e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13698</th>\n",
-       "      <td>0.349607</td>\n",
-       "      <td>0.350115</td>\n",
-       "      <td>-5.080663e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13699</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13701</th>\n",
-       "      <td>0.021498</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.149822e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13702</th>\n",
-       "      <td>0.010272</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.027210e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13703</th>\n",
-       "      <td>0.341087</td>\n",
-       "      <td>0.344821</td>\n",
-       "      <td>-3.733801e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13704</th>\n",
-       "      <td>0.041121</td>\n",
-       "      <td>0.043950</td>\n",
-       "      <td>-2.829238e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13706</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13709</th>\n",
-       "      <td>0.147521</td>\n",
-       "      <td>0.150632</td>\n",
-       "      <td>-3.111238e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13718</th>\n",
-       "      <td>0.124471</td>\n",
-       "      <td>0.125166</td>\n",
-       "      <td>-6.945710e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13719</th>\n",
-       "      <td>0.009932</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.932236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13720</th>\n",
-       "      <td>0.244951</td>\n",
-       "      <td>0.252049</td>\n",
-       "      <td>-7.098483e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13727</th>\n",
-       "      <td>0.170794</td>\n",
-       "      <td>0.163926</td>\n",
-       "      <td>6.867638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13731</th>\n",
-       "      <td>0.334869</td>\n",
-       "      <td>0.338476</td>\n",
-       "      <td>-3.606739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13733</th>\n",
-       "      <td>0.014267</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.426708e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13735</th>\n",
-       "      <td>0.114743</td>\n",
-       "      <td>0.116298</td>\n",
-       "      <td>-1.554962e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13738</th>\n",
-       "      <td>0.285796</td>\n",
-       "      <td>0.289854</td>\n",
-       "      <td>-4.057745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13741</th>\n",
-       "      <td>0.011372</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.137203e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13743</th>\n",
-       "      <td>0.022519</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.251854e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13747</th>\n",
-       "      <td>0.164571</td>\n",
-       "      <td>0.171107</td>\n",
-       "      <td>-6.535528e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13748</th>\n",
-       "      <td>0.194442</td>\n",
-       "      <td>0.203540</td>\n",
-       "      <td>-9.098682e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13749</th>\n",
-       "      <td>0.455702</td>\n",
-       "      <td>0.455277</td>\n",
-       "      <td>4.249325e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13751</th>\n",
-       "      <td>0.241620</td>\n",
-       "      <td>0.240364</td>\n",
-       "      <td>1.255838e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13753</th>\n",
-       "      <td>0.214176</td>\n",
-       "      <td>0.213763</td>\n",
-       "      <td>4.126515e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13754</th>\n",
-       "      <td>0.246422</td>\n",
-       "      <td>0.246598</td>\n",
-       "      <td>-1.750450e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13756</th>\n",
-       "      <td>0.146595</td>\n",
-       "      <td>0.146398</td>\n",
-       "      <td>1.964530e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13757</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13758</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13759</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13761</th>\n",
-       "      <td>0.198081</td>\n",
-       "      <td>0.198281</td>\n",
-       "      <td>-2.001193e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13762</th>\n",
-       "      <td>0.167032</td>\n",
-       "      <td>0.168902</td>\n",
-       "      <td>-1.870410e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13763</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13764</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13765</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13769</th>\n",
-       "      <td>0.173932</td>\n",
-       "      <td>0.170012</td>\n",
-       "      <td>3.920484e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13771</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13772</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13773</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13774</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13775</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13776</th>\n",
-       "      <td>0.010097</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.009701e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13777</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13778</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>13779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13783</th>\n",
-       "      <td>0.194571</td>\n",
-       "      <td>0.201977</td>\n",
-       "      <td>-7.405861e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13787</th>\n",
-       "      <td>0.031498</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.149762e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13788</th>\n",
-       "      <td>0.155919</td>\n",
-       "      <td>0.152919</td>\n",
-       "      <td>2.999988e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13802</th>\n",
-       "      <td>0.238293</td>\n",
-       "      <td>0.246950</td>\n",
-       "      <td>-8.656263e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13805</th>\n",
-       "      <td>0.106783</td>\n",
-       "      <td>0.094836</td>\n",
-       "      <td>1.194716e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13806</th>\n",
-       "      <td>0.010509</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.050887e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13809</th>\n",
-       "      <td>0.234654</td>\n",
-       "      <td>0.236062</td>\n",
-       "      <td>-1.407411e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13823</th>\n",
-       "      <td>0.123289</td>\n",
-       "      <td>0.128121</td>\n",
-       "      <td>-4.832824e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13828</th>\n",
-       "      <td>0.080687</td>\n",
-       "      <td>0.084072</td>\n",
-       "      <td>-3.385288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13832</th>\n",
-       "      <td>0.406986</td>\n",
-       "      <td>0.415015</td>\n",
-       "      <td>-8.028537e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13834</th>\n",
-       "      <td>0.108627</td>\n",
-       "      <td>0.110224</td>\n",
-       "      <td>-1.596457e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13837</th>\n",
-       "      <td>0.177278</td>\n",
-       "      <td>0.177991</td>\n",
-       "      <td>-7.133560e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13838</th>\n",
-       "      <td>0.305074</td>\n",
-       "      <td>0.319534</td>\n",
-       "      <td>-1.446064e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13842</th>\n",
-       "      <td>0.007136</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.136463e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13844</th>\n",
-       "      <td>0.447132</td>\n",
-       "      <td>0.451023</td>\n",
-       "      <td>-3.891037e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13845</th>\n",
-       "      <td>0.118560</td>\n",
-       "      <td>0.122774</td>\n",
-       "      <td>-4.213382e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13846</th>\n",
-       "      <td>0.017512</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.751201e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13847</th>\n",
-       "      <td>0.124716</td>\n",
-       "      <td>0.125517</td>\n",
-       "      <td>-8.005235e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13849</th>\n",
-       "      <td>0.122000</td>\n",
-       "      <td>0.129355</td>\n",
-       "      <td>-7.354107e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13851</th>\n",
-       "      <td>0.134780</td>\n",
-       "      <td>0.134903</td>\n",
-       "      <td>-1.226097e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13853</th>\n",
-       "      <td>0.019564</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.956387e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13854</th>\n",
-       "      <td>0.009037</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.037281e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13857</th>\n",
-       "      <td>0.257907</td>\n",
-       "      <td>0.245337</td>\n",
-       "      <td>1.257016e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13860</th>\n",
-       "      <td>0.131256</td>\n",
-       "      <td>0.137259</td>\n",
-       "      <td>-6.002765e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13861</th>\n",
-       "      <td>0.083104</td>\n",
-       "      <td>0.082644</td>\n",
-       "      <td>4.603676e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13866</th>\n",
-       "      <td>0.549244</td>\n",
-       "      <td>0.550992</td>\n",
-       "      <td>-1.748193e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13869</th>\n",
-       "      <td>0.011136</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.113640e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13870</th>\n",
-       "      <td>0.189800</td>\n",
-       "      <td>0.189616</td>\n",
-       "      <td>1.846232e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13871</th>\n",
-       "      <td>0.200069</td>\n",
-       "      <td>0.204833</td>\n",
-       "      <td>-4.764294e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13874</th>\n",
-       "      <td>0.097389</td>\n",
-       "      <td>0.095335</td>\n",
-       "      <td>2.053616e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13875</th>\n",
-       "      <td>0.013339</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.333925e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13878</th>\n",
-       "      <td>0.012083</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.208317e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13880</th>\n",
-       "      <td>0.011150</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.114998e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13885</th>\n",
-       "      <td>0.292058</td>\n",
-       "      <td>0.293736</td>\n",
-       "      <td>-1.677780e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13888</th>\n",
-       "      <td>0.127797</td>\n",
-       "      <td>0.132996</td>\n",
-       "      <td>-5.198233e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13891</th>\n",
-       "      <td>0.178792</td>\n",
-       "      <td>0.176101</td>\n",
-       "      <td>2.691024e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13898</th>\n",
-       "      <td>0.205732</td>\n",
-       "      <td>0.212737</td>\n",
-       "      <td>-7.004992e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13904</th>\n",
-       "      <td>0.199062</td>\n",
-       "      <td>0.191991</td>\n",
-       "      <td>7.070885e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13909</th>\n",
-       "      <td>0.154038</td>\n",
-       "      <td>0.153510</td>\n",
-       "      <td>5.284678e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13914</th>\n",
-       "      <td>0.190831</td>\n",
-       "      <td>0.191274</td>\n",
-       "      <td>-4.426977e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13919</th>\n",
-       "      <td>0.102803</td>\n",
-       "      <td>0.101775</td>\n",
-       "      <td>1.027177e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13924</th>\n",
-       "      <td>0.325947</td>\n",
-       "      <td>0.329997</td>\n",
-       "      <td>-4.050046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13927</th>\n",
-       "      <td>0.215824</td>\n",
-       "      <td>0.215312</td>\n",
-       "      <td>5.117422e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13929</th>\n",
-       "      <td>0.116096</td>\n",
-       "      <td>0.093128</td>\n",
-       "      <td>2.296880e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13931</th>\n",
-       "      <td>0.008299</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.299039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13932</th>\n",
-       "      <td>0.009553</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.553262e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13937</th>\n",
-       "      <td>0.144494</td>\n",
-       "      <td>0.155008</td>\n",
-       "      <td>-1.051382e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13938</th>\n",
-       "      <td>0.254361</td>\n",
-       "      <td>0.253636</td>\n",
-       "      <td>7.253757e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13939</th>\n",
-       "      <td>0.012770</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.276986e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13942</th>\n",
-       "      <td>0.010707</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.070706e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13944</th>\n",
-       "      <td>0.166231</td>\n",
-       "      <td>0.167023</td>\n",
-       "      <td>-7.926013e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13947</th>\n",
-       "      <td>0.106692</td>\n",
-       "      <td>0.103927</td>\n",
-       "      <td>2.765158e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13949</th>\n",
-       "      <td>0.078968</td>\n",
-       "      <td>0.068529</td>\n",
-       "      <td>1.043894e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13953</th>\n",
-       "      <td>0.209306</td>\n",
-       "      <td>0.210815</td>\n",
-       "      <td>-1.508608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13957</th>\n",
-       "      <td>0.185803</td>\n",
-       "      <td>0.187601</td>\n",
-       "      <td>-1.798462e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13961</th>\n",
-       "      <td>0.018016</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.801621e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13962</th>\n",
-       "      <td>0.331020</td>\n",
-       "      <td>0.333173</td>\n",
-       "      <td>-2.152324e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13964</th>\n",
-       "      <td>0.125353</td>\n",
-       "      <td>0.123674</td>\n",
-       "      <td>1.678698e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13968</th>\n",
-       "      <td>0.152435</td>\n",
-       "      <td>0.149885</td>\n",
-       "      <td>2.550022e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13970</th>\n",
-       "      <td>0.156364</td>\n",
-       "      <td>0.157815</td>\n",
-       "      <td>-1.451154e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13978</th>\n",
-       "      <td>0.275023</td>\n",
-       "      <td>0.277040</td>\n",
-       "      <td>-2.017512e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13981</th>\n",
-       "      <td>0.008528</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.528361e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13982</th>\n",
-       "      <td>0.257452</td>\n",
-       "      <td>0.257738</td>\n",
-       "      <td>-2.857844e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13984</th>\n",
-       "      <td>0.304044</td>\n",
-       "      <td>0.308456</td>\n",
-       "      <td>-4.411617e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13986</th>\n",
-       "      <td>0.141412</td>\n",
-       "      <td>0.147948</td>\n",
-       "      <td>-6.535939e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13989</th>\n",
-       "      <td>0.046915</td>\n",
-       "      <td>0.057038</td>\n",
-       "      <td>-1.012268e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13990</th>\n",
-       "      <td>0.180006</td>\n",
-       "      <td>0.184176</td>\n",
-       "      <td>-4.169743e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13993</th>\n",
-       "      <td>0.096772</td>\n",
-       "      <td>0.095833</td>\n",
-       "      <td>9.386171e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13995</th>\n",
-       "      <td>0.097300</td>\n",
-       "      <td>0.099727</td>\n",
-       "      <td>-2.427404e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13998</th>\n",
-       "      <td>0.130088</td>\n",
-       "      <td>0.133576</td>\n",
-       "      <td>-3.488161e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13999</th>\n",
-       "      <td>0.611261</td>\n",
-       "      <td>0.617014</td>\n",
-       "      <td>-5.753197e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14001</th>\n",
-       "      <td>0.111275</td>\n",
-       "      <td>0.111186</td>\n",
-       "      <td>8.923824e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14002</th>\n",
-       "      <td>0.169266</td>\n",
-       "      <td>0.168891</td>\n",
-       "      <td>3.752921e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14007</th>\n",
-       "      <td>0.307875</td>\n",
-       "      <td>0.311943</td>\n",
-       "      <td>-4.067920e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14011</th>\n",
-       "      <td>0.346386</td>\n",
-       "      <td>0.351449</td>\n",
-       "      <td>-5.062844e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14012</th>\n",
-       "      <td>0.121204</td>\n",
-       "      <td>0.120037</td>\n",
-       "      <td>1.166585e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14016</th>\n",
-       "      <td>0.050464</td>\n",
-       "      <td>0.053212</td>\n",
-       "      <td>-2.748827e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14019</th>\n",
-       "      <td>0.173864</td>\n",
-       "      <td>0.176416</td>\n",
-       "      <td>-2.551663e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14024</th>\n",
-       "      <td>0.144785</td>\n",
-       "      <td>0.147336</td>\n",
-       "      <td>-2.551835e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14025</th>\n",
-       "      <td>0.079258</td>\n",
-       "      <td>0.072982</td>\n",
-       "      <td>6.275367e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14038</th>\n",
-       "      <td>0.009676</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.675900e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14039</th>\n",
-       "      <td>0.290395</td>\n",
-       "      <td>0.289089</td>\n",
-       "      <td>1.305220e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14040</th>\n",
-       "      <td>0.266378</td>\n",
-       "      <td>0.265130</td>\n",
-       "      <td>1.247481e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14043</th>\n",
-       "      <td>0.091666</td>\n",
-       "      <td>0.093561</td>\n",
-       "      <td>-1.894527e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14046</th>\n",
-       "      <td>0.343736</td>\n",
-       "      <td>0.345592</td>\n",
-       "      <td>-1.856902e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14048</th>\n",
-       "      <td>0.007811</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.810901e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14050</th>\n",
-       "      <td>0.261192</td>\n",
-       "      <td>0.262761</td>\n",
-       "      <td>-1.569744e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14052</th>\n",
-       "      <td>0.130655</td>\n",
-       "      <td>0.130129</td>\n",
-       "      <td>5.261955e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14054</th>\n",
-       "      <td>0.057669</td>\n",
-       "      <td>0.058686</td>\n",
-       "      <td>-1.017099e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14056</th>\n",
-       "      <td>0.057788</td>\n",
-       "      <td>0.057945</td>\n",
-       "      <td>-1.560964e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14058</th>\n",
-       "      <td>0.150275</td>\n",
-       "      <td>0.148505</td>\n",
-       "      <td>1.770338e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14064</th>\n",
-       "      <td>0.161826</td>\n",
-       "      <td>0.161954</td>\n",
-       "      <td>-1.276879e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14065</th>\n",
-       "      <td>0.165002</td>\n",
-       "      <td>0.164875</td>\n",
-       "      <td>1.272275e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14066</th>\n",
-       "      <td>0.276362</td>\n",
-       "      <td>0.274470</td>\n",
-       "      <td>1.891875e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14070</th>\n",
-       "      <td>0.087195</td>\n",
-       "      <td>0.089855</td>\n",
-       "      <td>-2.659342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14072</th>\n",
-       "      <td>0.703382</td>\n",
-       "      <td>0.719950</td>\n",
-       "      <td>-1.656743e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14073</th>\n",
-       "      <td>0.176920</td>\n",
-       "      <td>0.181174</td>\n",
-       "      <td>-4.254219e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14076</th>\n",
-       "      <td>0.479795</td>\n",
-       "      <td>0.492171</td>\n",
-       "      <td>-1.237578e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14077</th>\n",
-       "      <td>0.335479</td>\n",
-       "      <td>0.336004</td>\n",
-       "      <td>-5.247803e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14081</th>\n",
-       "      <td>0.284326</td>\n",
-       "      <td>0.284235</td>\n",
-       "      <td>9.126633e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14083</th>\n",
-       "      <td>0.204113</td>\n",
-       "      <td>0.207019</td>\n",
-       "      <td>-2.906849e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14084</th>\n",
-       "      <td>0.216015</td>\n",
-       "      <td>0.215725</td>\n",
-       "      <td>2.902358e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14085</th>\n",
-       "      <td>0.431415</td>\n",
-       "      <td>0.436718</td>\n",
-       "      <td>-5.302503e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14089</th>\n",
-       "      <td>0.173956</td>\n",
-       "      <td>0.173061</td>\n",
-       "      <td>8.951766e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14090</th>\n",
-       "      <td>0.094045</td>\n",
-       "      <td>0.094735</td>\n",
-       "      <td>-6.902684e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14092</th>\n",
-       "      <td>0.047083</td>\n",
-       "      <td>0.048378</td>\n",
-       "      <td>-1.294898e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14100</th>\n",
-       "      <td>0.261361</td>\n",
-       "      <td>0.268845</td>\n",
-       "      <td>-7.484147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14104</th>\n",
-       "      <td>0.112318</td>\n",
-       "      <td>0.100501</td>\n",
-       "      <td>1.181662e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14109</th>\n",
-       "      <td>0.381376</td>\n",
-       "      <td>0.381688</td>\n",
-       "      <td>-3.112309e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14110</th>\n",
-       "      <td>0.086663</td>\n",
-       "      <td>0.084228</td>\n",
-       "      <td>2.434254e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14113</th>\n",
-       "      <td>0.121333</td>\n",
-       "      <td>0.123763</td>\n",
-       "      <td>-2.429937e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14117</th>\n",
-       "      <td>0.170719</td>\n",
-       "      <td>0.172140</td>\n",
-       "      <td>-1.421222e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14118</th>\n",
-       "      <td>0.212760</td>\n",
-       "      <td>0.214798</td>\n",
-       "      <td>-2.037990e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14123</th>\n",
-       "      <td>0.108145</td>\n",
-       "      <td>0.109265</td>\n",
-       "      <td>-1.119530e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14124</th>\n",
-       "      <td>0.439302</td>\n",
-       "      <td>0.458623</td>\n",
-       "      <td>-1.932123e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14128</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <th>14158</th>\n",
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-       "      <th>14159</th>\n",
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-       "      <th>14163</th>\n",
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-       "      <th>14165</th>\n",
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-       "      <th>14166</th>\n",
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-       "      <th>14167</th>\n",
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-       "      <th>14168</th>\n",
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-       "      <th>14169</th>\n",
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-       "      <th>14170</th>\n",
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-       "      <th>14171</th>\n",
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-       "      <th>14172</th>\n",
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-       "      <th>14173</th>\n",
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-       "      <th>14175</th>\n",
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-       "      <th>14177</th>\n",
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-       "      <th>14178</th>\n",
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-       "      <th>14179</th>\n",
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-       "      <th>14180</th>\n",
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-       "      <th>14181</th>\n",
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-       "      <th>14183</th>\n",
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-       "      <th>14185</th>\n",
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-       "      <th>14193</th>\n",
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-       "      <th>14207</th>\n",
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-       "      <th>14212</th>\n",
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-       "    <tr>\n",
-       "      <th>14216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14217</th>\n",
-       "      <td>0.119125</td>\n",
-       "      <td>0.118161</td>\n",
-       "      <td>9.641167e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14222</th>\n",
-       "      <td>0.469906</td>\n",
-       "      <td>0.486476</td>\n",
-       "      <td>-1.656918e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14226</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14228</th>\n",
-       "      <td>0.150197</td>\n",
-       "      <td>0.151923</td>\n",
-       "      <td>-1.726283e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14233</th>\n",
-       "      <td>0.348589</td>\n",
-       "      <td>0.350625</td>\n",
-       "      <td>-2.036487e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14234</th>\n",
-       "      <td>0.143832</td>\n",
-       "      <td>0.145654</td>\n",
-       "      <td>-1.821456e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14237</th>\n",
-       "      <td>0.145287</td>\n",
-       "      <td>0.150876</td>\n",
-       "      <td>-5.589070e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14239</th>\n",
-       "      <td>0.219467</td>\n",
-       "      <td>0.221579</td>\n",
-       "      <td>-2.112663e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14241</th>\n",
-       "      <td>0.528193</td>\n",
-       "      <td>0.527829</td>\n",
-       "      <td>3.647318e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14243</th>\n",
-       "      <td>0.051769</td>\n",
-       "      <td>0.045133</td>\n",
-       "      <td>6.635667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14246</th>\n",
-       "      <td>0.176628</td>\n",
-       "      <td>0.176198</td>\n",
-       "      <td>4.295781e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14260</th>\n",
-       "      <td>0.130665</td>\n",
-       "      <td>0.131038</td>\n",
-       "      <td>-3.721153e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14266</th>\n",
-       "      <td>0.007651</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.651228e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14267</th>\n",
-       "      <td>0.523194</td>\n",
-       "      <td>0.532565</td>\n",
-       "      <td>-9.370747e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14274</th>\n",
-       "      <td>0.189024</td>\n",
-       "      <td>0.189351</td>\n",
-       "      <td>-3.275300e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14276</th>\n",
-       "      <td>0.088081</td>\n",
-       "      <td>0.091514</td>\n",
-       "      <td>-3.432788e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14277</th>\n",
-       "      <td>0.127096</td>\n",
-       "      <td>0.127327</td>\n",
-       "      <td>-2.308175e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14279</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14280</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14282</th>\n",
-       "      <td>0.392648</td>\n",
-       "      <td>0.393684</td>\n",
-       "      <td>-1.035915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14283</th>\n",
-       "      <td>0.113408</td>\n",
-       "      <td>0.113233</td>\n",
-       "      <td>1.741704e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14285</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14286</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14287</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14289</th>\n",
-       "      <td>0.058836</td>\n",
-       "      <td>0.054998</td>\n",
-       "      <td>3.837822e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14294</th>\n",
-       "      <td>0.012697</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.269720e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14297</th>\n",
-       "      <td>0.207258</td>\n",
-       "      <td>0.210079</td>\n",
-       "      <td>-2.820922e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14299</th>\n",
-       "      <td>0.144076</td>\n",
-       "      <td>0.144235</td>\n",
-       "      <td>-1.585990e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14301</th>\n",
-       "      <td>0.194707</td>\n",
-       "      <td>0.193464</td>\n",
-       "      <td>1.243216e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14302</th>\n",
-       "      <td>0.171249</td>\n",
-       "      <td>0.172135</td>\n",
-       "      <td>-8.853701e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14303</th>\n",
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-       "      <th>14304</th>\n",
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-       "      <th>14305</th>\n",
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-       "      <th>14306</th>\n",
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-       "      <th>14307</th>\n",
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-       "      <th>14316</th>\n",
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-       "      <th>14324</th>\n",
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-       "      <th>14325</th>\n",
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-       "      <th>14332</th>\n",
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-       "      <th>14341</th>\n",
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-       "      <th>14346</th>\n",
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-       "      <th>14347</th>\n",
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-       "      <th>14348</th>\n",
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-       "    <tr>\n",
-       "      <th>14391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14400</th>\n",
-       "      <td>0.008268</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.267687e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14403</th>\n",
-       "      <td>0.171149</td>\n",
-       "      <td>0.168655</td>\n",
-       "      <td>2.494338e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14412</th>\n",
-       "      <td>0.152160</td>\n",
-       "      <td>0.149086</td>\n",
-       "      <td>3.074378e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14413</th>\n",
-       "      <td>0.155729</td>\n",
-       "      <td>0.157017</td>\n",
-       "      <td>-1.288526e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14423</th>\n",
-       "      <td>0.192080</td>\n",
-       "      <td>0.192111</td>\n",
-       "      <td>-3.116644e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14427</th>\n",
-       "      <td>0.013176</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.317632e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14429</th>\n",
-       "      <td>0.405658</td>\n",
-       "      <td>0.407214</td>\n",
-       "      <td>-1.555652e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14430</th>\n",
-       "      <td>0.154495</td>\n",
-       "      <td>0.154186</td>\n",
-       "      <td>3.093836e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14434</th>\n",
-       "      <td>0.155594</td>\n",
-       "      <td>0.159098</td>\n",
-       "      <td>-3.503948e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14441</th>\n",
-       "      <td>0.207781</td>\n",
-       "      <td>0.206113</td>\n",
-       "      <td>1.667455e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14443</th>\n",
-       "      <td>0.225672</td>\n",
-       "      <td>0.233216</td>\n",
-       "      <td>-7.543272e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14444</th>\n",
-       "      <td>0.121970</td>\n",
-       "      <td>0.121418</td>\n",
-       "      <td>5.520030e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14445</th>\n",
-       "      <td>0.135716</td>\n",
-       "      <td>0.137545</td>\n",
-       "      <td>-1.828440e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14448</th>\n",
-       "      <td>0.396250</td>\n",
-       "      <td>0.401136</td>\n",
-       "      <td>-4.886461e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14449</th>\n",
-       "      <td>0.173882</td>\n",
-       "      <td>0.182144</td>\n",
-       "      <td>-8.261917e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14450</th>\n",
-       "      <td>0.104504</td>\n",
-       "      <td>0.110516</td>\n",
-       "      <td>-6.011736e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14453</th>\n",
-       "      <td>0.208704</td>\n",
-       "      <td>0.211732</td>\n",
-       "      <td>-3.028090e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14454</th>\n",
-       "      <td>0.007507</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.506684e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14455</th>\n",
-       "      <td>0.183653</td>\n",
-       "      <td>0.185646</td>\n",
-       "      <td>-1.992958e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14460</th>\n",
-       "      <td>0.095523</td>\n",
-       "      <td>0.095890</td>\n",
-       "      <td>-3.669070e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14469</th>\n",
-       "      <td>0.194340</td>\n",
-       "      <td>0.196649</td>\n",
-       "      <td>-2.308868e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14473</th>\n",
-       "      <td>0.437631</td>\n",
-       "      <td>0.438898</td>\n",
-       "      <td>-1.266697e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14478</th>\n",
-       "      <td>0.236803</td>\n",
-       "      <td>0.239089</td>\n",
-       "      <td>-2.285557e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14479</th>\n",
-       "      <td>0.008903</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.902743e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14489</th>\n",
-       "      <td>0.290843</td>\n",
-       "      <td>0.289971</td>\n",
-       "      <td>8.726109e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14495</th>\n",
-       "      <td>0.008156</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.155671e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14496</th>\n",
-       "      <td>0.305965</td>\n",
-       "      <td>0.305501</td>\n",
-       "      <td>4.635487e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14498</th>\n",
-       "      <td>0.099620</td>\n",
-       "      <td>0.097443</td>\n",
-       "      <td>2.176606e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14503</th>\n",
-       "      <td>0.222837</td>\n",
-       "      <td>0.225577</td>\n",
-       "      <td>-2.739913e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14510</th>\n",
-       "      <td>0.053202</td>\n",
-       "      <td>0.052171</td>\n",
-       "      <td>1.030530e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14511</th>\n",
-       "      <td>0.153616</td>\n",
-       "      <td>0.150979</td>\n",
-       "      <td>2.637225e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14512</th>\n",
-       "      <td>0.431778</td>\n",
-       "      <td>0.441252</td>\n",
-       "      <td>-9.473810e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14517</th>\n",
-       "      <td>0.177840</td>\n",
-       "      <td>0.179669</td>\n",
-       "      <td>-1.829009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14523</th>\n",
-       "      <td>0.264946</td>\n",
-       "      <td>0.265562</td>\n",
-       "      <td>-6.156847e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14527</th>\n",
-       "      <td>0.209213</td>\n",
-       "      <td>0.209581</td>\n",
-       "      <td>-3.676105e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14528</th>\n",
-       "      <td>0.227738</td>\n",
-       "      <td>0.227268</td>\n",
-       "      <td>4.693183e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14529</th>\n",
-       "      <td>0.102073</td>\n",
-       "      <td>0.105111</td>\n",
-       "      <td>-3.037525e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14530</th>\n",
-       "      <td>0.161282</td>\n",
-       "      <td>0.161304</td>\n",
-       "      <td>-2.146092e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14535</th>\n",
-       "      <td>0.213373</td>\n",
-       "      <td>0.213587</td>\n",
-       "      <td>-2.138684e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14536</th>\n",
-       "      <td>0.160144</td>\n",
-       "      <td>0.167250</td>\n",
-       "      <td>-7.105480e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14539</th>\n",
-       "      <td>0.191235</td>\n",
-       "      <td>0.197425</td>\n",
-       "      <td>-6.190308e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14540</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14541</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14542</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14543</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14544</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14545</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14546</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14547</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14548</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14549</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14550</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14551</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14552</th>\n",
-       "      <td>0.143904</td>\n",
-       "      <td>0.147352</td>\n",
-       "      <td>-3.448026e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14553</th>\n",
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-       "    <tr>\n",
-       "      <th>14554</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14555</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14556</th>\n",
-       "      <td>0.330374</td>\n",
-       "      <td>0.330150</td>\n",
-       "      <td>2.245541e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14557</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14558</th>\n",
-       "      <td>0.137628</td>\n",
-       "      <td>0.140126</td>\n",
-       "      <td>-2.497570e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14559</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14560</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14561</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14562</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14563</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14564</th>\n",
-       "      <td>0.265447</td>\n",
-       "      <td>0.266241</td>\n",
-       "      <td>-7.940843e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14565</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
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-       "    <tr>\n",
-       "      <th>14567</th>\n",
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-       "      <th>14568</th>\n",
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-       "    <tr>\n",
-       "      <th>14569</th>\n",
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-       "      <th>14570</th>\n",
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-       "      <th>14571</th>\n",
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-       "      <th>14572</th>\n",
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-       "      <th>14576</th>\n",
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-       "      <th>14578</th>\n",
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-       "      <th>14588</th>\n",
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-       "      <th>14590</th>\n",
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-       "    <tr>\n",
-       "      <th>14591</th>\n",
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-       "    <tr>\n",
-       "      <th>14592</th>\n",
-       "      <td>0.121743</td>\n",
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-       "    <tr>\n",
-       "      <th>14593</th>\n",
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-       "    <tr>\n",
-       "      <th>14594</th>\n",
-       "      <td>0.013610</td>\n",
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-       "      <th>14595</th>\n",
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-       "      <th>14596</th>\n",
-       "      <td>0.311532</td>\n",
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-       "    <tr>\n",
-       "      <th>14597</th>\n",
-       "      <td>0.315467</td>\n",
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-       "    <tr>\n",
-       "      <th>14598</th>\n",
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-       "    <tr>\n",
-       "      <th>14599</th>\n",
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-       "      <th>14600</th>\n",
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-       "    <tr>\n",
-       "      <th>14601</th>\n",
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-       "      <th>14602</th>\n",
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-       "    <tr>\n",
-       "      <th>14603</th>\n",
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-       "      <th>14604</th>\n",
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-       "    <tr>\n",
-       "      <th>14605</th>\n",
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-       "    <tr>\n",
-       "      <th>14606</th>\n",
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-       "    <tr>\n",
-       "      <th>14607</th>\n",
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-       "    <tr>\n",
-       "      <th>14608</th>\n",
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-       "    <tr>\n",
-       "      <th>14609</th>\n",
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-       "    <tr>\n",
-       "      <th>14610</th>\n",
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-       "    <tr>\n",
-       "      <th>14611</th>\n",
-       "      <td>0.119293</td>\n",
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-       "    <tr>\n",
-       "      <th>14612</th>\n",
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-       "    <tr>\n",
-       "      <th>14613</th>\n",
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-       "    <tr>\n",
-       "      <th>14614</th>\n",
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-       "    <tr>\n",
-       "      <th>14615</th>\n",
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-       "    <tr>\n",
-       "      <th>14616</th>\n",
-       "      <td>0.349321</td>\n",
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-       "    <tr>\n",
-       "      <th>14617</th>\n",
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-       "    <tr>\n",
-       "      <th>14618</th>\n",
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-       "    <tr>\n",
-       "      <th>14619</th>\n",
-       "      <td>0.104610</td>\n",
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-       "    <tr>\n",
-       "      <th>14620</th>\n",
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-       "    <tr>\n",
-       "      <th>14621</th>\n",
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-       "      <th>14622</th>\n",
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-       "    <tr>\n",
-       "      <th>14623</th>\n",
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-       "    <tr>\n",
-       "      <th>14624</th>\n",
-       "      <td>0.426866</td>\n",
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-       "      <td>2.493357e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>14625</th>\n",
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-       "    <tr>\n",
-       "      <th>14626</th>\n",
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-       "      <th>14627</th>\n",
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-       "      <th>14628</th>\n",
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-       "      <th>14631</th>\n",
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-       "      <th>14632</th>\n",
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-       "    <tr>\n",
-       "      <th>14634</th>\n",
-       "      <td>0.154725</td>\n",
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-       "      <th>14635</th>\n",
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-       "      <th>14640</th>\n",
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-       "      <th>14641</th>\n",
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-       "      <th>14654</th>\n",
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-       "      <th>14655</th>\n",
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-       "      <th>14656</th>\n",
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-       "      <th>14659</th>\n",
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-       "      <th>14673</th>\n",
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-       "      <th>14677</th>\n",
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-       "      <th>14678</th>\n",
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-       "      <th>14679</th>\n",
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-       "      <th>14681</th>\n",
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-       "      <th>14682</th>\n",
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-       "      <th>14684</th>\n",
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-       "      <th>14696</th>\n",
-       "      <td>0.111840</td>\n",
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-       "      <th>14697</th>\n",
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-       "      <th>14698</th>\n",
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-       "      <th>14705</th>\n",
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-       "      <th>14707</th>\n",
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-       "      <th>14708</th>\n",
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-       "      <th>14709</th>\n",
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-       "      <th>14710</th>\n",
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-       "      <th>14720</th>\n",
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-       "      <th>14721</th>\n",
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-       "      <th>14727</th>\n",
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-       "      <th>14728</th>\n",
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-       "      <th>14732</th>\n",
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-       "      <th>14737</th>\n",
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-       "      <th>14740</th>\n",
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-       "      <th>14741</th>\n",
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-       "      <th>14743</th>\n",
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-       "      <th>14744</th>\n",
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-       "      <th>14745</th>\n",
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-       "      <th>14746</th>\n",
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-       "      <th>14747</th>\n",
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-       "      <td>0.154645</td>\n",
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-       "      <th>14748</th>\n",
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-       "      <th>14749</th>\n",
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-       "      <th>14750</th>\n",
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-       "      <th>14751</th>\n",
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-       "      <th>14752</th>\n",
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-       "      <th>14753</th>\n",
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-       "      <th>14754</th>\n",
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-       "    <tr>\n",
-       "      <th>14755</th>\n",
-       "      <td>0.092371</td>\n",
-       "      <td>0.091754</td>\n",
-       "      <td>6.162183e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14756</th>\n",
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-       "      <th>14757</th>\n",
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-       "    <tr>\n",
-       "      <th>14758</th>\n",
-       "      <td>0.147172</td>\n",
-       "      <td>0.151530</td>\n",
-       "      <td>-4.358283e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>14759</th>\n",
-       "      <td>0.524177</td>\n",
-       "      <td>0.524652</td>\n",
-       "      <td>-4.752565e-04</td>\n",
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-       "      <th>14760</th>\n",
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-       "      <th>14761</th>\n",
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-       "      <th>14762</th>\n",
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-       "    <tr>\n",
-       "      <th>14763</th>\n",
-       "      <td>0.122173</td>\n",
-       "      <td>0.126897</td>\n",
-       "      <td>-4.723767e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>14764</th>\n",
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-       "    <tr>\n",
-       "      <th>14765</th>\n",
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-       "    <tr>\n",
-       "      <th>14766</th>\n",
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-       "    <tr>\n",
-       "      <th>14767</th>\n",
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-       "    <tr>\n",
-       "      <th>14768</th>\n",
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-       "    <tr>\n",
-       "      <th>14769</th>\n",
-       "      <td>0.176715</td>\n",
-       "      <td>0.176487</td>\n",
-       "      <td>2.275772e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14770</th>\n",
-       "      <td>0.408296</td>\n",
-       "      <td>0.413286</td>\n",
-       "      <td>-4.989889e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14771</th>\n",
-       "      <td>0.430860</td>\n",
-       "      <td>0.435333</td>\n",
-       "      <td>-4.472488e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14772</th>\n",
-       "      <td>0.437367</td>\n",
-       "      <td>0.448333</td>\n",
-       "      <td>-1.096604e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>14773</th>\n",
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-       "    <tr>\n",
-       "      <th>14774</th>\n",
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-       "    <tr>\n",
-       "      <th>14775</th>\n",
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-       "    <tr>\n",
-       "      <th>14776</th>\n",
-       "      <td>0.208097</td>\n",
-       "      <td>0.216197</td>\n",
-       "      <td>-8.100076e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14777</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>14778</th>\n",
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-       "    <tr>\n",
-       "      <th>14779</th>\n",
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-       "    <tr>\n",
-       "      <th>14780</th>\n",
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-       "    <tr>\n",
-       "      <th>14781</th>\n",
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-       "    <tr>\n",
-       "      <th>14782</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14783</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14784</th>\n",
-       "      <td>0.198508</td>\n",
-       "      <td>0.198611</td>\n",
-       "      <td>-1.035791e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>14785</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14786</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>14787</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>14788</th>\n",
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-       "    <tr>\n",
-       "      <th>14789</th>\n",
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-       "    <tr>\n",
-       "      <th>14790</th>\n",
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-       "    <tr>\n",
-       "      <th>14791</th>\n",
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-       "    <tr>\n",
-       "      <th>14792</th>\n",
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-       "    <tr>\n",
-       "      <th>14793</th>\n",
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-       "    <tr>\n",
-       "      <th>14794</th>\n",
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-       "    <tr>\n",
-       "      <th>14795</th>\n",
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-       "    <tr>\n",
-       "      <th>14796</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14797</th>\n",
-       "      <td>0.195280</td>\n",
-       "      <td>0.200428</td>\n",
-       "      <td>-5.147820e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14798</th>\n",
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-       "    <tr>\n",
-       "      <th>14799</th>\n",
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-       "    <tr>\n",
-       "      <th>14800</th>\n",
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-       "    <tr>\n",
-       "      <th>14801</th>\n",
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-       "    <tr>\n",
-       "      <th>14802</th>\n",
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-       "    <tr>\n",
-       "      <th>14803</th>\n",
-       "      <td>0.192035</td>\n",
-       "      <td>0.193955</td>\n",
-       "      <td>-1.920019e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>14804</th>\n",
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-       "    <tr>\n",
-       "      <th>14805</th>\n",
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-       "    <tr>\n",
-       "      <th>14806</th>\n",
-       "      <td>0.351060</td>\n",
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-       "      <td>-4.220825e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>14807</th>\n",
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-       "    <tr>\n",
-       "      <th>14808</th>\n",
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-       "    <tr>\n",
-       "      <th>14809</th>\n",
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-       "    <tr>\n",
-       "      <th>14810</th>\n",
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-       "    <tr>\n",
-       "      <th>14811</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14812</th>\n",
-       "      <td>0.205607</td>\n",
-       "      <td>0.206025</td>\n",
-       "      <td>-4.175174e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>14813</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>14814</th>\n",
-       "      <td>0.057948</td>\n",
-       "      <td>0.059420</td>\n",
-       "      <td>-1.472880e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>14815</th>\n",
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-       "    <tr>\n",
-       "      <th>14816</th>\n",
-       "      <td>0.144579</td>\n",
-       "      <td>0.145031</td>\n",
-       "      <td>-4.514919e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14817</th>\n",
-       "      <td>0.079250</td>\n",
-       "      <td>0.080993</td>\n",
-       "      <td>-1.743192e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14818</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14819</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14820</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14821</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14822</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14823</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>14824</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14825</th>\n",
-       "      <td>0.097947</td>\n",
-       "      <td>0.097032</td>\n",
-       "      <td>9.144510e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14826</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14827</th>\n",
-       "      <td>0.162778</td>\n",
-       "      <td>0.162965</td>\n",
-       "      <td>-1.862132e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14831</th>\n",
-       "      <td>0.141872</td>\n",
-       "      <td>0.141807</td>\n",
-       "      <td>6.491906e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14840</th>\n",
-       "      <td>0.231040</td>\n",
-       "      <td>0.240091</td>\n",
-       "      <td>-9.050561e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14841</th>\n",
-       "      <td>0.212069</td>\n",
-       "      <td>0.217740</td>\n",
-       "      <td>-5.670936e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14845</th>\n",
-       "      <td>0.232420</td>\n",
-       "      <td>0.235080</td>\n",
-       "      <td>-2.659744e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14846</th>\n",
-       "      <td>0.285926</td>\n",
-       "      <td>0.293072</td>\n",
-       "      <td>-7.145231e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14847</th>\n",
-       "      <td>0.092921</td>\n",
-       "      <td>0.102624</td>\n",
-       "      <td>-9.703165e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14849</th>\n",
-       "      <td>0.274059</td>\n",
-       "      <td>0.270796</td>\n",
-       "      <td>3.262189e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14850</th>\n",
-       "      <td>0.176679</td>\n",
-       "      <td>0.178322</td>\n",
-       "      <td>-1.643292e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14852</th>\n",
-       "      <td>0.164081</td>\n",
-       "      <td>0.166735</td>\n",
-       "      <td>-2.653950e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14862</th>\n",
-       "      <td>0.293915</td>\n",
-       "      <td>0.294404</td>\n",
-       "      <td>-4.885719e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14867</th>\n",
-       "      <td>0.148259</td>\n",
-       "      <td>0.143838</td>\n",
-       "      <td>4.421236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14887</th>\n",
-       "      <td>0.119622</td>\n",
-       "      <td>0.121007</td>\n",
-       "      <td>-1.384594e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14890</th>\n",
-       "      <td>0.120377</td>\n",
-       "      <td>0.121910</td>\n",
-       "      <td>-1.532617e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14898</th>\n",
-       "      <td>0.191053</td>\n",
-       "      <td>0.202187</td>\n",
-       "      <td>-1.113345e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14899</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14900</th>\n",
-       "      <td>0.209131</td>\n",
-       "      <td>0.208073</td>\n",
-       "      <td>1.057871e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14904</th>\n",
-       "      <td>0.166487</td>\n",
-       "      <td>0.169947</td>\n",
-       "      <td>-3.460865e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14918</th>\n",
-       "      <td>0.383713</td>\n",
-       "      <td>0.384677</td>\n",
-       "      <td>-9.635678e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14921</th>\n",
-       "      <td>0.287327</td>\n",
-       "      <td>0.284048</td>\n",
-       "      <td>3.278236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14923</th>\n",
-       "      <td>0.287664</td>\n",
-       "      <td>0.291387</td>\n",
-       "      <td>-3.722530e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14929</th>\n",
-       "      <td>0.176889</td>\n",
-       "      <td>0.195347</td>\n",
-       "      <td>-1.845826e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14931</th>\n",
-       "      <td>0.575301</td>\n",
-       "      <td>0.583238</td>\n",
-       "      <td>-7.937341e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14941</th>\n",
-       "      <td>0.433998</td>\n",
-       "      <td>0.447915</td>\n",
-       "      <td>-1.391648e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14944</th>\n",
-       "      <td>0.156773</td>\n",
-       "      <td>0.155881</td>\n",
-       "      <td>8.918715e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14945</th>\n",
-       "      <td>0.071415</td>\n",
-       "      <td>0.072204</td>\n",
-       "      <td>-7.894862e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14953</th>\n",
-       "      <td>0.109583</td>\n",
-       "      <td>0.109235</td>\n",
-       "      <td>3.482816e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14961</th>\n",
-       "      <td>0.137870</td>\n",
-       "      <td>0.140523</td>\n",
-       "      <td>-2.652251e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14962</th>\n",
-       "      <td>0.344253</td>\n",
-       "      <td>0.343528</td>\n",
-       "      <td>7.247788e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14963</th>\n",
-       "      <td>0.070079</td>\n",
-       "      <td>0.071866</td>\n",
-       "      <td>-1.787392e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14965</th>\n",
-       "      <td>0.230150</td>\n",
-       "      <td>0.235725</td>\n",
-       "      <td>-5.574893e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14966</th>\n",
-       "      <td>0.707028</td>\n",
-       "      <td>0.708973</td>\n",
-       "      <td>-1.944970e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14970</th>\n",
-       "      <td>0.396047</td>\n",
-       "      <td>0.398669</td>\n",
-       "      <td>-2.621398e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14973</th>\n",
-       "      <td>0.101211</td>\n",
-       "      <td>0.101704</td>\n",
-       "      <td>-4.937424e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14976</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14978</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14979</th>\n",
-       "      <td>0.161960</td>\n",
-       "      <td>0.158464</td>\n",
-       "      <td>3.495726e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14980</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14981</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14982</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14983</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14984</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14985</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14986</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14987</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14988</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14989</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14990</th>\n",
-       "      <td>0.062993</td>\n",
-       "      <td>0.062914</td>\n",
-       "      <td>7.866480e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14991</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14992</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14993</th>\n",
-       "      <td>0.180655</td>\n",
-       "      <td>0.178223</td>\n",
-       "      <td>2.432440e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14994</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>14995</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "      <th>14996</th>\n",
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-       "    <tr>\n",
-       "      <th>14997</th>\n",
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-       "    <tr>\n",
-       "      <th>14998</th>\n",
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-       "    <tr>\n",
-       "      <th>14999</th>\n",
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-       "    <tr>\n",
-       "      <th>15000</th>\n",
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-       "    <tr>\n",
-       "      <th>15001</th>\n",
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-       "    <tr>\n",
-       "      <th>15002</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15003</th>\n",
-       "      <td>0.378968</td>\n",
-       "      <td>0.377285</td>\n",
-       "      <td>1.683364e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15008</th>\n",
-       "      <td>0.311707</td>\n",
-       "      <td>0.310345</td>\n",
-       "      <td>1.362117e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15017</th>\n",
-       "      <td>0.067797</td>\n",
-       "      <td>0.070670</td>\n",
-       "      <td>-2.873095e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15018</th>\n",
-       "      <td>0.138445</td>\n",
-       "      <td>0.138752</td>\n",
-       "      <td>-3.068945e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15019</th>\n",
-       "      <td>0.218910</td>\n",
-       "      <td>0.229048</td>\n",
-       "      <td>-1.013759e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15020</th>\n",
-       "      <td>0.135980</td>\n",
-       "      <td>0.137146</td>\n",
-       "      <td>-1.166066e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15029</th>\n",
-       "      <td>0.038285</td>\n",
-       "      <td>0.083108</td>\n",
-       "      <td>-4.482312e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15031</th>\n",
-       "      <td>0.015773</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.577277e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15033</th>\n",
-       "      <td>0.010152</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.015166e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15034</th>\n",
-       "      <td>0.095996</td>\n",
-       "      <td>0.097539</td>\n",
-       "      <td>-1.543273e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15039</th>\n",
-       "      <td>0.249689</td>\n",
-       "      <td>0.251326</td>\n",
-       "      <td>-1.636838e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15040</th>\n",
-       "      <td>0.220520</td>\n",
-       "      <td>0.220202</td>\n",
-       "      <td>3.174413e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15042</th>\n",
-       "      <td>0.719680</td>\n",
-       "      <td>0.715173</td>\n",
-       "      <td>4.507100e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15044</th>\n",
-       "      <td>0.243646</td>\n",
-       "      <td>0.243658</td>\n",
-       "      <td>-1.264064e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15047</th>\n",
-       "      <td>0.033682</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.368225e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15049</th>\n",
-       "      <td>0.141651</td>\n",
-       "      <td>0.145763</td>\n",
-       "      <td>-4.111574e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15053</th>\n",
-       "      <td>0.081531</td>\n",
-       "      <td>0.084080</td>\n",
-       "      <td>-2.548558e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15055</th>\n",
-       "      <td>0.093930</td>\n",
-       "      <td>0.094257</td>\n",
-       "      <td>-3.265448e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15056</th>\n",
-       "      <td>0.190720</td>\n",
-       "      <td>0.190649</td>\n",
-       "      <td>7.102469e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15059</th>\n",
-       "      <td>0.264503</td>\n",
-       "      <td>0.267471</td>\n",
-       "      <td>-2.967943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15064</th>\n",
-       "      <td>0.530102</td>\n",
-       "      <td>0.530530</td>\n",
-       "      <td>-4.283116e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15066</th>\n",
-       "      <td>0.252617</td>\n",
-       "      <td>0.255618</td>\n",
-       "      <td>-3.001171e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15086</th>\n",
-       "      <td>0.121234</td>\n",
-       "      <td>0.121958</td>\n",
-       "      <td>-7.237864e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15089</th>\n",
-       "      <td>0.133855</td>\n",
-       "      <td>0.135057</td>\n",
-       "      <td>-1.201770e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15090</th>\n",
-       "      <td>0.068944</td>\n",
-       "      <td>0.066375</td>\n",
-       "      <td>2.569520e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15091</th>\n",
-       "      <td>0.038768</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.876818e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15092</th>\n",
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-       "      <th>15093</th>\n",
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-       "      <th>15096</th>\n",
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-       "      <th>15114</th>\n",
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-       "      <th>15117</th>\n",
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-       "      <th>15118</th>\n",
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-       "      <th>15119</th>\n",
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-       "      <th>15121</th>\n",
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-       "      <th>15122</th>\n",
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-       "      <th>15123</th>\n",
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-       "      <th>15124</th>\n",
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-       "      <th>15128</th>\n",
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-       "      <th>15129</th>\n",
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-       "      <th>15130</th>\n",
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-       "      <th>15131</th>\n",
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-       "      <th>15132</th>\n",
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-       "      <th>15133</th>\n",
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-       "    <tr>\n",
-       "      <th>15134</th>\n",
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-       "    <tr>\n",
-       "      <th>15135</th>\n",
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-       "    <tr>\n",
-       "      <th>15136</th>\n",
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-       "    <tr>\n",
-       "      <th>15137</th>\n",
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-       "    <tr>\n",
-       "      <th>15138</th>\n",
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-       "      <th>15139</th>\n",
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-       "    <tr>\n",
-       "      <th>15140</th>\n",
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-       "      <th>15141</th>\n",
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-       "      <th>15142</th>\n",
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-       "      <th>15143</th>\n",
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-       "      <th>15145</th>\n",
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-       "      <th>15146</th>\n",
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-       "      <th>15147</th>\n",
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-       "      <th>15148</th>\n",
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-       "      <th>15150</th>\n",
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-       "      <th>15154</th>\n",
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-       "      <th>15173</th>\n",
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-       "      <th>15179</th>\n",
-       "      <td>0.429851</td>\n",
-       "      <td>0.430244</td>\n",
-       "      <td>-3.936231e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15180</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15181</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15182</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15183</th>\n",
-       "      <td>0.052208</td>\n",
-       "      <td>0.046856</td>\n",
-       "      <td>5.352464e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15184</th>\n",
-       "      <td>0.081173</td>\n",
-       "      <td>0.083720</td>\n",
-       "      <td>-2.546434e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15185</th>\n",
-       "      <td>0.050528</td>\n",
-       "      <td>0.046527</td>\n",
-       "      <td>4.000829e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15186</th>\n",
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-       "    <tr>\n",
-       "      <th>15187</th>\n",
-       "      <td>0.150221</td>\n",
-       "      <td>0.149587</td>\n",
-       "      <td>6.336972e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15188</th>\n",
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-       "    <tr>\n",
-       "      <th>15189</th>\n",
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-       "    <tr>\n",
-       "      <th>15190</th>\n",
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-       "    <tr>\n",
-       "      <th>15191</th>\n",
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-       "    <tr>\n",
-       "      <th>15192</th>\n",
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-       "    <tr>\n",
-       "      <th>15193</th>\n",
-       "      <td>0.233705</td>\n",
-       "      <td>0.239322</td>\n",
-       "      <td>-5.617167e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15194</th>\n",
-       "      <td>0.211093</td>\n",
-       "      <td>0.212812</td>\n",
-       "      <td>-1.718852e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15195</th>\n",
-       "      <td>0.135825</td>\n",
-       "      <td>0.131941</td>\n",
-       "      <td>3.884728e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15196</th>\n",
-       "      <td>0.068799</td>\n",
-       "      <td>0.066846</td>\n",
-       "      <td>1.952364e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15197</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15198</th>\n",
-       "      <td>0.020030</td>\n",
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-       "      <td>2.002990e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15199</th>\n",
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-       "    <tr>\n",
-       "      <th>15200</th>\n",
-       "      <td>0.166982</td>\n",
-       "      <td>0.176839</td>\n",
-       "      <td>-9.856865e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15201</th>\n",
-       "      <td>0.627591</td>\n",
-       "      <td>0.634059</td>\n",
-       "      <td>-6.468471e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15202</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15203</th>\n",
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-       "    <tr>\n",
-       "      <th>15204</th>\n",
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-       "    <tr>\n",
-       "      <th>15205</th>\n",
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-       "    <tr>\n",
-       "      <th>15206</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15207</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15208</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15209</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15210</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15211</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15212</th>\n",
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-       "    <tr>\n",
-       "      <th>15213</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15214</th>\n",
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-       "    <tr>\n",
-       "      <th>15215</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15216</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15217</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15218</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15219</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15220</th>\n",
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-       "    <tr>\n",
-       "      <th>15221</th>\n",
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-       "    <tr>\n",
-       "      <th>15222</th>\n",
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-       "    <tr>\n",
-       "      <th>15223</th>\n",
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-       "    <tr>\n",
-       "      <th>15224</th>\n",
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-       "    <tr>\n",
-       "      <th>15225</th>\n",
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-       "    <tr>\n",
-       "      <th>15226</th>\n",
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-       "    <tr>\n",
-       "      <th>15227</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15228</th>\n",
-       "      <td>0.164809</td>\n",
-       "      <td>0.170038</td>\n",
-       "      <td>-5.228510e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15229</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15230</th>\n",
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-       "    <tr>\n",
-       "      <th>15231</th>\n",
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-       "    <tr>\n",
-       "      <th>15232</th>\n",
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-       "    <tr>\n",
-       "      <th>15233</th>\n",
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-       "    <tr>\n",
-       "      <th>15234</th>\n",
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-       "    <tr>\n",
-       "      <th>15235</th>\n",
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-       "    <tr>\n",
-       "      <th>15236</th>\n",
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-       "    <tr>\n",
-       "      <th>15237</th>\n",
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-       "    <tr>\n",
-       "      <th>15238</th>\n",
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-       "    <tr>\n",
-       "      <th>15239</th>\n",
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-       "    <tr>\n",
-       "      <th>15240</th>\n",
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-       "    <tr>\n",
-       "      <th>15241</th>\n",
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-       "    <tr>\n",
-       "      <th>15242</th>\n",
-       "      <td>0.182255</td>\n",
-       "      <td>0.181549</td>\n",
-       "      <td>7.067581e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15243</th>\n",
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-       "    <tr>\n",
-       "      <th>15244</th>\n",
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-       "    <tr>\n",
-       "      <th>15245</th>\n",
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-       "    <tr>\n",
-       "      <th>15246</th>\n",
-       "      <td>0.190974</td>\n",
-       "      <td>0.187181</td>\n",
-       "      <td>3.793709e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15247</th>\n",
-       "      <td>0.651030</td>\n",
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-       "      <td>-3.886166e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15248</th>\n",
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-       "    <tr>\n",
-       "      <th>15249</th>\n",
-       "      <td>0.236160</td>\n",
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-       "    <tr>\n",
-       "      <th>15250</th>\n",
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-       "    <tr>\n",
-       "      <th>15251</th>\n",
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-       "      <th>15252</th>\n",
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-       "      <th>15253</th>\n",
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-       "      <th>15254</th>\n",
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-       "      <th>15255</th>\n",
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-       "      <th>15256</th>\n",
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-       "    <tr>\n",
-       "      <th>15257</th>\n",
-       "      <td>0.269475</td>\n",
-       "      <td>0.268656</td>\n",
-       "      <td>8.190520e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15258</th>\n",
-       "      <td>0.086432</td>\n",
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-       "      <td>1.141342e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15259</th>\n",
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-       "      <td>-1.715725e-03</td>\n",
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-       "      <th>15260</th>\n",
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-       "      <th>15261</th>\n",
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-       "      <th>15262</th>\n",
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-       "      <th>15263</th>\n",
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-       "      <th>15264</th>\n",
-       "      <td>0.073500</td>\n",
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-       "      <td>-8.149421e-04</td>\n",
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-       "      <th>15265</th>\n",
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-       "      <th>15266</th>\n",
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-       "      <th>15267</th>\n",
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-       "    <tr>\n",
-       "      <th>15268</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15269</th>\n",
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-       "    <tr>\n",
-       "      <th>15270</th>\n",
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-       "    <tr>\n",
-       "      <th>15271</th>\n",
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-       "    <tr>\n",
-       "      <th>15272</th>\n",
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-       "    <tr>\n",
-       "      <th>15273</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15274</th>\n",
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-       "    <tr>\n",
-       "      <th>15275</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15276</th>\n",
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-       "    <tr>\n",
-       "      <th>15277</th>\n",
-       "      <td>0.133164</td>\n",
-       "      <td>0.138449</td>\n",
-       "      <td>-5.285600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15278</th>\n",
-       "      <td>0.134131</td>\n",
-       "      <td>0.139303</td>\n",
-       "      <td>-5.172172e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15279</th>\n",
-       "      <td>0.022656</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.265570e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15280</th>\n",
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-       "    <tr>\n",
-       "      <th>15281</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15282</th>\n",
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-       "    <tr>\n",
-       "      <th>15283</th>\n",
-       "      <td>0.176308</td>\n",
-       "      <td>0.173694</td>\n",
-       "      <td>2.614245e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15284</th>\n",
-       "      <td>0.111950</td>\n",
-       "      <td>0.117862</td>\n",
-       "      <td>-5.911649e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15285</th>\n",
-       "      <td>0.130580</td>\n",
-       "      <td>0.131730</td>\n",
-       "      <td>-1.149679e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15286</th>\n",
-       "      <td>0.040081</td>\n",
-       "      <td>0.042340</td>\n",
-       "      <td>-2.259279e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15287</th>\n",
-       "      <td>0.350286</td>\n",
-       "      <td>0.347153</td>\n",
-       "      <td>3.132327e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15288</th>\n",
-       "      <td>0.162722</td>\n",
-       "      <td>0.165784</td>\n",
-       "      <td>-3.062276e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15289</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15290</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15291</th>\n",
-       "      <td>0.244204</td>\n",
-       "      <td>0.247662</td>\n",
-       "      <td>-3.458330e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15292</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15293</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15294</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15295</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15296</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15298</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15299</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15300</th>\n",
-       "      <td>0.200122</td>\n",
-       "      <td>0.200888</td>\n",
-       "      <td>-7.663922e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15301</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15302</th>\n",
-       "      <td>0.175730</td>\n",
-       "      <td>0.176736</td>\n",
-       "      <td>-1.006136e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15303</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15304</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15305</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15306</th>\n",
-       "      <td>0.124892</td>\n",
-       "      <td>0.119614</td>\n",
-       "      <td>5.277871e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15307</th>\n",
-       "      <td>0.159738</td>\n",
-       "      <td>0.158582</td>\n",
-       "      <td>1.155866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15308</th>\n",
-       "      <td>0.207283</td>\n",
-       "      <td>0.204703</td>\n",
-       "      <td>2.579587e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15309</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15310</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15311</th>\n",
-       "      <td>0.171651</td>\n",
-       "      <td>0.165566</td>\n",
-       "      <td>6.084758e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15312</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15313</th>\n",
-       "      <td>0.238481</td>\n",
-       "      <td>0.231989</td>\n",
-       "      <td>6.492734e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15314</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15315</th>\n",
-       "      <td>0.597224</td>\n",
-       "      <td>0.596786</td>\n",
-       "      <td>4.384617e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15316</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15317</th>\n",
-       "      <td>0.155143</td>\n",
-       "      <td>0.159178</td>\n",
-       "      <td>-4.034469e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15318</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15319</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15320</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15321</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15322</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15323</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15324</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15325</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15326</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15327</th>\n",
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-       "    <tr>\n",
-       "      <th>15328</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>15329</th>\n",
-       "      <td>0.238627</td>\n",
-       "      <td>0.238384</td>\n",
-       "      <td>2.431851e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15330</th>\n",
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-       "    <tr>\n",
-       "      <th>15331</th>\n",
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-       "    <tr>\n",
-       "      <th>15332</th>\n",
-       "      <td>0.116550</td>\n",
-       "      <td>0.113024</td>\n",
-       "      <td>3.526530e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15333</th>\n",
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-       "    <tr>\n",
-       "      <th>15334</th>\n",
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-       "    <tr>\n",
-       "      <th>15335</th>\n",
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-       "    <tr>\n",
-       "      <th>15336</th>\n",
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-       "    <tr>\n",
-       "      <th>15337</th>\n",
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-       "    <tr>\n",
-       "      <th>15338</th>\n",
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-       "      <th>15339</th>\n",
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-       "    <tr>\n",
-       "      <th>15340</th>\n",
-       "      <td>0.226014</td>\n",
-       "      <td>0.224427</td>\n",
-       "      <td>1.587102e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15341</th>\n",
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-       "    <tr>\n",
-       "      <th>15342</th>\n",
-       "      <td>0.416632</td>\n",
-       "      <td>0.420672</td>\n",
-       "      <td>-4.040131e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15343</th>\n",
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-       "      <th>15344</th>\n",
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-       "      <th>15345</th>\n",
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-       "      <th>15346</th>\n",
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-       "      <th>15347</th>\n",
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-       "    <tr>\n",
-       "      <th>15348</th>\n",
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-       "    <tr>\n",
-       "      <th>15349</th>\n",
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-       "    <tr>\n",
-       "      <th>15350</th>\n",
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-       "      <th>15351</th>\n",
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-       "    <tr>\n",
-       "      <th>15352</th>\n",
-       "      <td>0.088626</td>\n",
-       "      <td>0.091688</td>\n",
-       "      <td>-3.061688e-03</td>\n",
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-       "      <th>15353</th>\n",
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-       "    <tr>\n",
-       "      <th>15354</th>\n",
-       "      <td>0.023432</td>\n",
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-       "      <td>2.343168e-02</td>\n",
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-       "      <th>15355</th>\n",
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-       "    <tr>\n",
-       "      <th>15356</th>\n",
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-       "      <th>15357</th>\n",
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-       "      <th>15358</th>\n",
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-       "    <tr>\n",
-       "      <th>15359</th>\n",
-       "      <td>0.062935</td>\n",
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-       "      <td>1.217671e-03</td>\n",
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-       "      <th>15361</th>\n",
-       "      <td>0.248682</td>\n",
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-       "      <th>15362</th>\n",
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-       "      <th>15363</th>\n",
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-       "      <th>15364</th>\n",
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-       "    <tr>\n",
-       "      <th>15365</th>\n",
-       "      <td>0.175509</td>\n",
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-       "      <th>15366</th>\n",
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-       "      <th>15367</th>\n",
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-       "      <th>15368</th>\n",
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-       "      <th>15369</th>\n",
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-       "      <th>15370</th>\n",
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-       "      <th>15371</th>\n",
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-       "    <tr>\n",
-       "      <th>15372</th>\n",
-       "      <td>0.245583</td>\n",
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-       "      <th>15373</th>\n",
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-       "    <tr>\n",
-       "      <th>15374</th>\n",
-       "      <td>0.063731</td>\n",
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-       "    <tr>\n",
-       "      <th>15375</th>\n",
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-       "    <tr>\n",
-       "      <th>15376</th>\n",
-       "      <td>0.416749</td>\n",
-       "      <td>0.416529</td>\n",
-       "      <td>2.201440e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15377</th>\n",
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-       "    <tr>\n",
-       "      <th>15378</th>\n",
-       "      <td>0.240172</td>\n",
-       "      <td>0.239424</td>\n",
-       "      <td>7.478986e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15379</th>\n",
-       "      <td>0.173068</td>\n",
-       "      <td>0.173774</td>\n",
-       "      <td>-7.054878e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15380</th>\n",
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-       "    <tr>\n",
-       "      <th>15381</th>\n",
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-       "      <th>15382</th>\n",
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-       "    <tr>\n",
-       "      <th>15383</th>\n",
-       "      <td>0.149562</td>\n",
-       "      <td>0.148251</td>\n",
-       "      <td>1.311577e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15384</th>\n",
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-       "    <tr>\n",
-       "      <th>15385</th>\n",
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-       "    <tr>\n",
-       "      <th>15386</th>\n",
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-       "    <tr>\n",
-       "      <th>15387</th>\n",
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-       "    <tr>\n",
-       "      <th>15388</th>\n",
-       "      <td>0.183892</td>\n",
-       "      <td>0.190032</td>\n",
-       "      <td>-6.140361e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15389</th>\n",
-       "      <td>0.616752</td>\n",
-       "      <td>0.621760</td>\n",
-       "      <td>-5.008328e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15390</th>\n",
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-       "    <tr>\n",
-       "      <th>15391</th>\n",
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-       "    <tr>\n",
-       "      <th>15392</th>\n",
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-       "    <tr>\n",
-       "      <th>15393</th>\n",
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-       "    <tr>\n",
-       "      <th>15394</th>\n",
-       "      <td>0.581786</td>\n",
-       "      <td>0.588370</td>\n",
-       "      <td>-6.584696e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15395</th>\n",
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-       "    <tr>\n",
-       "      <th>15396</th>\n",
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-       "    <tr>\n",
-       "      <th>15397</th>\n",
-       "      <td>0.255975</td>\n",
-       "      <td>0.253277</td>\n",
-       "      <td>2.697158e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15398</th>\n",
-       "      <td>0.117913</td>\n",
-       "      <td>0.118004</td>\n",
-       "      <td>-9.080679e-05</td>\n",
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-       "    <tr>\n",
-       "      <th>15399</th>\n",
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-       "    <tr>\n",
-       "      <th>15400</th>\n",
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-       "    <tr>\n",
-       "      <th>15401</th>\n",
-       "      <td>0.105074</td>\n",
-       "      <td>0.101329</td>\n",
-       "      <td>3.745532e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15402</th>\n",
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-       "    <tr>\n",
-       "      <th>15403</th>\n",
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-       "      <th>15404</th>\n",
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-       "    <tr>\n",
-       "      <th>15405</th>\n",
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-       "    <tr>\n",
-       "      <th>15406</th>\n",
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-       "    <tr>\n",
-       "      <th>15407</th>\n",
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-       "    <tr>\n",
-       "      <th>15408</th>\n",
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-       "    <tr>\n",
-       "      <th>15409</th>\n",
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-       "    <tr>\n",
-       "      <th>15410</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15411</th>\n",
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-       "    <tr>\n",
-       "      <th>15412</th>\n",
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-       "    <tr>\n",
-       "      <th>15413</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15414</th>\n",
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-       "    <tr>\n",
-       "      <th>15415</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15416</th>\n",
-       "      <td>0.196953</td>\n",
-       "      <td>0.194874</td>\n",
-       "      <td>2.079027e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15417</th>\n",
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-       "    <tr>\n",
-       "      <th>15418</th>\n",
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-       "    <tr>\n",
-       "      <th>15419</th>\n",
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-       "    <tr>\n",
-       "      <th>15420</th>\n",
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-       "    <tr>\n",
-       "      <th>15421</th>\n",
-       "      <td>0.286702</td>\n",
-       "      <td>0.288384</td>\n",
-       "      <td>-1.682212e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15422</th>\n",
-       "      <td>0.150192</td>\n",
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-       "      <td>1.668665e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15423</th>\n",
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-       "    <tr>\n",
-       "      <th>15424</th>\n",
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-       "    <tr>\n",
-       "      <th>15425</th>\n",
-       "      <td>0.287339</td>\n",
-       "      <td>0.295556</td>\n",
-       "      <td>-8.216916e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15426</th>\n",
-       "      <td>0.129346</td>\n",
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-       "      <td>-1.338912e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15427</th>\n",
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-       "    <tr>\n",
-       "      <th>15428</th>\n",
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-       "    <tr>\n",
-       "      <th>15429</th>\n",
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-       "    <tr>\n",
-       "      <th>15430</th>\n",
-       "      <td>0.108810</td>\n",
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-       "      <td>-2.363751e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15431</th>\n",
-       "      <td>0.061634</td>\n",
-       "      <td>0.057451</td>\n",
-       "      <td>4.182985e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15432</th>\n",
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-       "    <tr>\n",
-       "      <th>15433</th>\n",
-       "      <td>0.170709</td>\n",
-       "      <td>0.162610</td>\n",
-       "      <td>8.099237e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15434</th>\n",
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-       "      <th>15435</th>\n",
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-       "      <th>15436</th>\n",
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-       "    <tr>\n",
-       "      <th>15437</th>\n",
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-       "    <tr>\n",
-       "      <th>15438</th>\n",
-       "      <td>0.273125</td>\n",
-       "      <td>0.272769</td>\n",
-       "      <td>3.563278e-04</td>\n",
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-       "      <th>15439</th>\n",
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-       "    <tr>\n",
-       "      <th>15440</th>\n",
-       "      <td>0.093289</td>\n",
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-       "      <td>-3.978314e-04</td>\n",
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-       "      <th>15441</th>\n",
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-       "    <tr>\n",
-       "      <th>15442</th>\n",
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-       "    <tr>\n",
-       "      <th>15443</th>\n",
-       "      <td>0.020086</td>\n",
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-       "    <tr>\n",
-       "      <th>15444</th>\n",
-       "      <td>0.087538</td>\n",
-       "      <td>0.087393</td>\n",
-       "      <td>1.447240e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>15445</th>\n",
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-       "    <tr>\n",
-       "      <th>15446</th>\n",
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-       "      <th>15447</th>\n",
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-       "      <th>15448</th>\n",
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-       "      <th>15449</th>\n",
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-       "    <tr>\n",
-       "      <th>15450</th>\n",
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-       "    <tr>\n",
-       "      <th>15451</th>\n",
-       "      <td>0.190112</td>\n",
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-       "    <tr>\n",
-       "      <th>15452</th>\n",
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-       "      <th>15453</th>\n",
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-       "      <th>15454</th>\n",
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-       "      <th>15456</th>\n",
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-       "    <tr>\n",
-       "      <th>15457</th>\n",
-       "      <td>0.013520</td>\n",
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-       "      <td>1.352016e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15458</th>\n",
-       "      <td>0.007896</td>\n",
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-       "    <tr>\n",
-       "      <th>15459</th>\n",
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-       "    <tr>\n",
-       "      <th>15460</th>\n",
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-       "    <tr>\n",
-       "      <th>15461</th>\n",
-       "      <td>0.011826</td>\n",
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-       "    <tr>\n",
-       "      <th>15462</th>\n",
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-       "    <tr>\n",
-       "      <th>15463</th>\n",
-       "      <td>0.198517</td>\n",
-       "      <td>0.203155</td>\n",
-       "      <td>-4.637982e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15464</th>\n",
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-       "    <tr>\n",
-       "      <th>15465</th>\n",
-       "      <td>0.013234</td>\n",
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-       "      <td>1.323419e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15466</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15467</th>\n",
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-       "    <tr>\n",
-       "      <th>15468</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15469</th>\n",
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-       "    <tr>\n",
-       "      <th>15470</th>\n",
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-       "    <tr>\n",
-       "      <th>15471</th>\n",
-       "      <td>0.287835</td>\n",
-       "      <td>0.290365</td>\n",
-       "      <td>-2.529192e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15472</th>\n",
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-       "    <tr>\n",
-       "      <th>15473</th>\n",
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-       "    <tr>\n",
-       "      <th>15474</th>\n",
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-       "    <tr>\n",
-       "      <th>15475</th>\n",
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-       "    <tr>\n",
-       "      <th>15476</th>\n",
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-       "    <tr>\n",
-       "      <th>15477</th>\n",
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-       "    <tr>\n",
-       "      <th>15478</th>\n",
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-       "    <tr>\n",
-       "      <th>15479</th>\n",
-       "      <td>0.112826</td>\n",
-       "      <td>0.127755</td>\n",
-       "      <td>-1.492975e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15480</th>\n",
-       "      <td>0.008248</td>\n",
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-       "      <td>8.248244e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15481</th>\n",
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-       "    <tr>\n",
-       "      <th>15482</th>\n",
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-       "    <tr>\n",
-       "      <th>15483</th>\n",
-       "      <td>0.144255</td>\n",
-       "      <td>0.132429</td>\n",
-       "      <td>1.182605e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15484</th>\n",
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-       "    <tr>\n",
-       "      <th>15485</th>\n",
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-       "    <tr>\n",
-       "      <th>15486</th>\n",
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-       "    <tr>\n",
-       "      <th>15487</th>\n",
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-       "    <tr>\n",
-       "      <th>15488</th>\n",
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-       "    <tr>\n",
-       "      <th>15489</th>\n",
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-       "    <tr>\n",
-       "      <th>15490</th>\n",
-       "      <td>0.148695</td>\n",
-       "      <td>0.145697</td>\n",
-       "      <td>2.998476e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15491</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15492</th>\n",
-       "      <td>0.140870</td>\n",
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-       "      <td>-4.611451e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15493</th>\n",
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-       "    <tr>\n",
-       "      <th>15494</th>\n",
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-       "    <tr>\n",
-       "      <th>15495</th>\n",
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-       "    <tr>\n",
-       "      <th>15496</th>\n",
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-       "    <tr>\n",
-       "      <th>15497</th>\n",
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-       "    <tr>\n",
-       "      <th>15498</th>\n",
-       "      <td>0.120148</td>\n",
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-       "    <tr>\n",
-       "      <th>15499</th>\n",
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-       "    <tr>\n",
-       "      <th>15500</th>\n",
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-       "    <tr>\n",
-       "      <th>15501</th>\n",
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-       "      <th>15502</th>\n",
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-       "    <tr>\n",
-       "      <th>15503</th>\n",
-       "      <td>0.119376</td>\n",
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-       "      <th>15504</th>\n",
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-       "    <tr>\n",
-       "      <th>15505</th>\n",
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-       "      <th>15506</th>\n",
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-       "      <th>15507</th>\n",
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-       "      <th>15508</th>\n",
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-       "      <th>15509</th>\n",
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-       "    <tr>\n",
-       "      <th>15510</th>\n",
-       "      <td>0.172442</td>\n",
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-       "      <th>15511</th>\n",
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-       "      <th>15512</th>\n",
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-       "      <th>15513</th>\n",
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-       "      <th>15515</th>\n",
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-       "      <th>15516</th>\n",
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-       "      <th>15517</th>\n",
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-       "      <th>15518</th>\n",
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-       "      <th>15519</th>\n",
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-       "      <th>15520</th>\n",
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-       "      <th>15521</th>\n",
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-       "    <tr>\n",
-       "      <th>15524</th>\n",
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-       "      <th>15525</th>\n",
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-       "      <th>15526</th>\n",
-       "      <td>0.302787</td>\n",
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-       "    <tr>\n",
-       "      <th>15527</th>\n",
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-       "      <th>15528</th>\n",
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-       "      <th>15529</th>\n",
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-       "      <th>15530</th>\n",
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-       "    <tr>\n",
-       "      <th>15531</th>\n",
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-       "      <th>15556</th>\n",
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-       "      <th>15561</th>\n",
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-       "      <th>15570</th>\n",
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-       "      <th>15571</th>\n",
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-       "      <th>15575</th>\n",
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-       "    <tr>\n",
-       "      <th>15579</th>\n",
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-       "    <tr>\n",
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-       "      <th>15581</th>\n",
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-       "    <tr>\n",
-       "      <th>15582</th>\n",
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-       "    <tr>\n",
-       "      <th>15584</th>\n",
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-       "      <th>15617</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15618</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15619</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15620</th>\n",
-       "      <td>0.008339</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.339168e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15621</th>\n",
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-       "    <tr>\n",
-       "      <th>15622</th>\n",
-       "      <td>0.090173</td>\n",
-       "      <td>0.087126</td>\n",
-       "      <td>3.047545e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15623</th>\n",
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-       "    <tr>\n",
-       "      <th>15624</th>\n",
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-       "    <tr>\n",
-       "      <th>15625</th>\n",
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-       "    <tr>\n",
-       "      <th>15626</th>\n",
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-       "    <tr>\n",
-       "      <th>15627</th>\n",
-       "      <td>0.040541</td>\n",
-       "      <td>0.046648</td>\n",
-       "      <td>-6.107358e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15628</th>\n",
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-       "    <tr>\n",
-       "      <th>15629</th>\n",
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-       "    <tr>\n",
-       "      <th>15630</th>\n",
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-       "    <tr>\n",
-       "      <th>15631</th>\n",
-       "      <td>0.415883</td>\n",
-       "      <td>0.426513</td>\n",
-       "      <td>-1.063029e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>15632</th>\n",
-       "      <td>0.133765</td>\n",
-       "      <td>0.130781</td>\n",
-       "      <td>2.983859e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15633</th>\n",
-       "      <td>0.086388</td>\n",
-       "      <td>0.088094</td>\n",
-       "      <td>-1.705716e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15634</th>\n",
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-       "    <tr>\n",
-       "      <th>15635</th>\n",
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-       "    <tr>\n",
-       "      <th>15636</th>\n",
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-       "    <tr>\n",
-       "      <th>15637</th>\n",
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-       "    <tr>\n",
-       "      <th>15638</th>\n",
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-       "    <tr>\n",
-       "      <th>15639</th>\n",
-       "      <td>0.162307</td>\n",
-       "      <td>0.160492</td>\n",
-       "      <td>1.815203e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15640</th>\n",
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-       "    <tr>\n",
-       "      <th>15641</th>\n",
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-       "    <tr>\n",
-       "      <th>15642</th>\n",
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-       "    <tr>\n",
-       "      <th>15643</th>\n",
-       "      <td>0.049159</td>\n",
-       "      <td>0.042701</td>\n",
-       "      <td>6.457725e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15644</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15645</th>\n",
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-       "    <tr>\n",
-       "      <th>15646</th>\n",
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-       "    <tr>\n",
-       "      <th>15647</th>\n",
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-       "    <tr>\n",
-       "      <th>15648</th>\n",
-       "      <td>0.164571</td>\n",
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-       "    <tr>\n",
-       "      <th>15649</th>\n",
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-       "    <tr>\n",
-       "      <th>15650</th>\n",
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-       "      <th>15651</th>\n",
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-       "    <tr>\n",
-       "      <th>15652</th>\n",
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-       "    <tr>\n",
-       "      <th>15653</th>\n",
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-       "    <tr>\n",
-       "      <th>15654</th>\n",
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-       "    <tr>\n",
-       "      <th>15655</th>\n",
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-       "    <tr>\n",
-       "      <th>15656</th>\n",
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-       "    <tr>\n",
-       "      <th>15657</th>\n",
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-       "    <tr>\n",
-       "      <th>15658</th>\n",
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-       "    <tr>\n",
-       "      <th>15659</th>\n",
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-       "    <tr>\n",
-       "      <th>15660</th>\n",
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-       "    <tr>\n",
-       "      <th>15661</th>\n",
-       "      <td>0.112267</td>\n",
-       "      <td>0.121687</td>\n",
-       "      <td>-9.419394e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>15662</th>\n",
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-       "    <tr>\n",
-       "      <th>15663</th>\n",
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-       "    <tr>\n",
-       "      <th>15664</th>\n",
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-       "    <tr>\n",
-       "      <th>15665</th>\n",
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-       "    <tr>\n",
-       "      <th>15666</th>\n",
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-       "    <tr>\n",
-       "      <th>15667</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15668</th>\n",
-       "      <td>0.180359</td>\n",
-       "      <td>0.183914</td>\n",
-       "      <td>-3.555437e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15669</th>\n",
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-       "    <tr>\n",
-       "      <th>15670</th>\n",
-       "      <td>0.374582</td>\n",
-       "      <td>0.373457</td>\n",
-       "      <td>1.124441e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15671</th>\n",
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-       "    <tr>\n",
-       "      <th>15672</th>\n",
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-       "    <tr>\n",
-       "      <th>15673</th>\n",
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-       "    <tr>\n",
-       "      <th>15674</th>\n",
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-       "    <tr>\n",
-       "      <th>15675</th>\n",
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-       "    <tr>\n",
-       "      <th>15676</th>\n",
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-       "    <tr>\n",
-       "      <th>15677</th>\n",
-       "      <td>0.157789</td>\n",
-       "      <td>0.168351</td>\n",
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-       "    <tr>\n",
-       "      <th>15678</th>\n",
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-       "      <th>15679</th>\n",
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-       "    <tr>\n",
-       "      <th>15680</th>\n",
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-       "      <th>15681</th>\n",
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-       "    <tr>\n",
-       "      <th>15682</th>\n",
-       "      <td>0.191910</td>\n",
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-       "      <th>15683</th>\n",
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-       "      <th>15684</th>\n",
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-       "    <tr>\n",
-       "      <th>15685</th>\n",
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-       "    <tr>\n",
-       "      <th>15686</th>\n",
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-       "      <th>15687</th>\n",
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-       "      <th>15688</th>\n",
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-       "      <th>15689</th>\n",
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-       "    <tr>\n",
-       "      <th>15690</th>\n",
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-       "    <tr>\n",
-       "      <th>15691</th>\n",
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-       "      <th>15704</th>\n",
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-       "    <tr>\n",
-       "      <th>15792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15794</th>\n",
-       "      <td>0.009011</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.011316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15802</th>\n",
-       "      <td>0.128695</td>\n",
-       "      <td>0.130598</td>\n",
-       "      <td>-1.903259e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15807</th>\n",
-       "      <td>0.493151</td>\n",
-       "      <td>0.490555</td>\n",
-       "      <td>2.596003e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15812</th>\n",
-       "      <td>0.052406</td>\n",
-       "      <td>0.053163</td>\n",
-       "      <td>-7.573789e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15813</th>\n",
-       "      <td>0.475602</td>\n",
-       "      <td>0.478207</td>\n",
-       "      <td>-2.604586e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15815</th>\n",
-       "      <td>0.171528</td>\n",
-       "      <td>0.154281</td>\n",
-       "      <td>1.724689e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15818</th>\n",
-       "      <td>0.177008</td>\n",
-       "      <td>0.177802</td>\n",
-       "      <td>-7.943832e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15819</th>\n",
-       "      <td>0.253838</td>\n",
-       "      <td>0.253835</td>\n",
-       "      <td>3.596214e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15823</th>\n",
-       "      <td>0.069011</td>\n",
-       "      <td>0.066605</td>\n",
-       "      <td>2.406201e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15825</th>\n",
-       "      <td>0.128724</td>\n",
-       "      <td>0.131013</td>\n",
-       "      <td>-2.289448e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15827</th>\n",
-       "      <td>0.096026</td>\n",
-       "      <td>0.100644</td>\n",
-       "      <td>-4.617647e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15829</th>\n",
-       "      <td>0.063292</td>\n",
-       "      <td>0.066252</td>\n",
-       "      <td>-2.960615e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15832</th>\n",
-       "      <td>0.014465</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.446494e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15835</th>\n",
-       "      <td>0.161168</td>\n",
-       "      <td>0.164837</td>\n",
-       "      <td>-3.668882e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15837</th>\n",
-       "      <td>0.388697</td>\n",
-       "      <td>0.386129</td>\n",
-       "      <td>2.567890e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15841</th>\n",
-       "      <td>0.182730</td>\n",
-       "      <td>0.187785</td>\n",
-       "      <td>-5.054354e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15842</th>\n",
-       "      <td>0.226786</td>\n",
-       "      <td>0.233624</td>\n",
-       "      <td>-6.838007e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15848</th>\n",
-       "      <td>0.234145</td>\n",
-       "      <td>0.234273</td>\n",
-       "      <td>-1.276231e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15849</th>\n",
-       "      <td>0.128298</td>\n",
-       "      <td>0.137902</td>\n",
-       "      <td>-9.604149e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15850</th>\n",
-       "      <td>0.250692</td>\n",
-       "      <td>0.250926</td>\n",
-       "      <td>-2.343518e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15851</th>\n",
-       "      <td>0.265973</td>\n",
-       "      <td>0.269512</td>\n",
-       "      <td>-3.539463e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15852</th>\n",
-       "      <td>0.178282</td>\n",
-       "      <td>0.179340</td>\n",
-       "      <td>-1.058035e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15853</th>\n",
-       "      <td>0.130076</td>\n",
-       "      <td>0.139105</td>\n",
-       "      <td>-9.028850e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15854</th>\n",
-       "      <td>0.066943</td>\n",
-       "      <td>0.069268</td>\n",
-       "      <td>-2.324539e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15864</th>\n",
-       "      <td>0.146786</td>\n",
-       "      <td>0.154658</td>\n",
-       "      <td>-7.872020e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15869</th>\n",
-       "      <td>0.010376</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.037616e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15870</th>\n",
-       "      <td>0.268005</td>\n",
-       "      <td>0.271759</td>\n",
-       "      <td>-3.754225e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15873</th>\n",
-       "      <td>0.165737</td>\n",
-       "      <td>0.168121</td>\n",
-       "      <td>-2.383722e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15885</th>\n",
-       "      <td>0.139816</td>\n",
-       "      <td>0.140043</td>\n",
-       "      <td>-2.275445e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>15890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15894</th>\n",
-       "      <td>0.141921</td>\n",
-       "      <td>0.141899</td>\n",
-       "      <td>2.153885e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15904</th>\n",
-       "      <td>0.119662</td>\n",
-       "      <td>0.124251</td>\n",
-       "      <td>-4.589463e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15925</th>\n",
-       "      <td>0.208886</td>\n",
-       "      <td>0.209177</td>\n",
-       "      <td>-2.911809e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15927</th>\n",
-       "      <td>0.009769</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.769398e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15928</th>\n",
-       "      <td>0.050660</td>\n",
-       "      <td>0.054009</td>\n",
-       "      <td>-3.349282e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15929</th>\n",
-       "      <td>0.050222</td>\n",
-       "      <td>0.057323</td>\n",
-       "      <td>-7.101774e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15931</th>\n",
-       "      <td>0.407924</td>\n",
-       "      <td>0.416762</td>\n",
-       "      <td>-8.837915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15940</th>\n",
-       "      <td>0.273539</td>\n",
-       "      <td>0.275841</td>\n",
-       "      <td>-2.302129e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15942</th>\n",
-       "      <td>0.144779</td>\n",
-       "      <td>0.140756</td>\n",
-       "      <td>4.022796e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15944</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15949</th>\n",
-       "      <td>0.047249</td>\n",
-       "      <td>0.049378</td>\n",
-       "      <td>-2.129946e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15950</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15951</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15952</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15953</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15954</th>\n",
-       "      <td>0.453929</td>\n",
-       "      <td>0.454673</td>\n",
-       "      <td>-7.448191e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15956</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15961</th>\n",
-       "      <td>0.010885</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.088542e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15964</th>\n",
-       "      <td>0.160393</td>\n",
-       "      <td>0.164260</td>\n",
-       "      <td>-3.866976e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15969</th>\n",
-       "      <td>0.162101</td>\n",
-       "      <td>0.165298</td>\n",
-       "      <td>-3.196696e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15971</th>\n",
-       "      <td>0.334038</td>\n",
-       "      <td>0.328451</td>\n",
-       "      <td>5.587112e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15975</th>\n",
-       "      <td>0.254095</td>\n",
-       "      <td>0.255824</td>\n",
-       "      <td>-1.728985e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15978</th>\n",
-       "      <td>0.199302</td>\n",
-       "      <td>0.199638</td>\n",
-       "      <td>-3.356815e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15981</th>\n",
-       "      <td>0.130124</td>\n",
-       "      <td>0.116332</td>\n",
-       "      <td>1.379266e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15982</th>\n",
-       "      <td>0.367326</td>\n",
-       "      <td>0.379349</td>\n",
-       "      <td>-1.202243e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15983</th>\n",
-       "      <td>0.100237</td>\n",
-       "      <td>0.098466</td>\n",
-       "      <td>1.771847e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15985</th>\n",
-       "      <td>0.136311</td>\n",
-       "      <td>0.134361</td>\n",
-       "      <td>1.950570e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15987</th>\n",
-       "      <td>0.346436</td>\n",
-       "      <td>0.341491</td>\n",
-       "      <td>4.944289e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15995</th>\n",
-       "      <td>0.182419</td>\n",
-       "      <td>0.182400</td>\n",
-       "      <td>1.881912e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16011</th>\n",
-       "      <td>0.123326</td>\n",
-       "      <td>0.124732</td>\n",
-       "      <td>-1.406026e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16013</th>\n",
-       "      <td>0.062672</td>\n",
-       "      <td>0.063540</td>\n",
-       "      <td>-8.681826e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16014</th>\n",
-       "      <td>0.151278</td>\n",
-       "      <td>0.158190</td>\n",
-       "      <td>-6.912141e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16016</th>\n",
-       "      <td>0.013780</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.378027e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16017</th>\n",
-       "      <td>0.156445</td>\n",
-       "      <td>0.157022</td>\n",
-       "      <td>-5.771775e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16018</th>\n",
-       "      <td>0.251645</td>\n",
-       "      <td>0.251317</td>\n",
-       "      <td>3.284922e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16019</th>\n",
-       "      <td>0.182889</td>\n",
-       "      <td>0.187405</td>\n",
-       "      <td>-4.516002e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16020</th>\n",
-       "      <td>0.169308</td>\n",
-       "      <td>0.172443</td>\n",
-       "      <td>-3.134853e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16021</th>\n",
-       "      <td>0.198994</td>\n",
-       "      <td>0.205761</td>\n",
-       "      <td>-6.767479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16023</th>\n",
-       "      <td>0.175541</td>\n",
-       "      <td>0.176700</td>\n",
-       "      <td>-1.158987e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16025</th>\n",
-       "      <td>0.115967</td>\n",
-       "      <td>0.116680</td>\n",
-       "      <td>-7.129758e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16031</th>\n",
-       "      <td>0.239609</td>\n",
-       "      <td>0.260547</td>\n",
-       "      <td>-2.093764e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16032</th>\n",
-       "      <td>0.318402</td>\n",
-       "      <td>0.319050</td>\n",
-       "      <td>-6.481841e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16033</th>\n",
-       "      <td>0.052190</td>\n",
-       "      <td>0.054857</td>\n",
-       "      <td>-2.667020e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16034</th>\n",
-       "      <td>0.206898</td>\n",
-       "      <td>0.207812</td>\n",
-       "      <td>-9.133165e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16037</th>\n",
-       "      <td>0.009872</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.872335e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16050</th>\n",
-       "      <td>0.729893</td>\n",
-       "      <td>0.737239</td>\n",
-       "      <td>-7.345299e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16054</th>\n",
-       "      <td>0.183403</td>\n",
-       "      <td>0.181018</td>\n",
-       "      <td>2.385000e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16057</th>\n",
-       "      <td>0.145990</td>\n",
-       "      <td>0.146028</td>\n",
-       "      <td>-3.813580e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16059</th>\n",
-       "      <td>0.152545</td>\n",
-       "      <td>0.150243</td>\n",
-       "      <td>2.301480e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16068</th>\n",
-       "      <td>0.115172</td>\n",
-       "      <td>0.120017</td>\n",
-       "      <td>-4.844443e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16070</th>\n",
-       "      <td>0.176347</td>\n",
-       "      <td>0.181572</td>\n",
-       "      <td>-5.224289e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16073</th>\n",
-       "      <td>0.009362</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.361884e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16078</th>\n",
-       "      <td>0.008669</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.669349e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16079</th>\n",
-       "      <td>0.347125</td>\n",
-       "      <td>0.342442</td>\n",
-       "      <td>4.683348e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16083</th>\n",
-       "      <td>0.211019</td>\n",
-       "      <td>0.214068</td>\n",
-       "      <td>-3.048692e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16088</th>\n",
-       "      <td>0.496032</td>\n",
-       "      <td>0.492757</td>\n",
-       "      <td>3.274844e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16090</th>\n",
-       "      <td>0.010962</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.096216e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16102</th>\n",
-       "      <td>0.217725</td>\n",
-       "      <td>0.207944</td>\n",
-       "      <td>9.780797e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16104</th>\n",
-       "      <td>0.073296</td>\n",
-       "      <td>0.075796</td>\n",
-       "      <td>-2.500323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16106</th>\n",
-       "      <td>0.286784</td>\n",
-       "      <td>0.287850</td>\n",
-       "      <td>-1.066895e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16111</th>\n",
-       "      <td>0.310871</td>\n",
-       "      <td>0.309291</td>\n",
-       "      <td>1.579652e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16116</th>\n",
-       "      <td>0.127150</td>\n",
-       "      <td>0.131001</td>\n",
-       "      <td>-3.850415e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16119</th>\n",
-       "      <td>0.202229</td>\n",
-       "      <td>0.198800</td>\n",
-       "      <td>3.428771e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16121</th>\n",
-       "      <td>0.140031</td>\n",
-       "      <td>0.167617</td>\n",
-       "      <td>-2.758663e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16122</th>\n",
-       "      <td>0.125845</td>\n",
-       "      <td>0.124239</td>\n",
-       "      <td>1.605769e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16126</th>\n",
-       "      <td>0.120231</td>\n",
-       "      <td>0.121622</td>\n",
-       "      <td>-1.391549e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16131</th>\n",
-       "      <td>0.188543</td>\n",
-       "      <td>0.174834</td>\n",
-       "      <td>1.370900e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16134</th>\n",
-       "      <td>0.328822</td>\n",
-       "      <td>0.342174</td>\n",
-       "      <td>-1.335279e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16136</th>\n",
-       "      <td>0.392974</td>\n",
-       "      <td>0.397408</td>\n",
-       "      <td>-4.434611e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16137</th>\n",
-       "      <td>0.007487</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.486586e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16139</th>\n",
-       "      <td>0.102681</td>\n",
-       "      <td>0.103408</td>\n",
-       "      <td>-7.275097e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16141</th>\n",
-       "      <td>0.007478</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.478277e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16153</th>\n",
-       "      <td>0.166066</td>\n",
-       "      <td>0.176288</td>\n",
-       "      <td>-1.022216e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16158</th>\n",
-       "      <td>0.293740</td>\n",
-       "      <td>0.295023</td>\n",
-       "      <td>-1.283325e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16161</th>\n",
-       "      <td>0.430178</td>\n",
-       "      <td>0.429345</td>\n",
-       "      <td>8.331331e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16162</th>\n",
-       "      <td>0.080842</td>\n",
-       "      <td>0.093284</td>\n",
-       "      <td>-1.244140e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16166</th>\n",
-       "      <td>0.123386</td>\n",
-       "      <td>0.122040</td>\n",
-       "      <td>1.346066e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16167</th>\n",
-       "      <td>0.320820</td>\n",
-       "      <td>0.323620</td>\n",
-       "      <td>-2.800035e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16170</th>\n",
-       "      <td>0.146808</td>\n",
-       "      <td>0.154435</td>\n",
-       "      <td>-7.626828e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16182</th>\n",
-       "      <td>0.207791</td>\n",
-       "      <td>0.201099</td>\n",
-       "      <td>6.691547e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16186</th>\n",
-       "      <td>0.198611</td>\n",
-       "      <td>0.209715</td>\n",
-       "      <td>-1.110428e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16188</th>\n",
-       "      <td>0.559176</td>\n",
-       "      <td>0.580752</td>\n",
-       "      <td>-2.157591e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16192</th>\n",
-       "      <td>0.084555</td>\n",
-       "      <td>0.085846</td>\n",
-       "      <td>-1.290688e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16193</th>\n",
-       "      <td>0.009531</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.530977e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16195</th>\n",
-       "      <td>0.301615</td>\n",
-       "      <td>0.305564</td>\n",
-       "      <td>-3.948906e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16203</th>\n",
-       "      <td>0.085956</td>\n",
-       "      <td>0.088042</td>\n",
-       "      <td>-2.086055e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16208</th>\n",
-       "      <td>0.228627</td>\n",
-       "      <td>0.230046</td>\n",
-       "      <td>-1.419372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16209</th>\n",
-       "      <td>0.116179</td>\n",
-       "      <td>0.113013</td>\n",
-       "      <td>3.165600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16212</th>\n",
-       "      <td>0.164829</td>\n",
-       "      <td>0.165041</td>\n",
-       "      <td>-2.127150e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16214</th>\n",
-       "      <td>0.159938</td>\n",
-       "      <td>0.161937</td>\n",
-       "      <td>-1.998906e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16216</th>\n",
-       "      <td>0.011764</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.176392e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16217</th>\n",
-       "      <td>0.097457</td>\n",
-       "      <td>0.096409</td>\n",
-       "      <td>1.048134e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16218</th>\n",
-       "      <td>0.447869</td>\n",
-       "      <td>0.459681</td>\n",
-       "      <td>-1.181247e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16220</th>\n",
-       "      <td>0.453846</td>\n",
-       "      <td>0.454304</td>\n",
-       "      <td>-4.579021e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16221</th>\n",
-       "      <td>0.405907</td>\n",
-       "      <td>0.409310</td>\n",
-       "      <td>-3.402646e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16223</th>\n",
-       "      <td>0.178893</td>\n",
-       "      <td>0.178226</td>\n",
-       "      <td>6.675708e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16225</th>\n",
-       "      <td>0.074394</td>\n",
-       "      <td>0.057336</td>\n",
-       "      <td>1.705803e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16230</th>\n",
-       "      <td>0.184622</td>\n",
-       "      <td>0.195581</td>\n",
-       "      <td>-1.095922e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16233</th>\n",
-       "      <td>0.201561</td>\n",
-       "      <td>0.200547</td>\n",
-       "      <td>1.014432e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16237</th>\n",
-       "      <td>0.136355</td>\n",
-       "      <td>0.142260</td>\n",
-       "      <td>-5.905206e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16238</th>\n",
-       "      <td>0.370741</td>\n",
-       "      <td>0.369452</td>\n",
-       "      <td>1.289266e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16242</th>\n",
-       "      <td>0.045452</td>\n",
-       "      <td>0.045076</td>\n",
-       "      <td>3.753917e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16243</th>\n",
-       "      <td>0.170275</td>\n",
-       "      <td>0.170424</td>\n",
-       "      <td>-1.488004e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16245</th>\n",
-       "      <td>0.442760</td>\n",
-       "      <td>0.438940</td>\n",
-       "      <td>3.819767e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16255</th>\n",
-       "      <td>0.190500</td>\n",
-       "      <td>0.191411</td>\n",
-       "      <td>-9.115834e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16260</th>\n",
-       "      <td>0.142043</td>\n",
-       "      <td>0.137973</td>\n",
-       "      <td>4.070065e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16261</th>\n",
-       "      <td>0.009374</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.373928e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16262</th>\n",
-       "      <td>0.114423</td>\n",
-       "      <td>0.107434</td>\n",
-       "      <td>6.989314e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16270</th>\n",
-       "      <td>0.213379</td>\n",
-       "      <td>0.216858</td>\n",
-       "      <td>-3.479252e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16272</th>\n",
-       "      <td>0.102146</td>\n",
-       "      <td>0.104407</td>\n",
-       "      <td>-2.260965e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16274</th>\n",
-       "      <td>0.158712</td>\n",
-       "      <td>0.158793</td>\n",
-       "      <td>-8.128138e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16276</th>\n",
-       "      <td>0.117555</td>\n",
-       "      <td>0.121122</td>\n",
-       "      <td>-3.567164e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16281</th>\n",
-       "      <td>0.015711</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.571107e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16284</th>\n",
-       "      <td>0.012136</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.213612e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16286</th>\n",
-       "      <td>0.119446</td>\n",
-       "      <td>0.124455</td>\n",
-       "      <td>-5.009120e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16288</th>\n",
-       "      <td>0.126095</td>\n",
-       "      <td>0.129536</td>\n",
-       "      <td>-3.441240e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16294</th>\n",
-       "      <td>0.008159</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.159372e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16299</th>\n",
-       "      <td>0.128935</td>\n",
-       "      <td>0.128336</td>\n",
-       "      <td>5.998200e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16303</th>\n",
-       "      <td>0.298077</td>\n",
-       "      <td>0.303639</td>\n",
-       "      <td>-5.562356e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16319</th>\n",
-       "      <td>0.188997</td>\n",
-       "      <td>0.191934</td>\n",
-       "      <td>-2.937193e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16320</th>\n",
-       "      <td>0.155790</td>\n",
-       "      <td>0.153453</td>\n",
-       "      <td>2.337390e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16323</th>\n",
-       "      <td>0.014786</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.478579e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16324</th>\n",
-       "      <td>0.007867</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.867355e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16329</th>\n",
-       "      <td>0.194715</td>\n",
-       "      <td>0.194852</td>\n",
-       "      <td>-1.366417e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16335</th>\n",
-       "      <td>0.192867</td>\n",
-       "      <td>0.189949</td>\n",
-       "      <td>2.918303e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16337</th>\n",
-       "      <td>0.015601</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.560084e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16338</th>\n",
-       "      <td>0.532425</td>\n",
-       "      <td>0.544204</td>\n",
-       "      <td>-1.177975e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16339</th>\n",
-       "      <td>0.168349</td>\n",
-       "      <td>0.184011</td>\n",
-       "      <td>-1.566181e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16340</th>\n",
-       "      <td>0.215798</td>\n",
-       "      <td>0.215060</td>\n",
-       "      <td>7.376589e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16345</th>\n",
-       "      <td>0.092912</td>\n",
-       "      <td>0.093460</td>\n",
-       "      <td>-5.479853e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16359</th>\n",
-       "      <td>0.052965</td>\n",
-       "      <td>0.058367</td>\n",
-       "      <td>-5.402515e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16361</th>\n",
-       "      <td>0.127784</td>\n",
-       "      <td>0.138650</td>\n",
-       "      <td>-1.086585e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16363</th>\n",
-       "      <td>0.331293</td>\n",
-       "      <td>0.333612</td>\n",
-       "      <td>-2.319177e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16373</th>\n",
-       "      <td>0.090948</td>\n",
-       "      <td>0.096167</td>\n",
-       "      <td>-5.219344e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16381</th>\n",
-       "      <td>0.499555</td>\n",
-       "      <td>0.503390</td>\n",
-       "      <td>-3.835080e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16382</th>\n",
-       "      <td>0.194083</td>\n",
-       "      <td>0.194744</td>\n",
-       "      <td>-6.612187e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16390</th>\n",
-       "      <td>0.170341</td>\n",
-       "      <td>0.159835</td>\n",
-       "      <td>1.050556e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16393</th>\n",
-       "      <td>0.549574</td>\n",
-       "      <td>0.550791</td>\n",
-       "      <td>-1.217676e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16396</th>\n",
-       "      <td>0.067400</td>\n",
-       "      <td>0.067465</td>\n",
-       "      <td>-6.437806e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16398</th>\n",
-       "      <td>0.156882</td>\n",
-       "      <td>0.157416</td>\n",
-       "      <td>-5.338653e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16404</th>\n",
-       "      <td>0.157899</td>\n",
-       "      <td>0.162157</td>\n",
-       "      <td>-4.257667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16407</th>\n",
-       "      <td>0.216142</td>\n",
-       "      <td>0.212657</td>\n",
-       "      <td>3.485660e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16410</th>\n",
-       "      <td>0.147225</td>\n",
-       "      <td>0.147445</td>\n",
-       "      <td>-2.199030e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16411</th>\n",
-       "      <td>0.455852</td>\n",
-       "      <td>0.468410</td>\n",
-       "      <td>-1.255789e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16412</th>\n",
-       "      <td>0.073961</td>\n",
-       "      <td>0.075539</td>\n",
-       "      <td>-1.578185e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16418</th>\n",
-       "      <td>0.530153</td>\n",
-       "      <td>0.530624</td>\n",
-       "      <td>-4.714201e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16423</th>\n",
-       "      <td>0.385409</td>\n",
-       "      <td>0.385434</td>\n",
-       "      <td>-2.509146e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16427</th>\n",
-       "      <td>0.123162</td>\n",
-       "      <td>0.125453</td>\n",
-       "      <td>-2.290884e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16434</th>\n",
-       "      <td>0.171992</td>\n",
-       "      <td>0.175087</td>\n",
-       "      <td>-3.095385e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16435</th>\n",
-       "      <td>0.160773</td>\n",
-       "      <td>0.167045</td>\n",
-       "      <td>-6.272107e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16446</th>\n",
-       "      <td>0.172562</td>\n",
-       "      <td>0.175918</td>\n",
-       "      <td>-3.356046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16447</th>\n",
-       "      <td>0.118115</td>\n",
-       "      <td>0.119971</td>\n",
-       "      <td>-1.856280e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16452</th>\n",
-       "      <td>0.011294</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.129445e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16453</th>\n",
-       "      <td>0.192211</td>\n",
-       "      <td>0.192857</td>\n",
-       "      <td>-6.463803e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16456</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16457</th>\n",
-       "      <td>0.233208</td>\n",
-       "      <td>0.235297</td>\n",
-       "      <td>-2.089340e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16463</th>\n",
-       "      <td>0.209337</td>\n",
-       "      <td>0.196474</td>\n",
-       "      <td>1.286348e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16466</th>\n",
-       "      <td>0.115678</td>\n",
-       "      <td>0.115966</td>\n",
-       "      <td>-2.882784e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16470</th>\n",
-       "      <td>0.140945</td>\n",
-       "      <td>0.145661</td>\n",
-       "      <td>-4.716477e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16471</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16472</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16474</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16476</th>\n",
-       "      <td>0.131119</td>\n",
-       "      <td>0.130401</td>\n",
-       "      <td>7.180001e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16477</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16480</th>\n",
-       "      <td>0.091465</td>\n",
-       "      <td>0.106775</td>\n",
-       "      <td>-1.531011e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16481</th>\n",
-       "      <td>0.187050</td>\n",
-       "      <td>0.186920</td>\n",
-       "      <td>1.295578e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16482</th>\n",
-       "      <td>0.124959</td>\n",
-       "      <td>0.123805</td>\n",
-       "      <td>1.153543e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16483</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16484</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16485</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16486</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16487</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16489</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16491</th>\n",
-       "      <td>0.145023</td>\n",
-       "      <td>0.146764</td>\n",
-       "      <td>-1.741680e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16493</th>\n",
-       "      <td>0.172130</td>\n",
-       "      <td>0.176737</td>\n",
-       "      <td>-4.607203e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16498</th>\n",
-       "      <td>0.117849</td>\n",
-       "      <td>0.113100</td>\n",
-       "      <td>4.749299e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16499</th>\n",
-       "      <td>0.338966</td>\n",
-       "      <td>0.339054</td>\n",
-       "      <td>-8.817442e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16500</th>\n",
-       "      <td>0.413846</td>\n",
-       "      <td>0.426142</td>\n",
-       "      <td>-1.229617e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16504</th>\n",
-       "      <td>0.220078</td>\n",
-       "      <td>0.220626</td>\n",
-       "      <td>-5.484268e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16505</th>\n",
-       "      <td>0.009167</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.166752e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16510</th>\n",
-       "      <td>0.164639</td>\n",
-       "      <td>0.161588</td>\n",
-       "      <td>3.050890e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16518</th>\n",
-       "      <td>0.167255</td>\n",
-       "      <td>0.166815</td>\n",
-       "      <td>4.398837e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16519</th>\n",
-       "      <td>0.147779</td>\n",
-       "      <td>0.133572</td>\n",
-       "      <td>1.420681e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16525</th>\n",
-       "      <td>0.113692</td>\n",
-       "      <td>0.117305</td>\n",
-       "      <td>-3.612503e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16527</th>\n",
-       "      <td>0.234167</td>\n",
-       "      <td>0.239400</td>\n",
-       "      <td>-5.233667e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16543</th>\n",
-       "      <td>0.125664</td>\n",
-       "      <td>0.127232</td>\n",
-       "      <td>-1.568103e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16547</th>\n",
-       "      <td>0.215989</td>\n",
-       "      <td>0.211773</td>\n",
-       "      <td>4.216666e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16552</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16558</th>\n",
-       "      <td>0.177155</td>\n",
-       "      <td>0.183245</td>\n",
-       "      <td>-6.089489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16559</th>\n",
-       "      <td>0.014171</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.417094e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16563</th>\n",
-       "      <td>0.154420</td>\n",
-       "      <td>0.146568</td>\n",
-       "      <td>7.852152e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16566</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16567</th>\n",
-       "      <td>0.205387</td>\n",
-       "      <td>0.204867</td>\n",
-       "      <td>5.200151e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16571</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16573</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16575</th>\n",
-       "      <td>0.062195</td>\n",
-       "      <td>0.078398</td>\n",
-       "      <td>-1.620324e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16576</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16577</th>\n",
-       "      <td>0.124913</td>\n",
-       "      <td>0.125309</td>\n",
-       "      <td>-3.965863e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16578</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16579</th>\n",
-       "      <td>0.016417</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.641703e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16583</th>\n",
-       "      <td>0.140680</td>\n",
-       "      <td>0.146038</td>\n",
-       "      <td>-5.358404e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16584</th>\n",
-       "      <td>0.082062</td>\n",
-       "      <td>0.080530</td>\n",
-       "      <td>1.532167e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16586</th>\n",
-       "      <td>0.007968</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.968272e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>16587</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16588</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16589</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16590</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16591</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16592</th>\n",
-       "      <td>0.026754</td>\n",
-       "      <td>0.060037</td>\n",
-       "      <td>-3.328317e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16593</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16595</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16596</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16600</th>\n",
-       "      <td>0.116602</td>\n",
-       "      <td>0.115866</td>\n",
-       "      <td>7.359532e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16601</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16602</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16604</th>\n",
-       "      <td>0.185994</td>\n",
-       "      <td>0.191048</td>\n",
-       "      <td>-5.054330e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16606</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16608</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16611</th>\n",
-       "      <td>0.109988</td>\n",
-       "      <td>0.109054</td>\n",
-       "      <td>9.338563e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16615</th>\n",
-       "      <td>0.111567</td>\n",
-       "      <td>0.113147</td>\n",
-       "      <td>-1.579903e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16619</th>\n",
-       "      <td>0.299014</td>\n",
-       "      <td>0.292377</td>\n",
-       "      <td>6.636739e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16623</th>\n",
-       "      <td>0.127198</td>\n",
-       "      <td>0.131157</td>\n",
-       "      <td>-3.958193e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16625</th>\n",
-       "      <td>0.009971</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.971415e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16626</th>\n",
-       "      <td>0.387606</td>\n",
-       "      <td>0.387743</td>\n",
-       "      <td>-1.375142e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16637</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16638</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16639</th>\n",
-       "      <td>0.182338</td>\n",
-       "      <td>0.184690</td>\n",
-       "      <td>-2.352637e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16640</th>\n",
-       "      <td>0.054949</td>\n",
-       "      <td>0.055498</td>\n",
-       "      <td>-5.482232e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16641</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>16642</th>\n",
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-       "    <tr>\n",
-       "      <th>16643</th>\n",
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-       "    <tr>\n",
-       "      <th>16644</th>\n",
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-       "    <tr>\n",
-       "      <th>16645</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16646</th>\n",
-       "      <td>0.405986</td>\n",
-       "      <td>0.411535</td>\n",
-       "      <td>-5.549369e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16647</th>\n",
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-       "    <tr>\n",
-       "      <th>16648</th>\n",
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-       "    <tr>\n",
-       "      <th>16649</th>\n",
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-       "    <tr>\n",
-       "      <th>16650</th>\n",
-       "      <td>0.013136</td>\n",
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-       "      <td>1.313627e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16651</th>\n",
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-       "    <tr>\n",
-       "      <th>16652</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16653</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16654</th>\n",
-       "      <td>0.162203</td>\n",
-       "      <td>0.162176</td>\n",
-       "      <td>2.662552e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16655</th>\n",
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-       "    <tr>\n",
-       "      <th>16656</th>\n",
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-       "    <tr>\n",
-       "      <th>16657</th>\n",
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-       "    <tr>\n",
-       "      <th>16658</th>\n",
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-       "    <tr>\n",
-       "      <th>16659</th>\n",
-       "      <td>0.143315</td>\n",
-       "      <td>0.142950</td>\n",
-       "      <td>3.650933e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>16660</th>\n",
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-       "    <tr>\n",
-       "      <th>16661</th>\n",
-       "      <td>0.029768</td>\n",
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-       "      <td>2.976753e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>16662</th>\n",
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-       "    <tr>\n",
-       "      <th>16663</th>\n",
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-       "    <tr>\n",
-       "      <th>16664</th>\n",
-       "      <td>0.019779</td>\n",
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-       "      <td>1.977904e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16665</th>\n",
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-       "    <tr>\n",
-       "      <th>16666</th>\n",
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-       "    <tr>\n",
-       "      <th>16667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16669</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16670</th>\n",
-       "      <td>0.341228</td>\n",
-       "      <td>0.355909</td>\n",
-       "      <td>-1.468167e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16671</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>16672</th>\n",
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-       "    <tr>\n",
-       "      <th>16673</th>\n",
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-       "    <tr>\n",
-       "      <th>16674</th>\n",
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-       "    <tr>\n",
-       "      <th>16675</th>\n",
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-       "    <tr>\n",
-       "      <th>16676</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16677</th>\n",
-       "      <td>0.095316</td>\n",
-       "      <td>0.091990</td>\n",
-       "      <td>3.326062e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16678</th>\n",
-       "      <td>0.100827</td>\n",
-       "      <td>0.104592</td>\n",
-       "      <td>-3.764903e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16679</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>16680</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16681</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16682</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16683</th>\n",
-       "      <td>0.248811</td>\n",
-       "      <td>0.252379</td>\n",
-       "      <td>-3.568575e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16684</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16685</th>\n",
-       "      <td>0.012632</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.263214e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16686</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16687</th>\n",
-       "      <td>0.011133</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.113336e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16688</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16689</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16690</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16691</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>16692</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16693</th>\n",
-       "      <td>0.009789</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.789366e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16694</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>16695</th>\n",
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-       "    <tr>\n",
-       "      <th>16696</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16697</th>\n",
-       "      <td>0.331608</td>\n",
-       "      <td>0.332065</td>\n",
-       "      <td>-4.574318e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>16698</th>\n",
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-       "    <tr>\n",
-       "      <th>16699</th>\n",
-       "      <td>0.162579</td>\n",
-       "      <td>0.164064</td>\n",
-       "      <td>-1.484865e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16700</th>\n",
-       "      <td>0.180765</td>\n",
-       "      <td>0.181049</td>\n",
-       "      <td>-2.839369e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16701</th>\n",
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-       "    <tr>\n",
-       "      <th>16702</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16703</th>\n",
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-       "    <tr>\n",
-       "      <th>16704</th>\n",
-       "      <td>0.098868</td>\n",
-       "      <td>0.087081</td>\n",
-       "      <td>1.178719e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16705</th>\n",
-       "      <td>0.008889</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.889263e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16706</th>\n",
-       "      <td>0.140458</td>\n",
-       "      <td>0.140149</td>\n",
-       "      <td>3.081938e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16707</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16708</th>\n",
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-       "    <tr>\n",
-       "      <th>16709</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16710</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16711</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16712</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16713</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16714</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16715</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16716</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16717</th>\n",
-       "      <td>0.224640</td>\n",
-       "      <td>0.225192</td>\n",
-       "      <td>-5.521696e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16718</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16719</th>\n",
-       "      <td>0.174210</td>\n",
-       "      <td>0.190699</td>\n",
-       "      <td>-1.648922e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16720</th>\n",
-       "      <td>0.078082</td>\n",
-       "      <td>0.077843</td>\n",
-       "      <td>2.388083e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16721</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16722</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16723</th>\n",
-       "      <td>0.139494</td>\n",
-       "      <td>0.141289</td>\n",
-       "      <td>-1.795087e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16724</th>\n",
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-       "    <tr>\n",
-       "      <th>16725</th>\n",
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-       "    <tr>\n",
-       "      <th>16726</th>\n",
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-       "    <tr>\n",
-       "      <th>16727</th>\n",
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-       "    <tr>\n",
-       "      <th>16728</th>\n",
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-       "    <tr>\n",
-       "      <th>16729</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16730</th>\n",
-       "      <td>0.031992</td>\n",
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-       "      <td>3.199244e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>16731</th>\n",
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-       "    <tr>\n",
-       "      <th>16732</th>\n",
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-       "    <tr>\n",
-       "      <th>16733</th>\n",
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-       "    <tr>\n",
-       "      <th>16734</th>\n",
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-       "    <tr>\n",
-       "      <th>16735</th>\n",
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-       "    <tr>\n",
-       "      <th>16736</th>\n",
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-       "    <tr>\n",
-       "      <th>16737</th>\n",
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-       "    <tr>\n",
-       "      <th>16738</th>\n",
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-       "    <tr>\n",
-       "      <th>16739</th>\n",
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-       "    <tr>\n",
-       "      <th>16740</th>\n",
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-       "    <tr>\n",
-       "      <th>16741</th>\n",
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-       "    <tr>\n",
-       "      <th>16742</th>\n",
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-       "    <tr>\n",
-       "      <th>16743</th>\n",
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-       "    <tr>\n",
-       "      <th>16744</th>\n",
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-       "    <tr>\n",
-       "      <th>16745</th>\n",
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-       "    <tr>\n",
-       "      <th>16746</th>\n",
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-       "    <tr>\n",
-       "      <th>16747</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16748</th>\n",
-       "      <td>0.133855</td>\n",
-       "      <td>0.136590</td>\n",
-       "      <td>-2.735332e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>16749</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16750</th>\n",
-       "      <td>0.108553</td>\n",
-       "      <td>0.111829</td>\n",
-       "      <td>-3.275731e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16751</th>\n",
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-       "    <tr>\n",
-       "      <th>16752</th>\n",
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-       "      <th>16753</th>\n",
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-       "    <tr>\n",
-       "      <th>16754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16756</th>\n",
-       "      <td>0.093633</td>\n",
-       "      <td>0.092449</td>\n",
-       "      <td>1.184478e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16757</th>\n",
-       "      <td>0.105434</td>\n",
-       "      <td>0.104521</td>\n",
-       "      <td>9.124160e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16758</th>\n",
-       "      <td>0.051455</td>\n",
-       "      <td>0.049664</td>\n",
-       "      <td>1.791013e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16767</th>\n",
-       "      <td>0.367789</td>\n",
-       "      <td>0.366353</td>\n",
-       "      <td>1.435974e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16769</th>\n",
-       "      <td>0.176368</td>\n",
-       "      <td>0.179652</td>\n",
-       "      <td>-3.283296e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16770</th>\n",
-       "      <td>0.014627</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.462725e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16774</th>\n",
-       "      <td>0.272190</td>\n",
-       "      <td>0.283620</td>\n",
-       "      <td>-1.142941e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16775</th>\n",
-       "      <td>0.273071</td>\n",
-       "      <td>0.271726</td>\n",
-       "      <td>1.344987e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16783</th>\n",
-       "      <td>0.205855</td>\n",
-       "      <td>0.207444</td>\n",
-       "      <td>-1.588834e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16784</th>\n",
-       "      <td>0.007100</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.100152e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16790</th>\n",
-       "      <td>0.152016</td>\n",
-       "      <td>0.153589</td>\n",
-       "      <td>-1.573318e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16803</th>\n",
-       "      <td>0.312246</td>\n",
-       "      <td>0.315885</td>\n",
-       "      <td>-3.639273e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16810</th>\n",
-       "      <td>0.083176</td>\n",
-       "      <td>0.084674</td>\n",
-       "      <td>-1.497838e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16814</th>\n",
-       "      <td>0.124612</td>\n",
-       "      <td>0.134994</td>\n",
-       "      <td>-1.038261e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16816</th>\n",
-       "      <td>0.183914</td>\n",
-       "      <td>0.184100</td>\n",
-       "      <td>-1.859663e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16817</th>\n",
-       "      <td>0.207890</td>\n",
-       "      <td>0.211594</td>\n",
-       "      <td>-3.704069e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16820</th>\n",
-       "      <td>0.121130</td>\n",
-       "      <td>0.120729</td>\n",
-       "      <td>4.007027e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16822</th>\n",
-       "      <td>0.041503</td>\n",
-       "      <td>0.046516</td>\n",
-       "      <td>-5.012840e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16823</th>\n",
-       "      <td>0.008774</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.773885e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16829</th>\n",
-       "      <td>0.010229</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.022877e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16830</th>\n",
-       "      <td>0.202902</td>\n",
-       "      <td>0.201526</td>\n",
-       "      <td>1.375811e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16836</th>\n",
-       "      <td>0.159910</td>\n",
-       "      <td>0.160105</td>\n",
-       "      <td>-1.952135e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16837</th>\n",
-       "      <td>0.434025</td>\n",
-       "      <td>0.435879</td>\n",
-       "      <td>-1.854534e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16842</th>\n",
-       "      <td>0.132030</td>\n",
-       "      <td>0.134528</td>\n",
-       "      <td>-2.497485e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16844</th>\n",
-       "      <td>0.137155</td>\n",
-       "      <td>0.140902</td>\n",
-       "      <td>-3.747445e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16845</th>\n",
-       "      <td>0.130267</td>\n",
-       "      <td>0.112510</td>\n",
-       "      <td>1.775637e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16847</th>\n",
-       "      <td>0.106584</td>\n",
-       "      <td>0.107439</td>\n",
-       "      <td>-8.549756e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16848</th>\n",
-       "      <td>0.129837</td>\n",
-       "      <td>0.129915</td>\n",
-       "      <td>-7.803372e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16849</th>\n",
-       "      <td>0.126709</td>\n",
-       "      <td>0.114068</td>\n",
-       "      <td>1.264135e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16851</th>\n",
-       "      <td>0.132953</td>\n",
-       "      <td>0.130641</td>\n",
-       "      <td>2.312918e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16857</th>\n",
-       "      <td>0.192298</td>\n",
-       "      <td>0.199326</td>\n",
-       "      <td>-7.028062e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16862</th>\n",
-       "      <td>0.236531</td>\n",
-       "      <td>0.237264</td>\n",
-       "      <td>-7.338982e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16864</th>\n",
-       "      <td>0.012120</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.212001e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16865</th>\n",
-       "      <td>0.073413</td>\n",
-       "      <td>0.077446</td>\n",
-       "      <td>-4.032648e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16871</th>\n",
-       "      <td>0.207915</td>\n",
-       "      <td>0.192142</td>\n",
-       "      <td>1.577272e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16874</th>\n",
-       "      <td>0.250145</td>\n",
-       "      <td>0.251868</td>\n",
-       "      <td>-1.722842e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16876</th>\n",
-       "      <td>0.018791</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.879118e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16879</th>\n",
-       "      <td>0.273317</td>\n",
-       "      <td>0.273994</td>\n",
-       "      <td>-6.762113e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16881</th>\n",
-       "      <td>0.113656</td>\n",
-       "      <td>0.112992</td>\n",
-       "      <td>6.639700e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16882</th>\n",
-       "      <td>0.207310</td>\n",
-       "      <td>0.209638</td>\n",
-       "      <td>-2.327995e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16893</th>\n",
-       "      <td>0.134057</td>\n",
-       "      <td>0.133560</td>\n",
-       "      <td>4.977680e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16913</th>\n",
-       "      <td>0.090521</td>\n",
-       "      <td>0.089979</td>\n",
-       "      <td>5.421941e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16915</th>\n",
-       "      <td>0.264174</td>\n",
-       "      <td>0.262720</td>\n",
-       "      <td>1.454383e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16916</th>\n",
-       "      <td>0.017667</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.766726e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16917</th>\n",
-       "      <td>0.126231</td>\n",
-       "      <td>0.130143</td>\n",
-       "      <td>-3.912416e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16920</th>\n",
-       "      <td>0.144262</td>\n",
-       "      <td>0.144476</td>\n",
-       "      <td>-2.140850e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16922</th>\n",
-       "      <td>0.182633</td>\n",
-       "      <td>0.182890</td>\n",
-       "      <td>-2.565854e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16923</th>\n",
-       "      <td>0.008582</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.582348e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16930</th>\n",
-       "      <td>0.101024</td>\n",
-       "      <td>0.099405</td>\n",
-       "      <td>1.618678e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16935</th>\n",
-       "      <td>0.109344</td>\n",
-       "      <td>0.111265</td>\n",
-       "      <td>-1.921280e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16937</th>\n",
-       "      <td>0.042274</td>\n",
-       "      <td>0.043345</td>\n",
-       "      <td>-1.071071e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16941</th>\n",
-       "      <td>0.029461</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.946079e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16944</th>\n",
-       "      <td>0.186667</td>\n",
-       "      <td>0.177785</td>\n",
-       "      <td>8.881463e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16948</th>\n",
-       "      <td>0.194465</td>\n",
-       "      <td>0.200197</td>\n",
-       "      <td>-5.731831e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16952</th>\n",
-       "      <td>0.162119</td>\n",
-       "      <td>0.171345</td>\n",
-       "      <td>-9.226600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16955</th>\n",
-       "      <td>0.210097</td>\n",
-       "      <td>0.211810</td>\n",
-       "      <td>-1.712756e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16956</th>\n",
-       "      <td>0.110083</td>\n",
-       "      <td>0.109223</td>\n",
-       "      <td>8.598821e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16957</th>\n",
-       "      <td>0.171605</td>\n",
-       "      <td>0.173687</td>\n",
-       "      <td>-2.081442e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16965</th>\n",
-       "      <td>0.179463</td>\n",
-       "      <td>0.184187</td>\n",
-       "      <td>-4.723596e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16971</th>\n",
-       "      <td>0.108334</td>\n",
-       "      <td>0.109361</td>\n",
-       "      <td>-1.027305e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16972</th>\n",
-       "      <td>0.338572</td>\n",
-       "      <td>0.343023</td>\n",
-       "      <td>-4.450421e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16975</th>\n",
-       "      <td>0.285879</td>\n",
-       "      <td>0.280108</td>\n",
-       "      <td>5.770948e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16977</th>\n",
-       "      <td>0.151868</td>\n",
-       "      <td>0.147536</td>\n",
-       "      <td>4.331474e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16981</th>\n",
-       "      <td>0.074139</td>\n",
-       "      <td>0.091153</td>\n",
-       "      <td>-1.701362e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16985</th>\n",
-       "      <td>0.383511</td>\n",
-       "      <td>0.380633</td>\n",
-       "      <td>2.878461e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16986</th>\n",
-       "      <td>0.162788</td>\n",
-       "      <td>0.171910</td>\n",
-       "      <td>-9.121800e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16991</th>\n",
-       "      <td>0.015753</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.575310e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16993</th>\n",
-       "      <td>0.010687</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.068695e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16995</th>\n",
-       "      <td>0.156663</td>\n",
-       "      <td>0.155244</td>\n",
-       "      <td>1.419628e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16996</th>\n",
-       "      <td>0.010249</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.024857e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16997</th>\n",
-       "      <td>0.194458</td>\n",
-       "      <td>0.194036</td>\n",
-       "      <td>4.225991e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17006</th>\n",
-       "      <td>0.079878</td>\n",
-       "      <td>0.082927</td>\n",
-       "      <td>-3.048041e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17010</th>\n",
-       "      <td>0.014377</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.437660e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17014</th>\n",
-       "      <td>0.246020</td>\n",
-       "      <td>0.249063</td>\n",
-       "      <td>-3.043596e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17015</th>\n",
-       "      <td>0.252017</td>\n",
-       "      <td>0.255574</td>\n",
-       "      <td>-3.557004e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17016</th>\n",
-       "      <td>0.193296</td>\n",
-       "      <td>0.202331</td>\n",
-       "      <td>-9.035120e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17019</th>\n",
-       "      <td>0.008218</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.218126e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17021</th>\n",
-       "      <td>0.051231</td>\n",
-       "      <td>0.052427</td>\n",
-       "      <td>-1.196414e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17026</th>\n",
-       "      <td>0.102692</td>\n",
-       "      <td>0.100329</td>\n",
-       "      <td>2.363567e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17028</th>\n",
-       "      <td>0.389218</td>\n",
-       "      <td>0.395436</td>\n",
-       "      <td>-6.217847e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17030</th>\n",
-       "      <td>0.231351</td>\n",
-       "      <td>0.238033</td>\n",
-       "      <td>-6.681844e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17037</th>\n",
-       "      <td>0.296025</td>\n",
-       "      <td>0.299253</td>\n",
-       "      <td>-3.228160e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17048</th>\n",
-       "      <td>0.199281</td>\n",
-       "      <td>0.198616</td>\n",
-       "      <td>6.652128e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17049</th>\n",
-       "      <td>0.074430</td>\n",
-       "      <td>0.076606</td>\n",
-       "      <td>-2.176133e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17051</th>\n",
-       "      <td>0.284628</td>\n",
-       "      <td>0.284695</td>\n",
-       "      <td>-6.676443e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17053</th>\n",
-       "      <td>0.176612</td>\n",
-       "      <td>0.176416</td>\n",
-       "      <td>1.954632e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17061</th>\n",
-       "      <td>0.265114</td>\n",
-       "      <td>0.268838</td>\n",
-       "      <td>-3.723987e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17062</th>\n",
-       "      <td>0.285911</td>\n",
-       "      <td>0.286101</td>\n",
-       "      <td>-1.900244e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17068</th>\n",
-       "      <td>0.152186</td>\n",
-       "      <td>0.154087</td>\n",
-       "      <td>-1.900911e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17070</th>\n",
-       "      <td>0.163976</td>\n",
-       "      <td>0.153370</td>\n",
-       "      <td>1.060565e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17074</th>\n",
-       "      <td>0.010256</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.025566e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17075</th>\n",
-       "      <td>0.008775</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.774696e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17082</th>\n",
-       "      <td>0.105478</td>\n",
-       "      <td>0.106065</td>\n",
-       "      <td>-5.870764e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17086</th>\n",
-       "      <td>0.311675</td>\n",
-       "      <td>0.310755</td>\n",
-       "      <td>9.202731e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17090</th>\n",
-       "      <td>0.145205</td>\n",
-       "      <td>0.146398</td>\n",
-       "      <td>-1.193569e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17091</th>\n",
-       "      <td>0.223353</td>\n",
-       "      <td>0.230209</td>\n",
-       "      <td>-6.856012e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17094</th>\n",
-       "      <td>0.350266</td>\n",
-       "      <td>0.351019</td>\n",
-       "      <td>-7.522980e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17096</th>\n",
-       "      <td>0.385237</td>\n",
-       "      <td>0.393479</td>\n",
-       "      <td>-8.242107e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17097</th>\n",
-       "      <td>0.404611</td>\n",
-       "      <td>0.404418</td>\n",
-       "      <td>1.924580e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17099</th>\n",
-       "      <td>0.120785</td>\n",
-       "      <td>0.125000</td>\n",
-       "      <td>-4.215015e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17104</th>\n",
-       "      <td>0.148409</td>\n",
-       "      <td>0.162566</td>\n",
-       "      <td>-1.415699e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17108</th>\n",
-       "      <td>0.170563</td>\n",
-       "      <td>0.159694</td>\n",
-       "      <td>1.086875e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17114</th>\n",
-       "      <td>0.159708</td>\n",
-       "      <td>0.159764</td>\n",
-       "      <td>-5.629470e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17119</th>\n",
-       "      <td>0.080585</td>\n",
-       "      <td>0.085467</td>\n",
-       "      <td>-4.881786e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17121</th>\n",
-       "      <td>0.205463</td>\n",
-       "      <td>0.204391</td>\n",
-       "      <td>1.071693e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17125</th>\n",
-       "      <td>0.138802</td>\n",
-       "      <td>0.140972</td>\n",
-       "      <td>-2.169854e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17126</th>\n",
-       "      <td>0.226648</td>\n",
-       "      <td>0.225850</td>\n",
-       "      <td>7.979109e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17127</th>\n",
-       "      <td>0.063053</td>\n",
-       "      <td>0.063187</td>\n",
-       "      <td>-1.343228e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17128</th>\n",
-       "      <td>0.157216</td>\n",
-       "      <td>0.161070</td>\n",
-       "      <td>-3.853942e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17130</th>\n",
-       "      <td>0.197048</td>\n",
-       "      <td>0.196413</td>\n",
-       "      <td>6.352776e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17131</th>\n",
-       "      <td>0.051355</td>\n",
-       "      <td>0.056494</td>\n",
-       "      <td>-5.139094e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17133</th>\n",
-       "      <td>0.097817</td>\n",
-       "      <td>0.101888</td>\n",
-       "      <td>-4.070343e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17134</th>\n",
-       "      <td>0.146732</td>\n",
-       "      <td>0.136313</td>\n",
-       "      <td>1.041881e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17142</th>\n",
-       "      <td>0.717900</td>\n",
-       "      <td>0.718008</td>\n",
-       "      <td>-1.078281e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17143</th>\n",
-       "      <td>0.158856</td>\n",
-       "      <td>0.159484</td>\n",
-       "      <td>-6.280985e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17153</th>\n",
-       "      <td>0.169638</td>\n",
-       "      <td>0.183141</td>\n",
-       "      <td>-1.350292e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17154</th>\n",
-       "      <td>0.011934</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.193419e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17155</th>\n",
-       "      <td>0.115764</td>\n",
-       "      <td>0.119261</td>\n",
-       "      <td>-3.496716e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17157</th>\n",
-       "      <td>0.081823</td>\n",
-       "      <td>0.083642</td>\n",
-       "      <td>-1.818300e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17163</th>\n",
-       "      <td>0.083563</td>\n",
-       "      <td>0.083525</td>\n",
-       "      <td>3.808765e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17164</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17165</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17166</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17167</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17168</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17169</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17170</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17171</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17172</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17173</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17174</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17175</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17176</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17177</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17178</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17179</th>\n",
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-       "    <tr>\n",
-       "      <th>17180</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17181</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17183</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17185</th>\n",
-       "      <td>0.110435</td>\n",
-       "      <td>0.114252</td>\n",
-       "      <td>-3.816848e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17186</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17187</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17188</th>\n",
-       "      <td>0.007668</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.668135e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17189</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17190</th>\n",
-       "      <td>0.251033</td>\n",
-       "      <td>0.249273</td>\n",
-       "      <td>1.759741e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17191</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <th>17192</th>\n",
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-       "    <tr>\n",
-       "      <th>17193</th>\n",
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-       "      <th>17194</th>\n",
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-       "    <tr>\n",
-       "      <th>17195</th>\n",
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-       "      <th>17196</th>\n",
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-       "      <th>17197</th>\n",
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-       "      <th>17198</th>\n",
-       "      <td>0.203266</td>\n",
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-       "      <th>17199</th>\n",
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-       "      <th>17200</th>\n",
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-       "      <th>17201</th>\n",
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-       "      <th>17202</th>\n",
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-       "      <th>17203</th>\n",
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-       "      <th>17204</th>\n",
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-       "      <th>17205</th>\n",
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-       "      <th>17206</th>\n",
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-       "      <th>17207</th>\n",
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-       "      <th>17208</th>\n",
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-       "      <th>17209</th>\n",
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-       "      <th>17210</th>\n",
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-       "      <th>17211</th>\n",
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-       "      <th>17212</th>\n",
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-       "    <tr>\n",
-       "      <th>17213</th>\n",
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-       "    <tr>\n",
-       "      <th>17214</th>\n",
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-       "    <tr>\n",
-       "      <th>17215</th>\n",
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-       "      <th>17216</th>\n",
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-       "      <th>17217</th>\n",
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-       "    <tr>\n",
-       "      <th>17218</th>\n",
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-       "    <tr>\n",
-       "      <th>17219</th>\n",
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-       "      <th>17220</th>\n",
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-       "    <tr>\n",
-       "      <th>17221</th>\n",
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-       "    <tr>\n",
-       "      <th>17222</th>\n",
-       "      <td>0.008968</td>\n",
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-       "      <th>17223</th>\n",
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-       "    <tr>\n",
-       "      <th>17224</th>\n",
-       "      <td>0.238819</td>\n",
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-       "    <tr>\n",
-       "      <th>17225</th>\n",
-       "      <td>0.050951</td>\n",
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-       "      <th>17226</th>\n",
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-       "    <tr>\n",
-       "      <th>17227</th>\n",
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-       "    <tr>\n",
-       "      <th>17228</th>\n",
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-       "    <tr>\n",
-       "      <th>17229</th>\n",
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-       "    <tr>\n",
-       "      <th>17230</th>\n",
-       "      <td>0.138146</td>\n",
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-       "    <tr>\n",
-       "      <th>17231</th>\n",
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-       "    <tr>\n",
-       "      <th>17232</th>\n",
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-       "      <th>17233</th>\n",
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-       "    <tr>\n",
-       "      <th>17234</th>\n",
-       "      <td>0.130730</td>\n",
-       "      <td>0.128971</td>\n",
-       "      <td>1.759467e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17235</th>\n",
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-       "    <tr>\n",
-       "      <th>17236</th>\n",
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-       "    <tr>\n",
-       "      <th>17237</th>\n",
-       "      <td>0.025709</td>\n",
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-       "    <tr>\n",
-       "      <th>17238</th>\n",
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-       "    <tr>\n",
-       "      <th>17239</th>\n",
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-       "    <tr>\n",
-       "      <th>17240</th>\n",
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-       "    <tr>\n",
-       "      <th>17241</th>\n",
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-       "    <tr>\n",
-       "      <th>17242</th>\n",
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-       "    <tr>\n",
-       "      <th>17243</th>\n",
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-       "    <tr>\n",
-       "      <th>17244</th>\n",
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-       "    <tr>\n",
-       "      <th>17245</th>\n",
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-       "      <th>17246</th>\n",
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-       "    <tr>\n",
-       "      <th>17247</th>\n",
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-       "    <tr>\n",
-       "      <th>17248</th>\n",
-       "      <td>0.008070</td>\n",
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-       "    <tr>\n",
-       "      <th>17249</th>\n",
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-       "      <th>17250</th>\n",
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-       "      <th>17251</th>\n",
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-       "      <th>17252</th>\n",
-       "      <td>0.100564</td>\n",
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-       "      <th>17253</th>\n",
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-       "      <th>17254</th>\n",
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-       "      <th>17255</th>\n",
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-       "      <th>17256</th>\n",
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-       "      <th>17257</th>\n",
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-       "      <th>17258</th>\n",
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-       "      <th>17259</th>\n",
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-       "      <th>17260</th>\n",
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-       "      <th>17261</th>\n",
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-       "      <th>17262</th>\n",
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-       "    <tr>\n",
-       "      <th>17263</th>\n",
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-       "      <th>17264</th>\n",
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-       "      <th>17265</th>\n",
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-       "      <th>17266</th>\n",
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-       "      <th>17267</th>\n",
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-       "      <th>17268</th>\n",
-       "      <td>0.230720</td>\n",
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-       "      <td>5.472610e-03</td>\n",
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-       "      <th>17269</th>\n",
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-       "      <th>17270</th>\n",
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-       "      <th>17271</th>\n",
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-       "      <th>17272</th>\n",
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-       "      <th>17273</th>\n",
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-       "      <th>17274</th>\n",
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-       "      <th>17275</th>\n",
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-       "      <th>17276</th>\n",
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-       "      <th>17277</th>\n",
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-       "    <tr>\n",
-       "      <th>17278</th>\n",
-       "      <td>0.103588</td>\n",
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-       "      <td>2.229444e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>17279</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17281</th>\n",
-       "      <td>0.149511</td>\n",
-       "      <td>0.155163</td>\n",
-       "      <td>-5.651195e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17285</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17286</th>\n",
-       "      <td>0.165529</td>\n",
-       "      <td>0.170059</td>\n",
-       "      <td>-4.529974e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17287</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17288</th>\n",
-       "      <td>0.108325</td>\n",
-       "      <td>0.111957</td>\n",
-       "      <td>-3.631633e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17289</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17290</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17291</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17292</th>\n",
-       "      <td>0.396618</td>\n",
-       "      <td>0.402540</td>\n",
-       "      <td>-5.921393e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17293</th>\n",
-       "      <td>0.007693</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.693339e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17295</th>\n",
-       "      <td>0.285113</td>\n",
-       "      <td>0.287392</td>\n",
-       "      <td>-2.279068e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17296</th>\n",
-       "      <td>0.161478</td>\n",
-       "      <td>0.161109</td>\n",
-       "      <td>3.685353e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17297</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17305</th>\n",
-       "      <td>0.102928</td>\n",
-       "      <td>0.105551</td>\n",
-       "      <td>-2.622617e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17310</th>\n",
-       "      <td>0.228524</td>\n",
-       "      <td>0.229472</td>\n",
-       "      <td>-9.482428e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17311</th>\n",
-       "      <td>0.145314</td>\n",
-       "      <td>0.148119</td>\n",
-       "      <td>-2.805090e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17313</th>\n",
-       "      <td>0.098927</td>\n",
-       "      <td>0.100798</td>\n",
-       "      <td>-1.871081e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17317</th>\n",
-       "      <td>0.226518</td>\n",
-       "      <td>0.242503</td>\n",
-       "      <td>-1.598520e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17318</th>\n",
-       "      <td>0.240302</td>\n",
-       "      <td>0.242575</td>\n",
-       "      <td>-2.273497e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17320</th>\n",
-       "      <td>0.096211</td>\n",
-       "      <td>0.098692</td>\n",
-       "      <td>-2.480344e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17324</th>\n",
-       "      <td>0.540500</td>\n",
-       "      <td>0.548414</td>\n",
-       "      <td>-7.913509e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17333</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17335</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17336</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17337</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17338</th>\n",
-       "      <td>0.016850</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.684970e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17339</th>\n",
-       "      <td>0.236535</td>\n",
-       "      <td>0.243137</td>\n",
-       "      <td>-6.601733e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17340</th>\n",
-       "      <td>0.244436</td>\n",
-       "      <td>0.243818</td>\n",
-       "      <td>6.177840e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17341</th>\n",
-       "      <td>0.181119</td>\n",
-       "      <td>0.182140</td>\n",
-       "      <td>-1.020697e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17342</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17343</th>\n",
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-       "    <tr>\n",
-       "      <th>17344</th>\n",
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-       "    <tr>\n",
-       "      <th>17345</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17346</th>\n",
-       "      <td>0.120231</td>\n",
-       "      <td>0.135066</td>\n",
-       "      <td>-1.483496e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17347</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17348</th>\n",
-       "      <td>0.163227</td>\n",
-       "      <td>0.160676</td>\n",
-       "      <td>2.550962e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17349</th>\n",
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-       "    <tr>\n",
-       "      <th>17350</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17351</th>\n",
-       "      <td>0.068077</td>\n",
-       "      <td>0.063971</td>\n",
-       "      <td>4.106195e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17352</th>\n",
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-       "    <tr>\n",
-       "      <th>17353</th>\n",
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-       "    <tr>\n",
-       "      <th>17354</th>\n",
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-       "    <tr>\n",
-       "      <th>17355</th>\n",
-       "      <td>0.013690</td>\n",
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-       "      <td>1.368998e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>17356</th>\n",
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-       "    <tr>\n",
-       "      <th>17357</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17358</th>\n",
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-       "    <tr>\n",
-       "      <th>17359</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17360</th>\n",
-       "      <td>0.077789</td>\n",
-       "      <td>0.075124</td>\n",
-       "      <td>2.665099e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17361</th>\n",
-       "      <td>0.234771</td>\n",
-       "      <td>0.226099</td>\n",
-       "      <td>8.671389e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17362</th>\n",
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-       "      <th>17363</th>\n",
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-       "    <tr>\n",
-       "      <th>17364</th>\n",
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-       "    <tr>\n",
-       "      <th>17365</th>\n",
-       "      <td>0.131407</td>\n",
-       "      <td>0.131322</td>\n",
-       "      <td>8.551786e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17366</th>\n",
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-       "    <tr>\n",
-       "      <th>17367</th>\n",
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-       "    <tr>\n",
-       "      <th>17368</th>\n",
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-       "    <tr>\n",
-       "      <th>17369</th>\n",
-       "      <td>0.079418</td>\n",
-       "      <td>0.080653</td>\n",
-       "      <td>-1.234565e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17370</th>\n",
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-       "    <tr>\n",
-       "      <th>17371</th>\n",
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-       "    <tr>\n",
-       "      <th>17372</th>\n",
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-       "    <tr>\n",
-       "      <th>17373</th>\n",
-       "      <td>0.115214</td>\n",
-       "      <td>0.107458</td>\n",
-       "      <td>7.755885e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17374</th>\n",
-       "      <td>0.055534</td>\n",
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-       "      <td>-1.315924e-03</td>\n",
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-       "      <th>17375</th>\n",
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-       "      <th>17376</th>\n",
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-       "      <th>17377</th>\n",
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-       "    <tr>\n",
-       "      <th>17378</th>\n",
-       "      <td>0.089146</td>\n",
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-       "      <td>-1.355616e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17379</th>\n",
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-       "    <tr>\n",
-       "      <th>17380</th>\n",
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-       "    <tr>\n",
-       "      <th>17381</th>\n",
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-       "    <tr>\n",
-       "      <th>17382</th>\n",
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-       "    <tr>\n",
-       "      <th>17383</th>\n",
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-       "    <tr>\n",
-       "      <th>17384</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17385</th>\n",
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-       "    <tr>\n",
-       "      <th>17386</th>\n",
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-       "    <tr>\n",
-       "      <th>17387</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17388</th>\n",
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-       "    <tr>\n",
-       "      <th>17389</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17390</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17391</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17392</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17393</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17394</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17395</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17396</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17397</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17398</th>\n",
-       "      <td>0.167178</td>\n",
-       "      <td>0.167297</td>\n",
-       "      <td>-1.196607e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17399</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17400</th>\n",
-       "      <td>0.062997</td>\n",
-       "      <td>0.085089</td>\n",
-       "      <td>-2.209182e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17401</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17402</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17403</th>\n",
-       "      <td>0.181441</td>\n",
-       "      <td>0.183069</td>\n",
-       "      <td>-1.628695e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17404</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17405</th>\n",
-       "      <td>0.169870</td>\n",
-       "      <td>0.174404</td>\n",
-       "      <td>-4.533171e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17406</th>\n",
-       "      <td>0.105871</td>\n",
-       "      <td>0.103272</td>\n",
-       "      <td>2.599334e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17407</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17408</th>\n",
-       "      <td>0.266371</td>\n",
-       "      <td>0.264753</td>\n",
-       "      <td>1.618638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17409</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17410</th>\n",
-       "      <td>0.113144</td>\n",
-       "      <td>0.114046</td>\n",
-       "      <td>-9.025187e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17414</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17417</th>\n",
-       "      <td>0.261840</td>\n",
-       "      <td>0.262301</td>\n",
-       "      <td>-4.606780e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17420</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17421</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17422</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17423</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17424</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17425</th>\n",
-       "      <td>0.419282</td>\n",
-       "      <td>0.418624</td>\n",
-       "      <td>6.579683e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17426</th>\n",
-       "      <td>0.213684</td>\n",
-       "      <td>0.227524</td>\n",
-       "      <td>-1.384003e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17427</th>\n",
-       "      <td>0.103302</td>\n",
-       "      <td>0.105615</td>\n",
-       "      <td>-2.312906e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17428</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17429</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17430</th>\n",
-       "      <td>0.119914</td>\n",
-       "      <td>0.117712</td>\n",
-       "      <td>2.201800e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17431</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17432</th>\n",
-       "      <td>0.013462</td>\n",
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-       "      <td>1.346207e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17433</th>\n",
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-       "    <tr>\n",
-       "      <th>17434</th>\n",
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-       "    <tr>\n",
-       "      <th>17435</th>\n",
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-       "    <tr>\n",
-       "      <th>17436</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17437</th>\n",
-       "      <td>0.211747</td>\n",
-       "      <td>0.212688</td>\n",
-       "      <td>-9.410683e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>17438</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17439</th>\n",
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-       "    <tr>\n",
-       "      <th>17440</th>\n",
-       "      <td>0.007650</td>\n",
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-       "      <td>7.650235e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17441</th>\n",
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-       "      <th>17442</th>\n",
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-       "      <th>17443</th>\n",
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-       "      <th>17444</th>\n",
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-       "    <tr>\n",
-       "      <th>17445</th>\n",
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-       "    <tr>\n",
-       "      <th>17446</th>\n",
-       "      <td>0.190138</td>\n",
-       "      <td>0.194533</td>\n",
-       "      <td>-4.394928e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17447</th>\n",
-       "      <td>0.180966</td>\n",
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-       "      <td>-3.850739e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17448</th>\n",
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-       "    <tr>\n",
-       "      <th>17449</th>\n",
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-       "      <th>17450</th>\n",
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-       "      <th>17451</th>\n",
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-       "      <th>17452</th>\n",
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-       "    <tr>\n",
-       "      <th>17453</th>\n",
-       "      <td>0.168072</td>\n",
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-       "      <td>-4.938440e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17455</th>\n",
-       "      <td>0.155228</td>\n",
-       "      <td>0.156338</td>\n",
-       "      <td>-1.110522e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17456</th>\n",
-       "      <td>0.075298</td>\n",
-       "      <td>0.080947</td>\n",
-       "      <td>-5.648915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17460</th>\n",
-       "      <td>0.247154</td>\n",
-       "      <td>0.251667</td>\n",
-       "      <td>-4.513479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17461</th>\n",
-       "      <td>0.189010</td>\n",
-       "      <td>0.188932</td>\n",
-       "      <td>7.860084e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17463</th>\n",
-       "      <td>0.125082</td>\n",
-       "      <td>0.125368</td>\n",
-       "      <td>-2.860078e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17464</th>\n",
-       "      <td>0.140863</td>\n",
-       "      <td>0.139045</td>\n",
-       "      <td>1.817964e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17467</th>\n",
-       "      <td>0.336920</td>\n",
-       "      <td>0.344526</td>\n",
-       "      <td>-7.605816e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17479</th>\n",
-       "      <td>0.153052</td>\n",
-       "      <td>0.165315</td>\n",
-       "      <td>-1.226300e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17483</th>\n",
-       "      <td>0.150269</td>\n",
-       "      <td>0.151117</td>\n",
-       "      <td>-8.478154e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17484</th>\n",
-       "      <td>0.107947</td>\n",
-       "      <td>0.107033</td>\n",
-       "      <td>9.147089e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17485</th>\n",
-       "      <td>0.282442</td>\n",
-       "      <td>0.287675</td>\n",
-       "      <td>-5.232885e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17492</th>\n",
-       "      <td>0.142634</td>\n",
-       "      <td>0.144104</td>\n",
-       "      <td>-1.469645e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17495</th>\n",
-       "      <td>0.079413</td>\n",
-       "      <td>0.087714</td>\n",
-       "      <td>-8.300904e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17498</th>\n",
-       "      <td>0.086780</td>\n",
-       "      <td>0.094355</td>\n",
-       "      <td>-7.574917e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17501</th>\n",
-       "      <td>0.450285</td>\n",
-       "      <td>0.450541</td>\n",
-       "      <td>-2.555658e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17503</th>\n",
-       "      <td>0.234078</td>\n",
-       "      <td>0.230358</td>\n",
-       "      <td>3.720628e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17508</th>\n",
-       "      <td>0.301837</td>\n",
-       "      <td>0.301648</td>\n",
-       "      <td>1.890309e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17510</th>\n",
-       "      <td>0.152667</td>\n",
-       "      <td>0.154508</td>\n",
-       "      <td>-1.841034e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17514</th>\n",
-       "      <td>0.355724</td>\n",
-       "      <td>0.357199</td>\n",
-       "      <td>-1.475425e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17525</th>\n",
-       "      <td>0.190508</td>\n",
-       "      <td>0.190924</td>\n",
-       "      <td>-4.161648e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17527</th>\n",
-       "      <td>0.122831</td>\n",
-       "      <td>0.124943</td>\n",
-       "      <td>-2.112532e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17528</th>\n",
-       "      <td>0.173138</td>\n",
-       "      <td>0.174534</td>\n",
-       "      <td>-1.395262e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17529</th>\n",
-       "      <td>0.083247</td>\n",
-       "      <td>0.089140</td>\n",
-       "      <td>-5.893404e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17536</th>\n",
-       "      <td>0.086117</td>\n",
-       "      <td>0.089752</td>\n",
-       "      <td>-3.635491e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17541</th>\n",
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-       "      <th>17542</th>\n",
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-       "      <th>17543</th>\n",
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-       "      <th>17544</th>\n",
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-       "      <th>17545</th>\n",
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-       "    <tr>\n",
-       "      <th>17546</th>\n",
-       "      <td>0.078283</td>\n",
-       "      <td>0.079774</td>\n",
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-       "    <tr>\n",
-       "      <th>17547</th>\n",
-       "      <td>0.233327</td>\n",
-       "      <td>0.235877</td>\n",
-       "      <td>-2.549612e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17548</th>\n",
-       "      <td>0.160137</td>\n",
-       "      <td>0.158378</td>\n",
-       "      <td>1.759169e-03</td>\n",
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-       "      <th>17549</th>\n",
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-       "      <th>17550</th>\n",
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-       "      <th>17551</th>\n",
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-       "      <th>17552</th>\n",
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-       "      <th>17553</th>\n",
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-       "      <th>17554</th>\n",
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-       "      <th>17555</th>\n",
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-       "      <th>17556</th>\n",
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-       "    <tr>\n",
-       "      <th>17557</th>\n",
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-       "    <tr>\n",
-       "      <th>17558</th>\n",
-       "      <td>0.157921</td>\n",
-       "      <td>0.159885</td>\n",
-       "      <td>-1.964128e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17559</th>\n",
-       "      <td>0.412165</td>\n",
-       "      <td>0.447049</td>\n",
-       "      <td>-3.488410e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>17560</th>\n",
-       "      <td>0.219430</td>\n",
-       "      <td>0.227211</td>\n",
-       "      <td>-7.780813e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17561</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17562</th>\n",
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-       "    <tr>\n",
-       "      <th>17563</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17564</th>\n",
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-       "    <tr>\n",
-       "      <th>17565</th>\n",
-       "      <td>0.190478</td>\n",
-       "      <td>0.197957</td>\n",
-       "      <td>-7.478718e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17566</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17567</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17568</th>\n",
-       "      <td>0.009565</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.564743e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17569</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17570</th>\n",
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-       "    <tr>\n",
-       "      <th>17571</th>\n",
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-       "    <tr>\n",
-       "      <th>17572</th>\n",
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-       "    <tr>\n",
-       "      <th>17573</th>\n",
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-       "    <tr>\n",
-       "      <th>17574</th>\n",
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-       "    <tr>\n",
-       "      <th>17575</th>\n",
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-       "    <tr>\n",
-       "      <th>17576</th>\n",
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-       "    <tr>\n",
-       "      <th>17577</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17578</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17579</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17580</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17581</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>17582</th>\n",
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-       "    <tr>\n",
-       "      <th>17583</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17584</th>\n",
-       "      <td>0.116533</td>\n",
-       "      <td>0.112511</td>\n",
-       "      <td>4.022529e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17585</th>\n",
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-       "    <tr>\n",
-       "      <th>17586</th>\n",
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-       "    <tr>\n",
-       "      <th>17587</th>\n",
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-       "    <tr>\n",
-       "      <th>17588</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17589</th>\n",
-       "      <td>0.013901</td>\n",
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-       "      <td>1.390067e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17590</th>\n",
-       "      <td>0.279129</td>\n",
-       "      <td>0.278549</td>\n",
-       "      <td>5.806349e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17591</th>\n",
-       "      <td>0.213857</td>\n",
-       "      <td>0.213646</td>\n",
-       "      <td>2.116514e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17592</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17593</th>\n",
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-       "    <tr>\n",
-       "      <th>17594</th>\n",
-       "      <td>0.226445</td>\n",
-       "      <td>0.235222</td>\n",
-       "      <td>-8.777621e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17595</th>\n",
-       "      <td>0.131976</td>\n",
-       "      <td>0.136136</td>\n",
-       "      <td>-4.160643e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17596</th>\n",
-       "      <td>0.281467</td>\n",
-       "      <td>0.282364</td>\n",
-       "      <td>-8.963676e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17597</th>\n",
-       "      <td>0.684533</td>\n",
-       "      <td>0.682787</td>\n",
-       "      <td>1.745580e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17598</th>\n",
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-       "    <tr>\n",
-       "      <th>17599</th>\n",
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-       "    <tr>\n",
-       "      <th>17600</th>\n",
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-       "    <tr>\n",
-       "      <th>17601</th>\n",
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-       "    <tr>\n",
-       "      <th>17602</th>\n",
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-       "    <tr>\n",
-       "      <th>17603</th>\n",
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-       "    <tr>\n",
-       "      <th>17604</th>\n",
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-       "    <tr>\n",
-       "      <th>17605</th>\n",
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-       "    <tr>\n",
-       "      <th>17606</th>\n",
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-       "    <tr>\n",
-       "      <th>17607</th>\n",
-       "      <td>0.014418</td>\n",
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-       "    <tr>\n",
-       "      <th>17608</th>\n",
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-       "    <tr>\n",
-       "      <th>17609</th>\n",
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-       "    <tr>\n",
-       "      <th>17610</th>\n",
-       "      <td>0.236562</td>\n",
-       "      <td>0.232795</td>\n",
-       "      <td>3.767426e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17611</th>\n",
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-       "    <tr>\n",
-       "      <th>17612</th>\n",
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-       "    <tr>\n",
-       "      <th>17613</th>\n",
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-       "    <tr>\n",
-       "      <th>17614</th>\n",
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-       "    <tr>\n",
-       "      <th>17615</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17616</th>\n",
-       "      <td>0.188830</td>\n",
-       "      <td>0.194750</td>\n",
-       "      <td>-5.920164e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17617</th>\n",
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-       "    <tr>\n",
-       "      <th>17618</th>\n",
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-       "    <tr>\n",
-       "      <th>17619</th>\n",
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-       "    <tr>\n",
-       "      <th>17620</th>\n",
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-       "    <tr>\n",
-       "      <th>17621</th>\n",
-       "      <td>0.011604</td>\n",
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-       "      <td>1.160408e-02</td>\n",
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-       "    <tr>\n",
-       "      <th>17622</th>\n",
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-       "    <tr>\n",
-       "      <th>17623</th>\n",
-       "      <td>0.007763</td>\n",
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-       "      <td>7.762913e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17624</th>\n",
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-       "      <th>17625</th>\n",
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-       "      <th>17626</th>\n",
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-       "      <th>17627</th>\n",
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-       "      <th>17628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17630</th>\n",
-       "      <td>0.252177</td>\n",
-       "      <td>0.263261</td>\n",
-       "      <td>-1.108321e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17631</th>\n",
-       "      <td>0.199730</td>\n",
-       "      <td>0.201987</td>\n",
-       "      <td>-2.256511e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17635</th>\n",
-       "      <td>0.008438</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.438147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17637</th>\n",
-       "      <td>0.200780</td>\n",
-       "      <td>0.202133</td>\n",
-       "      <td>-1.352695e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17640</th>\n",
-       "      <td>0.115459</td>\n",
-       "      <td>0.116503</td>\n",
-       "      <td>-1.044525e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17643</th>\n",
-       "      <td>0.181031</td>\n",
-       "      <td>0.179957</td>\n",
-       "      <td>1.074551e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17644</th>\n",
-       "      <td>0.128484</td>\n",
-       "      <td>0.128451</td>\n",
-       "      <td>3.294416e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17647</th>\n",
-       "      <td>0.174064</td>\n",
-       "      <td>0.174169</td>\n",
-       "      <td>-1.045313e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17648</th>\n",
-       "      <td>0.366101</td>\n",
-       "      <td>0.369568</td>\n",
-       "      <td>-3.466110e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17650</th>\n",
-       "      <td>0.210279</td>\n",
-       "      <td>0.210226</td>\n",
-       "      <td>5.301109e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17652</th>\n",
-       "      <td>0.510716</td>\n",
-       "      <td>0.510554</td>\n",
-       "      <td>1.626122e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17653</th>\n",
-       "      <td>0.176406</td>\n",
-       "      <td>0.178878</td>\n",
-       "      <td>-2.472397e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17654</th>\n",
-       "      <td>0.123446</td>\n",
-       "      <td>0.125915</td>\n",
-       "      <td>-2.468275e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17655</th>\n",
-       "      <td>0.332279</td>\n",
-       "      <td>0.346671</td>\n",
-       "      <td>-1.439197e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17657</th>\n",
-       "      <td>0.372191</td>\n",
-       "      <td>0.372936</td>\n",
-       "      <td>-7.446965e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17660</th>\n",
-       "      <td>0.090838</td>\n",
-       "      <td>0.083260</td>\n",
-       "      <td>7.577533e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17661</th>\n",
-       "      <td>0.097426</td>\n",
-       "      <td>0.106019</td>\n",
-       "      <td>-8.592769e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17662</th>\n",
-       "      <td>0.808063</td>\n",
-       "      <td>0.808194</td>\n",
-       "      <td>-1.312209e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17669</th>\n",
-       "      <td>0.692569</td>\n",
-       "      <td>0.701175</td>\n",
-       "      <td>-8.606176e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17672</th>\n",
-       "      <td>0.067810</td>\n",
-       "      <td>0.068080</td>\n",
-       "      <td>-2.698911e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17673</th>\n",
-       "      <td>0.174642</td>\n",
-       "      <td>0.165239</td>\n",
-       "      <td>9.402244e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17679</th>\n",
-       "      <td>0.454832</td>\n",
-       "      <td>0.454582</td>\n",
-       "      <td>2.501870e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17680</th>\n",
-       "      <td>0.139193</td>\n",
-       "      <td>0.139580</td>\n",
-       "      <td>-3.873456e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17684</th>\n",
-       "      <td>0.250001</td>\n",
-       "      <td>0.249920</td>\n",
-       "      <td>8.138447e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17685</th>\n",
-       "      <td>0.072837</td>\n",
-       "      <td>0.070731</td>\n",
-       "      <td>2.106258e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17687</th>\n",
-       "      <td>0.124633</td>\n",
-       "      <td>0.124950</td>\n",
-       "      <td>-3.176678e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17690</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17692</th>\n",
-       "      <td>0.385785</td>\n",
-       "      <td>0.382807</td>\n",
-       "      <td>2.978005e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17695</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17696</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17697</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17698</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17699</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17700</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17702</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17703</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17704</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17705</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17706</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17707</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17708</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17709</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17710</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17711</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17712</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17713</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17714</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>17715</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17717</th>\n",
-       "      <td>0.164066</td>\n",
-       "      <td>0.163070</td>\n",
-       "      <td>9.964977e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17719</th>\n",
-       "      <td>0.273787</td>\n",
-       "      <td>0.287016</td>\n",
-       "      <td>-1.322901e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17725</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17726</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17727</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17728</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17729</th>\n",
-       "      <td>0.256011</td>\n",
-       "      <td>0.255064</td>\n",
-       "      <td>9.474163e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17730</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17731</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17733</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17735</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17738</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17740</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17742</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17744</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17745</th>\n",
-       "      <td>0.015676</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.567641e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17746</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17747</th>\n",
-       "      <td>0.118098</td>\n",
-       "      <td>0.115005</td>\n",
-       "      <td>3.092354e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17748</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17749</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17750</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17751</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17752</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17753</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17754</th>\n",
-       "      <td>0.245692</td>\n",
-       "      <td>0.242303</td>\n",
-       "      <td>3.388769e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17755</th>\n",
-       "      <td>0.114440</td>\n",
-       "      <td>0.115569</td>\n",
-       "      <td>-1.128787e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17756</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17757</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17758</th>\n",
-       "      <td>0.113466</td>\n",
-       "      <td>0.106580</td>\n",
-       "      <td>6.886900e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17762</th>\n",
-       "      <td>0.121438</td>\n",
-       "      <td>0.124348</td>\n",
-       "      <td>-2.910496e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17764</th>\n",
-       "      <td>0.149471</td>\n",
-       "      <td>0.148283</td>\n",
-       "      <td>1.188210e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17766</th>\n",
-       "      <td>0.167067</td>\n",
-       "      <td>0.166387</td>\n",
-       "      <td>6.795854e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17771</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17772</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17773</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17774</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17775</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17776</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17777</th>\n",
-       "      <td>0.227086</td>\n",
-       "      <td>0.226404</td>\n",
-       "      <td>6.818990e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17778</th>\n",
-       "      <td>0.243227</td>\n",
-       "      <td>0.241280</td>\n",
-       "      <td>1.947546e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17779</th>\n",
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-       "    <tr>\n",
-       "      <th>17780</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17781</th>\n",
-       "      <td>0.176241</td>\n",
-       "      <td>0.177176</td>\n",
-       "      <td>-9.351841e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17782</th>\n",
-       "      <td>0.624015</td>\n",
-       "      <td>0.622679</td>\n",
-       "      <td>1.336435e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17783</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17784</th>\n",
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-       "    <tr>\n",
-       "      <th>17785</th>\n",
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-       "    <tr>\n",
-       "      <th>17786</th>\n",
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-       "    <tr>\n",
-       "      <th>17787</th>\n",
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-       "    <tr>\n",
-       "      <th>17788</th>\n",
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-       "    <tr>\n",
-       "      <th>17789</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17790</th>\n",
-       "      <td>0.168672</td>\n",
-       "      <td>0.166325</td>\n",
-       "      <td>2.346529e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17791</th>\n",
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-       "    <tr>\n",
-       "      <th>17792</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17793</th>\n",
-       "      <td>0.203557</td>\n",
-       "      <td>0.204869</td>\n",
-       "      <td>-1.311720e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17794</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17795</th>\n",
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-       "    <tr>\n",
-       "      <th>17796</th>\n",
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-       "    <tr>\n",
-       "      <th>17797</th>\n",
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-       "    <tr>\n",
-       "      <th>17798</th>\n",
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-       "    <tr>\n",
-       "      <th>17799</th>\n",
-       "      <td>0.135102</td>\n",
-       "      <td>0.135811</td>\n",
-       "      <td>-7.085819e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17800</th>\n",
-       "      <td>0.157077</td>\n",
-       "      <td>0.160951</td>\n",
-       "      <td>-3.873988e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17801</th>\n",
-       "      <td>0.236700</td>\n",
-       "      <td>0.243193</td>\n",
-       "      <td>-6.493047e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>17802</th>\n",
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-       "    <tr>\n",
-       "      <th>17803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17804</th>\n",
-       "      <td>0.167266</td>\n",
-       "      <td>0.174783</td>\n",
-       "      <td>-7.517025e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17806</th>\n",
-       "      <td>0.332196</td>\n",
-       "      <td>0.336361</td>\n",
-       "      <td>-4.164993e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17810</th>\n",
-       "      <td>0.008905</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.905169e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17813</th>\n",
-       "      <td>0.251006</td>\n",
-       "      <td>0.249400</td>\n",
-       "      <td>1.606232e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17815</th>\n",
-       "      <td>0.086510</td>\n",
-       "      <td>0.087910</td>\n",
-       "      <td>-1.399868e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17828</th>\n",
-       "      <td>0.108351</td>\n",
-       "      <td>0.108404</td>\n",
-       "      <td>-5.278424e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17833</th>\n",
-       "      <td>0.285097</td>\n",
-       "      <td>0.286815</td>\n",
-       "      <td>-1.718048e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17834</th>\n",
-       "      <td>0.188452</td>\n",
-       "      <td>0.187634</td>\n",
-       "      <td>8.178853e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17835</th>\n",
-       "      <td>0.111689</td>\n",
-       "      <td>0.116862</td>\n",
-       "      <td>-5.172888e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17836</th>\n",
-       "      <td>0.167722</td>\n",
-       "      <td>0.169788</td>\n",
-       "      <td>-2.065746e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17838</th>\n",
-       "      <td>0.175552</td>\n",
-       "      <td>0.173545</td>\n",
-       "      <td>2.006527e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17839</th>\n",
-       "      <td>0.188869</td>\n",
-       "      <td>0.195773</td>\n",
-       "      <td>-6.904850e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17840</th>\n",
-       "      <td>0.058030</td>\n",
-       "      <td>0.063175</td>\n",
-       "      <td>-5.144850e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17841</th>\n",
-       "      <td>0.087505</td>\n",
-       "      <td>0.089624</td>\n",
-       "      <td>-2.118851e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17843</th>\n",
-       "      <td>0.487227</td>\n",
-       "      <td>0.493355</td>\n",
-       "      <td>-6.128491e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17845</th>\n",
-       "      <td>0.090639</td>\n",
-       "      <td>0.090726</td>\n",
-       "      <td>-8.706649e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17847</th>\n",
-       "      <td>0.010228</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.022787e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17854</th>\n",
-       "      <td>0.096720</td>\n",
-       "      <td>0.096971</td>\n",
-       "      <td>-2.511472e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17856</th>\n",
-       "      <td>0.342452</td>\n",
-       "      <td>0.342297</td>\n",
-       "      <td>1.551382e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17859</th>\n",
-       "      <td>0.221451</td>\n",
-       "      <td>0.208849</td>\n",
-       "      <td>1.260118e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17864</th>\n",
-       "      <td>0.209960</td>\n",
-       "      <td>0.213702</td>\n",
-       "      <td>-3.741083e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17865</th>\n",
-       "      <td>0.210863</td>\n",
-       "      <td>0.209933</td>\n",
-       "      <td>9.302807e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17867</th>\n",
-       "      <td>0.172501</td>\n",
-       "      <td>0.179648</td>\n",
-       "      <td>-7.146039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17868</th>\n",
-       "      <td>0.315555</td>\n",
-       "      <td>0.318967</td>\n",
-       "      <td>-3.412922e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17869</th>\n",
-       "      <td>0.350274</td>\n",
-       "      <td>0.361645</td>\n",
-       "      <td>-1.137137e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17872</th>\n",
-       "      <td>0.128293</td>\n",
-       "      <td>0.125188</td>\n",
-       "      <td>3.104821e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17873</th>\n",
-       "      <td>0.178923</td>\n",
-       "      <td>0.180839</td>\n",
-       "      <td>-1.915965e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17877</th>\n",
-       "      <td>0.235322</td>\n",
-       "      <td>0.243003</td>\n",
-       "      <td>-7.681017e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17884</th>\n",
-       "      <td>0.009136</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.135992e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17885</th>\n",
-       "      <td>0.176132</td>\n",
-       "      <td>0.176408</td>\n",
-       "      <td>-2.756484e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17887</th>\n",
-       "      <td>0.133518</td>\n",
-       "      <td>0.135080</td>\n",
-       "      <td>-1.562074e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17888</th>\n",
-       "      <td>0.266350</td>\n",
-       "      <td>0.266823</td>\n",
-       "      <td>-4.723864e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17889</th>\n",
-       "      <td>0.093210</td>\n",
-       "      <td>0.093096</td>\n",
-       "      <td>1.144963e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17892</th>\n",
-       "      <td>0.009656</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.655538e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17895</th>\n",
-       "      <td>0.195073</td>\n",
-       "      <td>0.196250</td>\n",
-       "      <td>-1.176756e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17898</th>\n",
-       "      <td>0.234270</td>\n",
-       "      <td>0.210431</td>\n",
-       "      <td>2.383893e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17899</th>\n",
-       "      <td>0.098230</td>\n",
-       "      <td>0.098502</td>\n",
-       "      <td>-2.715075e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17900</th>\n",
-       "      <td>0.279372</td>\n",
-       "      <td>0.279196</td>\n",
-       "      <td>1.763027e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17906</th>\n",
-       "      <td>0.331022</td>\n",
-       "      <td>0.340099</td>\n",
-       "      <td>-9.077075e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17919</th>\n",
-       "      <td>0.089462</td>\n",
-       "      <td>0.096620</td>\n",
-       "      <td>-7.157912e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17925</th>\n",
-       "      <td>0.274397</td>\n",
-       "      <td>0.274329</td>\n",
-       "      <td>6.767979e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17927</th>\n",
-       "      <td>0.155992</td>\n",
-       "      <td>0.158397</td>\n",
-       "      <td>-2.404807e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17928</th>\n",
-       "      <td>0.182772</td>\n",
-       "      <td>0.187525</td>\n",
-       "      <td>-4.753777e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17929</th>\n",
-       "      <td>0.025218</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.521782e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17930</th>\n",
-       "      <td>0.113020</td>\n",
-       "      <td>0.112925</td>\n",
-       "      <td>9.444011e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17932</th>\n",
-       "      <td>0.080341</td>\n",
-       "      <td>0.083641</td>\n",
-       "      <td>-3.299621e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17936</th>\n",
-       "      <td>0.066595</td>\n",
-       "      <td>0.070163</td>\n",
-       "      <td>-3.568489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17944</th>\n",
-       "      <td>0.046078</td>\n",
-       "      <td>0.052472</td>\n",
-       "      <td>-6.394702e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17945</th>\n",
-       "      <td>0.126697</td>\n",
-       "      <td>0.128210</td>\n",
-       "      <td>-1.513047e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17946</th>\n",
-       "      <td>0.380425</td>\n",
-       "      <td>0.374197</td>\n",
-       "      <td>6.228586e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17947</th>\n",
-       "      <td>0.057975</td>\n",
-       "      <td>0.059253</td>\n",
-       "      <td>-1.278316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17950</th>\n",
-       "      <td>0.442917</td>\n",
-       "      <td>0.445750</td>\n",
-       "      <td>-2.833776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17952</th>\n",
-       "      <td>0.171743</td>\n",
-       "      <td>0.175802</td>\n",
-       "      <td>-4.059492e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17954</th>\n",
-       "      <td>0.240407</td>\n",
-       "      <td>0.240609</td>\n",
-       "      <td>-2.023250e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17955</th>\n",
-       "      <td>0.214031</td>\n",
-       "      <td>0.207726</td>\n",
-       "      <td>6.305147e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17957</th>\n",
-       "      <td>0.299052</td>\n",
-       "      <td>0.301255</td>\n",
-       "      <td>-2.203077e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17958</th>\n",
-       "      <td>0.237778</td>\n",
-       "      <td>0.241075</td>\n",
-       "      <td>-3.297114e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17961</th>\n",
-       "      <td>0.388193</td>\n",
-       "      <td>0.401752</td>\n",
-       "      <td>-1.355962e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17962</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17963</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17965</th>\n",
-       "      <td>0.007811</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.810836e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17970</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17971</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17973</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17974</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17975</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17976</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17978</th>\n",
-       "      <td>0.167261</td>\n",
-       "      <td>0.163925</td>\n",
-       "      <td>3.336081e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17980</th>\n",
-       "      <td>0.240816</td>\n",
-       "      <td>0.241970</td>\n",
-       "      <td>-1.154043e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17982</th>\n",
-       "      <td>0.008526</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.525998e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17987</th>\n",
-       "      <td>0.074809</td>\n",
-       "      <td>0.080666</td>\n",
-       "      <td>-5.856840e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17988</th>\n",
-       "      <td>0.256216</td>\n",
-       "      <td>0.264806</td>\n",
-       "      <td>-8.590424e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17989</th>\n",
-       "      <td>0.143495</td>\n",
-       "      <td>0.142418</td>\n",
-       "      <td>1.076857e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17990</th>\n",
-       "      <td>0.177793</td>\n",
-       "      <td>0.184170</td>\n",
-       "      <td>-6.376957e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17993</th>\n",
-       "      <td>0.133941</td>\n",
-       "      <td>0.141811</td>\n",
-       "      <td>-7.869927e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17995</th>\n",
-       "      <td>0.238558</td>\n",
-       "      <td>0.237523</td>\n",
-       "      <td>1.034351e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18001</th>\n",
-       "      <td>0.135678</td>\n",
-       "      <td>0.135949</td>\n",
-       "      <td>-2.710429e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18002</th>\n",
-       "      <td>0.136516</td>\n",
-       "      <td>0.136452</td>\n",
-       "      <td>6.391952e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18004</th>\n",
-       "      <td>0.480516</td>\n",
-       "      <td>0.474194</td>\n",
-       "      <td>6.321910e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18005</th>\n",
-       "      <td>0.014300</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.430029e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18009</th>\n",
-       "      <td>0.217903</td>\n",
-       "      <td>0.223146</td>\n",
-       "      <td>-5.243228e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18016</th>\n",
-       "      <td>0.168485</td>\n",
-       "      <td>0.187880</td>\n",
-       "      <td>-1.939505e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18017</th>\n",
-       "      <td>0.161183</td>\n",
-       "      <td>0.172949</td>\n",
-       "      <td>-1.176549e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18020</th>\n",
-       "      <td>0.157414</td>\n",
-       "      <td>0.158282</td>\n",
-       "      <td>-8.685518e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18026</th>\n",
-       "      <td>0.226201</td>\n",
-       "      <td>0.227970</td>\n",
-       "      <td>-1.769246e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18031</th>\n",
-       "      <td>0.018737</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.873744e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18033</th>\n",
-       "      <td>0.164341</td>\n",
-       "      <td>0.166760</td>\n",
-       "      <td>-2.419695e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18038</th>\n",
-       "      <td>0.232954</td>\n",
-       "      <td>0.257514</td>\n",
-       "      <td>-2.456051e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18039</th>\n",
-       "      <td>0.069532</td>\n",
-       "      <td>0.070118</td>\n",
-       "      <td>-5.857109e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18041</th>\n",
-       "      <td>0.246966</td>\n",
-       "      <td>0.243044</td>\n",
-       "      <td>3.922224e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18043</th>\n",
-       "      <td>0.016587</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.658747e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18045</th>\n",
-       "      <td>0.296644</td>\n",
-       "      <td>0.296485</td>\n",
-       "      <td>1.588741e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18053</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18057</th>\n",
-       "      <td>0.180725</td>\n",
-       "      <td>0.181007</td>\n",
-       "      <td>-2.825037e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18058</th>\n",
-       "      <td>0.280816</td>\n",
-       "      <td>0.284501</td>\n",
-       "      <td>-3.685059e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18062</th>\n",
-       "      <td>0.121526</td>\n",
-       "      <td>0.121477</td>\n",
-       "      <td>4.906935e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18064</th>\n",
-       "      <td>0.308073</td>\n",
-       "      <td>0.307517</td>\n",
-       "      <td>5.559995e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18072</th>\n",
-       "      <td>0.023037</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.303664e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18073</th>\n",
-       "      <td>0.112713</td>\n",
-       "      <td>0.120914</td>\n",
-       "      <td>-8.201330e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18074</th>\n",
-       "      <td>0.215207</td>\n",
-       "      <td>0.218130</td>\n",
-       "      <td>-2.922859e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18075</th>\n",
-       "      <td>0.012069</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.206877e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18076</th>\n",
-       "      <td>0.007933</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.932502e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18079</th>\n",
-       "      <td>0.445860</td>\n",
-       "      <td>0.446968</td>\n",
-       "      <td>-1.108692e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18080</th>\n",
-       "      <td>0.123554</td>\n",
-       "      <td>0.125973</td>\n",
-       "      <td>-2.418639e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18082</th>\n",
-       "      <td>0.171199</td>\n",
-       "      <td>0.184397</td>\n",
-       "      <td>-1.319740e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18086</th>\n",
-       "      <td>0.357017</td>\n",
-       "      <td>0.356130</td>\n",
-       "      <td>8.871310e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18101</th>\n",
-       "      <td>0.007537</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.537465e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18104</th>\n",
-       "      <td>0.026130</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.612997e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18105</th>\n",
-       "      <td>0.032285</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.228484e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18108</th>\n",
-       "      <td>0.186836</td>\n",
-       "      <td>0.186180</td>\n",
-       "      <td>6.554482e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18113</th>\n",
-       "      <td>0.113571</td>\n",
-       "      <td>0.114116</td>\n",
-       "      <td>-5.455479e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18124</th>\n",
-       "      <td>0.022127</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.212658e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18125</th>\n",
-       "      <td>0.160554</td>\n",
-       "      <td>0.162990</td>\n",
-       "      <td>-2.435549e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18130</th>\n",
-       "      <td>0.174102</td>\n",
-       "      <td>0.178082</td>\n",
-       "      <td>-3.979600e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18133</th>\n",
-       "      <td>0.441418</td>\n",
-       "      <td>0.442606</td>\n",
-       "      <td>-1.187543e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18137</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18138</th>\n",
-       "      <td>0.271350</td>\n",
-       "      <td>0.268411</td>\n",
-       "      <td>2.939636e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18144</th>\n",
-       "      <td>0.324336</td>\n",
-       "      <td>0.328266</td>\n",
-       "      <td>-3.929253e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18145</th>\n",
-       "      <td>0.105114</td>\n",
-       "      <td>0.105972</td>\n",
-       "      <td>-8.584609e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18159</th>\n",
-       "      <td>0.014699</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.469875e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18161</th>\n",
-       "      <td>0.362163</td>\n",
-       "      <td>0.362845</td>\n",
-       "      <td>-6.823110e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18162</th>\n",
-       "      <td>0.012194</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.219361e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18164</th>\n",
-       "      <td>0.597539</td>\n",
-       "      <td>0.600963</td>\n",
-       "      <td>-3.423697e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18168</th>\n",
-       "      <td>0.213684</td>\n",
-       "      <td>0.213127</td>\n",
-       "      <td>5.567005e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18170</th>\n",
-       "      <td>0.170823</td>\n",
-       "      <td>0.127560</td>\n",
-       "      <td>4.326216e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18172</th>\n",
-       "      <td>0.100676</td>\n",
-       "      <td>0.096599</td>\n",
-       "      <td>4.077078e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18180</th>\n",
-       "      <td>0.288426</td>\n",
-       "      <td>0.288252</td>\n",
-       "      <td>1.744222e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18182</th>\n",
-       "      <td>0.128943</td>\n",
-       "      <td>0.130659</td>\n",
-       "      <td>-1.715595e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18183</th>\n",
-       "      <td>0.165657</td>\n",
-       "      <td>0.165189</td>\n",
-       "      <td>4.680873e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18186</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18187</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18190</th>\n",
-       "      <td>0.167725</td>\n",
-       "      <td>0.167566</td>\n",
-       "      <td>1.588128e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18192</th>\n",
-       "      <td>0.085837</td>\n",
-       "      <td>0.084246</td>\n",
-       "      <td>1.590358e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18200</th>\n",
-       "      <td>0.217320</td>\n",
-       "      <td>0.218173</td>\n",
-       "      <td>-8.533608e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18204</th>\n",
-       "      <td>0.012042</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.204150e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18205</th>\n",
-       "      <td>0.249136</td>\n",
-       "      <td>0.248686</td>\n",
-       "      <td>4.505088e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18208</th>\n",
-       "      <td>0.318784</td>\n",
-       "      <td>0.318204</td>\n",
-       "      <td>5.797353e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18210</th>\n",
-       "      <td>0.010817</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.081709e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18212</th>\n",
-       "      <td>0.126177</td>\n",
-       "      <td>0.130217</td>\n",
-       "      <td>-4.039900e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18214</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18215</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18216</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18217</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18218</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18219</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18220</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18221</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18222</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18223</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18224</th>\n",
-       "      <td>0.066963</td>\n",
-       "      <td>0.068417</td>\n",
-       "      <td>-1.454264e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18225</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18226</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18227</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18228</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18229</th>\n",
-       "      <td>0.069732</td>\n",
-       "      <td>0.070664</td>\n",
-       "      <td>-9.314234e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18230</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18236</th>\n",
-       "      <td>0.231152</td>\n",
-       "      <td>0.215840</td>\n",
-       "      <td>1.531192e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18237</th>\n",
-       "      <td>0.127536</td>\n",
-       "      <td>0.130664</td>\n",
-       "      <td>-3.128218e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18238</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18240</th>\n",
-       "      <td>0.366760</td>\n",
-       "      <td>0.368078</td>\n",
-       "      <td>-1.317388e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18248</th>\n",
-       "      <td>0.007849</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.848806e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18249</th>\n",
-       "      <td>0.019721</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.972099e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18255</th>\n",
-       "      <td>0.151209</td>\n",
-       "      <td>0.151361</td>\n",
-       "      <td>-1.518827e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18260</th>\n",
-       "      <td>0.186779</td>\n",
-       "      <td>0.188894</td>\n",
-       "      <td>-2.114446e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18261</th>\n",
-       "      <td>0.031225</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.122534e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18262</th>\n",
-       "      <td>0.051176</td>\n",
-       "      <td>0.155494</td>\n",
-       "      <td>-1.043182e-01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18271</th>\n",
-       "      <td>0.253105</td>\n",
-       "      <td>0.235654</td>\n",
-       "      <td>1.745133e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18273</th>\n",
-       "      <td>0.058354</td>\n",
-       "      <td>0.058154</td>\n",
-       "      <td>1.994678e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18274</th>\n",
-       "      <td>0.018433</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.843310e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18275</th>\n",
-       "      <td>0.492138</td>\n",
-       "      <td>0.497920</td>\n",
-       "      <td>-5.782043e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18276</th>\n",
-       "      <td>0.110917</td>\n",
-       "      <td>0.114017</td>\n",
-       "      <td>-3.100230e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18277</th>\n",
-       "      <td>0.099725</td>\n",
-       "      <td>0.099751</td>\n",
-       "      <td>-2.578193e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18278</th>\n",
-       "      <td>0.274241</td>\n",
-       "      <td>0.277798</td>\n",
-       "      <td>-3.557081e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18281</th>\n",
-       "      <td>0.162037</td>\n",
-       "      <td>0.162690</td>\n",
-       "      <td>-6.532211e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18282</th>\n",
-       "      <td>0.022436</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.243601e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18283</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18288</th>\n",
-       "      <td>0.096426</td>\n",
-       "      <td>0.098975</td>\n",
-       "      <td>-2.549365e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18291</th>\n",
-       "      <td>0.022135</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.213530e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18292</th>\n",
-       "      <td>0.018186</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.818577e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18295</th>\n",
-       "      <td>0.007892</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.891639e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18296</th>\n",
-       "      <td>0.172204</td>\n",
-       "      <td>0.175624</td>\n",
-       "      <td>-3.419980e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18299</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18305</th>\n",
-       "      <td>0.126373</td>\n",
-       "      <td>0.126920</td>\n",
-       "      <td>-5.464745e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18306</th>\n",
-       "      <td>0.160217</td>\n",
-       "      <td>0.162063</td>\n",
-       "      <td>-1.845554e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18310</th>\n",
-       "      <td>0.152432</td>\n",
-       "      <td>0.152062</td>\n",
-       "      <td>3.702852e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18311</th>\n",
-       "      <td>0.172843</td>\n",
-       "      <td>0.172857</td>\n",
-       "      <td>-1.385985e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18317</th>\n",
-       "      <td>0.168638</td>\n",
-       "      <td>0.157809</td>\n",
-       "      <td>1.082876e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18321</th>\n",
-       "      <td>0.067174</td>\n",
-       "      <td>0.070589</td>\n",
-       "      <td>-3.414628e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18326</th>\n",
-       "      <td>0.016516</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.651601e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18327</th>\n",
-       "      <td>0.320183</td>\n",
-       "      <td>0.322495</td>\n",
-       "      <td>-2.312221e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18328</th>\n",
-       "      <td>0.009807</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.807322e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18331</th>\n",
-       "      <td>0.335499</td>\n",
-       "      <td>0.363164</td>\n",
-       "      <td>-2.766438e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18332</th>\n",
-       "      <td>0.172111</td>\n",
-       "      <td>0.179132</td>\n",
-       "      <td>-7.020544e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18336</th>\n",
-       "      <td>0.099268</td>\n",
-       "      <td>0.100236</td>\n",
-       "      <td>-9.678826e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18337</th>\n",
-       "      <td>0.486815</td>\n",
-       "      <td>0.501420</td>\n",
-       "      <td>-1.460544e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18345</th>\n",
-       "      <td>0.077932</td>\n",
-       "      <td>0.082370</td>\n",
-       "      <td>-4.437962e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18350</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18351</th>\n",
-       "      <td>0.115540</td>\n",
-       "      <td>0.130247</td>\n",
-       "      <td>-1.470702e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18354</th>\n",
-       "      <td>0.131000</td>\n",
-       "      <td>0.138184</td>\n",
-       "      <td>-7.184482e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18359</th>\n",
-       "      <td>0.110718</td>\n",
-       "      <td>0.107168</td>\n",
-       "      <td>3.549259e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18360</th>\n",
-       "      <td>0.253249</td>\n",
-       "      <td>0.251781</td>\n",
-       "      <td>1.467783e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18361</th>\n",
-       "      <td>0.141191</td>\n",
-       "      <td>0.146637</td>\n",
-       "      <td>-5.446020e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18364</th>\n",
-       "      <td>0.296507</td>\n",
-       "      <td>0.297950</td>\n",
-       "      <td>-1.442221e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18366</th>\n",
-       "      <td>0.270953</td>\n",
-       "      <td>0.271120</td>\n",
-       "      <td>-1.669708e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18367</th>\n",
-       "      <td>0.153140</td>\n",
-       "      <td>0.125014</td>\n",
-       "      <td>2.812656e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18370</th>\n",
-       "      <td>0.101866</td>\n",
-       "      <td>0.115171</td>\n",
-       "      <td>-1.330411e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18372</th>\n",
-       "      <td>0.114932</td>\n",
-       "      <td>0.116709</td>\n",
-       "      <td>-1.777391e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18373</th>\n",
-       "      <td>0.194455</td>\n",
-       "      <td>0.193225</td>\n",
-       "      <td>1.230002e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18374</th>\n",
-       "      <td>0.119109</td>\n",
-       "      <td>0.122709</td>\n",
-       "      <td>-3.599317e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18377</th>\n",
-       "      <td>0.662650</td>\n",
-       "      <td>0.663663</td>\n",
-       "      <td>-1.012932e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18378</th>\n",
-       "      <td>0.261732</td>\n",
-       "      <td>0.262800</td>\n",
-       "      <td>-1.067864e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18388</th>\n",
-       "      <td>0.315649</td>\n",
-       "      <td>0.309534</td>\n",
-       "      <td>6.115137e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18390</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18391</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18394</th>\n",
-       "      <td>0.008925</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.924829e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18395</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18396</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18397</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18398</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18399</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18400</th>\n",
-       "      <td>0.243991</td>\n",
-       "      <td>0.239854</td>\n",
-       "      <td>4.136899e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18401</th>\n",
-       "      <td>0.122616</td>\n",
-       "      <td>0.120780</td>\n",
-       "      <td>1.835992e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18402</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18403</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18404</th>\n",
-       "      <td>0.215216</td>\n",
-       "      <td>0.220081</td>\n",
-       "      <td>-4.865109e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18405</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18406</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18407</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18408</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18409</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18410</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18411</th>\n",
-       "      <td>0.020063</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.006287e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18412</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18413</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18416</th>\n",
-       "      <td>0.134693</td>\n",
-       "      <td>0.138729</td>\n",
-       "      <td>-4.035677e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18417</th>\n",
-       "      <td>0.117489</td>\n",
-       "      <td>0.107906</td>\n",
-       "      <td>9.583091e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18420</th>\n",
-       "      <td>0.235408</td>\n",
-       "      <td>0.236983</td>\n",
-       "      <td>-1.575901e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18421</th>\n",
-       "      <td>0.307526</td>\n",
-       "      <td>0.305590</td>\n",
-       "      <td>1.935597e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18428</th>\n",
-       "      <td>0.112216</td>\n",
-       "      <td>0.092966</td>\n",
-       "      <td>1.924979e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18430</th>\n",
-       "      <td>0.057957</td>\n",
-       "      <td>0.068583</td>\n",
-       "      <td>-1.062601e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18432</th>\n",
-       "      <td>0.108553</td>\n",
-       "      <td>0.110843</td>\n",
-       "      <td>-2.290398e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18433</th>\n",
-       "      <td>0.103917</td>\n",
-       "      <td>0.106397</td>\n",
-       "      <td>-2.480694e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18434</th>\n",
-       "      <td>0.206275</td>\n",
-       "      <td>0.209499</td>\n",
-       "      <td>-3.224236e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18435</th>\n",
-       "      <td>0.056122</td>\n",
-       "      <td>0.057922</td>\n",
-       "      <td>-1.799951e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18436</th>\n",
-       "      <td>0.420556</td>\n",
-       "      <td>0.436947</td>\n",
-       "      <td>-1.639099e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18442</th>\n",
-       "      <td>0.408709</td>\n",
-       "      <td>0.410098</td>\n",
-       "      <td>-1.388210e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18444</th>\n",
-       "      <td>0.334363</td>\n",
-       "      <td>0.338493</td>\n",
-       "      <td>-4.130182e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18445</th>\n",
-       "      <td>0.007364</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.363946e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18446</th>\n",
-       "      <td>0.106475</td>\n",
-       "      <td>0.106903</td>\n",
-       "      <td>-4.275400e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18454</th>\n",
-       "      <td>0.023716</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.371588e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18456</th>\n",
-       "      <td>0.202008</td>\n",
-       "      <td>0.223459</td>\n",
-       "      <td>-2.145082e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18460</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18461</th>\n",
-       "      <td>0.193015</td>\n",
-       "      <td>0.181316</td>\n",
-       "      <td>1.169900e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18465</th>\n",
-       "      <td>0.117406</td>\n",
-       "      <td>0.118817</td>\n",
-       "      <td>-1.410887e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18468</th>\n",
-       "      <td>0.282550</td>\n",
-       "      <td>0.283988</td>\n",
-       "      <td>-1.438040e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18469</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18472</th>\n",
-       "      <td>0.333887</td>\n",
-       "      <td>0.338307</td>\n",
-       "      <td>-4.420789e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18474</th>\n",
-       "      <td>0.313985</td>\n",
-       "      <td>0.309037</td>\n",
-       "      <td>4.947806e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18478</th>\n",
-       "      <td>0.275104</td>\n",
-       "      <td>0.277758</td>\n",
-       "      <td>-2.653602e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18479</th>\n",
-       "      <td>0.023809</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.380943e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18480</th>\n",
-       "      <td>0.141320</td>\n",
-       "      <td>0.141878</td>\n",
-       "      <td>-5.579725e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18482</th>\n",
-       "      <td>0.188062</td>\n",
-       "      <td>0.187299</td>\n",
-       "      <td>7.630777e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18483</th>\n",
-       "      <td>0.178903</td>\n",
-       "      <td>0.159861</td>\n",
-       "      <td>1.904250e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18484</th>\n",
-       "      <td>0.130402</td>\n",
-       "      <td>0.133377</td>\n",
-       "      <td>-2.975574e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18487</th>\n",
-       "      <td>0.235717</td>\n",
-       "      <td>0.233334</td>\n",
-       "      <td>2.382643e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18491</th>\n",
-       "      <td>0.067226</td>\n",
-       "      <td>0.066461</td>\n",
-       "      <td>7.652517e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18493</th>\n",
-       "      <td>0.081797</td>\n",
-       "      <td>0.071348</td>\n",
-       "      <td>1.044850e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18495</th>\n",
-       "      <td>0.074435</td>\n",
-       "      <td>0.077368</td>\n",
-       "      <td>-2.933047e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18498</th>\n",
-       "      <td>0.153960</td>\n",
-       "      <td>0.200905</td>\n",
-       "      <td>-4.694452e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18502</th>\n",
-       "      <td>0.174715</td>\n",
-       "      <td>0.175898</td>\n",
-       "      <td>-1.183042e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18504</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18509</th>\n",
-       "      <td>0.028262</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.826178e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18511</th>\n",
-       "      <td>0.125167</td>\n",
-       "      <td>0.127959</td>\n",
-       "      <td>-2.791924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18515</th>\n",
-       "      <td>0.021761</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.176134e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18516</th>\n",
-       "      <td>0.087508</td>\n",
-       "      <td>0.086843</td>\n",
-       "      <td>6.652708e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18518</th>\n",
-       "      <td>0.091738</td>\n",
-       "      <td>0.094272</td>\n",
-       "      <td>-2.534453e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18522</th>\n",
-       "      <td>0.254182</td>\n",
-       "      <td>0.255315</td>\n",
-       "      <td>-1.133287e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18530</th>\n",
-       "      <td>0.135279</td>\n",
-       "      <td>0.131917</td>\n",
-       "      <td>3.362331e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18531</th>\n",
-       "      <td>0.012024</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.202411e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18536</th>\n",
-       "      <td>0.177645</td>\n",
-       "      <td>0.179884</td>\n",
-       "      <td>-2.239940e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18540</th>\n",
-       "      <td>0.277885</td>\n",
-       "      <td>0.276046</td>\n",
-       "      <td>1.838722e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18541</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18543</th>\n",
-       "      <td>0.111652</td>\n",
-       "      <td>0.111728</td>\n",
-       "      <td>-7.621673e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18545</th>\n",
-       "      <td>0.561932</td>\n",
-       "      <td>0.559005</td>\n",
-       "      <td>2.926235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18552</th>\n",
-       "      <td>0.103630</td>\n",
-       "      <td>0.146783</td>\n",
-       "      <td>-4.315358e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18553</th>\n",
-       "      <td>0.172804</td>\n",
-       "      <td>0.173643</td>\n",
-       "      <td>-8.387780e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18558</th>\n",
-       "      <td>0.007492</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.491823e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18559</th>\n",
-       "      <td>0.032902</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.290218e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18560</th>\n",
-       "      <td>0.227526</td>\n",
-       "      <td>0.228817</td>\n",
-       "      <td>-1.291116e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18565</th>\n",
-       "      <td>0.031103</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.110342e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18566</th>\n",
-       "      <td>0.153212</td>\n",
-       "      <td>0.150617</td>\n",
-       "      <td>2.594964e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18567</th>\n",
-       "      <td>0.212238</td>\n",
-       "      <td>0.214494</td>\n",
-       "      <td>-2.255093e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18571</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18578</th>\n",
-       "      <td>0.014855</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.485459e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18579</th>\n",
-       "      <td>0.031651</td>\n",
-       "      <td>0.033262</td>\n",
-       "      <td>-1.611399e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18583</th>\n",
-       "      <td>0.094380</td>\n",
-       "      <td>0.052951</td>\n",
-       "      <td>4.142850e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18587</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18592</th>\n",
-       "      <td>0.175053</td>\n",
-       "      <td>0.175354</td>\n",
-       "      <td>-3.008563e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18593</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18599</th>\n",
-       "      <td>0.011927</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.192740e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18603</th>\n",
-       "      <td>0.007673</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.672946e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18604</th>\n",
-       "      <td>0.216010</td>\n",
-       "      <td>0.199719</td>\n",
-       "      <td>1.629023e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18610</th>\n",
-       "      <td>0.118831</td>\n",
-       "      <td>0.122272</td>\n",
-       "      <td>-3.440924e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18615</th>\n",
-       "      <td>0.083472</td>\n",
-       "      <td>0.083142</td>\n",
-       "      <td>3.302048e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18616</th>\n",
-       "      <td>0.022259</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.225914e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18617</th>\n",
-       "      <td>0.295258</td>\n",
-       "      <td>0.302988</td>\n",
-       "      <td>-7.730629e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18622</th>\n",
-       "      <td>0.089885</td>\n",
-       "      <td>0.094587</td>\n",
-       "      <td>-4.702117e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18625</th>\n",
-       "      <td>0.389542</td>\n",
-       "      <td>0.395487</td>\n",
-       "      <td>-5.945145e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18630</th>\n",
-       "      <td>0.044688</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.468823e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18647</th>\n",
-       "      <td>0.374789</td>\n",
-       "      <td>0.372612</td>\n",
-       "      <td>2.177017e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18648</th>\n",
-       "      <td>0.460925</td>\n",
-       "      <td>0.464755</td>\n",
-       "      <td>-3.829908e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18650</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18651</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18652</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18653</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18656</th>\n",
-       "      <td>0.234306</td>\n",
-       "      <td>0.233878</td>\n",
-       "      <td>4.277224e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18657</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18658</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18659</th>\n",
-       "      <td>0.115191</td>\n",
-       "      <td>0.114646</td>\n",
-       "      <td>5.448211e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18661</th>\n",
-       "      <td>0.009956</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.955582e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18664</th>\n",
-       "      <td>0.467123</td>\n",
-       "      <td>0.477954</td>\n",
-       "      <td>-1.083049e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18666</th>\n",
-       "      <td>0.010071</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.007086e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18672</th>\n",
-       "      <td>0.257308</td>\n",
-       "      <td>0.258786</td>\n",
-       "      <td>-1.478563e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18676</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18677</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>18678</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18679</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18680</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18681</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18682</th>\n",
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-       "    <tr>\n",
-       "      <th>18683</th>\n",
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-       "    <tr>\n",
-       "      <th>18684</th>\n",
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-       "    <tr>\n",
-       "      <th>18685</th>\n",
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-       "      <th>18686</th>\n",
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-       "    <tr>\n",
-       "      <th>18687</th>\n",
-       "      <td>0.230853</td>\n",
-       "      <td>0.230532</td>\n",
-       "      <td>3.205736e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>18688</th>\n",
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-       "    <tr>\n",
-       "      <th>18689</th>\n",
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-       "    <tr>\n",
-       "      <th>18690</th>\n",
-       "      <td>0.128845</td>\n",
-       "      <td>0.135342</td>\n",
-       "      <td>-6.496341e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>18691</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>18692</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>18693</th>\n",
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-       "    <tr>\n",
-       "      <th>18694</th>\n",
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-       "    <tr>\n",
-       "      <th>18695</th>\n",
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-       "    <tr>\n",
-       "      <th>18696</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>18697</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>18698</th>\n",
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-       "    <tr>\n",
-       "      <th>18699</th>\n",
-       "      <td>0.129978</td>\n",
-       "      <td>0.130915</td>\n",
-       "      <td>-9.374238e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>18700</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18701</th>\n",
-       "      <td>0.200395</td>\n",
-       "      <td>0.207857</td>\n",
-       "      <td>-7.461134e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>18702</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18703</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18704</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18705</th>\n",
-       "      <td>0.142237</td>\n",
-       "      <td>0.144306</td>\n",
-       "      <td>-2.069328e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18706</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>18707</th>\n",
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-       "    <tr>\n",
-       "      <th>18708</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18709</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18710</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18711</th>\n",
-       "      <td>0.114425</td>\n",
-       "      <td>0.123949</td>\n",
-       "      <td>-9.523933e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18712</th>\n",
-       "      <td>0.113896</td>\n",
-       "      <td>0.114720</td>\n",
-       "      <td>-8.243568e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18713</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18714</th>\n",
-       "      <td>0.250919</td>\n",
-       "      <td>0.227955</td>\n",
-       "      <td>2.296414e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18715</th>\n",
-       "      <td>0.383806</td>\n",
-       "      <td>0.388258</td>\n",
-       "      <td>-4.451464e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18716</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18717</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18718</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18719</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18720</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18721</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18722</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18723</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18724</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18725</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18726</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18727</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18728</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18729</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18730</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18731</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18732</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18733</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18734</th>\n",
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-       "    <tr>\n",
-       "      <th>18735</th>\n",
-       "      <td>0.009091</td>\n",
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-       "      <td>9.090761e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18736</th>\n",
-       "      <td>0.049882</td>\n",
-       "      <td>0.052088</td>\n",
-       "      <td>-2.205305e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>18737</th>\n",
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-       "    <tr>\n",
-       "      <th>18738</th>\n",
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-       "    <tr>\n",
-       "      <th>18739</th>\n",
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-       "    <tr>\n",
-       "      <th>18740</th>\n",
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-       "    <tr>\n",
-       "      <th>18741</th>\n",
-       "      <td>0.009161</td>\n",
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-       "      <td>9.160512e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>18742</th>\n",
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-       "    <tr>\n",
-       "      <th>18743</th>\n",
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-       "    <tr>\n",
-       "      <th>18744</th>\n",
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-       "    <tr>\n",
-       "      <th>18745</th>\n",
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-       "    <tr>\n",
-       "      <th>18746</th>\n",
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-       "    <tr>\n",
-       "      <th>18747</th>\n",
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-       "    <tr>\n",
-       "      <th>18748</th>\n",
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-       "    <tr>\n",
-       "      <th>18749</th>\n",
-       "      <td>0.294119</td>\n",
-       "      <td>0.294996</td>\n",
-       "      <td>-8.767646e-04</td>\n",
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-       "    <tr>\n",
-       "      <th>18750</th>\n",
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-       "      <th>18751</th>\n",
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-       "    <tr>\n",
-       "      <th>18752</th>\n",
-       "      <td>0.277597</td>\n",
-       "      <td>0.262880</td>\n",
-       "      <td>1.471617e-02</td>\n",
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-       "      <th>18753</th>\n",
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-       "      <th>18754</th>\n",
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-       "    <tr>\n",
-       "      <th>18755</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18756</th>\n",
-       "      <td>0.097385</td>\n",
-       "      <td>0.073725</td>\n",
-       "      <td>2.365986e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18757</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>18758</th>\n",
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-       "    <tr>\n",
-       "      <th>18759</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18760</th>\n",
-       "      <td>0.208550</td>\n",
-       "      <td>0.211342</td>\n",
-       "      <td>-2.792696e-03</td>\n",
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-       "      <th>18761</th>\n",
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-       "      <th>18762</th>\n",
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-       "    <tr>\n",
-       "      <th>18763</th>\n",
-       "      <td>0.148880</td>\n",
-       "      <td>0.155274</td>\n",
-       "      <td>-6.394841e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18766</th>\n",
-       "      <td>0.111586</td>\n",
-       "      <td>0.113413</td>\n",
-       "      <td>-1.826919e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18770</th>\n",
-       "      <td>0.190737</td>\n",
-       "      <td>0.193559</td>\n",
-       "      <td>-2.822238e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18771</th>\n",
-       "      <td>0.561573</td>\n",
-       "      <td>0.564667</td>\n",
-       "      <td>-3.093899e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18777</th>\n",
-       "      <td>0.144553</td>\n",
-       "      <td>0.257198</td>\n",
-       "      <td>-1.126456e-01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18781</th>\n",
-       "      <td>0.156447</td>\n",
-       "      <td>0.157689</td>\n",
-       "      <td>-1.241745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18783</th>\n",
-       "      <td>0.123292</td>\n",
-       "      <td>0.110064</td>\n",
-       "      <td>1.322802e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18788</th>\n",
-       "      <td>0.014373</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.437333e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18791</th>\n",
-       "      <td>0.007313</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.312639e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18792</th>\n",
-       "      <td>0.230683</td>\n",
-       "      <td>0.231396</td>\n",
-       "      <td>-7.134842e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18793</th>\n",
-       "      <td>0.345001</td>\n",
-       "      <td>0.347275</td>\n",
-       "      <td>-2.273926e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18796</th>\n",
-       "      <td>0.742419</td>\n",
-       "      <td>0.750986</td>\n",
-       "      <td>-8.567468e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18797</th>\n",
-       "      <td>0.140900</td>\n",
-       "      <td>0.133751</td>\n",
-       "      <td>7.148599e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18798</th>\n",
-       "      <td>0.009145</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.145091e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18799</th>\n",
-       "      <td>0.086050</td>\n",
-       "      <td>0.084090</td>\n",
-       "      <td>1.960328e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18802</th>\n",
-       "      <td>0.007380</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.379567e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18808</th>\n",
-       "      <td>0.163524</td>\n",
-       "      <td>0.160497</td>\n",
-       "      <td>3.026602e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18811</th>\n",
-       "      <td>0.015180</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.517974e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18812</th>\n",
-       "      <td>0.144813</td>\n",
-       "      <td>0.144032</td>\n",
-       "      <td>7.812082e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18818</th>\n",
-       "      <td>0.127536</td>\n",
-       "      <td>0.126097</td>\n",
-       "      <td>1.439324e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18820</th>\n",
-       "      <td>0.052763</td>\n",
-       "      <td>0.079155</td>\n",
-       "      <td>-2.639190e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18822</th>\n",
-       "      <td>0.190732</td>\n",
-       "      <td>0.167944</td>\n",
-       "      <td>2.278770e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18823</th>\n",
-       "      <td>0.059834</td>\n",
-       "      <td>0.061780</td>\n",
-       "      <td>-1.946228e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18825</th>\n",
-       "      <td>0.098618</td>\n",
-       "      <td>0.108985</td>\n",
-       "      <td>-1.036713e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18827</th>\n",
-       "      <td>0.007967</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.966745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18829</th>\n",
-       "      <td>0.188024</td>\n",
-       "      <td>0.196422</td>\n",
-       "      <td>-8.397698e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18836</th>\n",
-       "      <td>0.115639</td>\n",
-       "      <td>0.150756</td>\n",
-       "      <td>-3.511668e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18838</th>\n",
-       "      <td>0.023918</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.391753e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18839</th>\n",
-       "      <td>0.015612</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.561160e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18840</th>\n",
-       "      <td>0.032374</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.237426e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18841</th>\n",
-       "      <td>0.143305</td>\n",
-       "      <td>0.119837</td>\n",
-       "      <td>2.346761e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18845</th>\n",
-       "      <td>0.049257</td>\n",
-       "      <td>0.051514</td>\n",
-       "      <td>-2.257078e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18847</th>\n",
-       "      <td>0.147507</td>\n",
-       "      <td>0.146238</td>\n",
-       "      <td>1.268504e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18855</th>\n",
-       "      <td>0.407498</td>\n",
-       "      <td>0.410689</td>\n",
-       "      <td>-3.190108e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18859</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18860</th>\n",
-       "      <td>0.026754</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.675448e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18861</th>\n",
-       "      <td>0.227769</td>\n",
-       "      <td>0.227197</td>\n",
-       "      <td>5.718460e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18862</th>\n",
-       "      <td>0.204590</td>\n",
-       "      <td>0.203452</td>\n",
-       "      <td>1.137088e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18865</th>\n",
-       "      <td>0.101238</td>\n",
-       "      <td>0.102973</td>\n",
-       "      <td>-1.735338e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18867</th>\n",
-       "      <td>0.178117</td>\n",
-       "      <td>0.178587</td>\n",
-       "      <td>-4.706145e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18872</th>\n",
-       "      <td>0.165384</td>\n",
-       "      <td>0.165204</td>\n",
-       "      <td>1.797800e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18874</th>\n",
-       "      <td>0.080942</td>\n",
-       "      <td>0.075930</td>\n",
-       "      <td>5.012044e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18876</th>\n",
-       "      <td>0.242865</td>\n",
-       "      <td>0.247696</td>\n",
-       "      <td>-4.831530e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18877</th>\n",
-       "      <td>0.021672</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.167181e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18881</th>\n",
-       "      <td>0.035662</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.566169e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18883</th>\n",
-       "      <td>0.458614</td>\n",
-       "      <td>0.460255</td>\n",
-       "      <td>-1.640915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18884</th>\n",
-       "      <td>0.017757</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.775685e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18886</th>\n",
-       "      <td>0.081489</td>\n",
-       "      <td>0.085532</td>\n",
-       "      <td>-4.042807e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18890</th>\n",
-       "      <td>0.026704</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.670422e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18892</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18896</th>\n",
-       "      <td>0.134064</td>\n",
-       "      <td>0.135295</td>\n",
-       "      <td>-1.231016e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18901</th>\n",
-       "      <td>0.007449</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.448514e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18903</th>\n",
-       "      <td>0.494260</td>\n",
-       "      <td>0.504210</td>\n",
-       "      <td>-9.950608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18913</th>\n",
-       "      <td>0.138138</td>\n",
-       "      <td>0.136663</td>\n",
-       "      <td>1.474859e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18914</th>\n",
-       "      <td>0.096127</td>\n",
-       "      <td>0.096089</td>\n",
-       "      <td>3.835133e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18920</th>\n",
-       "      <td>0.081074</td>\n",
-       "      <td>0.081613</td>\n",
-       "      <td>-5.394472e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18925</th>\n",
-       "      <td>0.269660</td>\n",
-       "      <td>0.269463</td>\n",
-       "      <td>1.972328e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18927</th>\n",
-       "      <td>0.092537</td>\n",
-       "      <td>0.088202</td>\n",
-       "      <td>4.335723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18928</th>\n",
-       "      <td>0.148716</td>\n",
-       "      <td>0.185234</td>\n",
-       "      <td>-3.651751e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18935</th>\n",
-       "      <td>0.098301</td>\n",
-       "      <td>0.098470</td>\n",
-       "      <td>-1.687926e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18936</th>\n",
-       "      <td>0.127030</td>\n",
-       "      <td>0.120419</td>\n",
-       "      <td>6.610737e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18937</th>\n",
-       "      <td>0.041572</td>\n",
-       "      <td>0.044486</td>\n",
-       "      <td>-2.914051e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18940</th>\n",
-       "      <td>0.152486</td>\n",
-       "      <td>0.191935</td>\n",
-       "      <td>-3.944851e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18943</th>\n",
-       "      <td>0.391257</td>\n",
-       "      <td>0.392294</td>\n",
-       "      <td>-1.037256e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18945</th>\n",
-       "      <td>0.063405</td>\n",
-       "      <td>0.061685</td>\n",
-       "      <td>1.720093e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18947</th>\n",
-       "      <td>0.275672</td>\n",
-       "      <td>0.277001</td>\n",
-       "      <td>-1.329229e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18956</th>\n",
-       "      <td>0.015081</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.508109e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18957</th>\n",
-       "      <td>0.246624</td>\n",
-       "      <td>0.246178</td>\n",
-       "      <td>4.464172e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18974</th>\n",
-       "      <td>0.015941</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.594051e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18983</th>\n",
-       "      <td>0.046258</td>\n",
-       "      <td>0.052953</td>\n",
-       "      <td>-6.695044e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18986</th>\n",
-       "      <td>0.114502</td>\n",
-       "      <td>0.127585</td>\n",
-       "      <td>-1.308239e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18989</th>\n",
-       "      <td>0.017429</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.742866e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18991</th>\n",
-       "      <td>0.307007</td>\n",
-       "      <td>0.311059</td>\n",
-       "      <td>-4.052188e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18992</th>\n",
-       "      <td>0.081472</td>\n",
-       "      <td>0.098463</td>\n",
-       "      <td>-1.699059e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18996</th>\n",
-       "      <td>0.499804</td>\n",
-       "      <td>0.511152</td>\n",
-       "      <td>-1.134835e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18998</th>\n",
-       "      <td>0.021671</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.167059e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19008</th>\n",
-       "      <td>0.351498</td>\n",
-       "      <td>0.352264</td>\n",
-       "      <td>-7.653445e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19009</th>\n",
-       "      <td>0.253877</td>\n",
-       "      <td>0.256518</td>\n",
-       "      <td>-2.641250e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19011</th>\n",
-       "      <td>0.012217</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.221711e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19013</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19015</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19016</th>\n",
-       "      <td>0.010657</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.065722e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19017</th>\n",
-       "      <td>0.180913</td>\n",
-       "      <td>0.178291</td>\n",
-       "      <td>2.622733e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19020</th>\n",
-       "      <td>0.167219</td>\n",
-       "      <td>0.169408</td>\n",
-       "      <td>-2.188776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19022</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19029</th>\n",
-       "      <td>0.095083</td>\n",
-       "      <td>0.092737</td>\n",
-       "      <td>2.345176e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19031</th>\n",
-       "      <td>0.066563</td>\n",
-       "      <td>0.081150</td>\n",
-       "      <td>-1.458653e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19033</th>\n",
-       "      <td>0.165134</td>\n",
-       "      <td>0.168059</td>\n",
-       "      <td>-2.924616e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19034</th>\n",
-       "      <td>0.105227</td>\n",
-       "      <td>0.101743</td>\n",
-       "      <td>3.483960e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19035</th>\n",
-       "      <td>0.169642</td>\n",
-       "      <td>0.169680</td>\n",
-       "      <td>-3.730259e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19036</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19038</th>\n",
-       "      <td>0.017730</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.773043e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19043</th>\n",
-       "      <td>0.056961</td>\n",
-       "      <td>0.075091</td>\n",
-       "      <td>-1.812915e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19047</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19051</th>\n",
-       "      <td>0.478932</td>\n",
-       "      <td>0.482062</td>\n",
-       "      <td>-3.129629e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19052</th>\n",
-       "      <td>0.109031</td>\n",
-       "      <td>0.105324</td>\n",
-       "      <td>3.706841e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19053</th>\n",
-       "      <td>0.016168</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.616784e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19056</th>\n",
-       "      <td>0.162673</td>\n",
-       "      <td>0.161815</td>\n",
-       "      <td>8.576139e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19060</th>\n",
-       "      <td>0.014436</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.443570e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19062</th>\n",
-       "      <td>0.097082</td>\n",
-       "      <td>0.095291</td>\n",
-       "      <td>1.791249e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19065</th>\n",
-       "      <td>0.172141</td>\n",
-       "      <td>0.174146</td>\n",
-       "      <td>-2.005226e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19069</th>\n",
-       "      <td>0.248826</td>\n",
-       "      <td>0.239723</td>\n",
-       "      <td>9.103123e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19073</th>\n",
-       "      <td>0.028440</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.844040e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19075</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19078</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19082</th>\n",
-       "      <td>0.012613</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.261260e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19091</th>\n",
-       "      <td>0.088491</td>\n",
-       "      <td>0.094136</td>\n",
-       "      <td>-5.645235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19092</th>\n",
-       "      <td>0.146789</td>\n",
-       "      <td>0.148581</td>\n",
-       "      <td>-1.791475e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19094</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19098</th>\n",
-       "      <td>0.513891</td>\n",
-       "      <td>0.533646</td>\n",
-       "      <td>-1.975423e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19100</th>\n",
-       "      <td>0.014616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.461627e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19103</th>\n",
-       "      <td>0.020716</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.071638e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19105</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19108</th>\n",
-       "      <td>0.132460</td>\n",
-       "      <td>0.137317</td>\n",
-       "      <td>-4.856978e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19109</th>\n",
-       "      <td>0.237809</td>\n",
-       "      <td>0.236173</td>\n",
-       "      <td>1.635250e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19110</th>\n",
-       "      <td>0.186614</td>\n",
-       "      <td>0.187946</td>\n",
-       "      <td>-1.332369e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19111</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19112</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19116</th>\n",
-       "      <td>0.059973</td>\n",
-       "      <td>0.060258</td>\n",
-       "      <td>-2.852865e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19118</th>\n",
-       "      <td>0.130533</td>\n",
-       "      <td>0.132145</td>\n",
-       "      <td>-1.611780e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19121</th>\n",
-       "      <td>0.216179</td>\n",
-       "      <td>0.211307</td>\n",
-       "      <td>4.872626e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19124</th>\n",
-       "      <td>0.012801</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.280058e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19127</th>\n",
-       "      <td>0.235512</td>\n",
-       "      <td>0.235672</td>\n",
-       "      <td>-1.599943e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19129</th>\n",
-       "      <td>0.368361</td>\n",
-       "      <td>0.360685</td>\n",
-       "      <td>7.675804e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19130</th>\n",
-       "      <td>0.080740</td>\n",
-       "      <td>0.077735</td>\n",
-       "      <td>3.005153e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19137</th>\n",
-       "      <td>0.274155</td>\n",
-       "      <td>0.273641</td>\n",
-       "      <td>5.139289e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19139</th>\n",
-       "      <td>0.117887</td>\n",
-       "      <td>0.121220</td>\n",
-       "      <td>-3.333242e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19140</th>\n",
-       "      <td>0.223865</td>\n",
-       "      <td>0.226253</td>\n",
-       "      <td>-2.388028e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19143</th>\n",
-       "      <td>0.220969</td>\n",
-       "      <td>0.224330</td>\n",
-       "      <td>-3.361459e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19147</th>\n",
-       "      <td>0.187733</td>\n",
-       "      <td>0.189464</td>\n",
-       "      <td>-1.731409e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19151</th>\n",
-       "      <td>0.670284</td>\n",
-       "      <td>0.686747</td>\n",
-       "      <td>-1.646220e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19155</th>\n",
-       "      <td>0.200310</td>\n",
-       "      <td>0.199391</td>\n",
-       "      <td>9.193805e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19159</th>\n",
-       "      <td>0.411337</td>\n",
-       "      <td>0.424811</td>\n",
-       "      <td>-1.347415e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19162</th>\n",
-       "      <td>0.070697</td>\n",
-       "      <td>0.082018</td>\n",
-       "      <td>-1.132046e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19166</th>\n",
-       "      <td>0.110902</td>\n",
-       "      <td>0.109411</td>\n",
-       "      <td>1.491153e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19168</th>\n",
-       "      <td>0.090681</td>\n",
-       "      <td>0.093788</td>\n",
-       "      <td>-3.107429e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19174</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19178</th>\n",
-       "      <td>0.138574</td>\n",
-       "      <td>0.140334</td>\n",
-       "      <td>-1.760658e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19187</th>\n",
-       "      <td>0.153381</td>\n",
-       "      <td>0.150337</td>\n",
-       "      <td>3.043313e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19191</th>\n",
-       "      <td>0.147808</td>\n",
-       "      <td>0.146633</td>\n",
-       "      <td>1.175062e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19194</th>\n",
-       "      <td>0.085532</td>\n",
-       "      <td>0.080057</td>\n",
-       "      <td>5.474745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19196</th>\n",
-       "      <td>0.126450</td>\n",
-       "      <td>0.131589</td>\n",
-       "      <td>-5.139289e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19198</th>\n",
-       "      <td>0.244431</td>\n",
-       "      <td>0.248447</td>\n",
-       "      <td>-4.015773e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19199</th>\n",
-       "      <td>0.412898</td>\n",
-       "      <td>0.414169</td>\n",
-       "      <td>-1.271605e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19203</th>\n",
-       "      <td>0.214668</td>\n",
-       "      <td>0.216053</td>\n",
-       "      <td>-1.384512e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19206</th>\n",
-       "      <td>0.206256</td>\n",
-       "      <td>0.205482</td>\n",
-       "      <td>7.733076e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19212</th>\n",
-       "      <td>0.136197</td>\n",
-       "      <td>0.132380</td>\n",
-       "      <td>3.816560e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19249</th>\n",
-       "      <td>0.196772</td>\n",
-       "      <td>0.207656</td>\n",
-       "      <td>-1.088468e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19250</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19254</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19256</th>\n",
-       "      <td>0.319565</td>\n",
-       "      <td>0.329044</td>\n",
-       "      <td>-9.478923e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19262</th>\n",
-       "      <td>0.099356</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.935600e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19263</th>\n",
-       "      <td>0.008043</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.043489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19267</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19271</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19272</th>\n",
-       "      <td>0.010348</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.034820e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19274</th>\n",
-       "      <td>0.196565</td>\n",
-       "      <td>0.212750</td>\n",
-       "      <td>-1.618515e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19276</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19277</th>\n",
-       "      <td>0.117458</td>\n",
-       "      <td>0.122460</td>\n",
-       "      <td>-5.001887e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19280</th>\n",
-       "      <td>0.097272</td>\n",
-       "      <td>0.097124</td>\n",
-       "      <td>1.487348e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19282</th>\n",
-       "      <td>0.405105</td>\n",
-       "      <td>0.425761</td>\n",
-       "      <td>-2.065592e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19283</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19284</th>\n",
-       "      <td>0.152882</td>\n",
-       "      <td>0.153209</td>\n",
-       "      <td>-3.267593e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19285</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19286</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19287</th>\n",
-       "      <td>0.649714</td>\n",
-       "      <td>0.652847</td>\n",
-       "      <td>-3.132327e-03</td>\n",
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-       "    <tr>\n",
-       "      <th>19288</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19292</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19299</th>\n",
-       "      <td>0.128275</td>\n",
-       "      <td>0.128296</td>\n",
-       "      <td>-2.050684e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19301</th>\n",
-       "      <td>0.204152</td>\n",
-       "      <td>0.204689</td>\n",
-       "      <td>-5.377565e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19302</th>\n",
-       "      <td>0.146829</td>\n",
-       "      <td>0.148017</td>\n",
-       "      <td>-1.188227e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19310</th>\n",
-       "      <td>0.217912</td>\n",
-       "      <td>0.217510</td>\n",
-       "      <td>4.013117e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19322</th>\n",
-       "      <td>0.514559</td>\n",
-       "      <td>0.526963</td>\n",
-       "      <td>-1.240423e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19323</th>\n",
-       "      <td>0.323995</td>\n",
-       "      <td>0.339474</td>\n",
-       "      <td>-1.547911e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19325</th>\n",
-       "      <td>0.127690</td>\n",
-       "      <td>0.130241</td>\n",
-       "      <td>-2.551286e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19326</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19327</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19329</th>\n",
-       "      <td>0.152569</td>\n",
-       "      <td>0.153369</td>\n",
-       "      <td>-8.005652e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19331</th>\n",
-       "      <td>0.017602</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.760213e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19332</th>\n",
-       "      <td>0.080487</td>\n",
-       "      <td>0.081023</td>\n",
-       "      <td>-5.359200e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19333</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19340</th>\n",
-       "      <td>0.122943</td>\n",
-       "      <td>0.121939</td>\n",
-       "      <td>1.003325e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19345</th>\n",
-       "      <td>0.250317</td>\n",
-       "      <td>0.247351</td>\n",
-       "      <td>2.966164e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19347</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19348</th>\n",
-       "      <td>0.007808</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.808159e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19349</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19350</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19351</th>\n",
-       "      <td>0.033783</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.378293e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19352</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19353</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19354</th>\n",
-       "      <td>0.226468</td>\n",
-       "      <td>0.236237</td>\n",
-       "      <td>-9.768638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19355</th>\n",
-       "      <td>0.571068</td>\n",
-       "      <td>0.582987</td>\n",
-       "      <td>-1.191868e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19356</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19357</th>\n",
-       "      <td>0.137320</td>\n",
-       "      <td>0.137266</td>\n",
-       "      <td>5.393950e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19358</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19359</th>\n",
-       "      <td>0.199842</td>\n",
-       "      <td>0.202172</td>\n",
-       "      <td>-2.330752e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19360</th>\n",
-       "      <td>0.143303</td>\n",
-       "      <td>0.151872</td>\n",
-       "      <td>-8.568792e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19361</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19362</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19363</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>19364</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19365</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19366</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19367</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19369</th>\n",
-       "      <td>0.060464</td>\n",
-       "      <td>0.064100</td>\n",
-       "      <td>-3.635497e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19370</th>\n",
-       "      <td>0.073488</td>\n",
-       "      <td>0.059833</td>\n",
-       "      <td>1.365475e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19371</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19372</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19373</th>\n",
-       "      <td>0.084914</td>\n",
-       "      <td>0.090005</td>\n",
-       "      <td>-5.090837e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19374</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19375</th>\n",
-       "      <td>0.439455</td>\n",
-       "      <td>0.444531</td>\n",
-       "      <td>-5.076723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19378</th>\n",
-       "      <td>0.184581</td>\n",
-       "      <td>0.183306</td>\n",
-       "      <td>1.275068e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19379</th>\n",
-       "      <td>0.107922</td>\n",
-       "      <td>0.108444</td>\n",
-       "      <td>-5.217125e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19382</th>\n",
-       "      <td>0.098574</td>\n",
-       "      <td>0.098061</td>\n",
-       "      <td>5.131206e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19384</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19387</th>\n",
-       "      <td>0.432628</td>\n",
-       "      <td>0.433029</td>\n",
-       "      <td>-4.003978e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19394</th>\n",
-       "      <td>0.409290</td>\n",
-       "      <td>0.411630</td>\n",
-       "      <td>-2.340133e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19395</th>\n",
-       "      <td>0.268286</td>\n",
-       "      <td>0.270811</td>\n",
-       "      <td>-2.525069e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19396</th>\n",
-       "      <td>0.181070</td>\n",
-       "      <td>0.181119</td>\n",
-       "      <td>-4.846754e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19399</th>\n",
-       "      <td>0.095465</td>\n",
-       "      <td>0.096960</td>\n",
-       "      <td>-1.495410e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19400</th>\n",
-       "      <td>0.246248</td>\n",
-       "      <td>0.242593</td>\n",
-       "      <td>3.655330e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19402</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19407</th>\n",
-       "      <td>0.009572</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.571938e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19412</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19417</th>\n",
-       "      <td>0.246543</td>\n",
-       "      <td>0.255991</td>\n",
-       "      <td>-9.447423e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19426</th>\n",
-       "      <td>0.182538</td>\n",
-       "      <td>0.184080</td>\n",
-       "      <td>-1.542490e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19427</th>\n",
-       "      <td>0.157987</td>\n",
-       "      <td>0.161746</td>\n",
-       "      <td>-3.758220e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19430</th>\n",
-       "      <td>0.010233</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.023261e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19431</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19438</th>\n",
-       "      <td>0.265232</td>\n",
-       "      <td>0.270307</td>\n",
-       "      <td>-5.075547e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19443</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19449</th>\n",
-       "      <td>0.121174</td>\n",
-       "      <td>0.072504</td>\n",
-       "      <td>4.867074e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19450</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19451</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19452</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19454</th>\n",
-       "      <td>0.152714</td>\n",
-       "      <td>0.160450</td>\n",
-       "      <td>-7.736614e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19455</th>\n",
-       "      <td>0.257828</td>\n",
-       "      <td>0.259042</td>\n",
-       "      <td>-1.214024e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19456</th>\n",
-       "      <td>0.250836</td>\n",
-       "      <td>0.235191</td>\n",
-       "      <td>1.564443e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19459</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19460</th>\n",
-       "      <td>0.007052</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.052347e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19461</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19462</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19466</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19469</th>\n",
-       "      <td>0.094233</td>\n",
-       "      <td>0.082466</td>\n",
-       "      <td>1.176657e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19471</th>\n",
-       "      <td>0.207262</td>\n",
-       "      <td>0.206413</td>\n",
-       "      <td>8.491181e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19476</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19480</th>\n",
-       "      <td>0.046051</td>\n",
-       "      <td>0.045787</td>\n",
-       "      <td>2.636576e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19482</th>\n",
-       "      <td>0.104771</td>\n",
-       "      <td>0.105847</td>\n",
-       "      <td>-1.076381e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19491</th>\n",
-       "      <td>0.114108</td>\n",
-       "      <td>0.116171</td>\n",
-       "      <td>-2.062308e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19493</th>\n",
-       "      <td>0.208917</td>\n",
-       "      <td>0.220099</td>\n",
-       "      <td>-1.118171e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19494</th>\n",
-       "      <td>0.068913</td>\n",
-       "      <td>0.069019</td>\n",
-       "      <td>-1.062485e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19497</th>\n",
-       "      <td>0.725808</td>\n",
-       "      <td>0.726699</td>\n",
-       "      <td>-8.906054e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19498</th>\n",
-       "      <td>0.043320</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>4.332040e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19502</th>\n",
-       "      <td>0.112264</td>\n",
-       "      <td>0.113288</td>\n",
-       "      <td>-1.023708e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19504</th>\n",
-       "      <td>0.171632</td>\n",
-       "      <td>0.171245</td>\n",
-       "      <td>3.875956e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19514</th>\n",
-       "      <td>0.368345</td>\n",
-       "      <td>0.366533</td>\n",
-       "      <td>1.811420e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19518</th>\n",
-       "      <td>0.136054</td>\n",
-       "      <td>0.136066</td>\n",
-       "      <td>-1.163499e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19522</th>\n",
-       "      <td>0.214210</td>\n",
-       "      <td>0.220932</td>\n",
-       "      <td>-6.722228e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19523</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19525</th>\n",
-       "      <td>0.060144</td>\n",
-       "      <td>0.057179</td>\n",
-       "      <td>2.964517e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19531</th>\n",
-       "      <td>0.350171</td>\n",
-       "      <td>0.361101</td>\n",
-       "      <td>-1.093026e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19533</th>\n",
-       "      <td>0.162796</td>\n",
-       "      <td>0.164088</td>\n",
-       "      <td>-1.291587e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19534</th>\n",
-       "      <td>0.011350</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.134993e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19541</th>\n",
-       "      <td>0.200373</td>\n",
-       "      <td>0.198665</td>\n",
-       "      <td>1.708406e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19545</th>\n",
-       "      <td>0.438068</td>\n",
-       "      <td>0.440995</td>\n",
-       "      <td>-2.926235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19551</th>\n",
-       "      <td>0.476978</td>\n",
-       "      <td>0.485377</td>\n",
-       "      <td>-8.399242e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19552</th>\n",
-       "      <td>0.050457</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>5.045661e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19555</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19557</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19558</th>\n",
-       "      <td>0.045481</td>\n",
-       "      <td>0.044994</td>\n",
-       "      <td>4.868298e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19561</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19566</th>\n",
-       "      <td>0.284100</td>\n",
-       "      <td>0.298724</td>\n",
-       "      <td>-1.462471e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19567</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19568</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19570</th>\n",
-       "      <td>0.129634</td>\n",
-       "      <td>0.130466</td>\n",
-       "      <td>-8.319513e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19572</th>\n",
-       "      <td>0.159678</td>\n",
-       "      <td>0.157688</td>\n",
-       "      <td>1.990133e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19576</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19577</th>\n",
-       "      <td>0.276433</td>\n",
-       "      <td>0.279770</td>\n",
-       "      <td>-3.337479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19579</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19580</th>\n",
-       "      <td>0.115716</td>\n",
-       "      <td>0.113866</td>\n",
-       "      <td>1.849428e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19582</th>\n",
-       "      <td>0.174827</td>\n",
-       "      <td>0.174980</td>\n",
-       "      <td>-1.530666e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19583</th>\n",
-       "      <td>0.029532</td>\n",
-       "      <td>0.086626</td>\n",
-       "      <td>-5.709480e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19586</th>\n",
-       "      <td>0.010521</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.052055e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19587</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19590</th>\n",
-       "      <td>0.158770</td>\n",
-       "      <td>0.158867</td>\n",
-       "      <td>-9.634591e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19593</th>\n",
-       "      <td>0.136991</td>\n",
-       "      <td>0.137245</td>\n",
-       "      <td>-2.535327e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19595</th>\n",
-       "      <td>0.163223</td>\n",
-       "      <td>0.168088</td>\n",
-       "      <td>-4.865677e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19604</th>\n",
-       "      <td>0.181204</td>\n",
-       "      <td>0.175721</td>\n",
-       "      <td>5.482370e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19615</th>\n",
-       "      <td>0.160109</td>\n",
-       "      <td>0.161838</td>\n",
-       "      <td>-1.728798e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19617</th>\n",
-       "      <td>0.015961</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.596106e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19619</th>\n",
-       "      <td>0.254666</td>\n",
-       "      <td>0.257411</td>\n",
-       "      <td>-2.744389e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19626</th>\n",
-       "      <td>0.335990</td>\n",
-       "      <td>0.337103</td>\n",
-       "      <td>-1.112188e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19627</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19628</th>\n",
-       "      <td>0.265212</td>\n",
-       "      <td>0.252227</td>\n",
-       "      <td>1.298590e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19630</th>\n",
-       "      <td>0.138684</td>\n",
-       "      <td>0.145244</td>\n",
-       "      <td>-6.559172e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19641</th>\n",
-       "      <td>0.119857</td>\n",
-       "      <td>0.122433</td>\n",
-       "      <td>-2.575807e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19645</th>\n",
-       "      <td>0.346313</td>\n",
-       "      <td>0.357161</td>\n",
-       "      <td>-1.084841e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19650</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19658</th>\n",
-       "      <td>0.268352</td>\n",
-       "      <td>0.274120</td>\n",
-       "      <td>-5.768620e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19659</th>\n",
-       "      <td>0.144218</td>\n",
-       "      <td>0.145666</td>\n",
-       "      <td>-1.447660e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19660</th>\n",
-       "      <td>0.007866</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.865530e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19666</th>\n",
-       "      <td>0.440798</td>\n",
-       "      <td>0.452036</td>\n",
-       "      <td>-1.123845e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19668</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19671</th>\n",
-       "      <td>0.180204</td>\n",
-       "      <td>0.179619</td>\n",
-       "      <td>5.850397e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19673</th>\n",
-       "      <td>0.135691</td>\n",
-       "      <td>0.140350</td>\n",
-       "      <td>-4.658869e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19674</th>\n",
-       "      <td>0.008932</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.932028e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19675</th>\n",
-       "      <td>0.024053</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.405267e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19676</th>\n",
-       "      <td>0.268896</td>\n",
-       "      <td>0.268760</td>\n",
-       "      <td>1.356601e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19680</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19681</th>\n",
-       "      <td>0.193793</td>\n",
-       "      <td>0.194366</td>\n",
-       "      <td>-5.732832e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19682</th>\n",
-       "      <td>0.131745</td>\n",
-       "      <td>0.127280</td>\n",
-       "      <td>4.465125e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19683</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19686</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19687</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19688</th>\n",
-       "      <td>0.132574</td>\n",
-       "      <td>0.138454</td>\n",
-       "      <td>-5.880406e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19690</th>\n",
-       "      <td>0.159831</td>\n",
-       "      <td>0.152826</td>\n",
-       "      <td>7.004797e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19692</th>\n",
-       "      <td>0.427887</td>\n",
-       "      <td>0.427912</td>\n",
-       "      <td>-2.468929e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19693</th>\n",
-       "      <td>0.217602</td>\n",
-       "      <td>0.218270</td>\n",
-       "      <td>-6.686053e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19696</th>\n",
-       "      <td>0.145494</td>\n",
-       "      <td>0.145568</td>\n",
-       "      <td>-7.379912e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19698</th>\n",
-       "      <td>0.298114</td>\n",
-       "      <td>0.298106</td>\n",
-       "      <td>7.644651e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19701</th>\n",
-       "      <td>0.129611</td>\n",
-       "      <td>0.131081</td>\n",
-       "      <td>-1.469661e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19710</th>\n",
-       "      <td>0.060658</td>\n",
-       "      <td>0.053913</td>\n",
-       "      <td>6.745755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19714</th>\n",
-       "      <td>0.149810</td>\n",
-       "      <td>0.172198</td>\n",
-       "      <td>-2.238793e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19716</th>\n",
-       "      <td>0.159812</td>\n",
-       "      <td>0.151304</td>\n",
-       "      <td>8.508482e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19720</th>\n",
-       "      <td>0.155368</td>\n",
-       "      <td>0.155131</td>\n",
-       "      <td>2.364290e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19721</th>\n",
-       "      <td>0.086273</td>\n",
-       "      <td>0.088369</td>\n",
-       "      <td>-2.096047e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19724</th>\n",
-       "      <td>0.192381</td>\n",
-       "      <td>0.194378</td>\n",
-       "      <td>-1.997444e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19729</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19736</th>\n",
-       "      <td>0.180798</td>\n",
-       "      <td>0.179671</td>\n",
-       "      <td>1.126386e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19740</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19741</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19742</th>\n",
-       "      <td>0.010339</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.033915e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19743</th>\n",
-       "      <td>0.152467</td>\n",
-       "      <td>0.153427</td>\n",
-       "      <td>-9.600676e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19746</th>\n",
-       "      <td>0.135929</td>\n",
-       "      <td>0.129515</td>\n",
-       "      <td>6.414545e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19747</th>\n",
-       "      <td>0.110139</td>\n",
-       "      <td>0.110254</td>\n",
-       "      <td>-1.148372e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19754</th>\n",
-       "      <td>0.226416</td>\n",
-       "      <td>0.228045</td>\n",
-       "      <td>-1.629221e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19756</th>\n",
-       "      <td>0.189227</td>\n",
-       "      <td>0.210374</td>\n",
-       "      <td>-2.114667e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19760</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19762</th>\n",
-       "      <td>0.160145</td>\n",
-       "      <td>0.166512</td>\n",
-       "      <td>-6.366864e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19767</th>\n",
-       "      <td>0.157936</td>\n",
-       "      <td>0.157955</td>\n",
-       "      <td>-1.894023e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19775</th>\n",
-       "      <td>0.257743</td>\n",
-       "      <td>0.261396</td>\n",
-       "      <td>-3.652875e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19777</th>\n",
-       "      <td>0.106858</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.068583e-01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19788</th>\n",
-       "      <td>0.097223</td>\n",
-       "      <td>0.110457</td>\n",
-       "      <td>-1.323333e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19797</th>\n",
-       "      <td>0.096023</td>\n",
-       "      <td>0.102597</td>\n",
-       "      <td>-6.574767e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19798</th>\n",
-       "      <td>0.397396</td>\n",
-       "      <td>0.401538</td>\n",
-       "      <td>-4.142009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19809</th>\n",
-       "      <td>0.057513</td>\n",
-       "      <td>0.057449</td>\n",
-       "      <td>6.358832e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19814</th>\n",
-       "      <td>0.099736</td>\n",
-       "      <td>0.101789</td>\n",
-       "      <td>-2.053452e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19815</th>\n",
-       "      <td>0.156913</td>\n",
-       "      <td>0.155292</td>\n",
-       "      <td>1.620716e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19820</th>\n",
-       "      <td>0.027638</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.763836e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19824</th>\n",
-       "      <td>0.007295</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.294972e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19825</th>\n",
-       "      <td>0.010756</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.075647e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19827</th>\n",
-       "      <td>0.012267</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.226697e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19829</th>\n",
-       "      <td>0.155410</td>\n",
-       "      <td>0.147619</td>\n",
-       "      <td>7.791070e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19831</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19834</th>\n",
-       "      <td>0.174418</td>\n",
-       "      <td>0.172752</td>\n",
-       "      <td>1.666670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19836</th>\n",
-       "      <td>0.034896</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>3.489643e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19839</th>\n",
-       "      <td>0.362319</td>\n",
-       "      <td>0.378216</td>\n",
-       "      <td>-1.589714e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19840</th>\n",
-       "      <td>0.111309</td>\n",
-       "      <td>0.129760</td>\n",
-       "      <td>-1.845069e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19850</th>\n",
-       "      <td>0.202191</td>\n",
-       "      <td>0.202874</td>\n",
-       "      <td>-6.831630e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19852</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19854</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19858</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19859</th>\n",
-       "      <td>0.074699</td>\n",
-       "      <td>0.076822</td>\n",
-       "      <td>-2.123489e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19860</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19863</th>\n",
-       "      <td>0.257644</td>\n",
-       "      <td>0.249783</td>\n",
-       "      <td>7.861083e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19864</th>\n",
-       "      <td>0.109382</td>\n",
-       "      <td>0.111405</td>\n",
-       "      <td>-2.023657e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19870</th>\n",
-       "      <td>0.120832</td>\n",
-       "      <td>0.122807</td>\n",
-       "      <td>-1.974922e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19871</th>\n",
-       "      <td>0.121091</td>\n",
-       "      <td>0.127827</td>\n",
-       "      <td>-6.735437e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19872</th>\n",
-       "      <td>0.181931</td>\n",
-       "      <td>0.182577</td>\n",
-       "      <td>-6.458168e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19874</th>\n",
-       "      <td>0.053388</td>\n",
-       "      <td>0.059421</td>\n",
-       "      <td>-6.033391e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19875</th>\n",
-       "      <td>0.428023</td>\n",
-       "      <td>0.437145</td>\n",
-       "      <td>-9.122441e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19877</th>\n",
-       "      <td>0.231738</td>\n",
-       "      <td>0.244484</td>\n",
-       "      <td>-1.274665e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19881</th>\n",
-       "      <td>0.213351</td>\n",
-       "      <td>0.244972</td>\n",
-       "      <td>-3.162029e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19886</th>\n",
-       "      <td>0.105845</td>\n",
-       "      <td>0.098660</td>\n",
-       "      <td>7.185919e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19889</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19890</th>\n",
-       "      <td>0.198388</td>\n",
-       "      <td>0.207726</td>\n",
-       "      <td>-9.338300e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19892</th>\n",
-       "      <td>0.122454</td>\n",
-       "      <td>0.122671</td>\n",
-       "      <td>-2.168784e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19893</th>\n",
-       "      <td>0.083850</td>\n",
-       "      <td>0.084985</td>\n",
-       "      <td>-1.134944e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19894</th>\n",
-       "      <td>0.171888</td>\n",
-       "      <td>0.173082</td>\n",
-       "      <td>-1.194307e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19895</th>\n",
-       "      <td>0.412429</td>\n",
-       "      <td>0.416082</td>\n",
-       "      <td>-3.652955e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19896</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19897</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19901</th>\n",
-       "      <td>0.231844</td>\n",
-       "      <td>0.240368</td>\n",
-       "      <td>-8.524193e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19905</th>\n",
-       "      <td>0.200373</td>\n",
-       "      <td>0.203241</td>\n",
-       "      <td>-2.868091e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19907</th>\n",
-       "      <td>0.218848</td>\n",
-       "      <td>0.219585</td>\n",
-       "      <td>-7.375656e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19910</th>\n",
-       "      <td>0.191478</td>\n",
-       "      <td>0.195500</td>\n",
-       "      <td>-4.022571e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19914</th>\n",
-       "      <td>0.189799</td>\n",
-       "      <td>0.200208</td>\n",
-       "      <td>-1.040920e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19917</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19920</th>\n",
-       "      <td>0.214809</td>\n",
-       "      <td>0.215114</td>\n",
-       "      <td>-3.048055e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19922</th>\n",
-       "      <td>0.372909</td>\n",
-       "      <td>0.373668</td>\n",
-       "      <td>-7.582566e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19923</th>\n",
-       "      <td>0.293413</td>\n",
-       "      <td>0.294290</td>\n",
-       "      <td>-8.771213e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19925</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19927</th>\n",
-       "      <td>0.206498</td>\n",
-       "      <td>0.213850</td>\n",
-       "      <td>-7.352269e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19928</th>\n",
-       "      <td>0.103639</td>\n",
-       "      <td>0.070952</td>\n",
-       "      <td>3.268635e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19929</th>\n",
-       "      <td>0.204988</td>\n",
-       "      <td>0.206396</td>\n",
-       "      <td>-1.407383e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19937</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19940</th>\n",
-       "      <td>0.317574</td>\n",
-       "      <td>0.276093</td>\n",
-       "      <td>4.148088e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19952</th>\n",
-       "      <td>0.097656</td>\n",
-       "      <td>0.098487</td>\n",
-       "      <td>-8.312355e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19955</th>\n",
-       "      <td>0.209321</td>\n",
-       "      <td>0.212690</td>\n",
-       "      <td>-3.369052e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19956</th>\n",
-       "      <td>0.171637</td>\n",
-       "      <td>0.186859</td>\n",
-       "      <td>-1.522160e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19960</th>\n",
-       "      <td>0.475319</td>\n",
-       "      <td>0.479139</td>\n",
-       "      <td>-3.820313e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19967</th>\n",
-       "      <td>0.235200</td>\n",
-       "      <td>0.238862</td>\n",
-       "      <td>-3.662035e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19968</th>\n",
-       "      <td>0.143233</td>\n",
-       "      <td>0.143220</td>\n",
-       "      <td>1.265042e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19971</th>\n",
-       "      <td>0.132098</td>\n",
-       "      <td>0.136032</td>\n",
-       "      <td>-3.933976e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19976</th>\n",
-       "      <td>0.631074</td>\n",
-       "      <td>0.663645</td>\n",
-       "      <td>-3.257113e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19977</th>\n",
-       "      <td>0.203878</td>\n",
-       "      <td>0.204069</td>\n",
-       "      <td>-1.908780e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19983</th>\n",
-       "      <td>0.077782</td>\n",
-       "      <td>0.076778</td>\n",
-       "      <td>1.004082e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19986</th>\n",
-       "      <td>0.009530</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.529904e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19989</th>\n",
-       "      <td>0.042729</td>\n",
-       "      <td>0.058345</td>\n",
-       "      <td>-1.561525e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19990</th>\n",
-       "      <td>0.185139</td>\n",
-       "      <td>0.185931</td>\n",
-       "      <td>-7.921671e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19991</th>\n",
-       "      <td>0.072872</td>\n",
-       "      <td>0.082789</td>\n",
-       "      <td>-9.916755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19992</th>\n",
-       "      <td>0.198756</td>\n",
-       "      <td>0.182947</td>\n",
-       "      <td>1.580878e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19993</th>\n",
-       "      <td>0.172280</td>\n",
-       "      <td>0.172318</td>\n",
-       "      <td>-3.813777e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20001</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20003</th>\n",
-       "      <td>0.384630</td>\n",
-       "      <td>0.385392</td>\n",
-       "      <td>-7.620666e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20006</th>\n",
-       "      <td>0.197733</td>\n",
-       "      <td>0.196006</td>\n",
-       "      <td>1.726962e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20010</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20013</th>\n",
-       "      <td>0.113022</td>\n",
-       "      <td>0.113858</td>\n",
-       "      <td>-8.357897e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20015</th>\n",
-       "      <td>0.084531</td>\n",
-       "      <td>0.088008</td>\n",
-       "      <td>-3.476590e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20017</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20018</th>\n",
-       "      <td>0.125303</td>\n",
-       "      <td>0.125534</td>\n",
-       "      <td>-2.316974e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20020</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20021</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20022</th>\n",
-       "      <td>0.164379</td>\n",
-       "      <td>0.164908</td>\n",
-       "      <td>-5.291541e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20024</th>\n",
-       "      <td>0.442437</td>\n",
-       "      <td>0.450245</td>\n",
-       "      <td>-7.808076e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20026</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20027</th>\n",
-       "      <td>0.008545</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.545200e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20029</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20031</th>\n",
-       "      <td>0.045996</td>\n",
-       "      <td>0.056313</td>\n",
-       "      <td>-1.031662e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20033</th>\n",
-       "      <td>0.052037</td>\n",
-       "      <td>0.055724</td>\n",
-       "      <td>-3.686800e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20035</th>\n",
-       "      <td>0.112711</td>\n",
-       "      <td>0.112408</td>\n",
-       "      <td>3.037351e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20036</th>\n",
-       "      <td>0.120973</td>\n",
-       "      <td>0.120900</td>\n",
-       "      <td>7.244085e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20037</th>\n",
-       "      <td>0.352751</td>\n",
-       "      <td>0.356469</td>\n",
-       "      <td>-3.718342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20038</th>\n",
-       "      <td>0.112359</td>\n",
-       "      <td>0.111407</td>\n",
-       "      <td>9.524088e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20039</th>\n",
-       "      <td>0.108803</td>\n",
-       "      <td>0.109149</td>\n",
-       "      <td>-3.457616e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20041</th>\n",
-       "      <td>0.232897</td>\n",
-       "      <td>0.236025</td>\n",
-       "      <td>-3.128037e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20043</th>\n",
-       "      <td>0.092712</td>\n",
-       "      <td>0.094250</td>\n",
-       "      <td>-1.537777e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20044</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20047</th>\n",
-       "      <td>0.146715</td>\n",
-       "      <td>0.149990</td>\n",
-       "      <td>-3.274184e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20052</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20053</th>\n",
-       "      <td>0.084592</td>\n",
-       "      <td>0.088893</td>\n",
-       "      <td>-4.300689e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20054</th>\n",
-       "      <td>0.151277</td>\n",
-       "      <td>0.158995</td>\n",
-       "      <td>-7.718876e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20057</th>\n",
-       "      <td>0.096550</td>\n",
-       "      <td>0.096062</td>\n",
-       "      <td>4.879032e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20060</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20061</th>\n",
-       "      <td>0.104611</td>\n",
-       "      <td>0.106508</td>\n",
-       "      <td>-1.896813e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20068</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20069</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20071</th>\n",
-       "      <td>0.215777</td>\n",
-       "      <td>0.215512</td>\n",
-       "      <td>2.641723e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20073</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20075</th>\n",
-       "      <td>0.114784</td>\n",
-       "      <td>0.121552</td>\n",
-       "      <td>-6.768031e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20078</th>\n",
-       "      <td>0.151393</td>\n",
-       "      <td>0.152966</td>\n",
-       "      <td>-1.573901e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20079</th>\n",
-       "      <td>0.207015</td>\n",
-       "      <td>0.210590</td>\n",
-       "      <td>-3.574657e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20080</th>\n",
-       "      <td>0.177651</td>\n",
-       "      <td>0.176432</td>\n",
-       "      <td>1.219062e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20083</th>\n",
-       "      <td>0.041600</td>\n",
-       "      <td>0.047458</td>\n",
-       "      <td>-5.857925e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20084</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20089</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20094</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20099</th>\n",
-       "      <td>0.011177</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.117669e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20100</th>\n",
-       "      <td>0.095023</td>\n",
-       "      <td>0.103943</td>\n",
-       "      <td>-8.919366e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20101</th>\n",
-       "      <td>0.538894</td>\n",
-       "      <td>0.544643</td>\n",
-       "      <td>-5.748655e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20104</th>\n",
-       "      <td>0.137587</td>\n",
-       "      <td>0.145294</td>\n",
-       "      <td>-7.707879e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20105</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20106</th>\n",
-       "      <td>0.155494</td>\n",
-       "      <td>0.155891</td>\n",
-       "      <td>-3.964908e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20110</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20111</th>\n",
-       "      <td>0.106400</td>\n",
-       "      <td>0.108752</td>\n",
-       "      <td>-2.351294e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20113</th>\n",
-       "      <td>0.141990</td>\n",
-       "      <td>0.131023</td>\n",
-       "      <td>1.096708e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20114</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20115</th>\n",
-       "      <td>0.182901</td>\n",
-       "      <td>0.188307</td>\n",
-       "      <td>-5.405795e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20116</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20117</th>\n",
-       "      <td>0.146879</td>\n",
-       "      <td>0.148427</td>\n",
-       "      <td>-1.548536e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20118</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20125</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20127</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20129</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20131</th>\n",
-       "      <td>0.193487</td>\n",
-       "      <td>0.200638</td>\n",
-       "      <td>-7.150622e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20132</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20134</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20135</th>\n",
-       "      <td>0.476577</td>\n",
-       "      <td>0.476207</td>\n",
-       "      <td>3.698999e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20136</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20137</th>\n",
-       "      <td>0.227529</td>\n",
-       "      <td>0.231500</td>\n",
-       "      <td>-3.971074e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20138</th>\n",
-       "      <td>0.083880</td>\n",
-       "      <td>0.088960</td>\n",
-       "      <td>-5.079916e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20139</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20145</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20147</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20149</th>\n",
-       "      <td>0.103205</td>\n",
-       "      <td>0.105560</td>\n",
-       "      <td>-2.354291e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20153</th>\n",
-       "      <td>0.126293</td>\n",
-       "      <td>0.135375</td>\n",
-       "      <td>-9.081677e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20155</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20156</th>\n",
-       "      <td>0.164472</td>\n",
-       "      <td>0.166600</td>\n",
-       "      <td>-2.128347e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20157</th>\n",
-       "      <td>0.319365</td>\n",
-       "      <td>0.324053</td>\n",
-       "      <td>-4.687469e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20159</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20160</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20162</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20163</th>\n",
-       "      <td>0.091857</td>\n",
-       "      <td>0.090349</td>\n",
-       "      <td>1.507807e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20165</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20166</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20171</th>\n",
-       "      <td>0.154892</td>\n",
-       "      <td>0.148555</td>\n",
-       "      <td>6.337295e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20174</th>\n",
-       "      <td>0.241169</td>\n",
-       "      <td>0.241279</td>\n",
-       "      <td>-1.100210e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20175</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20176</th>\n",
-       "      <td>0.288649</td>\n",
-       "      <td>0.285559</td>\n",
-       "      <td>3.089384e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20178</th>\n",
-       "      <td>0.192362</td>\n",
-       "      <td>0.193681</td>\n",
-       "      <td>-1.319242e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20181</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20183</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20184</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20186</th>\n",
-       "      <td>0.189654</td>\n",
-       "      <td>0.192525</td>\n",
-       "      <td>-2.870255e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20189</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20191</th>\n",
-       "      <td>0.136935</td>\n",
-       "      <td>0.130830</td>\n",
-       "      <td>6.104709e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20192</th>\n",
-       "      <td>0.193413</td>\n",
-       "      <td>0.192310</td>\n",
-       "      <td>1.103111e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20200</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20201</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20209</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20210</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20212</th>\n",
-       "      <td>0.213729</td>\n",
-       "      <td>0.213486</td>\n",
-       "      <td>2.433233e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20213</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20225</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20227</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20229</th>\n",
-       "      <td>0.171953</td>\n",
-       "      <td>0.171580</td>\n",
-       "      <td>3.730150e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20231</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20232</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20235</th>\n",
-       "      <td>0.226977</td>\n",
-       "      <td>0.221313</td>\n",
-       "      <td>5.663999e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20237</th>\n",
-       "      <td>0.136382</td>\n",
-       "      <td>0.135176</td>\n",
-       "      <td>1.205792e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20239</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20240</th>\n",
-       "      <td>0.083178</td>\n",
-       "      <td>0.084340</td>\n",
-       "      <td>-1.161608e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20242</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20243</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20244</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20246</th>\n",
-       "      <td>0.395939</td>\n",
-       "      <td>0.405541</td>\n",
-       "      <td>-9.601961e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20250</th>\n",
-       "      <td>0.325639</td>\n",
-       "      <td>0.329239</td>\n",
-       "      <td>-3.599810e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20254</th>\n",
-       "      <td>0.359004</td>\n",
-       "      <td>0.360248</td>\n",
-       "      <td>-1.244482e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20255</th>\n",
-       "      <td>0.202755</td>\n",
-       "      <td>0.201603</td>\n",
-       "      <td>1.152703e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20258</th>\n",
-       "      <td>0.129912</td>\n",
-       "      <td>0.134047</td>\n",
-       "      <td>-4.135522e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20260</th>\n",
-       "      <td>0.239755</td>\n",
-       "      <td>0.238644</td>\n",
-       "      <td>1.110655e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20265</th>\n",
-       "      <td>0.344156</td>\n",
-       "      <td>0.347603</td>\n",
-       "      <td>-3.447046e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20266</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20267</th>\n",
-       "      <td>0.009537</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.536593e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20270</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20272</th>\n",
-       "      <td>0.197974</td>\n",
-       "      <td>0.196554</td>\n",
-       "      <td>1.419996e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20277</th>\n",
-       "      <td>0.161247</td>\n",
-       "      <td>0.166932</td>\n",
-       "      <td>-5.685466e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20278</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20279</th>\n",
-       "      <td>0.514952</td>\n",
-       "      <td>0.527972</td>\n",
-       "      <td>-1.301925e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20280</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20281</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20283</th>\n",
-       "      <td>0.065876</td>\n",
-       "      <td>0.067865</td>\n",
-       "      <td>-1.989638e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20284</th>\n",
-       "      <td>0.205923</td>\n",
-       "      <td>0.203122</td>\n",
-       "      <td>2.800866e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20285</th>\n",
-       "      <td>0.191042</td>\n",
-       "      <td>0.188559</td>\n",
-       "      <td>2.483648e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20286</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20288</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20289</th>\n",
-       "      <td>0.085326</td>\n",
-       "      <td>0.086208</td>\n",
-       "      <td>-8.822911e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20291</th>\n",
-       "      <td>0.411198</td>\n",
-       "      <td>0.422657</td>\n",
-       "      <td>-1.145913e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20292</th>\n",
-       "      <td>0.434876</td>\n",
-       "      <td>0.447349</td>\n",
-       "      <td>-1.247256e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20293</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20294</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20295</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20296</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20297</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20298</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20299</th>\n",
-       "      <td>0.197232</td>\n",
-       "      <td>0.197584</td>\n",
-       "      <td>-3.514606e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20300</th>\n",
-       "      <td>0.178316</td>\n",
-       "      <td>0.181149</td>\n",
-       "      <td>-2.833776e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20301</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20306</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20307</th>\n",
-       "      <td>0.151437</td>\n",
-       "      <td>0.155926</td>\n",
-       "      <td>-4.488723e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20309</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20311</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20314</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20316</th>\n",
-       "      <td>0.158460</td>\n",
-       "      <td>0.162313</td>\n",
-       "      <td>-3.852777e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20319</th>\n",
-       "      <td>0.009222</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.222331e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20320</th>\n",
-       "      <td>0.153705</td>\n",
-       "      <td>0.155167</td>\n",
-       "      <td>-1.462362e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20321</th>\n",
-       "      <td>0.167196</td>\n",
-       "      <td>0.169628</td>\n",
-       "      <td>-2.432316e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20323</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20326</th>\n",
-       "      <td>0.008143</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.143168e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20328</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20330</th>\n",
-       "      <td>0.117050</td>\n",
-       "      <td>0.119194</td>\n",
-       "      <td>-2.143989e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20332</th>\n",
-       "      <td>0.118280</td>\n",
-       "      <td>0.125125</td>\n",
-       "      <td>-6.845102e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20333</th>\n",
-       "      <td>0.010021</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.002119e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20339</th>\n",
-       "      <td>0.069563</td>\n",
-       "      <td>0.073532</td>\n",
-       "      <td>-3.968774e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20342</th>\n",
-       "      <td>0.011126</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.112580e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20343</th>\n",
-       "      <td>0.266590</td>\n",
-       "      <td>0.270124</td>\n",
-       "      <td>-3.534462e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20345</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20350</th>\n",
-       "      <td>0.244493</td>\n",
-       "      <td>0.243046</td>\n",
-       "      <td>1.447170e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20352</th>\n",
-       "      <td>0.105493</td>\n",
-       "      <td>0.110327</td>\n",
-       "      <td>-4.834229e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20353</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20356</th>\n",
-       "      <td>0.178450</td>\n",
-       "      <td>0.188753</td>\n",
-       "      <td>-1.030357e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20357</th>\n",
-       "      <td>0.168988</td>\n",
-       "      <td>0.169318</td>\n",
-       "      <td>-3.296996e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20358</th>\n",
-       "      <td>0.636137</td>\n",
-       "      <td>0.640228</td>\n",
-       "      <td>-4.091317e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20365</th>\n",
-       "      <td>0.158778</td>\n",
-       "      <td>0.156123</td>\n",
-       "      <td>2.654271e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20367</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20369</th>\n",
-       "      <td>0.143354</td>\n",
-       "      <td>0.143675</td>\n",
-       "      <td>-3.210919e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20370</th>\n",
-       "      <td>0.190055</td>\n",
-       "      <td>0.190809</td>\n",
-       "      <td>-7.546701e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20372</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20383</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20384</th>\n",
-       "      <td>0.076711</td>\n",
-       "      <td>0.078954</td>\n",
-       "      <td>-2.242408e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20388</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20391</th>\n",
-       "      <td>0.074779</td>\n",
-       "      <td>0.079977</td>\n",
-       "      <td>-5.197170e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20396</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20397</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20399</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20402</th>\n",
-       "      <td>0.072184</td>\n",
-       "      <td>0.075046</td>\n",
-       "      <td>-2.861181e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20403</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20405</th>\n",
-       "      <td>0.245330</td>\n",
-       "      <td>0.249766</td>\n",
-       "      <td>-4.436231e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20406</th>\n",
-       "      <td>0.143187</td>\n",
-       "      <td>0.139537</td>\n",
-       "      <td>3.649911e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20410</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20412</th>\n",
-       "      <td>0.152807</td>\n",
-       "      <td>0.131730</td>\n",
-       "      <td>2.107690e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20413</th>\n",
-       "      <td>0.008729</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.729349e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20416</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20418</th>\n",
-       "      <td>0.469847</td>\n",
-       "      <td>0.469376</td>\n",
-       "      <td>4.714201e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20419</th>\n",
-       "      <td>0.472392</td>\n",
-       "      <td>0.476505</td>\n",
-       "      <td>-4.112945e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20421</th>\n",
-       "      <td>0.280977</td>\n",
-       "      <td>0.279335</td>\n",
-       "      <td>1.642749e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20422</th>\n",
-       "      <td>0.132444</td>\n",
-       "      <td>0.130762</td>\n",
-       "      <td>1.681959e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20424</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20427</th>\n",
-       "      <td>0.097891</td>\n",
-       "      <td>0.096064</td>\n",
-       "      <td>1.826813e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20429</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20431</th>\n",
-       "      <td>0.129434</td>\n",
-       "      <td>0.133225</td>\n",
-       "      <td>-3.790897e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20432</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20434</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20435</th>\n",
-       "      <td>0.007442</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.442370e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20439</th>\n",
-       "      <td>0.016652</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.665225e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20443</th>\n",
-       "      <td>0.202710</td>\n",
-       "      <td>0.211544</td>\n",
-       "      <td>-8.834036e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20444</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20446</th>\n",
-       "      <td>0.012041</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.204126e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20447</th>\n",
-       "      <td>0.106100</td>\n",
-       "      <td>0.106595</td>\n",
-       "      <td>-4.949218e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20448</th>\n",
-       "      <td>0.008163</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.163411e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20450</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20451</th>\n",
-       "      <td>0.125191</td>\n",
-       "      <td>0.125814</td>\n",
-       "      <td>-6.235989e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20452</th>\n",
-       "      <td>0.362573</td>\n",
-       "      <td>0.364241</td>\n",
-       "      <td>-1.667755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20453</th>\n",
-       "      <td>0.173761</td>\n",
-       "      <td>0.178947</td>\n",
-       "      <td>-5.186107e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20454</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20455</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20456</th>\n",
-       "      <td>0.017287</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.728668e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20457</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20458</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20459</th>\n",
-       "      <td>0.199503</td>\n",
-       "      <td>0.200529</td>\n",
-       "      <td>-1.026137e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20460</th>\n",
-       "      <td>0.085755</td>\n",
-       "      <td>0.087341</td>\n",
-       "      <td>-1.586588e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20461</th>\n",
-       "      <td>0.135503</td>\n",
-       "      <td>0.147322</td>\n",
-       "      <td>-1.181872e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20462</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20466</th>\n",
-       "      <td>0.052040</td>\n",
-       "      <td>0.051354</td>\n",
-       "      <td>6.864950e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20467</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20469</th>\n",
-       "      <td>0.073479</td>\n",
-       "      <td>0.076191</td>\n",
-       "      <td>-2.711454e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20470</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20473</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20474</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20476</th>\n",
-       "      <td>0.181623</td>\n",
-       "      <td>0.182244</td>\n",
-       "      <td>-6.206574e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20477</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20479</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20480</th>\n",
-       "      <td>0.091399</td>\n",
-       "      <td>0.096429</td>\n",
-       "      <td>-5.029490e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20481</th>\n",
-       "      <td>0.244185</td>\n",
-       "      <td>0.246254</td>\n",
-       "      <td>-2.068981e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20482</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20485</th>\n",
-       "      <td>0.703042</td>\n",
-       "      <td>0.712325</td>\n",
-       "      <td>-9.283614e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20487</th>\n",
-       "      <td>0.014951</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.495091e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20491</th>\n",
-       "      <td>0.138281</td>\n",
-       "      <td>0.131324</td>\n",
-       "      <td>6.956935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20498</th>\n",
-       "      <td>0.134729</td>\n",
-       "      <td>0.135285</td>\n",
-       "      <td>-5.560216e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20500</th>\n",
-       "      <td>0.008584</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.584265e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20501</th>\n",
-       "      <td>0.416454</td>\n",
-       "      <td>0.416392</td>\n",
-       "      <td>6.227806e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20502</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20504</th>\n",
-       "      <td>0.143849</td>\n",
-       "      <td>0.142686</td>\n",
-       "      <td>1.162809e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20506</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20509</th>\n",
-       "      <td>0.130130</td>\n",
-       "      <td>0.135241</td>\n",
-       "      <td>-5.110929e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20510</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20514</th>\n",
-       "      <td>0.275932</td>\n",
-       "      <td>0.276268</td>\n",
-       "      <td>-3.359953e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20515</th>\n",
-       "      <td>0.108977</td>\n",
-       "      <td>0.117842</td>\n",
-       "      <td>-8.865624e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20516</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20519</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20520</th>\n",
-       "      <td>0.059112</td>\n",
-       "      <td>0.056946</td>\n",
-       "      <td>2.166267e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20523</th>\n",
-       "      <td>0.100705</td>\n",
-       "      <td>0.098978</td>\n",
-       "      <td>1.726616e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20524</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20525</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20526</th>\n",
-       "      <td>0.010746</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.074581e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20528</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20530</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20532</th>\n",
-       "      <td>0.216530</td>\n",
-       "      <td>0.221948</td>\n",
-       "      <td>-5.418360e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20533</th>\n",
-       "      <td>0.193169</td>\n",
-       "      <td>0.197542</td>\n",
-       "      <td>-4.372948e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20536</th>\n",
-       "      <td>0.154326</td>\n",
-       "      <td>0.163589</td>\n",
-       "      <td>-9.262511e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20537</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20541</th>\n",
-       "      <td>0.163404</td>\n",
-       "      <td>0.174138</td>\n",
-       "      <td>-1.073434e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20542</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20544</th>\n",
-       "      <td>0.277620</td>\n",
-       "      <td>0.278052</td>\n",
-       "      <td>-4.318915e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20549</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20550</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20552</th>\n",
-       "      <td>0.064842</td>\n",
-       "      <td>0.070113</td>\n",
-       "      <td>-5.271397e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20553</th>\n",
-       "      <td>0.242794</td>\n",
-       "      <td>0.243352</td>\n",
-       "      <td>-5.573158e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20555</th>\n",
-       "      <td>0.133900</td>\n",
-       "      <td>0.130485</td>\n",
-       "      <td>3.415369e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20557</th>\n",
-       "      <td>0.081943</td>\n",
-       "      <td>0.081590</td>\n",
-       "      <td>3.534300e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20558</th>\n",
-       "      <td>0.066046</td>\n",
-       "      <td>0.059946</td>\n",
-       "      <td>6.100165e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20561</th>\n",
-       "      <td>0.422418</td>\n",
-       "      <td>0.425729</td>\n",
-       "      <td>-3.310903e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20562</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20563</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20565</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20566</th>\n",
-       "      <td>0.015916</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.591575e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20567</th>\n",
-       "      <td>0.193107</td>\n",
-       "      <td>0.189628</td>\n",
-       "      <td>3.478238e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20568</th>\n",
-       "      <td>0.095802</td>\n",
-       "      <td>0.100773</td>\n",
-       "      <td>-4.971186e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20569</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20570</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20571</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20572</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20573</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20574</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20575</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20576</th>\n",
-       "      <td>0.008005</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.005345e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20577</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20578</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20579</th>\n",
-       "      <td>0.160309</td>\n",
-       "      <td>0.163213</td>\n",
-       "      <td>-2.903929e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20580</th>\n",
-       "      <td>0.323034</td>\n",
-       "      <td>0.329905</td>\n",
-       "      <td>-6.871190e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20582</th>\n",
-       "      <td>0.009349</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.348719e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20584</th>\n",
-       "      <td>0.169700</td>\n",
-       "      <td>0.167373</td>\n",
-       "      <td>2.326601e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20586</th>\n",
-       "      <td>0.197453</td>\n",
-       "      <td>0.197072</td>\n",
-       "      <td>3.812859e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20587</th>\n",
-       "      <td>0.082104</td>\n",
-       "      <td>0.089517</td>\n",
-       "      <td>-7.412718e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20589</th>\n",
-       "      <td>0.321694</td>\n",
-       "      <td>0.345865</td>\n",
-       "      <td>-2.417111e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20592</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20593</th>\n",
-       "      <td>0.194449</td>\n",
-       "      <td>0.195099</td>\n",
-       "      <td>-6.494360e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20594</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20595</th>\n",
-       "      <td>0.080355</td>\n",
-       "      <td>0.087961</td>\n",
-       "      <td>-7.605754e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20601</th>\n",
-       "      <td>0.011254</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.125414e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20605</th>\n",
-       "      <td>0.196649</td>\n",
-       "      <td>0.200332</td>\n",
-       "      <td>-3.682421e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20611</th>\n",
-       "      <td>0.222929</td>\n",
-       "      <td>0.222394</td>\n",
-       "      <td>5.357105e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20616</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20618</th>\n",
-       "      <td>0.009429</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.429390e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20620</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20623</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20627</th>\n",
-       "      <td>0.185989</td>\n",
-       "      <td>0.183337</td>\n",
-       "      <td>2.652406e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20629</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20635</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20636</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20637</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20638</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20639</th>\n",
-       "      <td>0.127520</td>\n",
-       "      <td>0.126748</td>\n",
-       "      <td>7.724552e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20640</th>\n",
-       "      <td>0.010251</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.025077e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20642</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20643</th>\n",
-       "      <td>0.174896</td>\n",
-       "      <td>0.178733</td>\n",
-       "      <td>-3.836986e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20645</th>\n",
-       "      <td>0.132237</td>\n",
-       "      <td>0.135007</td>\n",
-       "      <td>-2.769676e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20649</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20650</th>\n",
-       "      <td>0.176935</td>\n",
-       "      <td>0.180192</td>\n",
-       "      <td>-3.257144e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20652</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20654</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20657</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20658</th>\n",
-       "      <td>0.199055</td>\n",
-       "      <td>0.201254</td>\n",
-       "      <td>-2.198933e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20665</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20668</th>\n",
-       "      <td>0.013689</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.368924e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20670</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20671</th>\n",
-       "      <td>0.170117</td>\n",
-       "      <td>0.162771</td>\n",
-       "      <td>7.346594e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20673</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20675</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20676</th>\n",
-       "      <td>0.254142</td>\n",
-       "      <td>0.263617</td>\n",
-       "      <td>-9.475233e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20677</th>\n",
-       "      <td>0.011004</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.100368e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20678</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20679</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20680</th>\n",
-       "      <td>0.151972</td>\n",
-       "      <td>0.152087</td>\n",
-       "      <td>-1.147888e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20682</th>\n",
-       "      <td>0.136410</td>\n",
-       "      <td>0.131558</td>\n",
-       "      <td>4.852170e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20683</th>\n",
-       "      <td>0.071654</td>\n",
-       "      <td>0.075311</td>\n",
-       "      <td>-3.657626e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20686</th>\n",
-       "      <td>0.131064</td>\n",
-       "      <td>0.131424</td>\n",
-       "      <td>-3.600351e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20687</th>\n",
-       "      <td>0.231082</td>\n",
-       "      <td>0.231823</td>\n",
-       "      <td>-7.411645e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20689</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20691</th>\n",
-       "      <td>0.017823</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.782276e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20695</th>\n",
-       "      <td>0.219084</td>\n",
-       "      <td>0.211534</td>\n",
-       "      <td>7.549233e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20699</th>\n",
-       "      <td>0.133040</td>\n",
-       "      <td>0.133792</td>\n",
-       "      <td>-7.519238e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20702</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20703</th>\n",
-       "      <td>0.252792</td>\n",
-       "      <td>0.254538</td>\n",
-       "      <td>-1.745407e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20704</th>\n",
-       "      <td>0.183271</td>\n",
-       "      <td>0.188855</td>\n",
-       "      <td>-5.584116e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20707</th>\n",
-       "      <td>0.241665</td>\n",
-       "      <td>0.239489</td>\n",
-       "      <td>2.175630e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20708</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20710</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20711</th>\n",
-       "      <td>0.191967</td>\n",
-       "      <td>0.209068</td>\n",
-       "      <td>-1.710138e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20712</th>\n",
-       "      <td>0.042007</td>\n",
-       "      <td>0.050738</td>\n",
-       "      <td>-8.730954e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20713</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20714</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20717</th>\n",
-       "      <td>0.121770</td>\n",
-       "      <td>0.122414</td>\n",
-       "      <td>-6.441664e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20718</th>\n",
-       "      <td>0.301514</td>\n",
-       "      <td>0.300852</td>\n",
-       "      <td>6.624537e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20723</th>\n",
-       "      <td>0.108845</td>\n",
-       "      <td>0.110434</td>\n",
-       "      <td>-1.589670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20726</th>\n",
-       "      <td>0.348643</td>\n",
-       "      <td>0.349865</td>\n",
-       "      <td>-1.221362e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20727</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20729</th>\n",
-       "      <td>0.197341</td>\n",
-       "      <td>0.199339</td>\n",
-       "      <td>-1.997524e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20732</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20733</th>\n",
-       "      <td>0.083922</td>\n",
-       "      <td>0.091636</td>\n",
-       "      <td>-7.713537e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20736</th>\n",
-       "      <td>0.104882</td>\n",
-       "      <td>0.106290</td>\n",
-       "      <td>-1.407928e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20738</th>\n",
-       "      <td>0.012804</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.280393e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20739</th>\n",
-       "      <td>0.173652</td>\n",
-       "      <td>0.175510</td>\n",
-       "      <td>-1.857250e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20740</th>\n",
-       "      <td>0.136032</td>\n",
-       "      <td>0.135633</td>\n",
-       "      <td>3.990008e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20741</th>\n",
-       "      <td>0.102405</td>\n",
-       "      <td>0.109564</td>\n",
-       "      <td>-7.159748e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20744</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20750</th>\n",
-       "      <td>0.021973</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>2.197299e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20751</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20753</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20754</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20755</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20758</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20760</th>\n",
-       "      <td>0.232786</td>\n",
-       "      <td>0.231264</td>\n",
-       "      <td>1.522288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20765</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20766</th>\n",
-       "      <td>0.112874</td>\n",
-       "      <td>0.111824</td>\n",
-       "      <td>1.050230e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20769</th>\n",
-       "      <td>0.064085</td>\n",
-       "      <td>0.062192</td>\n",
-       "      <td>1.892481e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20772</th>\n",
-       "      <td>0.019811</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.981101e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20773</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20774</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20775</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20776</th>\n",
-       "      <td>0.095956</td>\n",
-       "      <td>0.099304</td>\n",
-       "      <td>-3.347802e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20777</th>\n",
-       "      <td>0.094630</td>\n",
-       "      <td>0.100129</td>\n",
-       "      <td>-5.498127e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20778</th>\n",
-       "      <td>0.148006</td>\n",
-       "      <td>0.147808</td>\n",
-       "      <td>1.977537e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20781</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20783</th>\n",
-       "      <td>0.007815</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.814859e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20786</th>\n",
-       "      <td>0.376913</td>\n",
-       "      <td>0.379268</td>\n",
-       "      <td>-2.355081e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20790</th>\n",
-       "      <td>0.137440</td>\n",
-       "      <td>0.139576</td>\n",
-       "      <td>-2.135804e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20791</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20792</th>\n",
-       "      <td>0.177498</td>\n",
-       "      <td>0.177772</td>\n",
-       "      <td>-2.743680e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20793</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20797</th>\n",
-       "      <td>0.192131</td>\n",
-       "      <td>0.197519</td>\n",
-       "      <td>-5.387589e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20799</th>\n",
-       "      <td>0.048322</td>\n",
-       "      <td>0.052127</td>\n",
-       "      <td>-3.805009e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20800</th>\n",
-       "      <td>0.008740</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.739910e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20801</th>\n",
-       "      <td>0.167869</td>\n",
-       "      <td>0.171715</td>\n",
-       "      <td>-3.846056e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20804</th>\n",
-       "      <td>0.173752</td>\n",
-       "      <td>0.170864</td>\n",
-       "      <td>2.887660e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20805</th>\n",
-       "      <td>0.304535</td>\n",
-       "      <td>0.309560</td>\n",
-       "      <td>-5.024656e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20808</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20809</th>\n",
-       "      <td>0.135036</td>\n",
-       "      <td>0.135288</td>\n",
-       "      <td>-2.525743e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20817</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20821</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20822</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20824</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20828</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20830</th>\n",
-       "      <td>0.085491</td>\n",
-       "      <td>0.084558</td>\n",
-       "      <td>9.335542e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20831</th>\n",
-       "      <td>0.080890</td>\n",
-       "      <td>0.080924</td>\n",
-       "      <td>-3.398372e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20832</th>\n",
-       "      <td>0.008693</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.692619e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20835</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20836</th>\n",
-       "      <td>0.166652</td>\n",
-       "      <td>0.162667</td>\n",
-       "      <td>3.985457e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20839</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20840</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20842</th>\n",
-       "      <td>0.101226</td>\n",
-       "      <td>0.092647</td>\n",
-       "      <td>8.579411e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20844</th>\n",
-       "      <td>0.164037</td>\n",
-       "      <td>0.165413</td>\n",
-       "      <td>-1.376611e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20845</th>\n",
-       "      <td>0.187039</td>\n",
-       "      <td>0.192723</td>\n",
-       "      <td>-5.684745e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20848</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20849</th>\n",
-       "      <td>0.063897</td>\n",
-       "      <td>0.063766</td>\n",
-       "      <td>1.310124e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20850</th>\n",
-       "      <td>0.103390</td>\n",
-       "      <td>0.103463</td>\n",
-       "      <td>-7.248946e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20852</th>\n",
-       "      <td>0.053580</td>\n",
-       "      <td>0.056563</td>\n",
-       "      <td>-2.983157e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20853</th>\n",
-       "      <td>0.010816</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.081594e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20854</th>\n",
-       "      <td>0.064780</td>\n",
-       "      <td>0.066348</td>\n",
-       "      <td>-1.567979e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20858</th>\n",
-       "      <td>0.230731</td>\n",
-       "      <td>0.229499</td>\n",
-       "      <td>1.231414e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20859</th>\n",
-       "      <td>0.204333</td>\n",
-       "      <td>0.201251</td>\n",
-       "      <td>3.081906e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20860</th>\n",
-       "      <td>0.164846</td>\n",
-       "      <td>0.175403</td>\n",
-       "      <td>-1.055710e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20864</th>\n",
-       "      <td>0.071405</td>\n",
-       "      <td>0.066798</td>\n",
-       "      <td>4.606580e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20866</th>\n",
-       "      <td>0.450756</td>\n",
-       "      <td>0.449008</td>\n",
-       "      <td>1.748193e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20867</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20868</th>\n",
-       "      <td>0.369433</td>\n",
-       "      <td>0.364292</td>\n",
-       "      <td>5.141429e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20872</th>\n",
-       "      <td>0.143783</td>\n",
-       "      <td>0.148986</td>\n",
-       "      <td>-5.202938e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20876</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20877</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20879</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20882</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20885</th>\n",
-       "      <td>0.126151</td>\n",
-       "      <td>0.130128</td>\n",
-       "      <td>-3.977352e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20886</th>\n",
-       "      <td>0.135970</td>\n",
-       "      <td>0.134413</td>\n",
-       "      <td>1.557641e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20887</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20888</th>\n",
-       "      <td>0.110408</td>\n",
-       "      <td>0.108735</td>\n",
-       "      <td>1.673000e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20889</th>\n",
-       "      <td>0.053360</td>\n",
-       "      <td>0.055033</td>\n",
-       "      <td>-1.673396e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20892</th>\n",
-       "      <td>0.147476</td>\n",
-       "      <td>0.148132</td>\n",
-       "      <td>-6.562338e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20893</th>\n",
-       "      <td>0.113667</td>\n",
-       "      <td>0.113363</td>\n",
-       "      <td>3.047644e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20894</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20896</th>\n",
-       "      <td>0.147646</td>\n",
-       "      <td>0.146885</td>\n",
-       "      <td>7.604104e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20897</th>\n",
-       "      <td>0.247739</td>\n",
-       "      <td>0.246451</td>\n",
-       "      <td>1.288182e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20900</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20901</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20902</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20903</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20906</th>\n",
-       "      <td>0.173300</td>\n",
-       "      <td>0.178813</td>\n",
-       "      <td>-5.512672e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20907</th>\n",
-       "      <td>0.190672</td>\n",
-       "      <td>0.188614</td>\n",
-       "      <td>2.058134e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20908</th>\n",
-       "      <td>0.360153</td>\n",
-       "      <td>0.368897</td>\n",
-       "      <td>-8.743787e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20909</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20911</th>\n",
-       "      <td>0.186523</td>\n",
-       "      <td>0.186624</td>\n",
-       "      <td>-1.014788e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20913</th>\n",
-       "      <td>0.229330</td>\n",
-       "      <td>0.224468</td>\n",
-       "      <td>4.861788e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20916</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20917</th>\n",
-       "      <td>0.019286</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.928574e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20918</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20924</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20925</th>\n",
-       "      <td>0.107768</td>\n",
-       "      <td>0.108355</td>\n",
-       "      <td>-5.874022e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20926</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20927</th>\n",
-       "      <td>0.118043</td>\n",
-       "      <td>0.119606</td>\n",
-       "      <td>-1.562755e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20932</th>\n",
-       "      <td>0.016574</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.657359e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20935</th>\n",
-       "      <td>0.047513</td>\n",
-       "      <td>0.049125</td>\n",
-       "      <td>-1.612007e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20936</th>\n",
-       "      <td>0.118589</td>\n",
-       "      <td>0.117462</td>\n",
-       "      <td>1.127761e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20937</th>\n",
-       "      <td>0.178151</td>\n",
-       "      <td>0.164950</td>\n",
-       "      <td>1.320079e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20942</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20946</th>\n",
-       "      <td>0.013673</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.367258e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20949</th>\n",
-       "      <td>0.167024</td>\n",
-       "      <td>0.165246</td>\n",
-       "      <td>1.777328e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20958</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20965</th>\n",
-       "      <td>0.201677</td>\n",
-       "      <td>0.203960</td>\n",
-       "      <td>-2.282935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20967</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20969</th>\n",
-       "      <td>0.081916</td>\n",
-       "      <td>0.083777</td>\n",
-       "      <td>-1.860503e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20972</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20976</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20977</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20981</th>\n",
-       "      <td>0.147421</td>\n",
-       "      <td>0.150183</td>\n",
-       "      <td>-2.761134e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20982</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20983</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20984</th>\n",
-       "      <td>0.363369</td>\n",
-       "      <td>0.355448</td>\n",
-       "      <td>7.920295e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20987</th>\n",
-       "      <td>0.206563</td>\n",
-       "      <td>0.205529</td>\n",
-       "      <td>1.033872e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20988</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20992</th>\n",
-       "      <td>0.153914</td>\n",
-       "      <td>0.158714</td>\n",
-       "      <td>-4.800535e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20993</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20998</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20999</th>\n",
-       "      <td>0.008886</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.886441e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21000</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21001</th>\n",
-       "      <td>0.125566</td>\n",
-       "      <td>0.141092</td>\n",
-       "      <td>-1.552566e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21002</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21003</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21004</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21005</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21006</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21007</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21008</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21009</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21010</th>\n",
-       "      <td>0.376872</td>\n",
-       "      <td>0.387446</td>\n",
-       "      <td>-1.057409e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21011</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21012</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21013</th>\n",
-       "      <td>0.231697</td>\n",
-       "      <td>0.230980</td>\n",
-       "      <td>7.165931e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21014</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21015</th>\n",
-       "      <td>0.160744</td>\n",
-       "      <td>0.155879</td>\n",
-       "      <td>4.865554e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21016</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21017</th>\n",
-       "      <td>0.044457</td>\n",
-       "      <td>0.046600</td>\n",
-       "      <td>-2.143039e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21018</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21019</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21020</th>\n",
-       "      <td>0.081372</td>\n",
-       "      <td>0.081613</td>\n",
-       "      <td>-2.409712e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21021</th>\n",
-       "      <td>0.170939</td>\n",
-       "      <td>0.200298</td>\n",
-       "      <td>-2.935872e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21022</th>\n",
-       "      <td>0.135820</td>\n",
-       "      <td>0.136119</td>\n",
-       "      <td>-2.986205e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21023</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21024</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21025</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21026</th>\n",
-       "      <td>0.201534</td>\n",
-       "      <td>0.206805</td>\n",
-       "      <td>-5.270165e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21027</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21028</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21029</th>\n",
-       "      <td>0.125800</td>\n",
-       "      <td>0.136362</td>\n",
-       "      <td>-1.056133e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21030</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21031</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21032</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21033</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21034</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21035</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21036</th>\n",
-       "      <td>0.111283</td>\n",
-       "      <td>0.109735</td>\n",
-       "      <td>1.548461e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21037</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21038</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21039</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21040</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21041</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21042</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21043</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21044</th>\n",
-       "      <td>0.269776</td>\n",
-       "      <td>0.270721</td>\n",
-       "      <td>-9.445408e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21045</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21046</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21047</th>\n",
-       "      <td>0.195351</td>\n",
-       "      <td>0.203467</td>\n",
-       "      <td>-8.116020e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21048</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21049</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21050</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21051</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21052</th>\n",
-       "      <td>0.099351</td>\n",
-       "      <td>0.098429</td>\n",
-       "      <td>9.220080e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21053</th>\n",
-       "      <td>0.148002</td>\n",
-       "      <td>0.151071</td>\n",
-       "      <td>-3.068650e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21054</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21055</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21056</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21057</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21058</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21059</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21060</th>\n",
-       "      <td>0.541420</td>\n",
-       "      <td>0.549841</td>\n",
-       "      <td>-8.420640e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21061</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21062</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21063</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21064</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21065</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21066</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21067</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21068</th>\n",
-       "      <td>0.117563</td>\n",
-       "      <td>0.117771</td>\n",
-       "      <td>-2.081648e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21069</th>\n",
-       "      <td>0.393678</td>\n",
-       "      <td>0.403817</td>\n",
-       "      <td>-1.013887e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21070</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21071</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21072</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21073</th>\n",
-       "      <td>0.142306</td>\n",
-       "      <td>0.141393</td>\n",
-       "      <td>9.125156e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21074</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21075</th>\n",
-       "      <td>0.209725</td>\n",
-       "      <td>0.231773</td>\n",
-       "      <td>-2.204792e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21076</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21077</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21078</th>\n",
-       "      <td>0.141702</td>\n",
-       "      <td>0.138394</td>\n",
-       "      <td>3.308323e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21079</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21080</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21081</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21082</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21083</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21084</th>\n",
-       "      <td>0.190234</td>\n",
-       "      <td>0.191519</td>\n",
-       "      <td>-1.285126e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21085</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21086</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21087</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21088</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21089</th>\n",
-       "      <td>0.040350</td>\n",
-       "      <td>0.040056</td>\n",
-       "      <td>2.937311e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21090</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21091</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21092</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21093</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21094</th>\n",
-       "      <td>0.221541</td>\n",
-       "      <td>0.218794</td>\n",
-       "      <td>2.746995e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21095</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21096</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21097</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21098</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21099</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21100</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21101</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21102</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21103</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21104</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21105</th>\n",
-       "      <td>0.228170</td>\n",
-       "      <td>0.242108</td>\n",
-       "      <td>-1.393743e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21106</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21107</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21108</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21109</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21110</th>\n",
-       "      <td>0.229429</td>\n",
-       "      <td>0.231838</td>\n",
-       "      <td>-2.409191e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21111</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21112</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21113</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21114</th>\n",
-       "      <td>0.073722</td>\n",
-       "      <td>0.074028</td>\n",
-       "      <td>-3.061082e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21115</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21116</th>\n",
-       "      <td>0.071704</td>\n",
-       "      <td>0.073664</td>\n",
-       "      <td>-1.959272e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21117</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21118</th>\n",
-       "      <td>0.154514</td>\n",
-       "      <td>0.160665</td>\n",
-       "      <td>-6.151343e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21119</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21120</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21121</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21122</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21123</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21124</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21125</th>\n",
-       "      <td>0.088713</td>\n",
-       "      <td>0.087848</td>\n",
-       "      <td>8.653042e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21126</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21127</th>\n",
-       "      <td>0.118997</td>\n",
-       "      <td>0.120819</td>\n",
-       "      <td>-1.821683e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21128</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21129</th>\n",
-       "      <td>0.009770</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.770199e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21130</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21131</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21132</th>\n",
-       "      <td>0.149492</td>\n",
-       "      <td>0.144715</td>\n",
-       "      <td>4.776479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21133</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21134</th>\n",
-       "      <td>0.175745</td>\n",
-       "      <td>0.176992</td>\n",
-       "      <td>-1.247565e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21135</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21136</th>\n",
-       "      <td>0.595525</td>\n",
-       "      <td>0.602592</td>\n",
-       "      <td>-7.066886e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21137</th>\n",
-       "      <td>0.164255</td>\n",
-       "      <td>0.168961</td>\n",
-       "      <td>-4.705549e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21138</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21139</th>\n",
-       "      <td>0.219035</td>\n",
-       "      <td>0.220429</td>\n",
-       "      <td>-1.394401e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21140</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21141</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21142</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21143</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21144</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21145</th>\n",
-       "      <td>0.170248</td>\n",
-       "      <td>0.170494</td>\n",
-       "      <td>-2.458966e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21146</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21147</th>\n",
-       "      <td>0.046770</td>\n",
-       "      <td>0.048842</td>\n",
-       "      <td>-2.072228e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21148</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21149</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21150</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21151</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21152</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21153</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21154</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21155</th>\n",
-       "      <td>0.204778</td>\n",
-       "      <td>0.205591</td>\n",
-       "      <td>-8.124244e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21156</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21157</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21158</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21159</th>\n",
-       "      <td>0.559328</td>\n",
-       "      <td>0.575189</td>\n",
-       "      <td>-1.586056e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21160</th>\n",
-       "      <td>0.071400</td>\n",
-       "      <td>0.071616</td>\n",
-       "      <td>-2.156258e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21161</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21162</th>\n",
-       "      <td>0.257052</td>\n",
-       "      <td>0.257173</td>\n",
-       "      <td>-1.204676e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21163</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21164</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21165</th>\n",
-       "      <td>0.168949</td>\n",
-       "      <td>0.167155</td>\n",
-       "      <td>1.793883e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21166</th>\n",
-       "      <td>0.174633</td>\n",
-       "      <td>0.174917</td>\n",
-       "      <td>-2.840382e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21167</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21168</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21169</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21170</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21171</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21172</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21173</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21174</th>\n",
-       "      <td>0.256250</td>\n",
-       "      <td>0.256105</td>\n",
-       "      <td>1.447560e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21175</th>\n",
-       "      <td>0.351028</td>\n",
-       "      <td>0.357704</td>\n",
-       "      <td>-6.675888e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21176</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21177</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21178</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21179</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21180</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21181</th>\n",
-       "      <td>0.147362</td>\n",
-       "      <td>0.147543</td>\n",
-       "      <td>-1.802824e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21182</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21183</th>\n",
-       "      <td>0.143274</td>\n",
-       "      <td>0.145527</td>\n",
-       "      <td>-2.253412e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21184</th>\n",
-       "      <td>0.096629</td>\n",
-       "      <td>0.094283</td>\n",
-       "      <td>2.345681e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21185</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21186</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21187</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21188</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21189</th>\n",
-       "      <td>0.160398</td>\n",
-       "      <td>0.158906</td>\n",
-       "      <td>1.491645e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21190</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21191</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21192</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21193</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21194</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21195</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21196</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21197</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21198</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21199</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21200</th>\n",
-       "      <td>0.015642</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.564234e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21201</th>\n",
-       "      <td>0.360158</td>\n",
-       "      <td>0.365941</td>\n",
-       "      <td>-5.782580e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21202</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21203</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21204</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21205</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21206</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21207</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21208</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21209</th>\n",
-       "      <td>0.058673</td>\n",
-       "      <td>0.061517</td>\n",
-       "      <td>-2.843635e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21210</th>\n",
-       "      <td>0.339191</td>\n",
-       "      <td>0.348338</td>\n",
-       "      <td>-9.146286e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21211</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21212</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21213</th>\n",
-       "      <td>0.495083</td>\n",
-       "      <td>0.496972</td>\n",
-       "      <td>-1.888036e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21214</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21215</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21216</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21217</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21218</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21219</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21220</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21221</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21222</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21223</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21224</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21225</th>\n",
-       "      <td>0.081355</td>\n",
-       "      <td>0.082875</td>\n",
-       "      <td>-1.519098e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21226</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21227</th>\n",
-       "      <td>0.201701</td>\n",
-       "      <td>0.202787</td>\n",
-       "      <td>-1.085494e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21228</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21229</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21230</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21231</th>\n",
-       "      <td>0.410051</td>\n",
-       "      <td>0.411969</td>\n",
-       "      <td>-1.918288e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21232</th>\n",
-       "      <td>0.166470</td>\n",
-       "      <td>0.166786</td>\n",
-       "      <td>-3.159835e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21233</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21234</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21235</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21236</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21237</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21238</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21239</th>\n",
-       "      <td>0.267937</td>\n",
-       "      <td>0.269596</td>\n",
-       "      <td>-1.658839e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21240</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21241</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21242</th>\n",
-       "      <td>0.133222</td>\n",
-       "      <td>0.133746</td>\n",
-       "      <td>-5.245710e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21243</th>\n",
-       "      <td>0.159188</td>\n",
-       "      <td>0.160059</td>\n",
-       "      <td>-8.704321e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21244</th>\n",
-       "      <td>0.465159</td>\n",
-       "      <td>0.468582</td>\n",
-       "      <td>-3.422794e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21245</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21246</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21247</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21248</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21249</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21250</th>\n",
-       "      <td>0.155188</td>\n",
-       "      <td>0.158273</td>\n",
-       "      <td>-3.084905e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21251</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21252</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21253</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21254</th>\n",
-       "      <td>0.119315</td>\n",
-       "      <td>0.119990</td>\n",
-       "      <td>-6.756447e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21255</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21256</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21257</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21258</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21259</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21260</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21261</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21262</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21263</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21264</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21265</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21266</th>\n",
-       "      <td>0.170496</td>\n",
-       "      <td>0.175083</td>\n",
-       "      <td>-4.586909e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21267</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21268</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21269</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21270</th>\n",
-       "      <td>0.011928</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.192819e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21271</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21272</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21273</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21274</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21275</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21276</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21277</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21278</th>\n",
-       "      <td>0.125226</td>\n",
-       "      <td>0.130212</td>\n",
-       "      <td>-4.985670e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21279</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21280</th>\n",
-       "      <td>0.289483</td>\n",
-       "      <td>0.289224</td>\n",
-       "      <td>2.584780e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21281</th>\n",
-       "      <td>0.206767</td>\n",
-       "      <td>0.214960</td>\n",
-       "      <td>-8.192246e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21282</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21283</th>\n",
-       "      <td>0.140977</td>\n",
-       "      <td>0.141108</td>\n",
-       "      <td>-1.305159e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21284</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21285</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21286</th>\n",
-       "      <td>0.096597</td>\n",
-       "      <td>0.099050</td>\n",
-       "      <td>-2.452972e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21287</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21288</th>\n",
-       "      <td>0.235298</td>\n",
-       "      <td>0.241217</td>\n",
-       "      <td>-5.919048e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21289</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21290</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21291</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21292</th>\n",
-       "      <td>0.150320</td>\n",
-       "      <td>0.150112</td>\n",
-       "      <td>2.081782e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21293</th>\n",
-       "      <td>0.007509</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>7.508878e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21294</th>\n",
-       "      <td>0.177045</td>\n",
-       "      <td>0.181293</td>\n",
-       "      <td>-4.248176e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21295</th>\n",
-       "      <td>0.562615</td>\n",
-       "      <td>0.565772</td>\n",
-       "      <td>-3.156772e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21296</th>\n",
-       "      <td>0.063964</td>\n",
-       "      <td>0.063694</td>\n",
-       "      <td>2.701385e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21297</th>\n",
-       "      <td>0.450938</td>\n",
-       "      <td>0.457160</td>\n",
-       "      <td>-6.221911e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21298</th>\n",
-       "      <td>0.248803</td>\n",
-       "      <td>0.251692</td>\n",
-       "      <td>-2.889060e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21299</th>\n",
-       "      <td>0.104682</td>\n",
-       "      <td>0.104437</td>\n",
-       "      <td>2.444732e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21300</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21301</th>\n",
-       "      <td>0.083549</td>\n",
-       "      <td>0.083824</td>\n",
-       "      <td>-2.745266e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21302</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21303</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21304</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21305</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21306</th>\n",
-       "      <td>0.134674</td>\n",
-       "      <td>0.136827</td>\n",
-       "      <td>-2.153307e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21307</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21308</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21309</th>\n",
-       "      <td>0.535057</td>\n",
-       "      <td>0.540226</td>\n",
-       "      <td>-5.168463e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21310</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21311</th>\n",
-       "      <td>0.103128</td>\n",
-       "      <td>0.104419</td>\n",
-       "      <td>-1.291022e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21312</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21313</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21314</th>\n",
-       "      <td>0.183089</td>\n",
-       "      <td>0.181793</td>\n",
-       "      <td>1.295954e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21315</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21316</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21317</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21318</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21319</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21320</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21321</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21322</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21323</th>\n",
-       "      <td>0.156651</td>\n",
-       "      <td>0.165352</td>\n",
-       "      <td>-8.701793e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21324</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21325</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21326</th>\n",
-       "      <td>0.164341</td>\n",
-       "      <td>0.169182</td>\n",
-       "      <td>-4.840208e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21327</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21328</th>\n",
-       "      <td>0.368375</td>\n",
-       "      <td>0.372325</td>\n",
-       "      <td>-3.949915e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21329</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21330</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21331</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21332</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21333</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21334</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21335</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21336</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21337</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21338</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21339</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21340</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21341</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21342</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21343</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21344</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21345</th>\n",
-       "      <td>0.202694</td>\n",
-       "      <td>0.202994</td>\n",
-       "      <td>-2.998429e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21346</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21347</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21348</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21349</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21350</th>\n",
-       "      <td>0.104978</td>\n",
-       "      <td>0.102561</td>\n",
-       "      <td>2.416870e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21351</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21352</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21353</th>\n",
-       "      <td>0.162342</td>\n",
-       "      <td>0.163251</td>\n",
-       "      <td>-9.094409e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21354</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21355</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21356</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21357</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21358</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21359</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21360</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21361</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21362</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21363</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21364</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21365</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21366</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21367</th>\n",
-       "      <td>0.202200</td>\n",
-       "      <td>0.210277</td>\n",
-       "      <td>-8.076807e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21368</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21369</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21370</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21371</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21372</th>\n",
-       "      <td>0.456813</td>\n",
-       "      <td>0.458625</td>\n",
-       "      <td>-1.811456e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21373</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21374</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21375</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21376</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21377</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21378</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21379</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21380</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21381</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21382</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21383</th>\n",
-       "      <td>0.148525</td>\n",
-       "      <td>0.145581</td>\n",
-       "      <td>2.944331e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21384</th>\n",
-       "      <td>0.254320</td>\n",
-       "      <td>0.253813</td>\n",
-       "      <td>5.078203e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21385</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21386</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21387</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21388</th>\n",
-       "      <td>0.083760</td>\n",
-       "      <td>0.080402</td>\n",
-       "      <td>3.358227e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21389</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21390</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21391</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21392</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21393</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21394</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21395</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21396</th>\n",
-       "      <td>0.169759</td>\n",
-       "      <td>0.169363</td>\n",
-       "      <td>3.961488e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21397</th>\n",
-       "      <td>0.095668</td>\n",
-       "      <td>0.091460</td>\n",
-       "      <td>4.207485e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21398</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21399</th>\n",
-       "      <td>0.236964</td>\n",
-       "      <td>0.240864</td>\n",
-       "      <td>-3.899345e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21400</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21401</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21402</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21403</th>\n",
-       "      <td>0.129196</td>\n",
-       "      <td>0.128451</td>\n",
-       "      <td>7.451078e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21404</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21405</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21406</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21407</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21408</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21409</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21410</th>\n",
-       "      <td>0.089755</td>\n",
-       "      <td>0.089739</td>\n",
-       "      <td>1.558488e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21411</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21412</th>\n",
-       "      <td>0.057468</td>\n",
-       "      <td>0.061287</td>\n",
-       "      <td>-3.819535e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21413</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21414</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21415</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21416</th>\n",
-       "      <td>0.072892</td>\n",
-       "      <td>0.074327</td>\n",
-       "      <td>-1.434317e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21417</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21418</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21419</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21420</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21421</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21422</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21423</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21424</th>\n",
-       "      <td>0.437620</td>\n",
-       "      <td>0.437562</td>\n",
-       "      <td>5.784603e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21425</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21426</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21427</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21428</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21429</th>\n",
-       "      <td>0.215683</td>\n",
-       "      <td>0.214788</td>\n",
-       "      <td>8.951779e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21430</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21431</th>\n",
-       "      <td>0.064316</td>\n",
-       "      <td>0.064655</td>\n",
-       "      <td>-3.384660e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21432</th>\n",
-       "      <td>0.174565</td>\n",
-       "      <td>0.176529</td>\n",
-       "      <td>-1.963391e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21433</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21434</th>\n",
-       "      <td>0.147966</td>\n",
-       "      <td>0.151268</td>\n",
-       "      <td>-3.301969e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21435</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21436</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21437</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21438</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21439</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21440</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21441</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21442</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21443</th>\n",
-       "      <td>0.210658</td>\n",
-       "      <td>0.216219</td>\n",
-       "      <td>-5.560814e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21444</th>\n",
-       "      <td>0.009854</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.854294e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21445</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21446</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21447</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21448</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21449</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21450</th>\n",
-       "      <td>0.279192</td>\n",
-       "      <td>0.289921</td>\n",
-       "      <td>-1.072892e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21451</th>\n",
-       "      <td>0.058200</td>\n",
-       "      <td>0.057726</td>\n",
-       "      <td>4.734981e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21452</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21453</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21454</th>\n",
-       "      <td>0.293326</td>\n",
-       "      <td>0.303170</td>\n",
-       "      <td>-9.843518e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21455</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21456</th>\n",
-       "      <td>0.233342</td>\n",
-       "      <td>0.242603</td>\n",
-       "      <td>-9.260640e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21457</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21458</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21459</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21460</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21461</th>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21462</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21463</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21464</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21465</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21466</th>\n",
-       "      <td>0.185306</td>\n",
-       "      <td>0.194861</td>\n",
-       "      <td>-9.554614e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21467</th>\n",
-       "      <td>0.142198</td>\n",
-       "      <td>0.144395</td>\n",
-       "      <td>-2.196808e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21468</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21469</th>\n",
-       "      <td>0.227403</td>\n",
-       "      <td>0.231669</td>\n",
-       "      <td>-4.265455e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21470</th>\n",
-       "      <td>0.164471</td>\n",
-       "      <td>0.169051</td>\n",
-       "      <td>-4.580157e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21471</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21472</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21473</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21474</th>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21475</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21476</th>\n",
-       "      <td>0.122956</td>\n",
-       "      <td>0.127077</td>\n",
-       "      <td>-4.121045e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21477</th>\n",
-       "      <td>0.174835</td>\n",
-       "      <td>0.174377</td>\n",
-       "      <td>4.581602e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21478</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21479</th>\n",
-       "      <td>0.083800</td>\n",
-       "      <td>0.086617</td>\n",
-       "      <td>-2.816632e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21480</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21481</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21482</th>\n",
-       "      <td>0.117228</td>\n",
-       "      <td>0.117965</td>\n",
-       "      <td>-7.369578e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21483</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21484</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21485</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21486</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21487</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21488</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21489</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21490</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21491</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21492</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21493</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21494</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21495</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21496</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21497</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21498</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21499</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21500</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21501</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21502</th>\n",
-       "      <td>0.104709</td>\n",
-       "      <td>0.104881</td>\n",
-       "      <td>-1.723178e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21503</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21504</th>\n",
-       "      <td>0.119236</td>\n",
-       "      <td>0.119133</td>\n",
-       "      <td>1.033490e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21505</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21506</th>\n",
-       "      <td>0.225769</td>\n",
-       "      <td>0.225676</td>\n",
-       "      <td>9.322734e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21507</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21508</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21509</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21510</th>\n",
-       "      <td>0.058559</td>\n",
-       "      <td>0.059468</td>\n",
-       "      <td>-9.094401e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21511</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21512</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21513</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21514</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21515</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21516</th>\n",
-       "      <td>0.202868</td>\n",
-       "      <td>0.204982</td>\n",
-       "      <td>-2.113790e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21517</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21518</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21519</th>\n",
-       "      <td>0.193255</td>\n",
-       "      <td>0.194861</td>\n",
-       "      <td>-1.606585e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21520</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21521</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21522</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21523</th>\n",
-       "      <td>0.096487</td>\n",
-       "      <td>0.097991</td>\n",
-       "      <td>-1.503646e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21524</th>\n",
-       "      <td>0.154188</td>\n",
-       "      <td>0.134971</td>\n",
-       "      <td>1.921729e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21525</th>\n",
-       "      <td>0.106669</td>\n",
-       "      <td>0.106121</td>\n",
-       "      <td>5.486013e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21526</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21527</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21528</th>\n",
-       "      <td>0.181407</td>\n",
-       "      <td>0.181403</td>\n",
-       "      <td>4.324575e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21529</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21530</th>\n",
-       "      <td>0.179508</td>\n",
-       "      <td>0.180313</td>\n",
-       "      <td>-8.051096e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21531</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21532</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21533</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21534</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21535</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21536</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21537</th>\n",
-       "      <td>0.064492</td>\n",
-       "      <td>0.061386</td>\n",
-       "      <td>3.106305e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21538</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21539</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21540</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21541</th>\n",
-       "      <td>0.055391</td>\n",
-       "      <td>0.046383</td>\n",
-       "      <td>9.007767e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21542</th>\n",
-       "      <td>0.182611</td>\n",
-       "      <td>0.186903</td>\n",
-       "      <td>-4.292642e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21543</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21544</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21545</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21546</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21547</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21548</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21549</th>\n",
-       "      <td>0.288202</td>\n",
-       "      <td>0.289283</td>\n",
-       "      <td>-1.081261e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21550</th>\n",
-       "      <td>0.122223</td>\n",
-       "      <td>0.122188</td>\n",
-       "      <td>3.499250e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21551</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21552</th>\n",
-       "      <td>0.165536</td>\n",
-       "      <td>0.170461</td>\n",
-       "      <td>-4.924587e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21553</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21554</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21555</th>\n",
-       "      <td>0.228214</td>\n",
-       "      <td>0.235899</td>\n",
-       "      <td>-7.684592e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21556</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21557</th>\n",
-       "      <td>0.103113</td>\n",
-       "      <td>0.103909</td>\n",
-       "      <td>-7.965898e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21558</th>\n",
-       "      <td>0.090337</td>\n",
-       "      <td>0.089341</td>\n",
-       "      <td>9.961570e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21559</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21560</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21561</th>\n",
-       "      <td>0.340393</td>\n",
-       "      <td>0.337050</td>\n",
-       "      <td>3.343282e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21562</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21563</th>\n",
-       "      <td>0.138735</td>\n",
-       "      <td>0.141574</td>\n",
-       "      <td>-2.839639e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21564</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21565</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21566</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21567</th>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21568</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21569</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>21570</th>\n",
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-       "    <tr>\n",
-       "      <th>21571</th>\n",
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-       "    <tr>\n",
-       "      <th>21572</th>\n",
-       "      <td>0.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>21573</th>\n",
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-       "    <tr>\n",
-       "      <th>21574</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21575</th>\n",
-       "      <td>0.182025</td>\n",
-       "      <td>0.181704</td>\n",
-       "      <td>3.210333e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21576</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21577</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21578</th>\n",
-       "      <td>0.013675</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.367501e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21579</th>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21580</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21581</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21582</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21583</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
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-       "    <tr>\n",
-       "      <th>21584</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21585</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21586</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21587</th>\n",
-       "      <td>0.191334</td>\n",
-       "      <td>0.204172</td>\n",
-       "      <td>-1.283766e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21588</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21589</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21590</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21591</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21592</th>\n",
-       "      <td>0.062304</td>\n",
-       "      <td>0.077220</td>\n",
-       "      <td>-1.491602e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21593</th>\n",
-       "      <td>0.103422</td>\n",
-       "      <td>0.103774</td>\n",
-       "      <td>-3.513667e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21594</th>\n",
-       "      <td>0.292072</td>\n",
-       "      <td>0.299173</td>\n",
-       "      <td>-7.101516e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21595</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21596</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21597</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21598</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21599</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21600</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21601</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21602</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21603</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21604</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21605</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21606</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21607</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21608</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21609</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21610</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21611</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21612</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21613</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21614</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21615</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21616</th>\n",
-       "      <td>0.286976</td>\n",
-       "      <td>0.295539</td>\n",
-       "      <td>-8.562592e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21617</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21618</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21619</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21620</th>\n",
-       "      <td>0.290558</td>\n",
-       "      <td>0.291016</td>\n",
-       "      <td>-4.572608e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21621</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21622</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21623</th>\n",
-       "      <td>0.149952</td>\n",
-       "      <td>0.153923</td>\n",
-       "      <td>-3.970652e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21624</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21625</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21626</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21627</th>\n",
-       "      <td>0.011221</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.122150e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21628</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21629</th>\n",
-       "      <td>0.258120</td>\n",
-       "      <td>0.273172</td>\n",
-       "      <td>-1.505274e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21630</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21631</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21632</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21633</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21634</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21635</th>\n",
-       "      <td>0.115211</td>\n",
-       "      <td>0.123210</td>\n",
-       "      <td>-7.999612e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21636</th>\n",
-       "      <td>0.502326</td>\n",
-       "      <td>0.511270</td>\n",
-       "      <td>-8.944386e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21637</th>\n",
-       "      <td>0.106183</td>\n",
-       "      <td>0.103068</td>\n",
-       "      <td>3.115126e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21638</th>\n",
-       "      <td>0.274602</td>\n",
-       "      <td>0.274864</td>\n",
-       "      <td>-2.621657e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21639</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21640</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21641</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21642</th>\n",
-       "      <td>0.373258</td>\n",
-       "      <td>0.376107</td>\n",
-       "      <td>-2.849601e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21643</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21644</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21645</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21646</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21647</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21648</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21649</th>\n",
-       "      <td>0.180289</td>\n",
-       "      <td>0.181279</td>\n",
-       "      <td>-9.899064e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21650</th>\n",
-       "      <td>0.400213</td>\n",
-       "      <td>0.408223</td>\n",
-       "      <td>-8.010129e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21651</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21652</th>\n",
-       "      <td>0.489284</td>\n",
-       "      <td>0.489446</td>\n",
-       "      <td>-1.626122e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21653</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21654</th>\n",
-       "      <td>0.171473</td>\n",
-       "      <td>0.170484</td>\n",
-       "      <td>9.890245e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21655</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21656</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21657</th>\n",
-       "      <td>0.301298</td>\n",
-       "      <td>0.301385</td>\n",
-       "      <td>-8.743891e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21658</th>\n",
-       "      <td>0.284494</td>\n",
-       "      <td>0.286781</td>\n",
-       "      <td>-2.286186e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21659</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21660</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21661</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21662</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21663</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21664</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21665</th>\n",
-       "      <td>0.340617</td>\n",
-       "      <td>0.342886</td>\n",
-       "      <td>-2.269111e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21666</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21667</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21668</th>\n",
-       "      <td>0.139566</td>\n",
-       "      <td>0.143884</td>\n",
-       "      <td>-4.317698e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21669</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21670</th>\n",
-       "      <td>0.161488</td>\n",
-       "      <td>0.162779</td>\n",
-       "      <td>-1.290964e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21671</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21672</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21673</th>\n",
-       "      <td>0.074190</td>\n",
-       "      <td>0.076205</td>\n",
-       "      <td>-2.015379e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21674</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21675</th>\n",
-       "      <td>0.181857</td>\n",
-       "      <td>0.177880</td>\n",
-       "      <td>3.977252e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21676</th>\n",
-       "      <td>0.105965</td>\n",
-       "      <td>0.109979</td>\n",
-       "      <td>-4.014365e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21677</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21678</th>\n",
-       "      <td>0.081698</td>\n",
-       "      <td>0.081070</td>\n",
-       "      <td>6.280678e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21679</th>\n",
-       "      <td>0.150283</td>\n",
-       "      <td>0.150120</td>\n",
-       "      <td>1.630231e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21680</th>\n",
-       "      <td>0.184976</td>\n",
-       "      <td>0.187455</td>\n",
-       "      <td>-2.478935e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21681</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21682</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21683</th>\n",
-       "      <td>0.067962</td>\n",
-       "      <td>0.067444</td>\n",
-       "      <td>5.179252e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21684</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21685</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21686</th>\n",
-       "      <td>0.115217</td>\n",
-       "      <td>0.118031</td>\n",
-       "      <td>-2.814342e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21687</th>\n",
-       "      <td>0.102288</td>\n",
-       "      <td>0.102155</td>\n",
-       "      <td>1.330243e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21688</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21689</th>\n",
-       "      <td>0.178430</td>\n",
-       "      <td>0.172067</td>\n",
-       "      <td>6.362428e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21690</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21691</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21692</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21693</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21694</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21695</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21696</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21697</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21698</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21699</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21700</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21701</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21702</th>\n",
-       "      <td>0.094865</td>\n",
-       "      <td>0.094869</td>\n",
-       "      <td>-3.789870e-06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21703</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21704</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21705</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21706</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21707</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21708</th>\n",
-       "      <td>0.058683</td>\n",
-       "      <td>0.052161</td>\n",
-       "      <td>6.522456e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21709</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21710</th>\n",
-       "      <td>0.054992</td>\n",
-       "      <td>0.056553</td>\n",
-       "      <td>-1.560742e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21711</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21712</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21713</th>\n",
-       "      <td>0.332129</td>\n",
-       "      <td>0.343152</td>\n",
-       "      <td>-1.102230e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21714</th>\n",
-       "      <td>0.175039</td>\n",
-       "      <td>0.174927</td>\n",
-       "      <td>1.118202e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21715</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21716</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21717</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21718</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21719</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21720</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21721</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21722</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21723</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21724</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21725</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21726</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21727</th>\n",
-       "      <td>0.245452</td>\n",
-       "      <td>0.248593</td>\n",
-       "      <td>-3.141452e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21728</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21729</th>\n",
-       "      <td>0.147376</td>\n",
-       "      <td>0.146584</td>\n",
-       "      <td>7.922702e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21730</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21731</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21732</th>\n",
-       "      <td>0.261811</td>\n",
-       "      <td>0.262574</td>\n",
-       "      <td>-7.634553e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21733</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21734</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21735</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21736</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21737</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21738</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21739</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21740</th>\n",
-       "      <td>0.199050</td>\n",
-       "      <td>0.199182</td>\n",
-       "      <td>-1.318713e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21741</th>\n",
-       "      <td>0.236289</td>\n",
-       "      <td>0.252727</td>\n",
-       "      <td>-1.643751e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21742</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21743</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21744</th>\n",
-       "      <td>0.101632</td>\n",
-       "      <td>0.091705</td>\n",
-       "      <td>9.927218e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21745</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21746</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21747</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21748</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21749</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21750</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21751</th>\n",
-       "      <td>0.217425</td>\n",
-       "      <td>0.217897</td>\n",
-       "      <td>-4.718130e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21752</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21753</th>\n",
-       "      <td>0.095280</td>\n",
-       "      <td>0.095171</td>\n",
-       "      <td>1.091732e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21754</th>\n",
-       "      <td>0.100513</td>\n",
-       "      <td>0.096531</td>\n",
-       "      <td>3.982226e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21755</th>\n",
-       "      <td>0.176052</td>\n",
-       "      <td>0.174046</td>\n",
-       "      <td>2.005461e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21756</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21757</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21758</th>\n",
-       "      <td>0.127104</td>\n",
-       "      <td>0.129743</td>\n",
-       "      <td>-2.638444e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21759</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21760</th>\n",
-       "      <td>0.250746</td>\n",
-       "      <td>0.252230</td>\n",
-       "      <td>-1.483419e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21761</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21762</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21763</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21764</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21765</th>\n",
-       "      <td>0.262427</td>\n",
-       "      <td>0.259077</td>\n",
-       "      <td>3.350607e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21766</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21767</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21768</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21769</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21770</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21771</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21772</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21773</th>\n",
-       "      <td>0.748322</td>\n",
-       "      <td>0.754713</td>\n",
-       "      <td>-6.391127e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21774</th>\n",
-       "      <td>0.278975</td>\n",
-       "      <td>0.271579</td>\n",
-       "      <td>7.396744e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21775</th>\n",
-       "      <td>0.187808</td>\n",
-       "      <td>0.191174</td>\n",
-       "      <td>-3.366334e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21776</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21777</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21778</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21779</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21780</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21781</th>\n",
-       "      <td>0.054884</td>\n",
-       "      <td>0.055646</td>\n",
-       "      <td>-7.619074e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21782</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21783</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21784</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21785</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21786</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21787</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21788</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21789</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21790</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21791</th>\n",
-       "      <td>0.162746</td>\n",
-       "      <td>0.166105</td>\n",
-       "      <td>-3.358506e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21792</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21793</th>\n",
-       "      <td>0.451441</td>\n",
-       "      <td>0.447856</td>\n",
-       "      <td>3.585647e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21794</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21795</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21796</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21797</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21798</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21799</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21800</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21801</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21802</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21803</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21804</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21805</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21806</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21807</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21808</th>\n",
-       "      <td>0.294200</td>\n",
-       "      <td>0.295555</td>\n",
-       "      <td>-1.355599e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21809</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21810</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21811</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21812</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21813</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21814</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21815</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21816</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21817</th>\n",
-       "      <td>0.008264</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.263883e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21818</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21819</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21820</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21821</th>\n",
-       "      <td>0.290103</td>\n",
-       "      <td>0.297845</td>\n",
-       "      <td>-7.741274e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21822</th>\n",
-       "      <td>0.046315</td>\n",
-       "      <td>0.048759</td>\n",
-       "      <td>-2.443683e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21823</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21824</th>\n",
-       "      <td>0.469867</td>\n",
-       "      <td>0.481690</td>\n",
-       "      <td>-1.182256e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21825</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21826</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21827</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21828</th>\n",
-       "      <td>0.206428</td>\n",
-       "      <td>0.210100</td>\n",
-       "      <td>-3.671541e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21829</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21830</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21831</th>\n",
-       "      <td>0.064079</td>\n",
-       "      <td>0.063806</td>\n",
-       "      <td>2.721732e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21832</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21833</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21834</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21835</th>\n",
-       "      <td>0.154590</td>\n",
-       "      <td>0.153338</td>\n",
-       "      <td>1.252789e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21836</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21837</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21838</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21839</th>\n",
-       "      <td>0.010414</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.041437e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21840</th>\n",
-       "      <td>0.088811</td>\n",
-       "      <td>0.096326</td>\n",
-       "      <td>-7.515479e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21841</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21842</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21843</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21844</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21845</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21846</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21847</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21848</th>\n",
-       "      <td>0.226612</td>\n",
-       "      <td>0.227328</td>\n",
-       "      <td>-7.155986e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21849</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21850</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21851</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21852</th>\n",
-       "      <td>0.059225</td>\n",
-       "      <td>0.057081</td>\n",
-       "      <td>2.143733e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21853</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21854</th>\n",
-       "      <td>0.071729</td>\n",
-       "      <td>0.068907</td>\n",
-       "      <td>2.822908e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21855</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21856</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21857</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21858</th>\n",
-       "      <td>0.193021</td>\n",
-       "      <td>0.190460</td>\n",
-       "      <td>2.561219e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21859</th>\n",
-       "      <td>0.178889</td>\n",
-       "      <td>0.185965</td>\n",
-       "      <td>-7.075942e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21860</th>\n",
-       "      <td>0.092873</td>\n",
-       "      <td>0.095972</td>\n",
-       "      <td>-3.098996e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21861</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21862</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21863</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21864</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21865</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21866</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21867</th>\n",
-       "      <td>0.091143</td>\n",
-       "      <td>0.092238</td>\n",
-       "      <td>-1.095195e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21868</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21869</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21870</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21871</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21872</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21873</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21874</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21875</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21876</th>\n",
-       "      <td>0.102652</td>\n",
-       "      <td>0.101226</td>\n",
-       "      <td>1.425694e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21877</th>\n",
-       "      <td>0.193839</td>\n",
-       "      <td>0.216112</td>\n",
-       "      <td>-2.227362e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21878</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21879</th>\n",
-       "      <td>0.283507</td>\n",
-       "      <td>0.282500</td>\n",
-       "      <td>1.006874e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21880</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21881</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21882</th>\n",
-       "      <td>0.146773</td>\n",
-       "      <td>0.147011</td>\n",
-       "      <td>-2.387232e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21883</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21884</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21885</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21886</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21887</th>\n",
-       "      <td>0.009260</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>9.260202e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21888</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21889</th>\n",
-       "      <td>0.215618</td>\n",
-       "      <td>0.215082</td>\n",
-       "      <td>5.361610e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21890</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21891</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21892</th>\n",
-       "      <td>0.107687</td>\n",
-       "      <td>0.111941</td>\n",
-       "      <td>-4.254232e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21893</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21894</th>\n",
-       "      <td>0.097534</td>\n",
-       "      <td>0.098400</td>\n",
-       "      <td>-8.657273e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21895</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21896</th>\n",
-       "      <td>0.153272</td>\n",
-       "      <td>0.155456</td>\n",
-       "      <td>-2.184235e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21897</th>\n",
-       "      <td>0.102397</td>\n",
-       "      <td>0.102912</td>\n",
-       "      <td>-5.148438e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21898</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21899</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21900</th>\n",
-       "      <td>0.162303</td>\n",
-       "      <td>0.164788</td>\n",
-       "      <td>-2.485083e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21901</th>\n",
-       "      <td>0.139394</td>\n",
-       "      <td>0.139562</td>\n",
-       "      <td>-1.677618e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21902</th>\n",
-       "      <td>0.303033</td>\n",
-       "      <td>0.305256</td>\n",
-       "      <td>-2.223023e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21903</th>\n",
-       "      <td>0.332934</td>\n",
-       "      <td>0.336974</td>\n",
-       "      <td>-4.040275e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21904</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21905</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21906</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21907</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21908</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21909</th>\n",
-       "      <td>0.153294</td>\n",
-       "      <td>0.153655</td>\n",
-       "      <td>-3.606654e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21910</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21911</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21912</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21913</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21914</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21915</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21916</th>\n",
-       "      <td>0.660039</td>\n",
-       "      <td>0.672088</td>\n",
-       "      <td>-1.204824e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21917</th>\n",
-       "      <td>0.107117</td>\n",
-       "      <td>0.112830</td>\n",
-       "      <td>-5.713396e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21918</th>\n",
-       "      <td>0.353916</td>\n",
-       "      <td>0.355724</td>\n",
-       "      <td>-1.807856e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21919</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21920</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21921</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21922</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21923</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21924</th>\n",
-       "      <td>0.008891</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.890943e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21925</th>\n",
-       "      <td>0.139290</td>\n",
-       "      <td>0.138676</td>\n",
-       "      <td>6.136705e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21926</th>\n",
-       "      <td>0.474935</td>\n",
-       "      <td>0.474271</td>\n",
-       "      <td>6.640449e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21927</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21928</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21929</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21930</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21931</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21932</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21933</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21934</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21935</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21936</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21937</th>\n",
-       "      <td>0.008309</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>8.308631e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21938</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21939</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21940</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21941</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21942</th>\n",
-       "      <td>0.200473</td>\n",
-       "      <td>0.210990</td>\n",
-       "      <td>-1.051729e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21943</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21944</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21945</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21946</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21947</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21948</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21949</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21950</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21951</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21952</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21953</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21955</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21956</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21957</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21958</th>\n",
-       "      <td>0.237115</td>\n",
-       "      <td>0.237702</td>\n",
-       "      <td>-5.866526e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21959</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21960</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21961</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21962</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21963</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21964</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21965</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21966</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21967</th>\n",
-       "      <td>0.273320</td>\n",
-       "      <td>0.279688</td>\n",
-       "      <td>-6.368307e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21968</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21969</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21970</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21971</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21972</th>\n",
-       "      <td>0.081319</td>\n",
-       "      <td>0.084938</td>\n",
-       "      <td>-3.619280e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21973</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21974</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21975</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21976</th>\n",
-       "      <td>0.322002</td>\n",
-       "      <td>0.336355</td>\n",
-       "      <td>-1.435289e-02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21977</th>\n",
-       "      <td>0.644254</td>\n",
-       "      <td>0.648395</td>\n",
-       "      <td>-4.140596e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21978</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21979</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21980</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21981</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21982</th>\n",
-       "      <td>0.214768</td>\n",
-       "      <td>0.208702</td>\n",
-       "      <td>6.065671e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21983</th>\n",
-       "      <td>0.144427</td>\n",
-       "      <td>0.144439</td>\n",
-       "      <td>-1.234158e-05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21984</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21985</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21986</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21987</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21988</th>\n",
-       "      <td>0.159273</td>\n",
-       "      <td>0.161578</td>\n",
-       "      <td>-2.305113e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21989</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21990</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21991</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21992</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21993</th>\n",
-       "      <td>0.155939</td>\n",
-       "      <td>0.156941</td>\n",
-       "      <td>-1.001925e-03</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21994</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21995</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21996</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21997</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21998</th>\n",
-       "      <td>0.353981</td>\n",
-       "      <td>0.354660</td>\n",
-       "      <td>-6.788599e-04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21999</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "        betahat   betasim          difs\n",
-       "0      0.000000  0.000000  0.000000e+00\n",
-       "1      0.128279  0.131318 -3.038679e-03\n",
-       "2      0.000000  0.000000  0.000000e+00\n",
-       "3      0.000000  0.000000  0.000000e+00\n",
-       "4      0.000000  0.000000  0.000000e+00\n",
-       "5      0.127938  0.129668 -1.729264e-03\n",
-       "6      0.000000  0.000000  0.000000e+00\n",
-       "7      0.243195  0.247196 -4.001340e-03\n",
-       "8      0.000000  0.000000  0.000000e+00\n",
-       "9      0.000000  0.000000  0.000000e+00\n",
-       "10     0.000000  0.000000  0.000000e+00\n",
-       "11     0.000000  0.000000  0.000000e+00\n",
-       "12     0.000000  0.000000  0.000000e+00\n",
-       "13     0.150537  0.150057  4.808690e-04\n",
-       "14     0.000000  0.000000  0.000000e+00\n",
-       "15     0.000000  0.000000  0.000000e+00\n",
-       "16     0.090169  0.094801 -4.632275e-03\n",
-       "17     0.164237  0.177690 -1.345374e-02\n",
-       "18     0.000000  0.000000  0.000000e+00\n",
-       "19     0.075023  0.077765 -2.742199e-03\n",
-       "20     0.000000  0.000000  0.000000e+00\n",
-       "21     0.000000  0.000000  0.000000e+00\n",
-       "22     0.092884  0.091782  1.102226e-03\n",
-       "23     0.268356  0.277620 -9.264217e-03\n",
-       "24     0.000000  0.000000  0.000000e+00\n",
-       "25     0.165128  0.166682 -1.554256e-03\n",
-       "26     0.000000  0.000000  0.000000e+00\n",
-       "27     0.000000  0.000000  0.000000e+00\n",
-       "28     0.000000  0.000000  0.000000e+00\n",
-       "29     0.156457  0.139153  1.730369e-02\n",
-       "30     0.000000  0.000000  0.000000e+00\n",
-       "31     0.251490  0.257487 -5.996633e-03\n",
-       "32     0.000000  0.000000  0.000000e+00\n",
-       "33     0.049987  0.053695 -3.708116e-03\n",
-       "34     0.000000  0.000000  0.000000e+00\n",
-       "35     0.243079  0.243292 -2.138681e-04\n",
-       "36     0.161507  0.163038 -1.530137e-03\n",
-       "37     0.000000  0.000000  0.000000e+00\n",
-       "38     0.008817  0.000000  8.816700e-03\n",
-       "39     0.000000  0.000000  0.000000e+00\n",
-       "40     0.000000  0.000000  0.000000e+00\n",
-       "41     0.007222  0.000000  7.222428e-03\n",
-       "42     0.000000  0.000000  0.000000e+00\n",
-       "43     0.000000  0.000000  0.000000e+00\n",
-       "44     0.486578  0.485621  9.571814e-04\n",
-       "45     0.000000  0.000000  0.000000e+00\n",
-       "46     0.000000  0.000000  0.000000e+00\n",
-       "47     0.000000  0.000000  0.000000e+00\n",
-       "48     0.000000  0.000000  0.000000e+00\n",
-       "49     0.000000  0.000000  0.000000e+00\n",
-       "50     0.000000  0.000000  0.000000e+00\n",
-       "51     0.000000  0.000000  0.000000e+00\n",
-       "52     0.125759  0.132402 -6.642764e-03\n",
-       "53     0.000000  0.000000  0.000000e+00\n",
-       "54     0.000000  0.000000  0.000000e+00\n",
-       "55     0.165035  0.172380 -7.344492e-03\n",
-       "56     0.000000  0.000000  0.000000e+00\n",
-       "57     0.074058  0.073872  1.859646e-04\n",
-       "58     0.000000  0.000000  0.000000e+00\n",
-       "59     0.008455  0.000000  8.454854e-03\n",
-       "60     0.444144  0.450159 -6.015062e-03\n",
-       "61     0.164350  0.165233 -8.830936e-04\n",
-       "62     0.000000  0.000000  0.000000e+00\n",
-       "63     0.000000  0.000000  0.000000e+00\n",
-       "64     0.000000  0.000000  0.000000e+00\n",
-       "65     0.000000  0.000000  0.000000e+00\n",
-       "66     0.000000  0.000000  0.000000e+00\n",
-       "67     0.000000  0.000000  0.000000e+00\n",
-       "68     0.118504  0.121201 -2.696233e-03\n",
-       "69     0.349879  0.356461 -6.581702e-03\n",
-       "70     0.000000  0.000000  0.000000e+00\n",
-       "71     0.191162  0.185754  5.408060e-03\n",
-       "72     0.000000  0.000000  0.000000e+00\n",
-       "73     0.000000  0.000000  0.000000e+00\n",
-       "74     0.323535  0.320051  3.484735e-03\n",
-       "75     0.000000  0.000000  0.000000e+00\n",
-       "76     0.495332  0.507829 -1.249687e-02\n",
-       "77     0.000000  0.000000  0.000000e+00\n",
-       "78     0.100627  0.101861 -1.234562e-03\n",
-       "79     0.000000  0.000000  0.000000e+00\n",
-       "80     0.000000  0.000000  0.000000e+00\n",
-       "81     0.000000  0.000000  0.000000e+00\n",
-       "82     0.000000  0.000000  0.000000e+00\n",
-       "83     0.104312  0.107107 -2.794811e-03\n",
-       "84     0.122464  0.120362  2.101857e-03\n",
-       "85     0.557166  0.563282 -6.116682e-03\n",
-       "86     0.000000  0.000000  0.000000e+00\n",
-       "87     0.000000  0.000000  0.000000e+00\n",
-       "88     0.000000  0.000000  0.000000e+00\n",
-       "89     0.159443  0.159452 -8.116315e-06\n",
-       "90     0.147113  0.147857 -7.440029e-04\n",
-       "91     0.088687  0.094282 -5.594726e-03\n",
-       "92     0.000000  0.000000  0.000000e+00\n",
-       "93     0.000000  0.000000  0.000000e+00\n",
-       "94     0.000000  0.000000  0.000000e+00\n",
-       "95     0.274726  0.269234  5.491381e-03\n",
-       "96     0.000000  0.000000  0.000000e+00\n",
-       "97     0.000000  0.000000  0.000000e+00\n",
-       "98     0.000000  0.000000  0.000000e+00\n",
-       "99     0.000000  0.000000  0.000000e+00\n",
-       "100    0.000000  0.000000  0.000000e+00\n",
-       "101    0.000000  0.000000  0.000000e+00\n",
-       "102    0.117888  0.117801  8.698643e-05\n",
-       "103    0.493038  0.502815 -9.776572e-03\n",
-       "104    0.147311  0.153557 -6.246196e-03\n",
-       "105    0.000000  0.000000  0.000000e+00\n",
-       "106    0.259759  0.256271  3.487944e-03\n",
-       "107    0.551572  0.551904 -3.315613e-04\n",
-       "108    0.000000  0.000000  0.000000e+00\n",
-       "109    0.000000  0.000000  0.000000e+00\n",
-       "110    0.180688  0.180487  2.003287e-04\n",
-       "111    0.000000  0.000000  0.000000e+00\n",
-       "112    0.000000  0.000000  0.000000e+00\n",
-       "113    0.000000  0.000000  0.000000e+00\n",
-       "114    0.000000  0.000000  0.000000e+00\n",
-       "115    0.000000  0.000000  0.000000e+00\n",
-       "116    0.000000  0.000000  0.000000e+00\n",
-       "117    0.000000  0.000000  0.000000e+00\n",
-       "118    0.000000  0.000000  0.000000e+00\n",
-       "119    0.000000  0.000000  0.000000e+00\n",
-       "120    0.000000  0.000000  0.000000e+00\n",
-       "121    0.000000  0.000000  0.000000e+00\n",
-       "122    0.000000  0.000000  0.000000e+00\n",
-       "123    0.000000  0.000000  0.000000e+00\n",
-       "124    0.000000  0.000000  0.000000e+00\n",
-       "125    0.048987  0.072339 -2.335131e-02\n",
-       "126    0.000000  0.000000  0.000000e+00\n",
-       "127    0.000000  0.000000  0.000000e+00\n",
-       "128    0.291220  0.309860 -1.863914e-02\n",
-       "129    0.000000  0.000000  0.000000e+00\n",
-       "130    0.000000  0.000000  0.000000e+00\n",
-       "131    0.134687  0.172242 -3.755466e-02\n",
-       "132    0.150643  0.151748 -1.105603e-03\n",
-       "133    0.446441  0.455507 -9.065064e-03\n",
-       "134    0.000000  0.000000  0.000000e+00\n",
-       "135    0.000000  0.000000  0.000000e+00\n",
-       "136    0.000000  0.000000  0.000000e+00\n",
-       "137    0.069145  0.070775 -1.630073e-03\n",
-       "138    0.200667  0.205069 -4.402027e-03\n",
-       "139    0.000000  0.000000  0.000000e+00\n",
-       "140    0.000000  0.000000  0.000000e+00\n",
-       "141    0.000000  0.000000  0.000000e+00\n",
-       "142    0.000000  0.000000  0.000000e+00\n",
-       "143    0.199379  0.202360 -2.981121e-03\n",
-       "144    0.000000  0.000000  0.000000e+00\n",
-       "145    0.000000  0.000000  0.000000e+00\n",
-       "146    0.000000  0.000000  0.000000e+00\n",
-       "147    0.000000  0.000000  0.000000e+00\n",
-       "148    0.000000  0.000000  0.000000e+00\n",
-       "149    0.309978  0.313817 -3.839267e-03\n",
-       "150    0.000000  0.000000  0.000000e+00\n",
-       "151    0.000000  0.000000  0.000000e+00\n",
-       "152    0.000000  0.000000  0.000000e+00\n",
-       "153    0.000000  0.000000  0.000000e+00\n",
-       "154    0.317859  0.324446 -6.586203e-03\n",
-       "155    0.011779  0.000000  1.177946e-02\n",
-       "156    0.000000  0.000000  0.000000e+00\n",
-       "157    0.000000  0.000000  0.000000e+00\n",
-       "158    0.000000  0.000000  0.000000e+00\n",
-       "159    0.000000  0.000000  0.000000e+00\n",
-       "160    0.000000  0.000000  0.000000e+00\n",
-       "161    0.000000  0.000000  0.000000e+00\n",
-       "162    0.000000  0.000000  0.000000e+00\n",
-       "163    0.000000  0.000000  0.000000e+00\n",
-       "164    0.394788  0.399037 -4.249260e-03\n",
-       "165    0.000000  0.000000  0.000000e+00\n",
-       "166    0.171536  0.171327  2.086488e-04\n",
-       "167    0.209354  0.209677 -3.235939e-04\n",
-       "168    0.000000  0.000000  0.000000e+00\n",
-       "169    0.086997  0.091340 -4.343013e-03\n",
-       "170    0.000000  0.000000  0.000000e+00\n",
-       "171    0.000000  0.000000  0.000000e+00\n",
-       "172    0.000000  0.000000  0.000000e+00\n",
-       "173    0.089558  0.089825 -2.673005e-04\n",
-       "174    0.000000  0.000000  0.000000e+00\n",
-       "175    0.000000  0.000000  0.000000e+00\n",
-       "176    0.000000  0.000000  0.000000e+00\n",
-       "177    0.413619  0.415315 -1.695648e-03\n",
-       "178    0.000000  0.000000  0.000000e+00\n",
-       "179    0.000000  0.000000  0.000000e+00\n",
-       "180    0.000000  0.000000  0.000000e+00\n",
-       "181    0.102786  0.098941  3.845328e-03\n",
-       "182    0.000000  0.000000  0.000000e+00\n",
-       "183    0.080488  0.080927 -4.387518e-04\n",
-       "184    0.000000  0.000000  0.000000e+00\n",
-       "185    0.000000  0.000000  0.000000e+00\n",
-       "186    0.000000  0.000000  0.000000e+00\n",
-       "187    0.067733  0.073905 -6.171501e-03\n",
-       "188    0.000000  0.000000  0.000000e+00\n",
-       "189    0.000000  0.000000  0.000000e+00\n",
-       "190    0.000000  0.000000  0.000000e+00\n",
-       "191    0.000000  0.000000  0.000000e+00\n",
-       "192    0.033287  0.000000  3.328682e-02\n",
-       "193    0.000000  0.000000  0.000000e+00\n",
-       "194    0.000000  0.000000  0.000000e+00\n",
-       "195    0.227445  0.230944 -3.498579e-03\n",
-       "196    0.119103  0.120066 -9.632146e-04\n",
-       "197    0.000000  0.000000  0.000000e+00\n",
-       "198    0.000000  0.000000  0.000000e+00\n",
-       "199    0.144631  0.151259 -6.627448e-03\n",
-       "200    0.175081  0.176913 -1.832316e-03\n",
-       "201    0.000000  0.000000  0.000000e+00\n",
-       "202    0.710520  0.720664 -1.014401e-02\n",
-       "203    0.000000  0.000000  0.000000e+00\n",
-       "204    0.000000  0.000000  0.000000e+00\n",
-       "205    0.000000  0.000000  0.000000e+00\n",
-       "206    0.000000  0.000000  0.000000e+00\n",
-       "207    0.000000  0.000000  0.000000e+00\n",
-       "208    0.000000  0.000000  0.000000e+00\n",
-       "209    0.000000  0.000000  0.000000e+00\n",
-       "210    0.000000  0.000000  0.000000e+00\n",
-       "211    0.000000  0.000000  0.000000e+00\n",
-       "212    0.000000  0.000000  0.000000e+00\n",
-       "213    0.221331  0.223468 -2.137043e-03\n",
-       "214    0.247366  0.251148 -3.781209e-03\n",
-       "215    0.336692  0.343187 -6.494873e-03\n",
-       "216    0.279282  0.289020 -9.737859e-03\n",
-       "217    0.000000  0.000000  0.000000e+00\n",
-       "218    0.000000  0.000000  0.000000e+00\n",
-       "219    0.000000  0.000000  0.000000e+00\n",
-       "220    0.000000  0.000000  0.000000e+00\n",
-       "221    0.000000  0.000000  0.000000e+00\n",
-       "222    0.000000  0.000000  0.000000e+00\n",
-       "223    0.194534  0.194618 -8.455834e-05\n",
-       "224    0.000000  0.000000  0.000000e+00\n",
-       "225    0.000000  0.000000  0.000000e+00\n",
-       "226    0.000000  0.000000  0.000000e+00\n",
-       "227    0.032740  0.000000  3.274017e-02\n",
-       "228    0.008904  0.000000  8.903958e-03\n",
-       "229    0.118828  0.130042 -1.121409e-02\n",
-       "230    0.008859  0.000000  8.858562e-03\n",
-       "231    0.000000  0.000000  0.000000e+00\n",
-       "232    0.000000  0.000000  0.000000e+00\n",
-       "233    0.000000  0.000000  0.000000e+00\n",
-       "234    0.000000  0.000000  0.000000e+00\n",
-       "235    0.000000  0.000000  0.000000e+00\n",
-       "236    0.114579  0.130924 -1.634477e-02\n",
-       "237    0.000000  0.000000  0.000000e+00\n",
-       "238    0.629259  0.630548 -1.289266e-03\n",
-       "239    0.000000  0.000000  0.000000e+00\n",
-       "240    0.000000  0.000000  0.000000e+00\n",
-       "241    0.000000  0.000000  0.000000e+00\n",
-       "242    0.087806  0.087015  7.911471e-04\n",
-       "243    0.000000  0.000000  0.000000e+00\n",
-       "244    0.138969  0.156991 -1.802203e-02\n",
-       "245    0.000000  0.000000  0.000000e+00\n",
-       "246    0.000000  0.000000  0.000000e+00\n",
-       "247    0.000000  0.000000  0.000000e+00\n",
-       "248    0.000000  0.000000  0.000000e+00\n",
-       "249    0.088829  0.087046  1.782170e-03\n",
-       "250    0.000000  0.000000  0.000000e+00\n",
-       "251    0.215184  0.215786 -6.020030e-04\n",
-       "252    0.000000  0.000000  0.000000e+00\n",
-       "253    0.000000  0.000000  0.000000e+00\n",
-       "254    0.000000  0.000000  0.000000e+00\n",
-       "255    0.000000  0.000000  0.000000e+00\n",
-       "256    0.000000  0.000000  0.000000e+00\n",
-       "257    0.000000  0.000000  0.000000e+00\n",
-       "258    0.000000  0.000000  0.000000e+00\n",
-       "259    0.000000  0.000000  0.000000e+00\n",
-       "260    0.000000  0.000000  0.000000e+00\n",
-       "261    0.263179  0.274860 -1.168107e-02\n",
-       "262    0.000000  0.000000  0.000000e+00\n",
-       "263    0.000000  0.000000  0.000000e+00\n",
-       "264    0.000000  0.000000  0.000000e+00\n",
-       "265    0.000000  0.000000  0.000000e+00\n",
-       "266    0.000000  0.000000  0.000000e+00\n",
-       "267    0.000000  0.000000  0.000000e+00\n",
-       "268    0.104721  0.105795 -1.073945e-03\n",
-       "269    0.000000  0.000000  0.000000e+00\n",
-       "270    0.217497  0.220695 -3.197302e-03\n",
-       "271    0.000000  0.000000  0.000000e+00\n",
-       "272    0.000000  0.000000  0.000000e+00\n",
-       "273    0.000000  0.000000  0.000000e+00\n",
-       "274    0.000000  0.000000  0.000000e+00\n",
-       "275    0.000000  0.000000  0.000000e+00\n",
-       "276    0.000000  0.000000  0.000000e+00\n",
-       "277    0.000000  0.000000  0.000000e+00\n",
-       "278    0.000000  0.000000  0.000000e+00\n",
-       "279    0.000000  0.000000  0.000000e+00\n",
-       "280    0.238557  0.238502  5.453519e-05\n",
-       "281    0.000000  0.000000  0.000000e+00\n",
-       "282    0.000000  0.000000  0.000000e+00\n",
-       "283    0.000000  0.000000  0.000000e+00\n",
-       "284    0.000000  0.000000  0.000000e+00\n",
-       "285    0.121361  0.119000  2.361060e-03\n",
-       "286    0.000000  0.000000  0.000000e+00\n",
-       "287    0.000000  0.000000  0.000000e+00\n",
-       "288    0.000000  0.000000  0.000000e+00\n",
-       "289    0.157803  0.160863 -3.059531e-03\n",
-       "290    0.000000  0.000000  0.000000e+00\n",
-       "291    0.000000  0.000000  0.000000e+00\n",
-       "292    0.000000  0.000000  0.000000e+00\n",
-       "293    0.346583  0.354758 -8.175120e-03\n",
-       "294    0.000000  0.000000  0.000000e+00\n",
-       "295    0.000000  0.000000  0.000000e+00\n",
-       "296    0.000000  0.000000  0.000000e+00\n",
-       "297    0.000000  0.000000  0.000000e+00\n",
-       "298    0.000000  0.000000  0.000000e+00\n",
-       "299    0.000000  0.000000  0.000000e+00\n",
-       "300    0.000000  0.000000  0.000000e+00\n",
-       "301    0.168762  0.169569 -8.067613e-04\n",
-       "302    0.000000  0.000000  0.000000e+00\n",
-       "303    0.000000  0.000000  0.000000e+00\n",
-       "304    0.000000  0.000000  0.000000e+00\n",
-       "305    0.000000  0.000000  0.000000e+00\n",
-       "306    0.000000  0.000000  0.000000e+00\n",
-       "307    0.000000  0.000000  0.000000e+00\n",
-       "308    0.000000  0.000000  0.000000e+00\n",
-       "309    0.009611  0.000000  9.611181e-03\n",
-       "310    0.000000  0.000000  0.000000e+00\n",
-       "311    0.000000  0.000000  0.000000e+00\n",
-       "312    0.000000  0.000000  0.000000e+00\n",
-       "313    0.000000  0.000000  0.000000e+00\n",
-       "314    0.000000  0.000000  0.000000e+00\n",
-       "315    0.000000  0.000000  0.000000e+00\n",
-       "316    0.298323  0.300226 -1.903383e-03\n",
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-       "1914   0.173534  0.174138 -6.038469e-04\n",
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-       "1936   0.072702  0.067717  4.985030e-03\n",
-       "1937   0.053661  0.071387 -1.772630e-02\n",
-       "1938   0.745639  0.746364 -7.253757e-04\n",
-       "1939   0.000000  0.000000  0.000000e+00\n",
-       "1940   0.000000  0.000000  0.000000e+00\n",
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-       "1942   0.238522  0.248773 -1.025153e-02\n",
-       "1943   0.000000  0.000000  0.000000e+00\n",
-       "1944   0.000000  0.000000  0.000000e+00\n",
-       "1945   0.000000  0.000000  0.000000e+00\n",
-       "1946   0.014788  0.000000  1.478782e-02\n",
-       "1947   0.000000  0.000000  0.000000e+00\n",
-       "1948   0.000000  0.000000  0.000000e+00\n",
-       "1949   0.173983  0.178186 -4.203245e-03\n",
-       "1950   0.000000  0.000000  0.000000e+00\n",
-       "1951   0.112728  0.112059  6.686835e-04\n",
-       "1952   0.073191  0.068527  4.664632e-03\n",
-       "1953   0.331690  0.334054 -2.363788e-03\n",
-       "1954   0.000000  0.000000  0.000000e+00\n",
-       "1955   0.221758  0.231272 -9.513695e-03\n",
-       "1956   0.148257  0.152850 -4.592808e-03\n",
-       "1957   0.000000  0.000000  0.000000e+00\n",
-       "1958   0.000000  0.000000  0.000000e+00\n",
-       "1959   0.229185  0.232135 -2.950402e-03\n",
-       "1960   0.000000  0.000000  0.000000e+00\n",
-       "1961   0.000000  0.000000  0.000000e+00\n",
-       "1962   0.000000  0.000000  0.000000e+00\n",
-       "1963   0.188807  0.186643  2.163723e-03\n",
-       "1964   0.000000  0.000000  0.000000e+00\n",
-       "1965   0.000000  0.000000  0.000000e+00\n",
-       "1966   0.000000  0.000000  0.000000e+00\n",
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-       "1968   0.090883  0.096205 -5.321743e-03\n",
-       "1969   0.000000  0.000000  0.000000e+00\n",
-       "1970   0.000000  0.000000  0.000000e+00\n",
-       "1971   0.000000  0.000000  0.000000e+00\n",
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-       "1973   0.000000  0.000000  0.000000e+00\n",
-       "1974   0.000000  0.000000  0.000000e+00\n",
-       "1975   0.000000  0.000000  0.000000e+00\n",
-       "1976   0.000000  0.000000  0.000000e+00\n",
-       "1977   0.000000  0.000000  0.000000e+00\n",
-       "1978   0.000000  0.000000  0.000000e+00\n",
-       "1979   0.000000  0.000000  0.000000e+00\n",
-       "1980   0.147898  0.164881 -1.698356e-02\n",
-       "1981   0.000000  0.000000  0.000000e+00\n",
-       "1982   0.000000  0.000000  0.000000e+00\n",
-       "1983   0.000000  0.000000  0.000000e+00\n",
-       "1984   0.000000  0.000000  0.000000e+00\n",
-       "1985   0.203711  0.206052 -2.341719e-03\n",
-       "1986   0.084128  0.077721  6.406837e-03\n",
-       "1987   0.000000  0.000000  0.000000e+00\n",
-       "1988   0.185507  0.177436  8.071820e-03\n",
-       "1989   0.000000  0.000000  0.000000e+00\n",
-       "1990   0.194932  0.196738 -1.805786e-03\n",
-       "1991   0.008448  0.000000  8.447758e-03\n",
-       "1992   0.000000  0.000000  0.000000e+00\n",
-       "1993   0.127468  0.128544 -1.075735e-03\n",
-       "1994   0.000000  0.000000  0.000000e+00\n",
-       "1995   0.032037  0.000000  3.203696e-02\n",
-       "1996   0.000000  0.000000  0.000000e+00\n",
-       "1997   0.162402  0.165402 -2.999729e-03\n",
-       "1998   0.000000  0.000000  0.000000e+00\n",
-       "1999   0.000000  0.000000  0.000000e+00\n",
-       "2000   0.000000  0.000000  0.000000e+00\n",
-       "2001   0.000000  0.000000  0.000000e+00\n",
-       "2002   0.000000  0.000000  0.000000e+00\n",
-       "2003   0.000000  0.000000  0.000000e+00\n",
-       "2004   0.351015  0.354279 -3.264126e-03\n",
-       "2005   0.000000  0.000000  0.000000e+00\n",
-       "2006   0.000000  0.000000  0.000000e+00\n",
-       "2007   0.000000  0.000000  0.000000e+00\n",
-       "2008   0.336795  0.337392 -5.967721e-04\n",
-       "2009   0.000000  0.000000  0.000000e+00\n",
-       "2010   0.000000  0.000000  0.000000e+00\n",
-       "2011   0.000000  0.000000  0.000000e+00\n",
-       "2012   0.000000  0.000000  0.000000e+00\n",
-       "2013   0.000000  0.000000  0.000000e+00\n",
-       "2014   0.000000  0.000000  0.000000e+00\n",
-       "2015   0.000000  0.000000  0.000000e+00\n",
-       "2016   0.000000  0.000000  0.000000e+00\n",
-       "2017   0.000000  0.000000  0.000000e+00\n",
-       "2018   0.000000  0.000000  0.000000e+00\n",
-       "2019   0.000000  0.000000  0.000000e+00\n",
-       "2020   0.000000  0.000000  0.000000e+00\n",
-       "2021   0.167587  0.172553 -4.965866e-03\n",
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-       "2026   0.064002  0.065750 -1.748330e-03\n",
-       "2027   0.360963  0.371603 -1.063918e-02\n",
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-       "21977  0.644254  0.648395 -4.140596e-03\n",
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-       "21981  0.000000  0.000000  0.000000e+00\n",
-       "21982  0.214768  0.208702  6.065671e-03\n",
-       "21983  0.144427  0.144439 -1.234158e-05\n",
-       "21984  0.000000  0.000000  0.000000e+00\n",
-       "21985  0.000000  0.000000  0.000000e+00\n",
-       "21986  0.000000  0.000000  0.000000e+00\n",
-       "21987  0.000000  0.000000  0.000000e+00\n",
-       "21988  0.159273  0.161578 -2.305113e-03\n",
-       "21989  0.000000  0.000000  0.000000e+00\n",
-       "21990  0.000000  0.000000  0.000000e+00\n",
-       "21991  0.000000  0.000000  0.000000e+00\n",
-       "21992  0.000000  0.000000  0.000000e+00\n",
-       "21993  0.155939  0.156941 -1.001925e-03\n",
-       "21994  0.000000  0.000000  0.000000e+00\n",
-       "21995  0.000000  0.000000  0.000000e+00\n",
-       "21996  0.000000  0.000000  0.000000e+00\n",
-       "21997  0.000000  0.000000  0.000000e+00\n",
-       "21998  0.353981  0.354660 -6.788599e-04\n",
-       "21999  0.000000  0.000000  0.000000e+00"
-      ]
-     },
-     "execution_count": 120,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ba"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 115,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltamGraph(ba, summary):\n",
-    "    fig, ax = plt.subplots(figsize=(16,8))\n",
-    "    ax.plot(ba.betasim, ba.difs, 'k.')\n",
-    "    plt.xlabel('Beta Sim')\n",
-    "    plt.ylabel('Difs')\n",
-    "    ax.axhline(summary.mn[0])\n",
-    "    ax.axhline(summary.mn[0]+2*summary.sd[0])\n",
-    "    ax.axhline(summary.mn[0]-2*summary.sd[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 118,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 1152x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "blandAltamGraph(ba, summary)"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/Test Dash.ipynb b/Test Dash.ipynb
deleted file mode 100644
index c90f5ca..0000000
--- a/Test Dash.ipynb	
+++ /dev/null
@@ -1,3625 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 87,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from random import seed\n",
-    "from random import sample \n",
-    "from random import randint\n",
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "\n",
-    "seed(123)\n",
-    "from joblib import Parallel, delayed\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 98,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "n = 22\n",
-    "a = 2\n",
-    "b = 4"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 89,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "2"
-      ]
-     },
-     "execution_count": 89,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ns = randint(a, b)\n",
-    "ns"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 90,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([0.38890766, 0.87898467])"
-      ]
-     },
-     "execution_count": 90,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "r = np.random.uniform(1, 0.2, ns)\n",
-    "r"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 91,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([0.13532849, 0.10507154, 0.05367359, 0.16072826, 0.11345146,\n",
-       "       0.08576837, 0.08939794, 0.08731246, 0.07516899, 0.09409891])"
-      ]
-     },
-     "execution_count": 91,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "rn = r/r.sum()\n",
-    "rn"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 92,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[15, 1, 9, 10, 16, 20, 3, 13, 18, 17]"
-      ]
-     },
-     "execution_count": 92,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "id = sample(range(n-1), ns)\n",
-    "id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 93,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
-       "       0., 0., 0., 0., 0.])"
-      ]
-     },
-     "execution_count": 93,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "betas = np.repeat(.0, n, axis=0)\n",
-    "betas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 94,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([0.        , 0.10507154, 0.        , 0.08939794, 0.        ,\n",
-       "       0.        , 0.        , 0.        , 0.        , 0.05367359,\n",
-       "       0.16072826, 0.        , 0.        , 0.08731246, 0.        ,\n",
-       "       0.13532849, 0.11345146, 0.09409891, 0.07516899, 0.        ,\n",
-       "       0.08576837, 0.        ])"
-      ]
-     },
-     "execution_count": 94,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "for index, i in enumerate(id, start = 0):\n",
-    "    betas[i] = rn[index]\n",
-    "\n",
-    "betas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 91,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "df = pd.read_excel('data/LM22Signature.xlsx', sheet_name = 0) \n",
-    "X = df.iloc[:, 1:]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "Gene symbol                       ABCB9\n",
-       "B cells naive                   15.6035\n",
-       "B cells memory                  22.0948\n",
-       "Plasma cells                    653.392\n",
-       "T cells CD8                     24.2237\n",
-       "T cells CD4 naive               35.6715\n",
-       "T cells CD4 memory resting      30.0482\n",
-       "T cells CD4 memory activated    38.4554\n",
-       "T cells follicular helper       17.6048\n",
-       "T cells regulatory (Tregs)      46.0737\n",
-       "T cells gamma delta             19.7157\n",
-       "NK cells resting                21.8637\n",
-       "NK cells activated              16.3961\n",
-       "Monocytes                       20.3094\n",
-       "Macrophages M0                  56.2519\n",
-       "Macrophages M1                  29.3809\n",
-       "Macrophages M2                  40.3903\n",
-       "Dendritic cells resting         123.993\n",
-       "Dendritic cells activated       23.3846\n",
-       "Mast cells resting              53.4668\n",
-       "Mast cells activated            23.6157\n",
-       "Eosinophils                     29.7864\n",
-       "Neutrophils                     33.6791\n",
-       "Name: 1, dtype: object"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df.iloc[1]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 97,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "A = np.dot(X, betas)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 98,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([3.64495908e+01, 4.22783227e+01, 3.10001891e+02, 3.97910579e+01,\n",
-       "       4.57393984e+03, 2.75130638e+02, 1.38451303e+03, 9.91798876e+01,\n",
-       "       1.18249167e+03, 2.39467655e+03, 6.97628858e+02, 4.30762203e+02,\n",
-       "       6.07107536e+02, 8.94301884e+01, 2.12876501e+01, 2.03861609e+02,\n",
-       "       4.85648752e+02, 1.89871496e+03, 6.30441829e+02, 2.50583798e+01,\n",
-       "       8.02021157e+02, 4.03031405e+02, 1.09522926e+02, 7.36045327e+01,\n",
-       "       1.39981516e+02, 2.93931001e+02, 5.37562078e+02, 1.41070256e+01,\n",
-       "       1.93507322e+02, 3.52388704e+02, 1.07814375e+03, 3.31330425e+01,\n",
-       "       7.20313275e+02, 2.44658402e+03, 1.65069343e+02, 9.63461923e+01,\n",
-       "       2.71480501e+01, 6.90416007e+02, 1.44090207e+03, 3.70730252e+02,\n",
-       "       6.12919981e+02, 2.57255637e+02, 3.94107038e+02, 1.74548215e+01,\n",
-       "       1.78580963e+02, 2.36982874e+01, 1.50392977e+02, 1.16424620e+03,\n",
-       "       1.90771138e+03, 1.27222098e+03, 5.00673165e+01, 2.27420818e+01,\n",
-       "       3.85613555e+02, 3.27468867e+01, 4.78681691e+01, 4.40133852e+01,\n",
-       "       1.91186440e+03, 4.44845560e+02, 1.02428915e+03, 2.32621350e+03,\n",
-       "       3.91206585e+02, 1.62429759e+02, 3.74763349e+03, 9.48756489e+02,\n",
-       "       4.44517363e+03, 5.51738676e+03, 1.16786123e+02, 5.82744048e+02,\n",
-       "       4.86217865e+02, 8.19197158e+01, 2.14326201e+02, 6.24858415e+02,\n",
-       "       8.73657437e+02, 8.99054667e+01, 2.26912124e+03, 7.57763000e+02,\n",
-       "       6.86257228e+02, 6.91185798e+02, 2.01467391e+03, 2.16334807e+03,\n",
-       "       1.52177158e+03, 9.78280002e+01, 1.18318298e+03, 2.24673890e+03,\n",
-       "       7.32255113e+02, 2.98945640e+02, 6.51562242e+02, 3.64595530e+03,\n",
-       "       1.18212823e+03, 1.69087422e+02, 1.62393605e+03, 2.72196345e+02,\n",
-       "       2.77509571e+03, 8.44311058e+02, 2.08802443e+03, 9.00678027e+02,\n",
-       "       4.32569507e+02, 1.72561585e+03, 1.05817482e+03, 6.60986626e+01,\n",
-       "       3.22215844e+02, 3.53226060e+02, 7.60323048e+02, 1.99705407e+03,\n",
-       "       5.14327377e+02, 2.97270715e+02, 5.62744554e+01, 1.20770127e+03,\n",
-       "       6.41208740e+02, 6.44014341e+02, 1.19351381e+03, 1.22206047e+03,\n",
-       "       3.50706577e+02, 6.59747843e+02, 1.39400445e+02, 1.56639352e+01,\n",
-       "       3.75655196e+01, 5.81292661e+01, 4.17716402e+01, 1.40544422e+02,\n",
-       "       3.81383797e+02, 2.90057344e+01, 3.49806733e+02, 1.21667768e+03,\n",
-       "       2.71400575e+02, 5.62200437e+02, 4.22500376e+02, 2.76358940e+03,\n",
-       "       9.44359303e+00, 1.43604692e+03, 6.12425815e+02, 1.62946110e+03,\n",
-       "       1.60366519e+03, 1.09548326e+03, 1.63358831e+02, 1.97545672e+02,\n",
-       "       1.35143323e+02, 2.45950979e+03, 1.12114133e+02, 6.97809858e+01,\n",
-       "       5.01973859e+01, 3.37513143e+02, 3.26597841e+01, 1.03135917e+02,\n",
-       "       3.12138234e+01, 2.12747897e+02, 3.80336095e+03, 1.93926203e+01,\n",
-       "       5.62002085e+02, 1.80436165e+03, 1.28522305e+03, 4.01584483e+02,\n",
-       "       1.60013818e+01, 2.11902913e+02, 5.35936066e+02, 4.61891885e+02,\n",
-       "       2.26222796e+02, 2.71873850e+02, 5.24132809e+01, 1.60275101e+02,\n",
-       "       4.58572342e+01, 1.16966791e+03, 4.58498712e+02, 3.27330063e+01,\n",
-       "       1.62950663e+02, 5.16770480e+02, 7.32436353e+02, 2.56986530e+01,\n",
-       "       1.29336540e+02, 4.76648595e+02, 2.42576808e+02, 2.14966830e+02,\n",
-       "       9.82239411e+02, 1.17750647e+02, 6.68832024e+01, 9.57634765e+02,\n",
-       "       5.00145663e+02, 6.62882117e+02, 3.71025792e+01, 1.44759780e+03,\n",
-       "       5.09881220e+02, 1.67510187e+03, 7.18303859e+02, 4.73033200e+02,\n",
-       "       7.20817053e+01, 9.96061672e+01, 8.21654673e+01, 3.39611224e+02,\n",
-       "       2.29052726e+02, 2.01666678e+03, 5.82312407e+01, 1.22500703e+02,\n",
-       "       1.83968814e+02, 3.41363282e+01, 1.53548690e+03, 3.80893827e+02,\n",
-       "       4.37768699e+01, 9.83783016e+02, 2.29972776e+02, 1.09321614e+03,\n",
-       "       2.62155008e+02, 6.48186888e+02, 4.14417417e+02, 2.60355085e+02,\n",
-       "       1.29677763e+02, 5.79718492e+01, 2.00491784e+02, 6.64223944e+02,\n",
-       "       6.84966302e+02, 7.09383158e+01, 7.33713187e+02, 1.13394858e+02,\n",
-       "       1.72540075e+03, 2.45378926e+01, 2.24213237e+02, 1.64792231e+02,\n",
-       "       2.59117269e+02, 7.40494697e+01, 1.35538968e+02, 6.16452938e+00,\n",
-       "       2.31063694e+02, 7.51205109e+01, 2.43418529e+01, 2.79287662e+02,\n",
-       "       4.28516269e+03, 1.83999681e+02, 7.74985943e+00, 5.79622247e+02,\n",
-       "       5.64658233e+02, 1.42701224e+03, 4.43898439e+01, 1.57922566e+01,\n",
-       "       1.76197178e+03, 5.37148481e+02, 9.21441807e+01, 1.88999870e+02,\n",
-       "       1.26604388e+03, 1.99137884e+01, 3.60025312e+03, 3.10049628e+03,\n",
-       "       3.25360067e+03, 2.02899216e+03, 7.68265671e+02, 1.25364288e+02,\n",
-       "       2.34401309e+03, 9.22459333e+02, 1.21075334e+02, 7.75974294e+02,\n",
-       "       9.47592660e+00, 2.40337082e+01, 5.49005464e+01, 6.49535839e+02,\n",
-       "       7.93529992e+02, 2.49731466e+03, 4.63466288e+01, 3.22810258e+02,\n",
-       "       6.73485060e+01, 1.79739548e+03, 1.77388731e+02, 4.11314614e+02,\n",
-       "       1.66000883e+02, 8.52934057e+01, 1.66532278e+02, 2.62250009e+01,\n",
-       "       2.29566894e+03, 6.20660704e+02, 2.83240958e+01, 1.51954006e+02,\n",
-       "       3.34792014e+02, 3.39847621e+01, 1.65996028e+03, 3.77931154e+03,\n",
-       "       1.02741414e+03, 1.35028496e+03, 2.81393821e+02, 1.40870664e+02,\n",
-       "       1.11894417e+01, 4.59203657e+02, 1.49010851e+03, 3.26693806e+02,\n",
-       "       9.16699648e+02, 2.02033436e+02, 9.08045997e+01, 5.64268140e+00,\n",
-       "       3.01770848e+02, 4.21756478e+03, 1.91099902e+01, 1.66165494e+01,\n",
-       "       1.34977176e+03, 1.64407111e+01, 1.18237072e+02, 1.19347892e+02,\n",
-       "       3.17324271e+03, 3.36056891e+01, 2.33865878e+03, 1.62769629e+03,\n",
-       "       2.12387185e+02, 1.81466263e+01, 7.33194116e+02, 6.16033282e+01,\n",
-       "       5.35845064e+01, 2.15674182e+02, 3.54336774e+02, 1.04054859e+02,\n",
-       "       2.39255726e+01, 3.61937863e+03, 3.48280006e+02, 7.43395340e+01,\n",
-       "       1.57022495e+03, 2.10442773e+03, 1.21020165e+03, 2.52634727e+03,\n",
-       "       4.32029437e+01, 1.42187746e+03, 1.55315791e+02, 5.25423073e+02,\n",
-       "       2.46628617e+03, 1.16317840e+03, 1.67066456e+03, 1.53731294e+02,\n",
-       "       4.86009271e+01, 1.88615855e+02, 8.14251778e+01, 3.76277299e+01,\n",
-       "       4.32493387e+02, 2.12420320e+02, 6.35704483e+01, 1.13641343e+02,\n",
-       "       1.68677039e+01, 7.90378141e+01, 1.38683619e+03, 1.69137672e+03,\n",
-       "       1.69710932e+01, 2.75972874e+03, 3.05165362e+02, 2.36128659e+03,\n",
-       "       3.44338095e+02, 2.16793680e+01, 6.06034125e+01, 3.91977151e+02,\n",
-       "       7.76536310e+01, 2.47758360e+01, 5.65625424e+02, 1.20884758e+01,\n",
-       "       1.81643653e+01, 3.50552511e+02, 2.38969347e+02, 1.11659290e+01,\n",
-       "       2.04717481e+01, 1.71055003e+01, 1.66474166e+02, 1.27568558e+02,\n",
-       "       7.52473991e+01, 2.35838769e+03, 4.41750454e+02, 6.59168563e+03,\n",
-       "       1.90753151e+03, 2.92504777e+01, 2.02214164e+03, 4.45218289e+02,\n",
-       "       3.90684109e+02, 2.97550047e+03, 3.47417842e+02, 2.17692099e+02,\n",
-       "       9.10863728e+02, 4.16122993e+01, 7.39699642e+01, 6.48547935e+03,\n",
-       "       6.21431348e+02, 9.72177020e+01, 2.10747669e+02, 3.58768667e+03,\n",
-       "       1.04821989e+02, 1.08626480e+02, 1.19141569e+02, 2.38513511e+02,\n",
-       "       2.00015173e+01, 1.67074297e+01, 5.69215964e+02, 1.16945858e+03,\n",
-       "       6.90013928e+02, 1.09078171e+01, 3.79852114e+01, 5.44219561e+01,\n",
-       "       1.48069682e+02, 4.68060534e+02, 1.22595722e+03, 2.83797317e+02,\n",
-       "       5.72360584e+02, 1.24251210e+03, 9.93329437e+01, 1.02424394e+02,\n",
-       "       6.90558677e+01, 3.64089944e+02, 3.53943615e+01, 5.81049499e+02,\n",
-       "       1.20499286e+01, 1.39834606e+02, 1.54762804e+02, 9.88323874e+00,\n",
-       "       1.21315555e+02, 1.08585126e+02, 1.26202570e+03, 4.67291011e+01,\n",
-       "       8.78225483e+01, 2.33320970e+03, 5.55546563e+01, 4.30536317e+02,\n",
-       "       3.95696070e+02, 9.54970159e+00, 5.31829419e+02, 4.54697413e+02,\n",
-       "       4.97221890e+01, 5.86784059e+03, 1.54867407e+03, 3.45319780e+02,\n",
-       "       2.55791754e+02, 3.66410663e+02, 1.35561063e+03, 3.10452374e+02,\n",
-       "       1.53397997e+03, 2.06695098e+01, 1.48331912e+03, 6.61055793e+02,\n",
-       "       9.99968817e+01, 1.82784214e+02, 8.87948294e+01, 1.22043425e+03,\n",
-       "       5.28577836e+02, 4.81865476e+02, 4.44091022e+01, 3.46375981e+01,\n",
-       "       3.33957954e+02, 1.12780158e+02, 1.03245346e+03, 3.79018837e+02,\n",
-       "       1.01811294e+03, 2.18489757e+03, 1.01246350e+02, 3.04658708e+02,\n",
-       "       1.03648597e+02, 6.62992691e+01, 9.76950090e+02, 1.00719336e+02,\n",
-       "       5.01952447e+02, 1.04164344e+02, 3.28139674e+03, 5.99615747e+01,\n",
-       "       1.93905208e+02, 3.35379820e+03, 2.34240458e+01, 6.25591789e+01,\n",
-       "       4.62949839e+01, 4.15894451e+02, 8.60343854e+02, 1.06330886e+03,\n",
-       "       2.12128696e+02, 4.69702928e+02, 1.04172462e+01, 8.83298548e+02,\n",
-       "       3.96543385e+02, 8.55770723e+02, 1.22741750e+01, 1.00445852e+02,\n",
-       "       2.10640619e+03, 4.52690148e+02, 4.17912742e+01, 1.44664488e+02,\n",
-       "       2.13813054e+02, 1.73216639e+01, 1.89523618e+02, 4.81085332e+02,\n",
-       "       3.21473107e+01, 6.24414711e+02, 7.93919354e+02, 1.84625088e+01,\n",
-       "       4.36830017e+02, 3.10260145e+02, 4.38726157e+01, 6.12241864e+02,\n",
-       "       1.77090285e+01, 3.63197831e+01, 3.01265448e+01, 1.09408207e+03,\n",
-       "       4.72998024e+02, 1.79499366e+02, 2.71699858e+01, 6.44442435e+01,\n",
-       "       8.33743285e+01, 7.97099264e+02, 1.23923902e+02, 3.37631394e+02,\n",
-       "       1.46475216e+02, 2.73908126e+02, 1.03167711e+03, 6.67241282e+01,\n",
-       "       1.81273083e+02, 3.41076229e+02, 3.77506046e+01, 2.83301154e+02,\n",
-       "       1.81276033e+02, 5.22231428e+01, 2.51265426e+03, 1.81203811e+03,\n",
-       "       9.33021857e+01, 1.80618476e+02, 3.00032298e+01, 7.82628054e+01,\n",
-       "       7.67333380e+01, 9.67915036e+01, 4.09078404e+01, 6.54639168e+01,\n",
-       "       2.02241922e+03, 3.02539757e+03, 2.64445642e+02, 1.53609262e+03,\n",
-       "       8.52850433e+01, 6.79035776e+02, 4.60976691e+01, 6.87281947e+01,\n",
-       "       1.67682672e+01, 6.48941808e+02, 4.23710959e+02, 5.46754497e+01,\n",
-       "       1.06509047e+02, 1.38052766e+02, 7.35493906e+00, 1.28759153e+01,\n",
-       "       1.23768677e+02, 1.49135708e+02, 2.61884343e+02, 3.53796456e+01,\n",
-       "       3.67736951e+02, 1.03549728e+02, 2.88731962e+01, 1.16351856e+03,\n",
-       "       1.28465968e+02, 1.67116628e+02, 4.36891233e+01, 6.81988258e+02,\n",
-       "       5.16966010e+01, 4.92008916e+02, 5.19047104e+01, 1.09071874e+02,\n",
-       "       1.42606205e+02, 4.29591212e+01, 5.00416160e+01])"
-      ]
-     },
-     "execution_count": 98,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "A"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 237,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "seed(123)\n",
-    "def createBetas (X, a, b, n):\n",
-    "    ns = randint(a, b)\n",
-    "    r = np.random.uniform(1, 0.2, ns)\n",
-    "    rn = r/r.sum()\n",
-    "    id = sample(range(n), ns)\n",
-    "    betas = np.repeat(.0, n, axis=0)\n",
-    "    for index, i in enumerate(id, start = 0):\n",
-    "        betas[i] = rn[index]\n",
-    "        \n",
-    "    vector = X.to_numpy(copy=True)    \n",
-    "    vector = vector.flatten()\n",
-    "        \n",
-    "    A = np.dot(X, betas)\n",
-    "    AA = np.dot(X, betas) + vector[sample(range(len(vector)), len(X.index))].T\n",
-    "    \n",
-    "    return betas,id,A, AA\n",
-    "\n",
-    "a = Parallel(n_jobs=4, backend='threading')(delayed(createBetas)(X = X, a = 2, b = 8, n = len(X.columns)) for i in range(1000))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 253,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "      <th>0</th>\n",
-       "      <td>19.306564</td>\n",
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-       "      <th>1</th>\n",
-       "      <td>60.015196</td>\n",
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-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>15.299851</td>\n",
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-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>54.330309</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>436.580027</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>19.152438</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1462.503330</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>25.960260</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>98.033734</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>85.361271</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>78.785183</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>75.783623</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>3.949271</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>248.213136</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>114.636747</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>5.598819</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>13.298277</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>37.957142</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>97.298796</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>162.158759</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>62.562282</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>187.512446</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>296.299431</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>33.819116</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>238.011976</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>21.126269</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>29.401365</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>14.230474</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>7.214040</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>13.601895</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>517</th>\n",
-       "      <td>249.207252</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>518</th>\n",
-       "      <td>5.382741</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>519</th>\n",
-       "      <td>61.549068</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>520</th>\n",
-       "      <td>4.767545</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>521</th>\n",
-       "      <td>106.582502</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>522</th>\n",
-       "      <td>145.924869</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>523</th>\n",
-       "      <td>1253.630786</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>524</th>\n",
-       "      <td>22.143332</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>525</th>\n",
-       "      <td>19.860610</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>526</th>\n",
-       "      <td>11.767337</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>527</th>\n",
-       "      <td>25.369550</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>528</th>\n",
-       "      <td>77.857282</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>529</th>\n",
-       "      <td>197.373283</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>530</th>\n",
-       "      <td>395.638103</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>181.012277</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>532</th>\n",
-       "      <td>27.072563</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>533</th>\n",
-       "      <td>9.891782</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>534</th>\n",
-       "      <td>186.023929</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>535</th>\n",
-       "      <td>62.754688</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>536</th>\n",
-       "      <td>400.905778</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>537</th>\n",
-       "      <td>5302.661793</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>538</th>\n",
-       "      <td>48.524604</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>539</th>\n",
-       "      <td>12.988397</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>7209.224512</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>541</th>\n",
-       "      <td>4792.729376</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>6.045929</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>543</th>\n",
-       "      <td>292.520251</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>544</th>\n",
-       "      <td>39.482714</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>545</th>\n",
-       "      <td>89.489942</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>546</th>\n",
-       "      <td>20.591084</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>547 rows × 1 columns</p>\n",
-       "</div>"
-      ],
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-       "              0\n",
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-       "4    436.580027\n",
-       "..          ...\n",
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-       "543  292.520251\n",
-       "544   39.482714\n",
-       "545   89.489942\n",
-       "546   20.591084\n",
-       "\n",
-       "[547 rows x 1 columns]"
-      ]
-     },
-     "execution_count": 253,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pd.DataFrame(vector[sample(range(len(vector)), len(X.index))])"
-   ]
-  },
-  {
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-   "execution_count": 254,
-   "metadata": {},
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-       "      <th>1</th>\n",
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-       "      <th>2</th>\n",
-       "      <td>288.716557</td>\n",
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-       "      <th>3</th>\n",
-       "      <td>57.026752</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>6.391585</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>277.764757</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>14.267989</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>35.172248</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>13.355912</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>486.748873</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>35.535284</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>4.525700</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>509.915953</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>756.551645</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>271.506750</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>12.649046</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>73.331962</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>55.629185</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>1048.389642</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>175.169911</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>265.175170</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>133.363067</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>7038.536622</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>10.056649</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>602.972626</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>26.176643</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>34.488729</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>91.899760</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>12.955610</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>14.622089</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>517</th>\n",
-       "      <td>45.648224</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>518</th>\n",
-       "      <td>81.267259</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>519</th>\n",
-       "      <td>17.888376</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>520</th>\n",
-       "      <td>46.071255</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>521</th>\n",
-       "      <td>219.643729</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>522</th>\n",
-       "      <td>450.645984</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>523</th>\n",
-       "      <td>68.461406</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>524</th>\n",
-       "      <td>1237.551580</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>525</th>\n",
-       "      <td>1518.573945</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>526</th>\n",
-       "      <td>10.207179</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>527</th>\n",
-       "      <td>29.367035</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>528</th>\n",
-       "      <td>8.288872</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>529</th>\n",
-       "      <td>32.155629</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>530</th>\n",
-       "      <td>101.408852</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>40.809827</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>532</th>\n",
-       "      <td>129.370385</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>533</th>\n",
-       "      <td>21.777774</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>534</th>\n",
-       "      <td>116.286302</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>535</th>\n",
-       "      <td>75.177147</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>536</th>\n",
-       "      <td>67.999459</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>537</th>\n",
-       "      <td>14.523507</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>538</th>\n",
-       "      <td>646.721665</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>539</th>\n",
-       "      <td>34.389387</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>79.608261</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>541</th>\n",
-       "      <td>9.656742</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>162.104588</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>543</th>\n",
-       "      <td>14.960164</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>544</th>\n",
-       "      <td>29.605474</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>545</th>\n",
-       "      <td>7.932019</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>546</th>\n",
-       "      <td>26.914716</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>547 rows × 1 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "              0\n",
-       "0      5.639101\n",
-       "1      9.129397\n",
-       "2    288.716557\n",
-       "3     57.026752\n",
-       "4      6.391585\n",
-       "..          ...\n",
-       "542  162.104588\n",
-       "543   14.960164\n",
-       "544   29.605474\n",
-       "545    7.932019\n",
-       "546   26.914716\n",
-       "\n",
-       "[547 rows x 1 columns]"
-      ]
-     },
-     "execution_count": 254,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pd.DataFrame(vector[sample(range(len(vector)), len(X.index))].T)"
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-       "       1.04622005e+01, 3.76155734e+02, 8.43261530e+01])"
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-       "      <td>[6.862839001942861, 31.13969749249658, 1090.62...</td>\n",
-       "      <td>[271.46441530194284, 424.30538999249654, 1099....</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.14626882648250547,...</td>\n",
-       "      <td>[17, 10, 7, 5]</td>\n",
-       "      <td>[7.697763906305095, 22.511160375666805, 549.93...</td>\n",
-       "      <td>[270.5063414063051, 1539.3047233756668, 921.76...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>[0.17498761780341354, 0.0, 0.12753547940283402...</td>\n",
-       "      <td>[20, 17, 2, 0, 21, 19, 11, 16]</td>\n",
-       "      <td>[112.85660879968599, 108.46770759701089, 280.6...</td>\n",
-       "      <td>[114.90963894968598, 117.96570182501088, 322.5...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>[0.0, 0.12898291118867425, 0.0, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[14, 16, 13, 21, 1, 17, 7]</td>\n",
-       "      <td>[30.515789989216593, 46.166588985202466, 269.1...</td>\n",
-       "      <td>[271.9412272892166, 3047.5559719852026, 311.72...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.6111690602524854, ...</td>\n",
-       "      <td>[20, 5]</td>\n",
-       "      <td>[10.370923303212372, 29.946415682669283, 834.3...</td>\n",
-       "      <td>[283.35998050321234, 117.99746588266929, 857.9...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[11, 10]</td>\n",
-       "      <td>[8.019140831555827, 18.470528232528736, 435.02...</td>\n",
-       "      <td>[8190.537965831556, 2345.6311632325287, 453.60...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>[0.23499772698676508, 0.0, 0.0, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[0, 20, 6, 18, 13, 14, 11]</td>\n",
-       "      <td>[141.4087851164989, 31.982633922220955, 246.14...</td>\n",
-       "      <td>[155.4302450964989, 178.60620332222095, 275.50...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.2677735580289679, 0.0, 0.0, ...</td>\n",
-       "      <td>[3, 14, 21, 17]</td>\n",
-       "      <td>[11.860801317832475, 28.6348949567844, 536.554...</td>\n",
-       "      <td>[33.039282697832476, 21789.235174956782, 596.4...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>[0.0, 0.3116093334234244, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[12, 9, 13, 1]</td>\n",
-       "      <td>[8.660653011861074, 34.74966908624369, 186.968...</td>\n",
-       "      <td>[266.79572021186107, 236.0168783862437, 17957....</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.23885975288393008,...</td>\n",
-       "      <td>[19, 5, 17, 8, 21, 14]</td>\n",
-       "      <td>[15.619053553007767, 30.029557714462612, 575.8...</td>\n",
-       "      <td>[24.441109287007766, 155.49575671446263, 592.3...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>[0.04524647803989039, 0.17515718233214075, 0.0...</td>\n",
-       "      <td>[0, 6, 15, 4, 1, 14, 10, 19]</td>\n",
-       "      <td>[50.88363115086692, 27.704940026403108, 532.79...</td>\n",
-       "      <td>[306.8220865508669, 81.8811959164031, 548.0782...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1392619715404...</td>\n",
-       "      <td>[6, 14, 20, 12, 7]</td>\n",
-       "      <td>[10.328320350054447, 24.98092042752626, 581.88...</td>\n",
-       "      <td>[21.379609280054446, 115.81067387752626, 1024....</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.06399263660429665, 0.0, 0.27...</td>\n",
-       "      <td>[3, 15, 10, 20, 5]</td>\n",
-       "      <td>[36.723515034694394, 30.462658713319087, 589.4...</td>\n",
-       "      <td>[8825.320642034694, 87.10105787331909, 6479.82...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[17, 11, 9]</td>\n",
-       "      <td>[5.90144702424476, 19.146990893222302, 262.390...</td>\n",
-       "      <td>[457.3507802242448, 26.5291992922223, 312.2928...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.30243447933012296, 0.0, 0.0,...</td>\n",
-       "      <td>[15, 10, 3]</td>\n",
-       "      <td>[40.8814243853464, 27.741347122652883, 540.391...</td>\n",
-       "      <td>[707.6908719853463, 53.47160194265288, 6327.45...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>[0.0, 0.0, 0.2168556904906866, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[21, 19, 8, 6, 2, 17]</td>\n",
-       "      <td>[10.265742118556467, 168.40509413709117, 585.5...</td>\n",
-       "      <td>[545.0718689185564, 181.22024748709117, 945.66...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.49417210...</td>\n",
-       "      <td>[7, 21]</td>\n",
-       "      <td>[10.737610067009642, 25.735650588454817, 848.9...</td>\n",
-       "      <td>[290.42556356700965, 36.91635942845482, 2463.9...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0755685411836...</td>\n",
-       "      <td>[16, 6, 14, 18, 17, 21]</td>\n",
-       "      <td>[26.35626527573207, 47.40151135381247, 148.394...</td>\n",
-       "      <td>[45.24131381573207, 2558.6353213538127, 156.29...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>[0.10205763063494455, 0.0, 0.0, 0.118783893014...</td>\n",
-       "      <td>[16, 5, 6, 14, 21, 9, 3, 0]</td>\n",
-       "      <td>[76.96706679926137, 37.216750349080755, 454.89...</td>\n",
-       "      <td>[320.02570579926135, 204.72000984908078, 618.0...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>[0.0, 0.18935964897855848, 0.2110312022210892,...</td>\n",
-       "      <td>[13, 9, 1, 2, 7, 18]</td>\n",
-       "      <td>[7.7958814707704, 165.33251298687574, 228.6177...</td>\n",
-       "      <td>[53.3927360407704, 185.32806898687573, 310.387...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>[0.0, 0.12996639035129637, 0.0, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[7, 17, 8, 1, 6, 18, 11]</td>\n",
-       "      <td>[6.638841921625849, 31.19851432035876, 753.978...</td>\n",
-       "      <td>[25.68907379162585, 170.58524932035874, 774.52...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3122231104260...</td>\n",
-       "      <td>[8, 6, 11, 12, 10]</td>\n",
-       "      <td>[8.519283259330004, 30.844548610809618, 688.67...</td>\n",
-       "      <td>[964.58695825933, 46.96055041080962, 703.75548...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>[0.0, 0.11037702947926072, 0.0, 0.0, 0.1461581...</td>\n",
-       "      <td>[4, 5, 1, 7, 6, 21]</td>\n",
-       "      <td>[8.543985345330366, 30.08802309704186, 837.589...</td>\n",
-       "      <td>[43.86160236533037, 127.42483009704185, 899.50...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>[0.15927406666111116, 0.0, 0.0, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[7, 9, 0, 11, 16]</td>\n",
-       "      <td>[105.10078494669348, 28.108870827493124, 521.0...</td>\n",
-       "      <td>[187.59821922669346, 54.832236137493126, 660.0...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>[0.0, 0.0, 0.39374143854068044, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[11, 19, 2]</td>\n",
-       "      <td>[9.237862298547888, 268.0946554864938, 211.617...</td>\n",
-       "      <td>[5014.207281298548, 1691.751595486494, 236.419...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.2852518814350737, 0.0, 0.0, ...</td>\n",
-       "      <td>[14, 15, 3, 8, 16]</td>\n",
-       "      <td>[54.33575932788399, 51.22817408002739, 578.210...</td>\n",
-       "      <td>[1346.870739327884, 216.17910668002736, 802.52...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>[0.09325999227391495, 0.09656547965282872, 0.1...</td>\n",
-       "      <td>[2, 7, 13, 3, 0, 18, 1, 12]</td>\n",
-       "      <td>[57.741422485954836, 99.2943074111118, 364.218...</td>\n",
-       "      <td>[795.6013263859547, 357.50730391111176, 688.99...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>[0.0, 0.0, 0.11905601286375256, 0.148228946017...</td>\n",
-       "      <td>[3, 10, 2, 19, 6, 17, 13, 11]</td>\n",
-       "      <td>[13.220040621294066, 102.56050336252225, 307.5...</td>\n",
-       "      <td>[558.041727321294, 148.51221071252226, 1544.68...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>970</th>\n",
-       "      <td>[0.45851411671967396, 0.0, 0.0, 0.0, 0.1888107...</td>\n",
-       "      <td>[4, 13, 0]</td>\n",
-       "      <td>[258.47634397669805, 33.72825058568063, 453.98...</td>\n",
-       "      <td>[265.02407185969804, 37.759331596680624, 498.5...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>971</th>\n",
-       "      <td>[0.1837062338842875, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[18, 0, 21, 7]</td>\n",
-       "      <td>[108.44546226292908, 32.16777498026287, 513.90...</td>\n",
-       "      <td>[218.1114969629291, 72.55803515026287, 559.860...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>972</th>\n",
-       "      <td>[0.0, 0.23122098913714315, 0.0, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[21, 17, 13, 1, 10, 15]</td>\n",
-       "      <td>[29.843250693506544, 30.77677131020784, 244.89...</td>\n",
-       "      <td>[57.241891243506544, 154.47800731020783, 267.4...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>973</th>\n",
-       "      <td>[0.06194042013025628, 0.2206524989894305, 0.0,...</td>\n",
-       "      <td>[1, 4, 0, 17, 9, 18, 15]</td>\n",
-       "      <td>[66.95970630182235, 29.94331391775505, 500.193...</td>\n",
-       "      <td>[138.22545104182234, 36.849484187755046, 707.4...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>974</th>\n",
-       "      <td>[0.0, 0.0, 0.09427386161018322, 0.0, 0.0, 0.25...</td>\n",
-       "      <td>[16, 12, 2, 10, 5, 20]</td>\n",
-       "      <td>[17.793378117117257, 93.12772156772006, 508.69...</td>\n",
-       "      <td>[96.73658504711726, 254.58812906772005, 961.61...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>975</th>\n",
-       "      <td>[0.0, 0.0, 0.11333841574368647, 0.117947946750...</td>\n",
-       "      <td>[3, 7, 21, 14, 18, 2, 6, 9]</td>\n",
-       "      <td>[12.636269907829057, 101.06197528829016, 387.7...</td>\n",
-       "      <td>[39.06258855782906, 579.4821374882902, 426.366...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>976</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[16, 13, 15]</td>\n",
-       "      <td>[60.4963722422582, 60.52015696709883, 42.13931...</td>\n",
-       "      <td>[211.7379144422582, 195.1691618670988, 71.7447...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>977</th>\n",
-       "      <td>[0.15042215396924313, 0.0, 0.0, 0.0, 0.0, 0.32...</td>\n",
-       "      <td>[16, 5, 0, 15]</td>\n",
-       "      <td>[147.71413299653216, 64.70482937004613, 354.11...</td>\n",
-       "      <td>[197.61678193653216, 3782.208318370046, 371.89...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>978</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.3304776080780874, ...</td>\n",
-       "      <td>[16, 5, 21]</td>\n",
-       "      <td>[35.21938283377619, 53.118655790038105, 581.62...</td>\n",
-       "      <td>[89.04692816377619, 237.5570023900381, 595.076...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>979</th>\n",
-       "      <td>[0.2988088772917988, 0.0, 0.0, 0.0, 0.27764418...</td>\n",
-       "      <td>[0, 9, 18, 4]</td>\n",
-       "      <td>[170.57764829747373, 28.05181129670701, 653.21...</td>\n",
-       "      <td>[300.91026329747376, 237.030227796707, 726.944...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>980</th>\n",
-       "      <td>[0.0732473243751065, 0.0, 0.0, 0.0, 0.16966277...</td>\n",
-       "      <td>[14, 5, 12, 4, 7, 16, 21, 0]</td>\n",
-       "      <td>[64.19343180473261, 40.89303686281486, 791.329...</td>\n",
-       "      <td>[340.0682051047326, 303.0410114628149, 1640.01...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>981</th>\n",
-       "      <td>[0.0, 0.19240503205498802, 0.0, 0.0, 0.0, 0.0,...</td>\n",
-       "      <td>[8, 15, 1, 17]</td>\n",
-       "      <td>[28.635826107769176, 36.56610482476465, 978.57...</td>\n",
-       "      <td>[34.795254539769175, 46.07771270176465, 1038.0...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>982</th>\n",
-       "      <td>[0.0, 0.1686518998980621, 0.0, 0.0, 0.0, 0.125...</td>\n",
-       "      <td>[5, 8, 20, 15, 1, 18]</td>\n",
-       "      <td>[37.35086652663101, 38.5184121430565, 646.5310...</td>\n",
-       "      <td>[242.309224526631, 899.9771512430565, 1936.042...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>983</th>\n",
-       "      <td>[0.19376118629772482, 0.0, 0.15042028298376545...</td>\n",
-       "      <td>[11, 8, 16, 9, 0, 13, 2, 21]</td>\n",
-       "      <td>[120.41129789767915, 130.68131440207708, 380.9...</td>\n",
-       "      <td>[152.07806315767914, 617.6484430020771, 412.42...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>984</th>\n",
-       "      <td>[0.0, 0.1584071041686854, 0.14575985812354267,...</td>\n",
-       "      <td>[19, 21, 14, 2, 1, 6, 18, 12]</td>\n",
-       "      <td>[12.22792753642968, 123.28481197509804, 215.21...</td>\n",
-       "      <td>[4177.16895353643, 220.12064765509803, 220.106...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>985</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[15, 9, 19, 13, 17, 11, 18]</td>\n",
-       "      <td>[23.87570718063023, 29.298140997114327, 169.47...</td>\n",
-       "      <td>[55.20077929063023, 47.37858195711433, 185.344...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>986</th>\n",
-       "      <td>[0.0, 0.0, 0.07856470715210795, 0.277771229592...</td>\n",
-       "      <td>[2, 5, 20, 3, 9, 16]</td>\n",
-       "      <td>[17.241466757155916, 83.19225871051005, 663.40...</td>\n",
-       "      <td>[93.09799848715592, 3455.80073471051, 680.6363...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>987</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[18, 11, 19, 14, 9]</td>\n",
-       "      <td>[16.979187883207786, 27.55331613090948, 165.79...</td>\n",
-       "      <td>[31.785881433207784, 49.776013560909476, 255.7...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>988</th>\n",
-       "      <td>[0.0, 0.12686001668571537, 0.0, 0.224261781273...</td>\n",
-       "      <td>[18, 3, 1, 15, 11, 6]</td>\n",
-       "      <td>[32.46093875760304, 34.15273907361469, 391.258...</td>\n",
-       "      <td>[886.541698257603, 91.78288193361469, 418.3168...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>989</th>\n",
-       "      <td>[0.3019061266677062, 0.0, 0.0, 0.0, 0.38659712...</td>\n",
-       "      <td>[0, 8, 4]</td>\n",
-       "      <td>[171.9938865469608, 32.85310183577053, 1378.63...</td>\n",
-       "      <td>[177.1510138749608, 360.3518989357705, 1663.45...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>990</th>\n",
-       "      <td>[0.24529481374210127, 0.0, 0.0, 0.0, 0.1090254...</td>\n",
-       "      <td>[0, 10, 4, 18, 11]</td>\n",
-       "      <td>[141.31349648660813, 25.432244540319836, 471.6...</td>\n",
-       "      <td>[251.02155538660813, 38.747899190319835, 515.7...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>991</th>\n",
-       "      <td>[0.0, 0.3135779993327472, 0.288219586189296, 0...</td>\n",
-       "      <td>[2, 1, 18]</td>\n",
-       "      <td>[7.334473335195179, 216.53949716521026, 153.47...</td>\n",
-       "      <td>[29.09381961519518, 234.87011929521026, 940.07...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>992</th>\n",
-       "      <td>[0.0, 0.0, 0.14015091710183533, 0.0, 0.1834843...</td>\n",
-       "      <td>[12, 4, 9, 10, 11, 21, 18, 2]</td>\n",
-       "      <td>[7.395833522676184, 115.37250754708514, 562.93...</td>\n",
-       "      <td>[300.8519766226762, 135.21754585708513, 581.70...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>993</th>\n",
-       "      <td>[0.11543523309693177, 0.0, 0.07241148148063069...</td>\n",
-       "      <td>[16, 17, 21, 7, 5, 3, 0, 2]</td>\n",
-       "      <td>[86.59839173980694, 84.42954285043018, 616.084...</td>\n",
-       "      <td>[122.85726264980694, 141.16510311043018, 1211....</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>994</th>\n",
-       "      <td>[0.0, 0.19414804156339996, 0.0, 0.0, 0.1575422...</td>\n",
-       "      <td>[1, 20, 6, 4, 14, 7, 9, 12]</td>\n",
-       "      <td>[11.697910256595543, 25.99526223655715, 607.44...</td>\n",
-       "      <td>[382.09453845659556, 1093.9430912365572, 1361....</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>995</th>\n",
-       "      <td>[0.0, 0.0, 0.0828576677154946, 0.0, 0.0, 0.0, ...</td>\n",
-       "      <td>[2, 8, 11, 18, 7, 20]</td>\n",
-       "      <td>[6.939070860129339, 87.74142716513089, 875.443...</td>\n",
-       "      <td>[107.75394056012934, 223.3339046651309, 1002.4...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>996</th>\n",
-       "      <td>[0.0, 0.0, 0.0, 0.0, 0.16318231285825788, 0.0,...</td>\n",
-       "      <td>[9, 6, 18, 16, 7, 15, 4]</td>\n",
-       "      <td>[31.51640538237374, 46.38678052895154, 581.518...</td>\n",
-       "      <td>[4495.778538382374, 617.9040864289516, 1976.39...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>997</th>\n",
-       "      <td>[0.0, 0.06306092492191347, 0.0, 0.0, 0.2239753...</td>\n",
-       "      <td>[16, 21, 15, 6, 4, 1]</td>\n",
-       "      <td>[43.96961384529849, 48.04484891562932, 610.088...</td>\n",
-       "      <td>[56.707794655298486, 62.591485365629325, 640.7...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>998</th>\n",
-       "      <td>[0.4997002073763539, 0.0, 0.0, 0.2545438404662...</td>\n",
-       "      <td>[3, 0, 10, 9]</td>\n",
-       "      <td>[281.6284972177582, 19.079843655470388, 474.51...</td>\n",
-       "      <td>[297.1574443577582, 61.66429593547039, 486.835...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>999</th>\n",
-       "      <td>[0.12747488152004813, 0.09035734406425594, 0.0...</td>\n",
-       "      <td>[8, 13, 1, 6, 5, 17, 0]</td>\n",
-       "      <td>[77.48096440486903, 34.875609873892614, 585.90...</td>\n",
-       "      <td>[573.902681004869, 257.1342425738926, 688.4051...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>1000 rows × 4 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                                     0  \\\n",
-       "0    [0.0, 0.0, 0.6517065796118466, 0.0, 0.0, 0.0, ...   \n",
-       "1    [0.0, 0.13898433996753456, 0.0, 0.049382072387...   \n",
-       "2    [0.0, 0.0, 0.0, 0.0, 0.19410349819697006, 0.80...   \n",
-       "3    [0.0, 0.0, 0.0, 0.0, 0.0, 0.14626882648250547,...   \n",
-       "4    [0.17498761780341354, 0.0, 0.12753547940283402...   \n",
-       "..                                                 ...   \n",
-       "995  [0.0, 0.0, 0.0828576677154946, 0.0, 0.0, 0.0, ...   \n",
-       "996  [0.0, 0.0, 0.0, 0.0, 0.16318231285825788, 0.0,...   \n",
-       "997  [0.0, 0.06306092492191347, 0.0, 0.0, 0.2239753...   \n",
-       "998  [0.4997002073763539, 0.0, 0.0, 0.2545438404662...   \n",
-       "999  [0.12747488152004813, 0.09035734406425594, 0.0...   \n",
-       "\n",
-       "                                  1  \\\n",
-       "0                            [8, 2]   \n",
-       "1     [13, 8, 3, 1, 12, 10, 16, 21]   \n",
-       "2                            [5, 4]   \n",
-       "3                    [17, 10, 7, 5]   \n",
-       "4    [20, 17, 2, 0, 21, 19, 11, 16]   \n",
-       "..                              ...   \n",
-       "995           [2, 8, 11, 18, 7, 20]   \n",
-       "996        [9, 6, 18, 16, 7, 15, 4]   \n",
-       "997           [16, 21, 15, 6, 4, 1]   \n",
-       "998                   [3, 0, 10, 9]   \n",
-       "999         [8, 13, 1, 6, 5, 17, 0]   \n",
-       "\n",
-       "                                                     2  \\\n",
-       "0    [7.437324337689693, 441.8672306909248, 720.180...   \n",
-       "1    [23.559310430595982, 45.35942367168521, 656.67...   \n",
-       "2    [6.862839001942861, 31.13969749249658, 1090.62...   \n",
-       "3    [7.697763906305095, 22.511160375666805, 549.93...   \n",
-       "4    [112.85660879968599, 108.46770759701089, 280.6...   \n",
-       "..                                                 ...   \n",
-       "995  [6.939070860129339, 87.74142716513089, 875.443...   \n",
-       "996  [31.51640538237374, 46.38678052895154, 581.518...   \n",
-       "997  [43.96961384529849, 48.04484891562932, 610.088...   \n",
-       "998  [281.6284972177582, 19.079843655470388, 474.51...   \n",
-       "999  [77.48096440486903, 34.875609873892614, 585.90...   \n",
-       "\n",
-       "                                                     3  \n",
-       "0    [106.57269282768969, 479.7158752009248, 1177.5...  \n",
-       "1    [53.607502860595986, 373.8104465716852, 3800.6...  \n",
-       "2    [271.46441530194284, 424.30538999249654, 1099....  \n",
-       "3    [270.5063414063051, 1539.3047233756668, 921.76...  \n",
-       "4    [114.90963894968598, 117.96570182501088, 322.5...  \n",
-       "..                                                 ...  \n",
-       "995  [107.75394056012934, 223.3339046651309, 1002.4...  \n",
-       "996  [4495.778538382374, 617.9040864289516, 1976.39...  \n",
-       "997  [56.707794655298486, 62.591485365629325, 640.7...  \n",
-       "998  [297.1574443577582, 61.66429593547039, 486.835...  \n",
-       "999  [573.902681004869, 257.1342425738926, 688.4051...  \n",
-       "\n",
-       "[1000 rows x 4 columns]"
-      ]
-     },
-     "execution_count": 238,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "b = pd.DataFrame(a)\n",
-    "b"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 203,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "8"
-      ]
-     },
-     "execution_count": 203,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "(a[1][0] > 0).sum()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 202,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector = [x[0] for x in a]\n",
-    "columns = ['V' + str(x+1) for x in range(len(a))]\n",
-    "betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 208,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector2 = [len(x[1]) for x in a]\n",
-    "ids = pd.DataFrame(np.column_stack(vector2))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 112,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "<div>\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
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-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "      <th>1</th>\n",
-       "      <th>2</th>\n",
-       "      <th>3</th>\n",
-       "      <th>4</th>\n",
-       "      <th>5</th>\n",
-       "      <th>6</th>\n",
-       "      <th>7</th>\n",
-       "      <th>8</th>\n",
-       "      <th>9</th>\n",
-       "      <th>...</th>\n",
-       "      <th>990</th>\n",
-       "      <th>991</th>\n",
-       "      <th>992</th>\n",
-       "      <th>993</th>\n",
-       "      <th>994</th>\n",
-       "      <th>995</th>\n",
-       "      <th>996</th>\n",
-       "      <th>997</th>\n",
-       "      <th>998</th>\n",
-       "      <th>999</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>2</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
-       "      <td>6</td>\n",
-       "      <td>2</td>\n",
-       "      <td>5</td>\n",
-       "      <td>7</td>\n",
-       "      <td>5</td>\n",
-       "      <td>4</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4</td>\n",
-       "      <td>6</td>\n",
-       "      <td>7</td>\n",
-       "      <td>6</td>\n",
-       "      <td>7</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>3</td>\n",
-       "      <td>6</td>\n",
-       "      <td>7</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>1 rows × 1000 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   0    1    2    3    4    5    6    7    8    9    ...  990  991  992  993  \\\n",
-       "0    2    8    2    3    6    2    5    7    5    4  ...    4    6    7    6   \n",
-       "\n",
-       "   994  995  996  997  998  999  \n",
-       "0    7    3    4    3    6    7  \n",
-       "\n",
-       "[1 rows x 1000 columns]"
-      ]
-     },
-     "execution_count": 112,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ids"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 113,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([2, 3, 4, 5, 6, 7, 8])"
-      ]
-     },
-     "execution_count": 113,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "c = np.unique(ids.values)\n",
-    "np.sort(c)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 114,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "range(2, 8)"
-      ]
-     },
-     "execution_count": 114,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "range(2,8)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 204,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "estimate_lines = pd.DataFrame([(vector[i] > 0).sum() for i in range(1000)])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 221,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "y = [estimate_lines[(ids.values == i)[0]][0] for index, i in enumerate(range(2,8), start = 0)]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 223,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "0      2\n",
-      "2      2\n",
-      "6      2\n",
-      "11     2\n",
-      "12     2\n",
-      "      ..\n",
-      "958    2\n",
-      "961    2\n",
-      "977    2\n",
-      "988    2\n",
-      "995    2\n",
-      "Name: 0, Length: 135, dtype: int64\n",
-      "-----------\n",
-      "10     3\n",
-      "17     3\n",
-      "21     3\n",
-      "27     3\n",
-      "30     3\n",
-      "      ..\n",
-      "966    3\n",
-      "980    3\n",
-      "982    3\n",
-      "983    3\n",
-      "997    3\n",
-      "Name: 0, Length: 152, dtype: int64\n",
-      "-----------\n",
-      "9      4\n",
-      "18     4\n",
-      "20     4\n",
-      "22     4\n",
-      "23     4\n",
-      "      ..\n",
-      "970    4\n",
-      "971    4\n",
-      "976    4\n",
-      "981    4\n",
-      "991    4\n",
-      "Name: 0, Length: 143, dtype: int64\n",
-      "-----------\n",
-      "3      5\n",
-      "8      5\n",
-      "13     5\n",
-      "16     5\n",
-      "34     5\n",
-      "      ..\n",
-      "985    5\n",
-      "989    5\n",
-      "994    5\n",
-      "998    5\n",
-      "999    5\n",
-      "Name: 0, Length: 141, dtype: int64\n",
-      "-----------\n",
-      "5      6\n",
-      "7      6\n",
-      "24     6\n",
-      "26     6\n",
-      "29     6\n",
-      "      ..\n",
-      "953    6\n",
-      "954    6\n",
-      "957    6\n",
-      "962    6\n",
-      "996    6\n",
-      "Name: 0, Length: 145, dtype: int64\n",
-      "-----------\n",
-      "4      7\n",
-      "33     7\n",
-      "37     7\n",
-      "40     7\n",
-      "60     7\n",
-      "      ..\n",
-      "959    7\n",
-      "963    7\n",
-      "978    7\n",
-      "987    7\n",
-      "990    7\n",
-      "Name: 0, Length: 127, dtype: int64\n",
-      "-----------\n"
-     ]
-    }
-   ],
-   "source": [
-    "for i in range(len(y)):\n",
-    "    print(y[i])\n",
-    "    print('-----------')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 139,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector = [x[2] for x in a]\n",
-    "columns = ['V' + str(x+1) for x in range(len(a))]\n",
-    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)\n",
-    "Y.insert(0, 'Gene symbol', df['Gene symbol'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 140,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "\n",
-       "    .dataframe thead th {\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>V1</th>\n",
-       "      <th>V2</th>\n",
-       "      <th>V3</th>\n",
-       "      <th>V4</th>\n",
-       "      <th>V5</th>\n",
-       "      <th>V6</th>\n",
-       "      <th>V7</th>\n",
-       "      <th>V8</th>\n",
-       "      <th>V9</th>\n",
-       "      <th>...</th>\n",
-       "      <th>V991</th>\n",
-       "      <th>V992</th>\n",
-       "      <th>V993</th>\n",
-       "      <th>V994</th>\n",
-       "      <th>V995</th>\n",
-       "      <th>V996</th>\n",
-       "      <th>V997</th>\n",
-       "      <th>V998</th>\n",
-       "      <th>V999</th>\n",
-       "      <th>V1000</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>ABCB4</td>\n",
-       "      <td>7.673002</td>\n",
-       "      <td>89.153072</td>\n",
-       "      <td>48.971419</td>\n",
-       "      <td>93.913063</td>\n",
-       "      <td>62.088621</td>\n",
-       "      <td>56.655501</td>\n",
-       "      <td>10.574024</td>\n",
-       "      <td>62.133919</td>\n",
-       "      <td>24.254555</td>\n",
-       "      <td>...</td>\n",
-       "      <td>57.985336</td>\n",
-       "      <td>36.365326</td>\n",
-       "      <td>40.239448</td>\n",
-       "      <td>25.707640</td>\n",
-       "      <td>9.861928</td>\n",
-       "      <td>76.025399</td>\n",
-       "      <td>122.753714</td>\n",
-       "      <td>14.723155</td>\n",
-       "      <td>171.305793</td>\n",
-       "      <td>119.547880</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>ABCB9</td>\n",
-       "      <td>252.944093</td>\n",
-       "      <td>75.466101</td>\n",
-       "      <td>23.491314</td>\n",
-       "      <td>75.434049</td>\n",
-       "      <td>38.178484</td>\n",
-       "      <td>65.054379</td>\n",
-       "      <td>122.334218</td>\n",
-       "      <td>85.719180</td>\n",
-       "      <td>31.492915</td>\n",
-       "      <td>...</td>\n",
-       "      <td>25.164367</td>\n",
-       "      <td>79.622988</td>\n",
-       "      <td>68.854989</td>\n",
-       "      <td>92.933668</td>\n",
-       "      <td>24.197179</td>\n",
-       "      <td>37.472960</td>\n",
-       "      <td>22.564546</td>\n",
-       "      <td>47.198158</td>\n",
-       "      <td>39.663271</td>\n",
-       "      <td>28.433639</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>ACAP1</td>\n",
-       "      <td>632.125573</td>\n",
-       "      <td>343.625316</td>\n",
-       "      <td>572.119823</td>\n",
-       "      <td>246.438125</td>\n",
-       "      <td>419.885065</td>\n",
-       "      <td>460.838182</td>\n",
-       "      <td>276.133797</td>\n",
-       "      <td>585.041419</td>\n",
-       "      <td>705.762770</td>\n",
-       "      <td>...</td>\n",
-       "      <td>463.042073</td>\n",
-       "      <td>627.771165</td>\n",
-       "      <td>500.710117</td>\n",
-       "      <td>270.525319</td>\n",
-       "      <td>480.364715</td>\n",
-       "      <td>402.688367</td>\n",
-       "      <td>527.962128</td>\n",
-       "      <td>328.634180</td>\n",
-       "      <td>515.340929</td>\n",
-       "      <td>463.864381</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>ACHE</td>\n",
-       "      <td>19.816211</td>\n",
-       "      <td>23.481322</td>\n",
-       "      <td>64.125618</td>\n",
-       "      <td>148.818706</td>\n",
-       "      <td>181.653186</td>\n",
-       "      <td>39.208100</td>\n",
-       "      <td>227.547769</td>\n",
-       "      <td>33.310385</td>\n",
-       "      <td>41.328040</td>\n",
-       "      <td>...</td>\n",
-       "      <td>253.071079</td>\n",
-       "      <td>222.404087</td>\n",
-       "      <td>124.188930</td>\n",
-       "      <td>168.821501</td>\n",
-       "      <td>17.123620</td>\n",
-       "      <td>31.154009</td>\n",
-       "      <td>253.780944</td>\n",
-       "      <td>116.804811</td>\n",
-       "      <td>20.402001</td>\n",
-       "      <td>197.548285</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>ACP5</td>\n",
-       "      <td>5631.592936</td>\n",
-       "      <td>3511.926966</td>\n",
-       "      <td>1441.301940</td>\n",
-       "      <td>3766.244642</td>\n",
-       "      <td>2562.465631</td>\n",
-       "      <td>3841.155449</td>\n",
-       "      <td>908.523285</td>\n",
-       "      <td>2159.867915</td>\n",
-       "      <td>2344.835618</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1794.585410</td>\n",
-       "      <td>2229.277666</td>\n",
-       "      <td>2394.477419</td>\n",
-       "      <td>3805.807685</td>\n",
-       "      <td>1571.106388</td>\n",
-       "      <td>3342.368717</td>\n",
-       "      <td>542.849191</td>\n",
-       "      <td>919.492011</td>\n",
-       "      <td>2532.106841</td>\n",
-       "      <td>1662.893678</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>ADAM28</td>\n",
-       "      <td>151.193719</td>\n",
-       "      <td>456.966822</td>\n",
-       "      <td>213.028492</td>\n",
-       "      <td>406.510947</td>\n",
-       "      <td>341.803212</td>\n",
-       "      <td>320.917630</td>\n",
-       "      <td>144.232953</td>\n",
-       "      <td>289.156837</td>\n",
-       "      <td>106.623724</td>\n",
-       "      <td>...</td>\n",
-       "      <td>393.851223</td>\n",
-       "      <td>199.436919</td>\n",
-       "      <td>259.045586</td>\n",
-       "      <td>216.962061</td>\n",
-       "      <td>850.240491</td>\n",
-       "      <td>290.175780</td>\n",
-       "      <td>471.266455</td>\n",
-       "      <td>340.451815</td>\n",
-       "      <td>630.245706</td>\n",
-       "      <td>575.148489</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>ADAMDEC1</td>\n",
-       "      <td>1715.491911</td>\n",
-       "      <td>613.696571</td>\n",
-       "      <td>564.933779</td>\n",
-       "      <td>1806.862310</td>\n",
-       "      <td>1539.955324</td>\n",
-       "      <td>1133.176087</td>\n",
-       "      <td>1487.324345</td>\n",
-       "      <td>301.488098</td>\n",
-       "      <td>1239.939253</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1966.455244</td>\n",
-       "      <td>2381.983151</td>\n",
-       "      <td>1349.781893</td>\n",
-       "      <td>1796.310347</td>\n",
-       "      <td>246.831077</td>\n",
-       "      <td>1042.297100</td>\n",
-       "      <td>1617.556702</td>\n",
-       "      <td>969.457789</td>\n",
-       "      <td>429.261163</td>\n",
-       "      <td>1870.539382</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>ADAMTS3</td>\n",
-       "      <td>64.445824</td>\n",
-       "      <td>90.649216</td>\n",
-       "      <td>63.060627</td>\n",
-       "      <td>95.487291</td>\n",
-       "      <td>117.402787</td>\n",
-       "      <td>91.843979</td>\n",
-       "      <td>99.157859</td>\n",
-       "      <td>109.053423</td>\n",
-       "      <td>107.031881</td>\n",
-       "      <td>...</td>\n",
-       "      <td>66.237921</td>\n",
-       "      <td>48.065641</td>\n",
-       "      <td>103.173503</td>\n",
-       "      <td>91.933284</td>\n",
-       "      <td>93.187903</td>\n",
-       "      <td>133.419394</td>\n",
-       "      <td>64.566157</td>\n",
-       "      <td>116.198544</td>\n",
-       "      <td>138.078175</td>\n",
-       "      <td>69.535757</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>ADRB2</td>\n",
-       "      <td>214.434764</td>\n",
-       "      <td>892.277677</td>\n",
-       "      <td>517.226839</td>\n",
-       "      <td>876.805667</td>\n",
-       "      <td>1125.935647</td>\n",
-       "      <td>655.428096</td>\n",
-       "      <td>1141.208406</td>\n",
-       "      <td>1000.156107</td>\n",
-       "      <td>689.100759</td>\n",
-       "      <td>...</td>\n",
-       "      <td>557.245472</td>\n",
-       "      <td>759.156313</td>\n",
-       "      <td>894.701880</td>\n",
-       "      <td>821.366485</td>\n",
-       "      <td>532.584273</td>\n",
-       "      <td>1099.628910</td>\n",
-       "      <td>747.381417</td>\n",
-       "      <td>1459.240269</td>\n",
-       "      <td>1234.252982</td>\n",
-       "      <td>499.950478</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>AIF1</td>\n",
-       "      <td>686.613665</td>\n",
-       "      <td>1564.334756</td>\n",
-       "      <td>1134.474069</td>\n",
-       "      <td>2772.122326</td>\n",
-       "      <td>2203.237782</td>\n",
-       "      <td>2338.937067</td>\n",
-       "      <td>1589.723082</td>\n",
-       "      <td>1619.113557</td>\n",
-       "      <td>1979.818099</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1393.948973</td>\n",
-       "      <td>2871.089579</td>\n",
-       "      <td>1978.843350</td>\n",
-       "      <td>1876.961908</td>\n",
-       "      <td>24.247389</td>\n",
-       "      <td>2220.527075</td>\n",
-       "      <td>2335.214733</td>\n",
-       "      <td>1750.248133</td>\n",
-       "      <td>794.367826</td>\n",
-       "      <td>1690.483719</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>AIM2</td>\n",
-       "      <td>639.641759</td>\n",
-       "      <td>858.944556</td>\n",
-       "      <td>736.214336</td>\n",
-       "      <td>801.527128</td>\n",
-       "      <td>995.155675</td>\n",
-       "      <td>872.508152</td>\n",
-       "      <td>1207.744677</td>\n",
-       "      <td>566.615858</td>\n",
-       "      <td>589.308732</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1471.329298</td>\n",
-       "      <td>662.816758</td>\n",
-       "      <td>973.538314</td>\n",
-       "      <td>1143.088611</td>\n",
-       "      <td>3405.324498</td>\n",
-       "      <td>529.231245</td>\n",
-       "      <td>820.288904</td>\n",
-       "      <td>1199.863257</td>\n",
-       "      <td>192.324125</td>\n",
-       "      <td>1649.596273</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>ALOX15</td>\n",
-       "      <td>12.191213</td>\n",
-       "      <td>367.634988</td>\n",
-       "      <td>22.701109</td>\n",
-       "      <td>353.433447</td>\n",
-       "      <td>373.085737</td>\n",
-       "      <td>365.474547</td>\n",
-       "      <td>25.154891</td>\n",
-       "      <td>342.475903</td>\n",
-       "      <td>76.013142</td>\n",
-       "      <td>...</td>\n",
-       "      <td>38.968334</td>\n",
-       "      <td>107.819722</td>\n",
-       "      <td>214.768454</td>\n",
-       "      <td>314.078540</td>\n",
-       "      <td>13.292344</td>\n",
-       "      <td>299.271180</td>\n",
-       "      <td>9.520126</td>\n",
-       "      <td>63.701748</td>\n",
-       "      <td>479.067470</td>\n",
-       "      <td>64.356844</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>ALOX5</td>\n",
-       "      <td>393.881439</td>\n",
-       "      <td>856.833435</td>\n",
-       "      <td>707.517854</td>\n",
-       "      <td>760.804240</td>\n",
-       "      <td>721.113328</td>\n",
-       "      <td>835.116234</td>\n",
-       "      <td>478.970077</td>\n",
-       "      <td>822.262636</td>\n",
-       "      <td>344.399104</td>\n",
-       "      <td>...</td>\n",
-       "      <td>739.276826</td>\n",
-       "      <td>155.898941</td>\n",
-       "      <td>633.850395</td>\n",
-       "      <td>604.964115</td>\n",
-       "      <td>1819.375003</td>\n",
-       "      <td>596.002142</td>\n",
-       "      <td>816.648284</td>\n",
-       "      <td>1050.744308</td>\n",
-       "      <td>778.289242</td>\n",
-       "      <td>687.784424</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>AMPD1</td>\n",
-       "      <td>1059.610250</td>\n",
-       "      <td>288.636336</td>\n",
-       "      <td>95.788840</td>\n",
-       "      <td>277.048419</td>\n",
-       "      <td>100.357257</td>\n",
-       "      <td>224.204941</td>\n",
-       "      <td>520.383056</td>\n",
-       "      <td>320.824442</td>\n",
-       "      <td>74.075500</td>\n",
-       "      <td>...</td>\n",
-       "      <td>106.749730</td>\n",
-       "      <td>289.781622</td>\n",
-       "      <td>248.970313</td>\n",
-       "      <td>340.291689</td>\n",
-       "      <td>182.751839</td>\n",
-       "      <td>92.144189</td>\n",
-       "      <td>112.751261</td>\n",
-       "      <td>220.377705</td>\n",
-       "      <td>127.881834</td>\n",
-       "      <td>119.118907</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>ANGPT4</td>\n",
-       "      <td>100.369924</td>\n",
-       "      <td>36.156068</td>\n",
-       "      <td>43.284304</td>\n",
-       "      <td>33.538237</td>\n",
-       "      <td>27.785051</td>\n",
-       "      <td>36.222590</td>\n",
-       "      <td>63.491983</td>\n",
-       "      <td>43.895667</td>\n",
-       "      <td>41.325875</td>\n",
-       "      <td>...</td>\n",
-       "      <td>32.371144</td>\n",
-       "      <td>36.837108</td>\n",
-       "      <td>40.946751</td>\n",
-       "      <td>45.662669</td>\n",
-       "      <td>27.435319</td>\n",
-       "      <td>32.013000</td>\n",
-       "      <td>30.523422</td>\n",
-       "      <td>31.829243</td>\n",
-       "      <td>21.031632</td>\n",
-       "      <td>41.401540</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>ANKRD55</td>\n",
-       "      <td>121.543873</td>\n",
-       "      <td>150.523626</td>\n",
-       "      <td>466.996431</td>\n",
-       "      <td>216.583882</td>\n",
-       "      <td>248.945710</td>\n",
-       "      <td>256.228786</td>\n",
-       "      <td>198.722062</td>\n",
-       "      <td>265.948849</td>\n",
-       "      <td>565.198212</td>\n",
-       "      <td>...</td>\n",
-       "      <td>414.945891</td>\n",
-       "      <td>305.273085</td>\n",
-       "      <td>311.584708</td>\n",
-       "      <td>205.249083</td>\n",
-       "      <td>276.410643</td>\n",
-       "      <td>374.463563</td>\n",
-       "      <td>160.056178</td>\n",
-       "      <td>311.878040</td>\n",
-       "      <td>248.630673</td>\n",
-       "      <td>258.501350</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>APOBEC3A</td>\n",
-       "      <td>75.319985</td>\n",
-       "      <td>440.724933</td>\n",
-       "      <td>1748.098231</td>\n",
-       "      <td>1012.618469</td>\n",
-       "      <td>891.610926</td>\n",
-       "      <td>934.156739</td>\n",
-       "      <td>1321.451500</td>\n",
-       "      <td>1105.723986</td>\n",
-       "      <td>543.938130</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1601.922626</td>\n",
-       "      <td>768.179497</td>\n",
-       "      <td>888.214349</td>\n",
-       "      <td>979.692453</td>\n",
-       "      <td>79.856249</td>\n",
-       "      <td>455.192298</td>\n",
-       "      <td>1325.267928</td>\n",
-       "      <td>1037.347737</td>\n",
-       "      <td>218.258026</td>\n",
-       "      <td>670.227352</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>APOBEC3G</td>\n",
-       "      <td>1077.373866</td>\n",
-       "      <td>2000.172912</td>\n",
-       "      <td>1667.037100</td>\n",
-       "      <td>1780.829286</td>\n",
-       "      <td>1420.247435</td>\n",
-       "      <td>1164.369074</td>\n",
-       "      <td>2144.010108</td>\n",
-       "      <td>1764.192698</td>\n",
-       "      <td>828.278907</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1636.478545</td>\n",
-       "      <td>2214.307532</td>\n",
-       "      <td>1363.693186</td>\n",
-       "      <td>1778.763702</td>\n",
-       "      <td>1453.922631</td>\n",
-       "      <td>1676.250841</td>\n",
-       "      <td>1492.533105</td>\n",
-       "      <td>1984.328071</td>\n",
-       "      <td>1802.026889</td>\n",
-       "      <td>1420.958673</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>APOL3</td>\n",
-       "      <td>638.796914</td>\n",
-       "      <td>698.020649</td>\n",
-       "      <td>652.881398</td>\n",
-       "      <td>1488.848427</td>\n",
-       "      <td>1859.724643</td>\n",
-       "      <td>556.076517</td>\n",
-       "      <td>2415.571556</td>\n",
-       "      <td>618.689764</td>\n",
-       "      <td>696.770757</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2213.976676</td>\n",
-       "      <td>2432.898407</td>\n",
-       "      <td>1392.358256</td>\n",
-       "      <td>1742.964211</td>\n",
-       "      <td>817.108761</td>\n",
-       "      <td>574.626797</td>\n",
-       "      <td>2689.080206</td>\n",
-       "      <td>1321.368248</td>\n",
-       "      <td>477.729857</td>\n",
-       "      <td>2087.451165</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>APOL6</td>\n",
-       "      <td>11.421676</td>\n",
-       "      <td>18.481507</td>\n",
-       "      <td>51.290178</td>\n",
-       "      <td>127.612415</td>\n",
-       "      <td>124.884075</td>\n",
-       "      <td>25.769627</td>\n",
-       "      <td>163.442975</td>\n",
-       "      <td>60.141666</td>\n",
-       "      <td>28.057499</td>\n",
-       "      <td>...</td>\n",
-       "      <td>209.460361</td>\n",
-       "      <td>148.846100</td>\n",
-       "      <td>101.124114</td>\n",
-       "      <td>154.177049</td>\n",
-       "      <td>10.769315</td>\n",
-       "      <td>51.167101</td>\n",
-       "      <td>179.857247</td>\n",
-       "      <td>76.786519</td>\n",
-       "      <td>12.057473</td>\n",
-       "      <td>143.234678</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>AQP9</td>\n",
-       "      <td>1693.479124</td>\n",
-       "      <td>813.250271</td>\n",
-       "      <td>2822.307504</td>\n",
-       "      <td>1656.757912</td>\n",
-       "      <td>1026.668164</td>\n",
-       "      <td>2095.328163</td>\n",
-       "      <td>1055.797292</td>\n",
-       "      <td>1899.050151</td>\n",
-       "      <td>1111.871256</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1932.675173</td>\n",
-       "      <td>742.318218</td>\n",
-       "      <td>1244.850575</td>\n",
-       "      <td>1666.689768</td>\n",
-       "      <td>15.056315</td>\n",
-       "      <td>902.669274</td>\n",
-       "      <td>1179.136311</td>\n",
-       "      <td>942.351635</td>\n",
-       "      <td>519.590453</td>\n",
-       "      <td>631.680689</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>ARHGAP22</td>\n",
-       "      <td>81.672664</td>\n",
-       "      <td>219.996611</td>\n",
-       "      <td>817.811891</td>\n",
-       "      <td>288.306017</td>\n",
-       "      <td>125.768851</td>\n",
-       "      <td>386.724379</td>\n",
-       "      <td>299.757001</td>\n",
-       "      <td>283.359288</td>\n",
-       "      <td>372.149285</td>\n",
-       "      <td>...</td>\n",
-       "      <td>612.345597</td>\n",
-       "      <td>143.647225</td>\n",
-       "      <td>265.940540</td>\n",
-       "      <td>339.407910</td>\n",
-       "      <td>41.524245</td>\n",
-       "      <td>289.221178</td>\n",
-       "      <td>98.818208</td>\n",
-       "      <td>167.327355</td>\n",
-       "      <td>93.432629</td>\n",
-       "      <td>104.796325</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>ARRB1</td>\n",
-       "      <td>130.124268</td>\n",
-       "      <td>94.029647</td>\n",
-       "      <td>30.140141</td>\n",
-       "      <td>206.067461</td>\n",
-       "      <td>192.019934</td>\n",
-       "      <td>80.576932</td>\n",
-       "      <td>207.974391</td>\n",
-       "      <td>56.402200</td>\n",
-       "      <td>81.471593</td>\n",
-       "      <td>...</td>\n",
-       "      <td>190.931851</td>\n",
-       "      <td>243.615472</td>\n",
-       "      <td>144.561743</td>\n",
-       "      <td>196.549348</td>\n",
-       "      <td>17.837859</td>\n",
-       "      <td>114.053246</td>\n",
-       "      <td>266.175181</td>\n",
-       "      <td>145.623651</td>\n",
-       "      <td>30.450593</td>\n",
-       "      <td>188.870256</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>ASGR1</td>\n",
-       "      <td>59.735022</td>\n",
-       "      <td>128.621206</td>\n",
-       "      <td>29.138448</td>\n",
-       "      <td>128.932551</td>\n",
-       "      <td>131.913991</td>\n",
-       "      <td>56.790259</td>\n",
-       "      <td>182.479497</td>\n",
-       "      <td>84.271410</td>\n",
-       "      <td>45.178839</td>\n",
-       "      <td>...</td>\n",
-       "      <td>35.853525</td>\n",
-       "      <td>48.148059</td>\n",
-       "      <td>95.647222</td>\n",
-       "      <td>100.087562</td>\n",
-       "      <td>34.772898</td>\n",
-       "      <td>123.688905</td>\n",
-       "      <td>213.984711</td>\n",
-       "      <td>208.161406</td>\n",
-       "      <td>41.436567</td>\n",
-       "      <td>39.708617</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>ASGR2</td>\n",
-       "      <td>58.620423</td>\n",
-       "      <td>167.455394</td>\n",
-       "      <td>33.180055</td>\n",
-       "      <td>216.219860</td>\n",
-       "      <td>203.366019</td>\n",
-       "      <td>112.987480</td>\n",
-       "      <td>228.365482</td>\n",
-       "      <td>116.618543</td>\n",
-       "      <td>121.409946</td>\n",
-       "      <td>...</td>\n",
-       "      <td>71.504357</td>\n",
-       "      <td>199.911246</td>\n",
-       "      <td>161.069566</td>\n",
-       "      <td>139.973677</td>\n",
-       "      <td>36.000505</td>\n",
-       "      <td>190.631735</td>\n",
-       "      <td>321.321684</td>\n",
-       "      <td>258.835777</td>\n",
-       "      <td>44.543720</td>\n",
-       "      <td>128.105494</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>ATHL1</td>\n",
-       "      <td>356.147615</td>\n",
-       "      <td>400.152470</td>\n",
-       "      <td>868.462016</td>\n",
-       "      <td>511.241821</td>\n",
-       "      <td>380.520019</td>\n",
-       "      <td>466.607330</td>\n",
-       "      <td>355.874684</td>\n",
-       "      <td>412.250182</td>\n",
-       "      <td>1200.126938</td>\n",
-       "      <td>...</td>\n",
-       "      <td>874.071533</td>\n",
-       "      <td>886.126172</td>\n",
-       "      <td>622.534239</td>\n",
-       "      <td>447.933364</td>\n",
-       "      <td>604.290135</td>\n",
-       "      <td>797.184586</td>\n",
-       "      <td>478.099256</td>\n",
-       "      <td>367.393259</td>\n",
-       "      <td>287.507895</td>\n",
-       "      <td>484.139422</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>ATP8B4</td>\n",
-       "      <td>84.298836</td>\n",
-       "      <td>331.131596</td>\n",
-       "      <td>145.639787</td>\n",
-       "      <td>484.404135</td>\n",
-       "      <td>495.294805</td>\n",
-       "      <td>419.894517</td>\n",
-       "      <td>246.996944</td>\n",
-       "      <td>367.636988</td>\n",
-       "      <td>495.814606</td>\n",
-       "      <td>...</td>\n",
-       "      <td>209.420076</td>\n",
-       "      <td>417.505319</td>\n",
-       "      <td>418.067788</td>\n",
-       "      <td>430.151186</td>\n",
-       "      <td>77.344800</td>\n",
-       "      <td>606.498022</td>\n",
-       "      <td>104.514502</td>\n",
-       "      <td>486.597639</td>\n",
-       "      <td>637.183562</td>\n",
-       "      <td>235.167712</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>ATXN8OS</td>\n",
-       "      <td>53.036309</td>\n",
-       "      <td>20.386414</td>\n",
-       "      <td>13.205861</td>\n",
-       "      <td>19.867055</td>\n",
-       "      <td>13.975381</td>\n",
-       "      <td>18.111678</td>\n",
-       "      <td>32.843799</td>\n",
-       "      <td>23.338098</td>\n",
-       "      <td>12.203527</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.632931</td>\n",
-       "      <td>21.259356</td>\n",
-       "      <td>19.951374</td>\n",
-       "      <td>22.448232</td>\n",
-       "      <td>16.280508</td>\n",
-       "      <td>13.012189</td>\n",
-       "      <td>13.417890</td>\n",
-       "      <td>19.452153</td>\n",
-       "      <td>14.095787</td>\n",
-       "      <td>14.415995</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>AZU1</td>\n",
-       "      <td>40.581568</td>\n",
-       "      <td>139.878083</td>\n",
-       "      <td>91.993785</td>\n",
-       "      <td>171.103037</td>\n",
-       "      <td>207.237359</td>\n",
-       "      <td>162.476917</td>\n",
-       "      <td>122.012146</td>\n",
-       "      <td>96.046724</td>\n",
-       "      <td>210.548394</td>\n",
-       "      <td>...</td>\n",
-       "      <td>79.773061</td>\n",
-       "      <td>195.177818</td>\n",
-       "      <td>157.805576</td>\n",
-       "      <td>151.206125</td>\n",
-       "      <td>39.384523</td>\n",
-       "      <td>205.031279</td>\n",
-       "      <td>85.065352</td>\n",
-       "      <td>244.913848</td>\n",
-       "      <td>278.506734</td>\n",
-       "      <td>100.209507</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>BACH2</td>\n",
-       "      <td>204.942304</td>\n",
-       "      <td>917.891539</td>\n",
-       "      <td>539.350751</td>\n",
-       "      <td>746.564213</td>\n",
-       "      <td>557.184062</td>\n",
-       "      <td>483.117950</td>\n",
-       "      <td>259.237513</td>\n",
-       "      <td>599.464289</td>\n",
-       "      <td>385.037593</td>\n",
-       "      <td>...</td>\n",
-       "      <td>734.079421</td>\n",
-       "      <td>384.781030</td>\n",
-       "      <td>490.711310</td>\n",
-       "      <td>312.599811</td>\n",
-       "      <td>1028.863369</td>\n",
-       "      <td>714.480567</td>\n",
-       "      <td>1240.878488</td>\n",
-       "      <td>391.528420</td>\n",
-       "      <td>1339.101484</td>\n",
-       "      <td>1117.598409</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>517</th>\n",
-       "      <td>TRIB2</td>\n",
-       "      <td>396.438178</td>\n",
-       "      <td>884.103835</td>\n",
-       "      <td>2150.042689</td>\n",
-       "      <td>722.255051</td>\n",
-       "      <td>1130.958384</td>\n",
-       "      <td>974.499064</td>\n",
-       "      <td>701.588575</td>\n",
-       "      <td>681.160553</td>\n",
-       "      <td>1715.525743</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1442.641090</td>\n",
-       "      <td>977.862781</td>\n",
-       "      <td>756.046205</td>\n",
-       "      <td>716.356874</td>\n",
-       "      <td>1301.796921</td>\n",
-       "      <td>1402.793669</td>\n",
-       "      <td>893.297704</td>\n",
-       "      <td>895.210547</td>\n",
-       "      <td>1141.569394</td>\n",
-       "      <td>1365.695616</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>518</th>\n",
-       "      <td>TRPM4</td>\n",
-       "      <td>28.597537</td>\n",
-       "      <td>16.435987</td>\n",
-       "      <td>16.530200</td>\n",
-       "      <td>59.898725</td>\n",
-       "      <td>53.443546</td>\n",
-       "      <td>38.712979</td>\n",
-       "      <td>55.597330</td>\n",
-       "      <td>18.773256</td>\n",
-       "      <td>41.451221</td>\n",
-       "      <td>...</td>\n",
-       "      <td>62.307030</td>\n",
-       "      <td>98.057217</td>\n",
-       "      <td>47.966120</td>\n",
-       "      <td>51.669656</td>\n",
-       "      <td>7.062230</td>\n",
-       "      <td>30.840442</td>\n",
-       "      <td>52.303637</td>\n",
-       "      <td>31.228300</td>\n",
-       "      <td>13.495839</td>\n",
-       "      <td>68.502065</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>519</th>\n",
-       "      <td>TRPM6</td>\n",
-       "      <td>37.697968</td>\n",
-       "      <td>31.853536</td>\n",
-       "      <td>65.530211</td>\n",
-       "      <td>36.623656</td>\n",
-       "      <td>51.682986</td>\n",
-       "      <td>61.502160</td>\n",
-       "      <td>60.398337</td>\n",
-       "      <td>105.674672</td>\n",
-       "      <td>50.958146</td>\n",
-       "      <td>...</td>\n",
-       "      <td>44.297547</td>\n",
-       "      <td>24.747764</td>\n",
-       "      <td>70.194590</td>\n",
-       "      <td>36.038296</td>\n",
-       "      <td>34.434320</td>\n",
-       "      <td>29.223880</td>\n",
-       "      <td>31.399186</td>\n",
-       "      <td>104.235711</td>\n",
-       "      <td>77.722340</td>\n",
-       "      <td>35.223395</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>520</th>\n",
-       "      <td>TSHR</td>\n",
-       "      <td>41.161088</td>\n",
-       "      <td>22.144424</td>\n",
-       "      <td>77.556786</td>\n",
-       "      <td>20.367336</td>\n",
-       "      <td>27.885778</td>\n",
-       "      <td>31.194932</td>\n",
-       "      <td>26.535805</td>\n",
-       "      <td>22.065150</td>\n",
-       "      <td>42.092916</td>\n",
-       "      <td>...</td>\n",
-       "      <td>43.429343</td>\n",
-       "      <td>18.970439</td>\n",
-       "      <td>18.210083</td>\n",
-       "      <td>21.548014</td>\n",
-       "      <td>16.326671</td>\n",
-       "      <td>34.933068</td>\n",
-       "      <td>13.478043</td>\n",
-       "      <td>27.288544</td>\n",
-       "      <td>16.980173</td>\n",
-       "      <td>32.174682</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>521</th>\n",
-       "      <td>TTC38</td>\n",
-       "      <td>59.805400</td>\n",
-       "      <td>604.915692</td>\n",
-       "      <td>466.519853</td>\n",
-       "      <td>422.161951</td>\n",
-       "      <td>417.421482</td>\n",
-       "      <td>287.541080</td>\n",
-       "      <td>301.425110</td>\n",
-       "      <td>179.994734</td>\n",
-       "      <td>165.885458</td>\n",
-       "      <td>...</td>\n",
-       "      <td>201.570005</td>\n",
-       "      <td>785.942762</td>\n",
-       "      <td>195.353544</td>\n",
-       "      <td>200.472037</td>\n",
-       "      <td>25.420850</td>\n",
-       "      <td>351.835002</td>\n",
-       "      <td>259.222126</td>\n",
-       "      <td>496.183257</td>\n",
-       "      <td>663.848954</td>\n",
-       "      <td>277.309290</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>522</th>\n",
-       "      <td>TXK</td>\n",
-       "      <td>102.154317</td>\n",
-       "      <td>461.683072</td>\n",
-       "      <td>369.585981</td>\n",
-       "      <td>433.301672</td>\n",
-       "      <td>303.911136</td>\n",
-       "      <td>255.811062</td>\n",
-       "      <td>229.809866</td>\n",
-       "      <td>378.824519</td>\n",
-       "      <td>371.780133</td>\n",
-       "      <td>...</td>\n",
-       "      <td>405.317422</td>\n",
-       "      <td>604.438193</td>\n",
-       "      <td>336.868966</td>\n",
-       "      <td>361.171577</td>\n",
-       "      <td>256.428243</td>\n",
-       "      <td>486.890980</td>\n",
-       "      <td>373.557127</td>\n",
-       "      <td>323.923503</td>\n",
-       "      <td>471.298402</td>\n",
-       "      <td>286.448247</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>523</th>\n",
-       "      <td>TYR</td>\n",
-       "      <td>554.253226</td>\n",
-       "      <td>33.102444</td>\n",
-       "      <td>59.788941</td>\n",
-       "      <td>40.830350</td>\n",
-       "      <td>142.664396</td>\n",
-       "      <td>201.627410</td>\n",
-       "      <td>92.624383</td>\n",
-       "      <td>276.595607</td>\n",
-       "      <td>149.401994</td>\n",
-       "      <td>...</td>\n",
-       "      <td>42.963265</td>\n",
-       "      <td>234.827011</td>\n",
-       "      <td>164.665613</td>\n",
-       "      <td>55.263431</td>\n",
-       "      <td>63.311735</td>\n",
-       "      <td>51.224230</td>\n",
-       "      <td>14.859135</td>\n",
-       "      <td>72.150199</td>\n",
-       "      <td>280.054179</td>\n",
-       "      <td>137.320725</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>524</th>\n",
-       "      <td>UBASH3A</td>\n",
-       "      <td>419.302812</td>\n",
-       "      <td>135.308017</td>\n",
-       "      <td>318.699983</td>\n",
-       "      <td>103.287581</td>\n",
-       "      <td>217.849578</td>\n",
-       "      <td>220.827104</td>\n",
-       "      <td>161.245675</td>\n",
-       "      <td>273.339203</td>\n",
-       "      <td>614.944233</td>\n",
-       "      <td>...</td>\n",
-       "      <td>315.038269</td>\n",
-       "      <td>453.869155</td>\n",
-       "      <td>331.217973</td>\n",
-       "      <td>144.896551</td>\n",
-       "      <td>198.330922</td>\n",
-       "      <td>303.799067</td>\n",
-       "      <td>369.909006</td>\n",
-       "      <td>95.592084</td>\n",
-       "      <td>198.310051</td>\n",
-       "      <td>269.848269</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>525</th>\n",
-       "      <td>UGT1A8</td>\n",
-       "      <td>225.558061</td>\n",
-       "      <td>207.876472</td>\n",
-       "      <td>169.852006</td>\n",
-       "      <td>178.021709</td>\n",
-       "      <td>179.795274</td>\n",
-       "      <td>206.548805</td>\n",
-       "      <td>148.902419</td>\n",
-       "      <td>212.850081</td>\n",
-       "      <td>110.507174</td>\n",
-       "      <td>...</td>\n",
-       "      <td>192.916953</td>\n",
-       "      <td>121.369254</td>\n",
-       "      <td>164.105742</td>\n",
-       "      <td>131.258043</td>\n",
-       "      <td>379.238603</td>\n",
-       "      <td>154.640155</td>\n",
-       "      <td>203.011829</td>\n",
-       "      <td>194.763296</td>\n",
-       "      <td>283.702679</td>\n",
-       "      <td>253.109643</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>526</th>\n",
-       "      <td>UGT2B17</td>\n",
-       "      <td>108.528222</td>\n",
-       "      <td>27.601451</td>\n",
-       "      <td>9.318869</td>\n",
-       "      <td>27.494967</td>\n",
-       "      <td>8.679245</td>\n",
-       "      <td>20.927142</td>\n",
-       "      <td>52.499217</td>\n",
-       "      <td>31.367406</td>\n",
-       "      <td>6.697960</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.917942</td>\n",
-       "      <td>29.326439</td>\n",
-       "      <td>23.931791</td>\n",
-       "      <td>33.185917</td>\n",
-       "      <td>10.821546</td>\n",
-       "      <td>8.827613</td>\n",
-       "      <td>10.563516</td>\n",
-       "      <td>19.891420</td>\n",
-       "      <td>12.516614</td>\n",
-       "      <td>11.210866</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>527</th>\n",
-       "      <td>UPK3A</td>\n",
-       "      <td>16.496495</td>\n",
-       "      <td>31.459792</td>\n",
-       "      <td>13.925658</td>\n",
-       "      <td>28.085220</td>\n",
-       "      <td>30.149255</td>\n",
-       "      <td>14.357210</td>\n",
-       "      <td>39.200174</td>\n",
-       "      <td>25.835681</td>\n",
-       "      <td>14.241529</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.479887</td>\n",
-       "      <td>11.674709</td>\n",
-       "      <td>24.599439</td>\n",
-       "      <td>23.873609</td>\n",
-       "      <td>14.359787</td>\n",
-       "      <td>27.365423</td>\n",
-       "      <td>52.235081</td>\n",
-       "      <td>44.495307</td>\n",
-       "      <td>15.552401</td>\n",
-       "      <td>13.365377</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>528</th>\n",
-       "      <td>VILL</td>\n",
-       "      <td>45.410204</td>\n",
-       "      <td>131.385388</td>\n",
-       "      <td>202.861322</td>\n",
-       "      <td>120.530195</td>\n",
-       "      <td>169.869604</td>\n",
-       "      <td>111.158161</td>\n",
-       "      <td>175.915190</td>\n",
-       "      <td>70.523596</td>\n",
-       "      <td>269.004326</td>\n",
-       "      <td>...</td>\n",
-       "      <td>203.136939</td>\n",
-       "      <td>268.863297</td>\n",
-       "      <td>155.353119</td>\n",
-       "      <td>142.663484</td>\n",
-       "      <td>157.650055</td>\n",
-       "      <td>167.339003</td>\n",
-       "      <td>260.372456</td>\n",
-       "      <td>133.268282</td>\n",
-       "      <td>82.761830</td>\n",
-       "      <td>178.381068</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>529</th>\n",
-       "      <td>VNN1</td>\n",
-       "      <td>357.540409</td>\n",
-       "      <td>213.380187</td>\n",
-       "      <td>179.685581</td>\n",
-       "      <td>221.957853</td>\n",
-       "      <td>138.409900</td>\n",
-       "      <td>191.998118</td>\n",
-       "      <td>160.415654</td>\n",
-       "      <td>191.273908</td>\n",
-       "      <td>105.571258</td>\n",
-       "      <td>...</td>\n",
-       "      <td>90.485462</td>\n",
-       "      <td>52.417816</td>\n",
-       "      <td>143.108354</td>\n",
-       "      <td>201.496407</td>\n",
-       "      <td>19.168560</td>\n",
-       "      <td>186.826612</td>\n",
-       "      <td>217.665479</td>\n",
-       "      <td>190.763096</td>\n",
-       "      <td>61.524149</td>\n",
-       "      <td>31.811393</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>530</th>\n",
-       "      <td>VNN2</td>\n",
-       "      <td>210.074758</td>\n",
-       "      <td>541.703058</td>\n",
-       "      <td>3404.609299</td>\n",
-       "      <td>1049.711436</td>\n",
-       "      <td>428.003873</td>\n",
-       "      <td>1989.357383</td>\n",
-       "      <td>605.297504</td>\n",
-       "      <td>2297.046025</td>\n",
-       "      <td>719.044987</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1449.100033</td>\n",
-       "      <td>212.566742</td>\n",
-       "      <td>823.309101</td>\n",
-       "      <td>703.277085</td>\n",
-       "      <td>81.731764</td>\n",
-       "      <td>437.215191</td>\n",
-       "      <td>862.386192</td>\n",
-       "      <td>699.466893</td>\n",
-       "      <td>149.020283</td>\n",
-       "      <td>83.428078</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>531</th>\n",
-       "      <td>VNN3</td>\n",
-       "      <td>39.713984</td>\n",
-       "      <td>38.868693</td>\n",
-       "      <td>416.405767</td>\n",
-       "      <td>126.137489</td>\n",
-       "      <td>55.186369</td>\n",
-       "      <td>261.555970</td>\n",
-       "      <td>55.057677</td>\n",
-       "      <td>292.346022</td>\n",
-       "      <td>111.147701</td>\n",
-       "      <td>...</td>\n",
-       "      <td>201.242961</td>\n",
-       "      <td>47.271101</td>\n",
-       "      <td>113.394120</td>\n",
-       "      <td>93.539957</td>\n",
-       "      <td>31.305541</td>\n",
-       "      <td>48.347719</td>\n",
-       "      <td>61.986567</td>\n",
-       "      <td>64.076158</td>\n",
-       "      <td>41.638945</td>\n",
-       "      <td>42.043433</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>532</th>\n",
-       "      <td>VPREB3</td>\n",
-       "      <td>268.657023</td>\n",
-       "      <td>878.823061</td>\n",
-       "      <td>394.741428</td>\n",
-       "      <td>668.633439</td>\n",
-       "      <td>560.443001</td>\n",
-       "      <td>563.323263</td>\n",
-       "      <td>180.232517</td>\n",
-       "      <td>453.193511</td>\n",
-       "      <td>114.489974</td>\n",
-       "      <td>...</td>\n",
-       "      <td>728.059333</td>\n",
-       "      <td>166.635685</td>\n",
-       "      <td>392.066093</td>\n",
-       "      <td>372.743790</td>\n",
-       "      <td>1950.453553</td>\n",
-       "      <td>499.082260</td>\n",
-       "      <td>873.225356</td>\n",
-       "      <td>516.272590</td>\n",
-       "      <td>1079.743834</td>\n",
-       "      <td>1072.305073</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>533</th>\n",
-       "      <td>WNT5B</td>\n",
-       "      <td>24.234275</td>\n",
-       "      <td>29.565298</td>\n",
-       "      <td>45.242067</td>\n",
-       "      <td>79.067875</td>\n",
-       "      <td>49.268954</td>\n",
-       "      <td>85.073581</td>\n",
-       "      <td>26.721575</td>\n",
-       "      <td>33.201820</td>\n",
-       "      <td>84.301906</td>\n",
-       "      <td>...</td>\n",
-       "      <td>61.547826</td>\n",
-       "      <td>126.229157</td>\n",
-       "      <td>59.321586</td>\n",
-       "      <td>51.556015</td>\n",
-       "      <td>10.418006</td>\n",
-       "      <td>63.887299</td>\n",
-       "      <td>12.025401</td>\n",
-       "      <td>17.484092</td>\n",
-       "      <td>23.973709</td>\n",
-       "      <td>76.456404</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>534</th>\n",
-       "      <td>WNT7A</td>\n",
-       "      <td>29.766838</td>\n",
-       "      <td>32.771144</td>\n",
-       "      <td>48.257751</td>\n",
-       "      <td>29.586519</td>\n",
-       "      <td>36.662573</td>\n",
-       "      <td>30.846681</td>\n",
-       "      <td>39.888847</td>\n",
-       "      <td>37.020429</td>\n",
-       "      <td>73.407614</td>\n",
-       "      <td>...</td>\n",
-       "      <td>48.601739</td>\n",
-       "      <td>49.745091</td>\n",
-       "      <td>47.844988</td>\n",
-       "      <td>34.764982</td>\n",
-       "      <td>36.006192</td>\n",
-       "      <td>48.127445</td>\n",
-       "      <td>60.297825</td>\n",
-       "      <td>34.348873</td>\n",
-       "      <td>23.495058</td>\n",
-       "      <td>37.432574</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>535</th>\n",
-       "      <td>ZAP70</td>\n",
-       "      <td>541.193490</td>\n",
-       "      <td>1292.800862</td>\n",
-       "      <td>2841.062339</td>\n",
-       "      <td>715.259200</td>\n",
-       "      <td>1230.466830</td>\n",
-       "      <td>1031.553632</td>\n",
-       "      <td>797.925417</td>\n",
-       "      <td>735.334828</td>\n",
-       "      <td>2096.873673</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1550.703594</td>\n",
-       "      <td>2032.509804</td>\n",
-       "      <td>850.333202</td>\n",
-       "      <td>599.861803</td>\n",
-       "      <td>714.486206</td>\n",
-       "      <td>1488.578472</td>\n",
-       "      <td>1360.600107</td>\n",
-       "      <td>1029.308710</td>\n",
-       "      <td>1194.654720</td>\n",
-       "      <td>1389.897840</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>536</th>\n",
-       "      <td>ZBP1</td>\n",
-       "      <td>199.596571</td>\n",
-       "      <td>152.667826</td>\n",
-       "      <td>154.501773</td>\n",
-       "      <td>111.423733</td>\n",
-       "      <td>92.666704</td>\n",
-       "      <td>123.636469</td>\n",
-       "      <td>136.615854</td>\n",
-       "      <td>130.802857</td>\n",
-       "      <td>89.965775</td>\n",
-       "      <td>...</td>\n",
-       "      <td>82.620367</td>\n",
-       "      <td>205.980642</td>\n",
-       "      <td>100.151952</td>\n",
-       "      <td>96.370665</td>\n",
-       "      <td>97.773896</td>\n",
-       "      <td>76.419310</td>\n",
-       "      <td>77.366006</td>\n",
-       "      <td>128.668573</td>\n",
-       "      <td>146.475420</td>\n",
-       "      <td>81.177838</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>537</th>\n",
-       "      <td>ZBTB10</td>\n",
-       "      <td>57.153985</td>\n",
-       "      <td>130.258064</td>\n",
-       "      <td>569.992563</td>\n",
-       "      <td>146.175049</td>\n",
-       "      <td>186.039232</td>\n",
-       "      <td>215.039695</td>\n",
-       "      <td>174.664020</td>\n",
-       "      <td>133.241456</td>\n",
-       "      <td>320.707420</td>\n",
-       "      <td>...</td>\n",
-       "      <td>374.956951</td>\n",
-       "      <td>106.824552</td>\n",
-       "      <td>145.804778</td>\n",
-       "      <td>158.884582</td>\n",
-       "      <td>97.147451</td>\n",
-       "      <td>253.473974</td>\n",
-       "      <td>124.753854</td>\n",
-       "      <td>204.814396</td>\n",
-       "      <td>125.262421</td>\n",
-       "      <td>209.817998</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>538</th>\n",
-       "      <td>ZBTB32</td>\n",
-       "      <td>42.000858</td>\n",
-       "      <td>38.738421</td>\n",
-       "      <td>31.355156</td>\n",
-       "      <td>43.776593</td>\n",
-       "      <td>62.391278</td>\n",
-       "      <td>46.893540</td>\n",
-       "      <td>68.109328</td>\n",
-       "      <td>43.050515</td>\n",
-       "      <td>40.134975</td>\n",
-       "      <td>...</td>\n",
-       "      <td>80.753269</td>\n",
-       "      <td>54.987232</td>\n",
-       "      <td>63.577787</td>\n",
-       "      <td>59.477040</td>\n",
-       "      <td>144.181217</td>\n",
-       "      <td>28.817187</td>\n",
-       "      <td>55.015393</td>\n",
-       "      <td>65.435817</td>\n",
-       "      <td>29.754224</td>\n",
-       "      <td>93.699093</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>539</th>\n",
-       "      <td>ZFP36L2</td>\n",
-       "      <td>1157.776485</td>\n",
-       "      <td>1071.059015</td>\n",
-       "      <td>816.743555</td>\n",
-       "      <td>513.214346</td>\n",
-       "      <td>911.895247</td>\n",
-       "      <td>886.816325</td>\n",
-       "      <td>819.150646</td>\n",
-       "      <td>1019.168649</td>\n",
-       "      <td>908.298264</td>\n",
-       "      <td>...</td>\n",
-       "      <td>613.491063</td>\n",
-       "      <td>1193.017928</td>\n",
-       "      <td>867.882161</td>\n",
-       "      <td>730.082364</td>\n",
-       "      <td>1473.254524</td>\n",
-       "      <td>472.468608</td>\n",
-       "      <td>1808.782731</td>\n",
-       "      <td>515.307275</td>\n",
-       "      <td>930.558717</td>\n",
-       "      <td>1017.399851</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>540</th>\n",
-       "      <td>ZNF135</td>\n",
-       "      <td>7.889409</td>\n",
-       "      <td>52.434711</td>\n",
-       "      <td>36.970861</td>\n",
-       "      <td>41.263377</td>\n",
-       "      <td>36.678592</td>\n",
-       "      <td>27.566395</td>\n",
-       "      <td>22.216719</td>\n",
-       "      <td>35.041125</td>\n",
-       "      <td>31.136039</td>\n",
-       "      <td>...</td>\n",
-       "      <td>30.384510</td>\n",
-       "      <td>54.894430</td>\n",
-       "      <td>31.183052</td>\n",
-       "      <td>19.671663</td>\n",
-       "      <td>16.180469</td>\n",
-       "      <td>42.703585</td>\n",
-       "      <td>48.033978</td>\n",
-       "      <td>43.106188</td>\n",
-       "      <td>67.774601</td>\n",
-       "      <td>36.445281</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>541</th>\n",
-       "      <td>ZNF165</td>\n",
-       "      <td>27.506182</td>\n",
-       "      <td>8.392532</td>\n",
-       "      <td>4.687986</td>\n",
-       "      <td>9.801864</td>\n",
-       "      <td>282.790857</td>\n",
-       "      <td>162.906837</td>\n",
-       "      <td>237.012015</td>\n",
-       "      <td>617.040699</td>\n",
-       "      <td>217.700737</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.308271</td>\n",
-       "      <td>13.258060</td>\n",
-       "      <td>402.485091</td>\n",
-       "      <td>11.533076</td>\n",
-       "      <td>3.980330</td>\n",
-       "      <td>8.238147</td>\n",
-       "      <td>3.938434</td>\n",
-       "      <td>828.409781</td>\n",
-       "      <td>587.146385</td>\n",
-       "      <td>11.184848</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>542</th>\n",
-       "      <td>ZNF204P</td>\n",
-       "      <td>48.758206</td>\n",
-       "      <td>57.061392</td>\n",
-       "      <td>54.066110</td>\n",
-       "      <td>53.431099</td>\n",
-       "      <td>55.479452</td>\n",
-       "      <td>49.220967</td>\n",
-       "      <td>67.020255</td>\n",
-       "      <td>56.251190</td>\n",
-       "      <td>108.192232</td>\n",
-       "      <td>...</td>\n",
-       "      <td>73.162978</td>\n",
-       "      <td>93.670140</td>\n",
-       "      <td>76.274116</td>\n",
-       "      <td>56.708595</td>\n",
-       "      <td>76.239369</td>\n",
-       "      <td>74.082308</td>\n",
-       "      <td>91.209925</td>\n",
-       "      <td>52.212540</td>\n",
-       "      <td>53.140029</td>\n",
-       "      <td>62.398021</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>543</th>\n",
-       "      <td>ZNF222</td>\n",
-       "      <td>32.720772</td>\n",
-       "      <td>58.067209</td>\n",
-       "      <td>77.998857</td>\n",
-       "      <td>69.003645</td>\n",
-       "      <td>92.466949</td>\n",
-       "      <td>76.298199</td>\n",
-       "      <td>51.843388</td>\n",
-       "      <td>83.130215</td>\n",
-       "      <td>103.752530</td>\n",
-       "      <td>...</td>\n",
-       "      <td>60.934160</td>\n",
-       "      <td>68.828740</td>\n",
-       "      <td>81.915489</td>\n",
-       "      <td>61.653266</td>\n",
-       "      <td>9.285707</td>\n",
-       "      <td>95.252363</td>\n",
-       "      <td>44.246170</td>\n",
-       "      <td>107.538203</td>\n",
-       "      <td>104.596890</td>\n",
-       "      <td>52.052568</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>544</th>\n",
-       "      <td>ZNF286A</td>\n",
-       "      <td>70.880992</td>\n",
-       "      <td>225.042651</td>\n",
-       "      <td>282.213516</td>\n",
-       "      <td>178.471875</td>\n",
-       "      <td>144.134043</td>\n",
-       "      <td>190.900156</td>\n",
-       "      <td>127.154172</td>\n",
-       "      <td>203.555087</td>\n",
-       "      <td>108.444043</td>\n",
-       "      <td>...</td>\n",
-       "      <td>230.512154</td>\n",
-       "      <td>104.122230</td>\n",
-       "      <td>138.287435</td>\n",
-       "      <td>121.599219</td>\n",
-       "      <td>288.928464</td>\n",
-       "      <td>156.277020</td>\n",
-       "      <td>251.969792</td>\n",
-       "      <td>134.037765</td>\n",
-       "      <td>259.911676</td>\n",
-       "      <td>250.981308</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>545</th>\n",
-       "      <td>ZNF324</td>\n",
-       "      <td>35.750297</td>\n",
-       "      <td>30.012501</td>\n",
-       "      <td>70.749312</td>\n",
-       "      <td>53.038885</td>\n",
-       "      <td>47.293548</td>\n",
-       "      <td>48.953839</td>\n",
-       "      <td>31.123677</td>\n",
-       "      <td>34.999003</td>\n",
-       "      <td>106.739263</td>\n",
-       "      <td>...</td>\n",
-       "      <td>74.532124</td>\n",
-       "      <td>84.772633</td>\n",
-       "      <td>57.069823</td>\n",
-       "      <td>41.285583</td>\n",
-       "      <td>24.443720</td>\n",
-       "      <td>79.775995</td>\n",
-       "      <td>31.598262</td>\n",
-       "      <td>41.351515</td>\n",
-       "      <td>39.350155</td>\n",
-       "      <td>54.345457</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>546</th>\n",
-       "      <td>ZNF442</td>\n",
-       "      <td>32.183320</td>\n",
-       "      <td>31.685693</td>\n",
-       "      <td>46.017288</td>\n",
-       "      <td>35.806223</td>\n",
-       "      <td>40.883468</td>\n",
-       "      <td>35.310897</td>\n",
-       "      <td>56.534880</td>\n",
-       "      <td>39.367911</td>\n",
-       "      <td>28.900849</td>\n",
-       "      <td>...</td>\n",
-       "      <td>45.608010</td>\n",
-       "      <td>31.424052</td>\n",
-       "      <td>36.480010</td>\n",
-       "      <td>35.530474</td>\n",
-       "      <td>18.941193</td>\n",
-       "      <td>38.508023</td>\n",
-       "      <td>32.533233</td>\n",
-       "      <td>48.370295</td>\n",
-       "      <td>27.523809</td>\n",
-       "      <td>28.942266</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>547 rows × 1001 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    Gene symbol           V1           V2           V3           V4  \\\n",
-       "0         ABCB4     7.673002    89.153072    48.971419    93.913063   \n",
-       "1         ABCB9   252.944093    75.466101    23.491314    75.434049   \n",
-       "2         ACAP1   632.125573   343.625316   572.119823   246.438125   \n",
-       "3          ACHE    19.816211    23.481322    64.125618   148.818706   \n",
-       "4          ACP5  5631.592936  3511.926966  1441.301940  3766.244642   \n",
-       "..          ...          ...          ...          ...          ...   \n",
-       "542     ZNF204P    48.758206    57.061392    54.066110    53.431099   \n",
-       "543      ZNF222    32.720772    58.067209    77.998857    69.003645   \n",
-       "544     ZNF286A    70.880992   225.042651   282.213516   178.471875   \n",
-       "545      ZNF324    35.750297    30.012501    70.749312    53.038885   \n",
-       "546      ZNF442    32.183320    31.685693    46.017288    35.806223   \n",
-       "\n",
-       "              V5           V6          V7           V8           V9  ...  \\\n",
-       "0      62.088621    56.655501   10.574024    62.133919    24.254555  ...   \n",
-       "1      38.178484    65.054379  122.334218    85.719180    31.492915  ...   \n",
-       "2     419.885065   460.838182  276.133797   585.041419   705.762770  ...   \n",
-       "3     181.653186    39.208100  227.547769    33.310385    41.328040  ...   \n",
-       "4    2562.465631  3841.155449  908.523285  2159.867915  2344.835618  ...   \n",
-       "..           ...          ...         ...          ...          ...  ...   \n",
-       "542    55.479452    49.220967   67.020255    56.251190   108.192232  ...   \n",
-       "543    92.466949    76.298199   51.843388    83.130215   103.752530  ...   \n",
-       "544   144.134043   190.900156  127.154172   203.555087   108.444043  ...   \n",
-       "545    47.293548    48.953839   31.123677    34.999003   106.739263  ...   \n",
-       "546    40.883468    35.310897   56.534880    39.367911    28.900849  ...   \n",
-       "\n",
-       "            V991         V992         V993         V994         V995  \\\n",
-       "0      57.985336    36.365326    40.239448    25.707640     9.861928   \n",
-       "1      25.164367    79.622988    68.854989    92.933668    24.197179   \n",
-       "2     463.042073   627.771165   500.710117   270.525319   480.364715   \n",
-       "3     253.071079   222.404087   124.188930   168.821501    17.123620   \n",
-       "4    1794.585410  2229.277666  2394.477419  3805.807685  1571.106388   \n",
-       "..           ...          ...          ...          ...          ...   \n",
-       "542    73.162978    93.670140    76.274116    56.708595    76.239369   \n",
-       "543    60.934160    68.828740    81.915489    61.653266     9.285707   \n",
-       "544   230.512154   104.122230   138.287435   121.599219   288.928464   \n",
-       "545    74.532124    84.772633    57.069823    41.285583    24.443720   \n",
-       "546    45.608010    31.424052    36.480010    35.530474    18.941193   \n",
-       "\n",
-       "            V996        V997        V998         V999        V1000  \n",
-       "0      76.025399  122.753714   14.723155   171.305793   119.547880  \n",
-       "1      37.472960   22.564546   47.198158    39.663271    28.433639  \n",
-       "2     402.688367  527.962128  328.634180   515.340929   463.864381  \n",
-       "3      31.154009  253.780944  116.804811    20.402001   197.548285  \n",
-       "4    3342.368717  542.849191  919.492011  2532.106841  1662.893678  \n",
-       "..           ...         ...         ...          ...          ...  \n",
-       "542    74.082308   91.209925   52.212540    53.140029    62.398021  \n",
-       "543    95.252363   44.246170  107.538203   104.596890    52.052568  \n",
-       "544   156.277020  251.969792  134.037765   259.911676   250.981308  \n",
-       "545    79.775995   31.598262   41.351515    39.350155    54.345457  \n",
-       "546    38.508023   32.533233   48.370295    27.523809    28.942266  \n",
-       "\n",
-       "[547 rows x 1001 columns]"
-      ]
-     },
-     "execution_count": 140,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.0"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/Test read rds.ipynb b/Test read rds.ipynb
deleted file mode 100644
index 29ea59d..0000000
--- a/Test read rds.ipynb	
+++ /dev/null
@@ -1,2070 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import rpy2\n",
-    "import rpy2.robjects as robjects\n",
-    "from rpy2.robjects import pandas2ri\n",
-    "readRDS = robjects.r['readRDS']\n",
-    "from rpy2.robjects.conversion import localconverter\n",
-    "import pandas as pd\n",
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from rpy2.robjects.packages import importr"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.6’\n",
-      "(as ‘lib’ is unspecified)\n",
-      "\n",
-      "R[write to console]: probando la URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
-      "\n",
-      "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 38020 bytes (37 KB)\n",
-      "\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
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-      "R[write to console]: =\n",
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-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
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-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
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-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: downloaded 37 KB\n",
-      "\n",
-      "\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: \n",
-      "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
-      "R[write to console]: \n",
-      "R[write to console]: \n",
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<rpy2.rinterface.NULLType object at 0x7f05381c5ac8> [RTYPES.NILSXP]"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "utils = importr('utils')\n",
-    "base = importr('base')\n",
-    "utils.install_packages('BiocManager')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "R[write to console]: Bioconductor version 3.9 (BiocManager 1.30.7), R 3.6.1 (2019-07-05)\n",
-      "\n",
-      "R[write to console]: Installing package(s) 'limma'\n",
-      "\n",
-      "R[write to console]: probando la URL 'https://bioconductor.org/packages/3.9/bioc/src/contrib/limma_3.40.6.tar.gz'\n",
-      "\n",
-      "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 1481309 bytes (1.4 MB)\n",
-      "\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
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-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
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-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: downloaded 1.4 MB\n",
-      "\n",
-      "\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: \n",
-      "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/Rtmpz0Fkjx/downloaded_packages’\n",
-      "R[write to console]: \n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: installation path not writeable, unable to update packages: KernSmooth\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "biocmanager = importr('BiocManager')\n",
-    "biocmanager.install('limma')\n",
-    "limma = importr('limma')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df = readRDS('./data/celllines.rds')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    df = robjects.conversion.rpy2py(df)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector = np.array(df[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "ValueError",
-     "evalue": "all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-13-55d56e2787b4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Gene Symbol'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
-      "\u001b[0;32m~/.local/lib/python3.6/site-packages/numpy/lib/shape_base.py\u001b[0m in \u001b[0;36mcolumn_stack\u001b[0;34m(tup)\u001b[0m\n\u001b[1;32m    639\u001b[0m             \u001b[0marr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msubok\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    640\u001b[0m         \u001b[0marrays\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 641\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_nx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    642\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    643\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mconcatenate\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
-      "\u001b[0;31mValueError\u001b[0m: all the input array dimensions for the concatenation axis must match exactly, but along dimension 0, the array at index 0 has size 16532 and the array at index 1 has size 1"
-     ]
-    }
-   ],
-   "source": [
-    "vector = [x[2] for x in df]\n",
-    "vector.insert(0, df[0].rownames)\n",
-    "columns = ['V' + str(x+1) for x in range(len(df))]\n",
-    "columns.insert(0, 'Gene Symbol')\n",
-    "Y = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df = readRDS('./data/BRCA_rna.rds')\n",
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    brcapd = robjects.conversion.rpy2py(df)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <span>FloatMatrix with 24909930 elements.</span>\n",
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-       "          \n",
-       "            <td>\n",
-       "            571.840000\n",
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-       "            <td>\n",
-       "            ...\n",
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-       "            9778.000000\n",
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-       "            <td>\n",
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-       "            </td>\n",
-       "          \n",
-       "            <td>\n",
-       "            1328.000000\n",
-       "            </td>\n",
-       "          \n",
-       "          </tr>\n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "R object with classes: ('matrix',) mapped to:\n",
-       "[571.840000, 0.000000, 0.000000, 298.740000, ..., 1648.000000, 9778.000000, 1622.000000, 1328.000000]"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 113,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "24909930"
-      ]
-     },
-     "execution_count": 113,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "len(brcapd[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 136,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector = np.array(brcapd[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 142,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df1 = pd.DataFrame(vector, index = brcapd[0].rownames, columns = brcapd[0].colnames)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 143,
-   "metadata": {},
-   "outputs": [
-    {
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-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>TCGA.3C.AAAU.01A.11R.A41B.07</th>\n",
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-       "      <th>TCGA.5T.A9QA.01A.11R.A41B.07</th>\n",
-       "      <th>TCGA.A1.A0SB.01A.11R.A144.07</th>\n",
-       "      <th>TCGA.A1.A0SD.01A.11R.A115.07</th>\n",
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-       "      <th>TCGA.UL.AAZ6.01A.11R.A41B.07</th>\n",
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-       "      <th>TCGA.Z7.A8R5.01A.42R.A41B.07</th>\n",
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-       "      <th>A1BG</th>\n",
-       "      <td>571.84</td>\n",
-       "      <td>436.55</td>\n",
-       "      <td>466.83</td>\n",
-       "      <td>461.69</td>\n",
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-       "      <td>430.13</td>\n",
-       "      <td>...</td>\n",
-       "      <td>110.60</td>\n",
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-       "      <td>566.98</td>\n",
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-       "      <td>735.86</td>\n",
-       "      <td>713.63</td>\n",
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-       "    <tr>\n",
-       "      <th>A1CF</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
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-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2BP1</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>9.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>10.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
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-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>11.00</td>\n",
-       "      <td>6.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2LD1</th>\n",
-       "      <td>298.74</td>\n",
-       "      <td>130.32</td>\n",
-       "      <td>177.87</td>\n",
-       "      <td>151.08</td>\n",
-       "      <td>362.77</td>\n",
-       "      <td>190.14</td>\n",
-       "      <td>125.12</td>\n",
-       "      <td>446.68</td>\n",
-       "      <td>84.12</td>\n",
-       "      <td>202.11</td>\n",
-       "      <td>...</td>\n",
-       "      <td>473.07</td>\n",
-       "      <td>311.08</td>\n",
-       "      <td>203.27</td>\n",
-       "      <td>125.82</td>\n",
-       "      <td>395.69</td>\n",
-       "      <td>75.79</td>\n",
-       "      <td>333.32</td>\n",
-       "      <td>169.21</td>\n",
-       "      <td>136.11</td>\n",
-       "      <td>72.38</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2M</th>\n",
-       "      <td>16823.52</td>\n",
-       "      <td>13924.87</td>\n",
-       "      <td>9750.96</td>\n",
-       "      <td>26490.85</td>\n",
-       "      <td>22525.79</td>\n",
-       "      <td>21021.82</td>\n",
-       "      <td>18903.93</td>\n",
-       "      <td>6084.91</td>\n",
-       "      <td>70203.92</td>\n",
-       "      <td>71921.78</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11632.72</td>\n",
-       "      <td>4878.98</td>\n",
-       "      <td>13074.10</td>\n",
-       "      <td>38610.76</td>\n",
-       "      <td>12148.67</td>\n",
-       "      <td>6641.28</td>\n",
-       "      <td>51685.84</td>\n",
-       "      <td>36189.77</td>\n",
-       "      <td>61673.21</td>\n",
-       "      <td>21090.94</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A2ML1</th>\n",
-       "      <td>4.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>23.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>360.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>26.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>118.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>12.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A4GALT</th>\n",
-       "      <td>198.00</td>\n",
-       "      <td>290.00</td>\n",
-       "      <td>633.00</td>\n",
-       "      <td>1224.00</td>\n",
-       "      <td>804.00</td>\n",
-       "      <td>631.00</td>\n",
-       "      <td>323.00</td>\n",
-       "      <td>787.00</td>\n",
-       "      <td>749.00</td>\n",
-       "      <td>1140.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1304.00</td>\n",
-       "      <td>87.00</td>\n",
-       "      <td>2384.00</td>\n",
-       "      <td>585.00</td>\n",
-       "      <td>2553.00</td>\n",
-       "      <td>438.00</td>\n",
-       "      <td>1284.00</td>\n",
-       "      <td>1303.00</td>\n",
-       "      <td>764.00</td>\n",
-       "      <td>2209.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>A4GNT</th>\n",
-       "      <td>25.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>6.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAA1</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAAS</th>\n",
-       "      <td>1884.00</td>\n",
-       "      <td>1633.00</td>\n",
-       "      <td>798.00</td>\n",
-       "      <td>1878.00</td>\n",
-       "      <td>1925.00</td>\n",
-       "      <td>1627.00</td>\n",
-       "      <td>971.00</td>\n",
-       "      <td>1670.00</td>\n",
-       "      <td>1580.00</td>\n",
-       "      <td>1594.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3957.00</td>\n",
-       "      <td>698.00</td>\n",
-       "      <td>2314.00</td>\n",
-       "      <td>2485.00</td>\n",
-       "      <td>1680.00</td>\n",
-       "      <td>1555.00</td>\n",
-       "      <td>1796.00</td>\n",
-       "      <td>1909.00</td>\n",
-       "      <td>1747.00</td>\n",
-       "      <td>2510.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AACS</th>\n",
-       "      <td>3155.00</td>\n",
-       "      <td>1538.00</td>\n",
-       "      <td>1691.00</td>\n",
-       "      <td>2074.00</td>\n",
-       "      <td>1974.00</td>\n",
-       "      <td>1421.00</td>\n",
-       "      <td>1147.00</td>\n",
-       "      <td>2291.00</td>\n",
-       "      <td>4848.00</td>\n",
-       "      <td>2372.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4700.00</td>\n",
-       "      <td>3079.00</td>\n",
-       "      <td>2783.00</td>\n",
-       "      <td>1230.00</td>\n",
-       "      <td>1152.00</td>\n",
-       "      <td>794.00</td>\n",
-       "      <td>2938.00</td>\n",
-       "      <td>1824.00</td>\n",
-       "      <td>1779.00</td>\n",
-       "      <td>2179.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AACSL</th>\n",
-       "      <td>4.00</td>\n",
-       "      <td>65.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1821.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADAC</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>7.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>90.00</td>\n",
-       "      <td>6.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>11.00</td>\n",
-       "      <td>30.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADACL2</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADACL3</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADACL4</th>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AADAT</th>\n",
-       "      <td>16.00</td>\n",
-       "      <td>45.00</td>\n",
-       "      <td>59.00</td>\n",
-       "      <td>138.00</td>\n",
-       "      <td>148.00</td>\n",
-       "      <td>59.00</td>\n",
-       "      <td>40.00</td>\n",
-       "      <td>219.00</td>\n",
-       "      <td>445.00</td>\n",
-       "      <td>120.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>257.00</td>\n",
-       "      <td>14.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>68.00</td>\n",
-       "      <td>49.00</td>\n",
-       "      <td>38.00</td>\n",
-       "      <td>106.00</td>\n",
-       "      <td>96.00</td>\n",
-       "      <td>67.00</td>\n",
-       "      <td>69.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAGAB</th>\n",
-       "      <td>3773.00</td>\n",
-       "      <td>6512.00</td>\n",
-       "      <td>1501.00</td>\n",
-       "      <td>4069.00</td>\n",
-       "      <td>4236.00</td>\n",
-       "      <td>3226.00</td>\n",
-       "      <td>2611.00</td>\n",
-       "      <td>4941.00</td>\n",
-       "      <td>1884.00</td>\n",
-       "      <td>5901.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6756.00</td>\n",
-       "      <td>1751.00</td>\n",
-       "      <td>5407.00</td>\n",
-       "      <td>2451.00</td>\n",
-       "      <td>1836.00</td>\n",
-       "      <td>985.00</td>\n",
-       "      <td>3774.00</td>\n",
-       "      <td>3241.00</td>\n",
-       "      <td>2702.00</td>\n",
-       "      <td>4202.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAK1</th>\n",
-       "      <td>1501.00</td>\n",
-       "      <td>1560.00</td>\n",
-       "      <td>627.00</td>\n",
-       "      <td>1759.00</td>\n",
-       "      <td>1594.00</td>\n",
-       "      <td>1613.00</td>\n",
-       "      <td>850.00</td>\n",
-       "      <td>659.00</td>\n",
-       "      <td>2327.00</td>\n",
-       "      <td>3341.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1918.00</td>\n",
-       "      <td>1137.00</td>\n",
-       "      <td>552.00</td>\n",
-       "      <td>1612.00</td>\n",
-       "      <td>802.00</td>\n",
-       "      <td>612.00</td>\n",
-       "      <td>2446.00</td>\n",
-       "      <td>1914.00</td>\n",
-       "      <td>1082.00</td>\n",
-       "      <td>1500.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AAMP</th>\n",
-       "      <td>5957.00</td>\n",
-       "      <td>5480.00</td>\n",
-       "      <td>2528.00</td>\n",
-       "      <td>6677.00</td>\n",
-       "      <td>7733.00</td>\n",
-       "      <td>6122.00</td>\n",
-       "      <td>3801.00</td>\n",
-       "      <td>6436.00</td>\n",
-       "      <td>4880.00</td>\n",
-       "      <td>7242.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11362.00</td>\n",
-       "      <td>3702.00</td>\n",
-       "      <td>7863.00</td>\n",
-       "      <td>5566.00</td>\n",
-       "      <td>5717.00</td>\n",
-       "      <td>2628.00</td>\n",
-       "      <td>5563.00</td>\n",
-       "      <td>5799.00</td>\n",
-       "      <td>5214.00</td>\n",
-       "      <td>7569.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AANAT</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AARS</th>\n",
-       "      <td>12794.00</td>\n",
-       "      <td>8406.00</td>\n",
-       "      <td>2820.00</td>\n",
-       "      <td>5131.00</td>\n",
-       "      <td>5548.00</td>\n",
-       "      <td>3466.00</td>\n",
-       "      <td>2726.00</td>\n",
-       "      <td>16427.00</td>\n",
-       "      <td>7661.00</td>\n",
-       "      <td>6601.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>28173.00</td>\n",
-       "      <td>8516.00</td>\n",
-       "      <td>3673.00</td>\n",
-       "      <td>3053.00</td>\n",
-       "      <td>4800.00</td>\n",
-       "      <td>1232.00</td>\n",
-       "      <td>5437.00</td>\n",
-       "      <td>5518.00</td>\n",
-       "      <td>3945.00</td>\n",
-       "      <td>5876.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AARS2</th>\n",
-       "      <td>2001.68</td>\n",
-       "      <td>868.93</td>\n",
-       "      <td>485.00</td>\n",
-       "      <td>1043.99</td>\n",
-       "      <td>1357.94</td>\n",
-       "      <td>993.99</td>\n",
-       "      <td>657.00</td>\n",
-       "      <td>1480.95</td>\n",
-       "      <td>1138.93</td>\n",
-       "      <td>1405.99</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1305.00</td>\n",
-       "      <td>504.99</td>\n",
-       "      <td>757.00</td>\n",
-       "      <td>1291.75</td>\n",
-       "      <td>603.00</td>\n",
-       "      <td>723.00</td>\n",
-       "      <td>1120.86</td>\n",
-       "      <td>1392.56</td>\n",
-       "      <td>707.96</td>\n",
-       "      <td>1518.93</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AARSD1</th>\n",
-       "      <td>1354.00</td>\n",
-       "      <td>770.00</td>\n",
-       "      <td>431.00</td>\n",
-       "      <td>1193.00</td>\n",
-       "      <td>1557.00</td>\n",
-       "      <td>1191.00</td>\n",
-       "      <td>958.00</td>\n",
-       "      <td>2305.00</td>\n",
-       "      <td>1481.00</td>\n",
-       "      <td>1099.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1319.00</td>\n",
-       "      <td>810.00</td>\n",
-       "      <td>3626.00</td>\n",
-       "      <td>1406.00</td>\n",
-       "      <td>1857.00</td>\n",
-       "      <td>1100.00</td>\n",
-       "      <td>1359.00</td>\n",
-       "      <td>864.00</td>\n",
-       "      <td>1749.00</td>\n",
-       "      <td>2086.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AASDH</th>\n",
-       "      <td>805.00</td>\n",
-       "      <td>339.00</td>\n",
-       "      <td>210.00</td>\n",
-       "      <td>475.00</td>\n",
-       "      <td>736.00</td>\n",
-       "      <td>536.00</td>\n",
-       "      <td>339.00</td>\n",
-       "      <td>639.00</td>\n",
-       "      <td>853.00</td>\n",
-       "      <td>1008.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>266.00</td>\n",
-       "      <td>175.00</td>\n",
-       "      <td>346.00</td>\n",
-       "      <td>414.00</td>\n",
-       "      <td>264.00</td>\n",
-       "      <td>211.00</td>\n",
-       "      <td>683.00</td>\n",
-       "      <td>538.00</td>\n",
-       "      <td>615.00</td>\n",
-       "      <td>564.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AASDHPPT</th>\n",
-       "      <td>2347.00</td>\n",
-       "      <td>1248.00</td>\n",
-       "      <td>860.00</td>\n",
-       "      <td>1608.00</td>\n",
-       "      <td>1093.00</td>\n",
-       "      <td>1090.00</td>\n",
-       "      <td>844.00</td>\n",
-       "      <td>1240.00</td>\n",
-       "      <td>2191.00</td>\n",
-       "      <td>1877.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1712.82</td>\n",
-       "      <td>824.00</td>\n",
-       "      <td>671.00</td>\n",
-       "      <td>1422.00</td>\n",
-       "      <td>382.00</td>\n",
-       "      <td>880.00</td>\n",
-       "      <td>1441.00</td>\n",
-       "      <td>1004.00</td>\n",
-       "      <td>796.71</td>\n",
-       "      <td>1442.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AASS</th>\n",
-       "      <td>133.00</td>\n",
-       "      <td>132.00</td>\n",
-       "      <td>84.00</td>\n",
-       "      <td>443.00</td>\n",
-       "      <td>907.00</td>\n",
-       "      <td>809.00</td>\n",
-       "      <td>402.00</td>\n",
-       "      <td>277.00</td>\n",
-       "      <td>919.00</td>\n",
-       "      <td>998.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>61.00</td>\n",
-       "      <td>112.00</td>\n",
-       "      <td>1202.00</td>\n",
-       "      <td>95.00</td>\n",
-       "      <td>631.00</td>\n",
-       "      <td>1325.00</td>\n",
-       "      <td>336.00</td>\n",
-       "      <td>409.00</td>\n",
-       "      <td>115.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AATF</th>\n",
-       "      <td>4407.00</td>\n",
-       "      <td>14067.00</td>\n",
-       "      <td>2314.00</td>\n",
-       "      <td>4629.00</td>\n",
-       "      <td>3091.00</td>\n",
-       "      <td>1969.00</td>\n",
-       "      <td>1538.00</td>\n",
-       "      <td>3654.00</td>\n",
-       "      <td>2041.00</td>\n",
-       "      <td>4008.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3326.00</td>\n",
-       "      <td>1358.00</td>\n",
-       "      <td>3048.00</td>\n",
-       "      <td>2098.00</td>\n",
-       "      <td>3105.00</td>\n",
-       "      <td>1205.00</td>\n",
-       "      <td>2819.00</td>\n",
-       "      <td>1540.00</td>\n",
-       "      <td>2741.00</td>\n",
-       "      <td>3621.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>AATK</th>\n",
-       "      <td>1797.70</td>\n",
-       "      <td>198.00</td>\n",
-       "      <td>160.00</td>\n",
-       "      <td>290.00</td>\n",
-       "      <td>83.00</td>\n",
-       "      <td>93.00</td>\n",
-       "      <td>28.00</td>\n",
-       "      <td>461.13</td>\n",
-       "      <td>274.00</td>\n",
-       "      <td>222.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>156.00</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>173.03</td>\n",
-       "      <td>198.00</td>\n",
-       "      <td>98.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>439.00</td>\n",
-       "      <td>75.00</td>\n",
-       "      <td>106.00</td>\n",
-       "      <td>90.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ABAT</th>\n",
-       "      <td>1801.00</td>\n",
-       "      <td>442.00</td>\n",
-       "      <td>414.00</td>\n",
-       "      <td>4161.00</td>\n",
-       "      <td>2004.00</td>\n",
-       "      <td>1453.00</td>\n",
-       "      <td>984.00</td>\n",
-       "      <td>657.00</td>\n",
-       "      <td>1009.00</td>\n",
-       "      <td>2732.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1524.00</td>\n",
-       "      <td>190.00</td>\n",
-       "      <td>2305.00</td>\n",
-       "      <td>2593.00</td>\n",
-       "      <td>410.00</td>\n",
-       "      <td>1166.00</td>\n",
-       "      <td>3271.00</td>\n",
-       "      <td>1271.00</td>\n",
-       "      <td>806.00</td>\n",
-       "      <td>2211.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN16</th>\n",
-       "      <td>653.00</td>\n",
-       "      <td>321.00</td>\n",
-       "      <td>122.00</td>\n",
-       "      <td>394.00</td>\n",
-       "      <td>319.95</td>\n",
-       "      <td>374.96</td>\n",
-       "      <td>194.98</td>\n",
-       "      <td>540.93</td>\n",
-       "      <td>357.00</td>\n",
-       "      <td>353.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>710.00</td>\n",
-       "      <td>186.97</td>\n",
-       "      <td>290.00</td>\n",
-       "      <td>434.00</td>\n",
-       "      <td>288.97</td>\n",
-       "      <td>353.00</td>\n",
-       "      <td>334.95</td>\n",
-       "      <td>246.00</td>\n",
-       "      <td>462.95</td>\n",
-       "      <td>457.88</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN18</th>\n",
-       "      <td>384.00</td>\n",
-       "      <td>2850.00</td>\n",
-       "      <td>2455.00</td>\n",
-       "      <td>3085.00</td>\n",
-       "      <td>3683.00</td>\n",
-       "      <td>3743.00</td>\n",
-       "      <td>1127.00</td>\n",
-       "      <td>1248.00</td>\n",
-       "      <td>1765.00</td>\n",
-       "      <td>4949.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3549.00</td>\n",
-       "      <td>114.00</td>\n",
-       "      <td>4131.00</td>\n",
-       "      <td>3691.00</td>\n",
-       "      <td>1862.00</td>\n",
-       "      <td>2669.00</td>\n",
-       "      <td>2270.00</td>\n",
-       "      <td>3899.00</td>\n",
-       "      <td>3266.00</td>\n",
-       "      <td>3759.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN2</th>\n",
-       "      <td>1690.00</td>\n",
-       "      <td>435.00</td>\n",
-       "      <td>296.00</td>\n",
-       "      <td>737.00</td>\n",
-       "      <td>780.00</td>\n",
-       "      <td>732.00</td>\n",
-       "      <td>285.00</td>\n",
-       "      <td>599.00</td>\n",
-       "      <td>1021.00</td>\n",
-       "      <td>1250.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>969.00</td>\n",
-       "      <td>388.00</td>\n",
-       "      <td>633.00</td>\n",
-       "      <td>574.00</td>\n",
-       "      <td>275.00</td>\n",
-       "      <td>132.00</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>658.00</td>\n",
-       "      <td>493.00</td>\n",
-       "      <td>859.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN20</th>\n",
-       "      <td>461.00</td>\n",
-       "      <td>51.00</td>\n",
-       "      <td>58.00</td>\n",
-       "      <td>89.00</td>\n",
-       "      <td>172.00</td>\n",
-       "      <td>118.00</td>\n",
-       "      <td>106.00</td>\n",
-       "      <td>128.00</td>\n",
-       "      <td>240.00</td>\n",
-       "      <td>181.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>62.00</td>\n",
-       "      <td>44.00</td>\n",
-       "      <td>69.00</td>\n",
-       "      <td>63.00</td>\n",
-       "      <td>31.00</td>\n",
-       "      <td>38.00</td>\n",
-       "      <td>222.00</td>\n",
-       "      <td>130.00</td>\n",
-       "      <td>77.00</td>\n",
-       "      <td>197.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN21</th>\n",
-       "      <td>735.54</td>\n",
-       "      <td>1284.58</td>\n",
-       "      <td>312.00</td>\n",
-       "      <td>726.61</td>\n",
-       "      <td>740.07</td>\n",
-       "      <td>581.38</td>\n",
-       "      <td>339.54</td>\n",
-       "      <td>429.11</td>\n",
-       "      <td>540.44</td>\n",
-       "      <td>767.27</td>\n",
-       "      <td>...</td>\n",
-       "      <td>551.28</td>\n",
-       "      <td>319.32</td>\n",
-       "      <td>407.59</td>\n",
-       "      <td>660.59</td>\n",
-       "      <td>345.73</td>\n",
-       "      <td>572.76</td>\n",
-       "      <td>638.18</td>\n",
-       "      <td>470.09</td>\n",
-       "      <td>402.37</td>\n",
-       "      <td>746.31</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN22</th>\n",
-       "      <td>873.00</td>\n",
-       "      <td>363.00</td>\n",
-       "      <td>153.00</td>\n",
-       "      <td>296.00</td>\n",
-       "      <td>376.00</td>\n",
-       "      <td>253.00</td>\n",
-       "      <td>163.00</td>\n",
-       "      <td>263.00</td>\n",
-       "      <td>244.00</td>\n",
-       "      <td>385.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>213.00</td>\n",
-       "      <td>204.00</td>\n",
-       "      <td>137.00</td>\n",
-       "      <td>315.00</td>\n",
-       "      <td>67.00</td>\n",
-       "      <td>85.00</td>\n",
-       "      <td>281.00</td>\n",
-       "      <td>206.00</td>\n",
-       "      <td>176.00</td>\n",
-       "      <td>403.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN23</th>\n",
-       "      <td>111.00</td>\n",
-       "      <td>13.00</td>\n",
-       "      <td>51.00</td>\n",
-       "      <td>64.00</td>\n",
-       "      <td>23.00</td>\n",
-       "      <td>9.00</td>\n",
-       "      <td>10.00</td>\n",
-       "      <td>22.00</td>\n",
-       "      <td>193.00</td>\n",
-       "      <td>99.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>36.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>35.00</td>\n",
-       "      <td>128.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>9.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN29</th>\n",
-       "      <td>2786.00</td>\n",
-       "      <td>1082.00</td>\n",
-       "      <td>567.00</td>\n",
-       "      <td>989.00</td>\n",
-       "      <td>699.00</td>\n",
-       "      <td>838.00</td>\n",
-       "      <td>461.00</td>\n",
-       "      <td>878.00</td>\n",
-       "      <td>1351.00</td>\n",
-       "      <td>1993.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>664.00</td>\n",
-       "      <td>593.00</td>\n",
-       "      <td>258.00</td>\n",
-       "      <td>720.00</td>\n",
-       "      <td>135.00</td>\n",
-       "      <td>289.00</td>\n",
-       "      <td>1538.00</td>\n",
-       "      <td>982.00</td>\n",
-       "      <td>397.00</td>\n",
-       "      <td>1250.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN4</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>1.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN5A</th>\n",
-       "      <td>94.00</td>\n",
-       "      <td>235.00</td>\n",
-       "      <td>69.00</td>\n",
-       "      <td>139.00</td>\n",
-       "      <td>148.00</td>\n",
-       "      <td>99.00</td>\n",
-       "      <td>111.00</td>\n",
-       "      <td>159.00</td>\n",
-       "      <td>205.00</td>\n",
-       "      <td>101.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>550.00</td>\n",
-       "      <td>17.00</td>\n",
-       "      <td>110.00</td>\n",
-       "      <td>85.00</td>\n",
-       "      <td>51.00</td>\n",
-       "      <td>49.00</td>\n",
-       "      <td>90.00</td>\n",
-       "      <td>137.00</td>\n",
-       "      <td>140.00</td>\n",
-       "      <td>170.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSCAN5B</th>\n",
-       "      <td>3.00</td>\n",
-       "      <td>8.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>5.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>3.00</td>\n",
-       "      <td>13.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>3.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM1</th>\n",
-       "      <td>1252.00</td>\n",
-       "      <td>933.00</td>\n",
-       "      <td>389.00</td>\n",
-       "      <td>692.00</td>\n",
-       "      <td>654.00</td>\n",
-       "      <td>618.00</td>\n",
-       "      <td>426.00</td>\n",
-       "      <td>728.00</td>\n",
-       "      <td>659.00</td>\n",
-       "      <td>1115.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>667.00</td>\n",
-       "      <td>325.00</td>\n",
-       "      <td>753.00</td>\n",
-       "      <td>822.00</td>\n",
-       "      <td>463.00</td>\n",
-       "      <td>435.00</td>\n",
-       "      <td>611.00</td>\n",
-       "      <td>578.00</td>\n",
-       "      <td>741.00</td>\n",
-       "      <td>1171.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM2</th>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>2.00</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM3</th>\n",
-       "      <td>523.00</td>\n",
-       "      <td>256.00</td>\n",
-       "      <td>90.00</td>\n",
-       "      <td>162.00</td>\n",
-       "      <td>186.00</td>\n",
-       "      <td>238.00</td>\n",
-       "      <td>160.00</td>\n",
-       "      <td>157.00</td>\n",
-       "      <td>337.00</td>\n",
-       "      <td>342.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>169.00</td>\n",
-       "      <td>198.00</td>\n",
-       "      <td>153.00</td>\n",
-       "      <td>331.00</td>\n",
-       "      <td>229.00</td>\n",
-       "      <td>156.00</td>\n",
-       "      <td>186.00</td>\n",
-       "      <td>228.00</td>\n",
-       "      <td>264.00</td>\n",
-       "      <td>283.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM4</th>\n",
-       "      <td>1420.00</td>\n",
-       "      <td>875.00</td>\n",
-       "      <td>536.00</td>\n",
-       "      <td>1514.00</td>\n",
-       "      <td>2144.00</td>\n",
-       "      <td>965.00</td>\n",
-       "      <td>458.00</td>\n",
-       "      <td>260.00</td>\n",
-       "      <td>1659.00</td>\n",
-       "      <td>945.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>649.00</td>\n",
-       "      <td>1930.00</td>\n",
-       "      <td>395.00</td>\n",
-       "      <td>1649.00</td>\n",
-       "      <td>525.00</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>1250.00</td>\n",
-       "      <td>580.00</td>\n",
-       "      <td>753.00</td>\n",
-       "      <td>911.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM5</th>\n",
-       "      <td>1320.00</td>\n",
-       "      <td>209.00</td>\n",
-       "      <td>199.00</td>\n",
-       "      <td>260.00</td>\n",
-       "      <td>144.00</td>\n",
-       "      <td>92.00</td>\n",
-       "      <td>52.00</td>\n",
-       "      <td>53.00</td>\n",
-       "      <td>170.00</td>\n",
-       "      <td>480.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>337.00</td>\n",
-       "      <td>110.00</td>\n",
-       "      <td>78.00</td>\n",
-       "      <td>245.00</td>\n",
-       "      <td>102.00</td>\n",
-       "      <td>34.00</td>\n",
-       "      <td>233.00</td>\n",
-       "      <td>142.00</td>\n",
-       "      <td>137.00</td>\n",
-       "      <td>314.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM6</th>\n",
-       "      <td>1804.00</td>\n",
-       "      <td>446.00</td>\n",
-       "      <td>559.00</td>\n",
-       "      <td>823.00</td>\n",
-       "      <td>717.00</td>\n",
-       "      <td>824.00</td>\n",
-       "      <td>189.00</td>\n",
-       "      <td>1933.00</td>\n",
-       "      <td>810.00</td>\n",
-       "      <td>1216.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>945.00</td>\n",
-       "      <td>295.00</td>\n",
-       "      <td>191.00</td>\n",
-       "      <td>1056.00</td>\n",
-       "      <td>151.00</td>\n",
-       "      <td>232.00</td>\n",
-       "      <td>1030.00</td>\n",
-       "      <td>1206.00</td>\n",
-       "      <td>282.00</td>\n",
-       "      <td>1465.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZSWIM7</th>\n",
-       "      <td>563.19</td>\n",
-       "      <td>399.31</td>\n",
-       "      <td>181.15</td>\n",
-       "      <td>474.06</td>\n",
-       "      <td>429.85</td>\n",
-       "      <td>421.25</td>\n",
-       "      <td>570.99</td>\n",
-       "      <td>895.52</td>\n",
-       "      <td>665.19</td>\n",
-       "      <td>465.27</td>\n",
-       "      <td>...</td>\n",
-       "      <td>942.87</td>\n",
-       "      <td>517.53</td>\n",
-       "      <td>2444.26</td>\n",
-       "      <td>661.07</td>\n",
-       "      <td>625.95</td>\n",
-       "      <td>634.00</td>\n",
-       "      <td>927.76</td>\n",
-       "      <td>488.35</td>\n",
-       "      <td>1139.18</td>\n",
-       "      <td>489.56</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZUFSP</th>\n",
-       "      <td>261.00</td>\n",
-       "      <td>194.00</td>\n",
-       "      <td>260.00</td>\n",
-       "      <td>359.00</td>\n",
-       "      <td>337.00</td>\n",
-       "      <td>299.00</td>\n",
-       "      <td>238.00</td>\n",
-       "      <td>268.00</td>\n",
-       "      <td>331.00</td>\n",
-       "      <td>628.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>496.00</td>\n",
-       "      <td>129.00</td>\n",
-       "      <td>121.00</td>\n",
-       "      <td>273.00</td>\n",
-       "      <td>177.00</td>\n",
-       "      <td>156.00</td>\n",
-       "      <td>424.00</td>\n",
-       "      <td>333.00</td>\n",
-       "      <td>270.00</td>\n",
-       "      <td>623.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZW10</th>\n",
-       "      <td>1250.00</td>\n",
-       "      <td>626.00</td>\n",
-       "      <td>336.00</td>\n",
-       "      <td>759.00</td>\n",
-       "      <td>700.00</td>\n",
-       "      <td>662.00</td>\n",
-       "      <td>600.00</td>\n",
-       "      <td>775.00</td>\n",
-       "      <td>1365.00</td>\n",
-       "      <td>1111.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>1120.00</td>\n",
-       "      <td>658.00</td>\n",
-       "      <td>678.00</td>\n",
-       "      <td>296.00</td>\n",
-       "      <td>424.00</td>\n",
-       "      <td>861.00</td>\n",
-       "      <td>750.00</td>\n",
-       "      <td>576.00</td>\n",
-       "      <td>986.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZWILCH</th>\n",
-       "      <td>1206.48</td>\n",
-       "      <td>2135.68</td>\n",
-       "      <td>336.88</td>\n",
-       "      <td>953.52</td>\n",
-       "      <td>953.42</td>\n",
-       "      <td>563.18</td>\n",
-       "      <td>330.08</td>\n",
-       "      <td>859.00</td>\n",
-       "      <td>1053.86</td>\n",
-       "      <td>1125.81</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1273.79</td>\n",
-       "      <td>515.54</td>\n",
-       "      <td>261.00</td>\n",
-       "      <td>477.92</td>\n",
-       "      <td>225.00</td>\n",
-       "      <td>184.18</td>\n",
-       "      <td>1158.36</td>\n",
-       "      <td>1122.43</td>\n",
-       "      <td>289.81</td>\n",
-       "      <td>1497.71</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZWINT</th>\n",
-       "      <td>2704.00</td>\n",
-       "      <td>1775.00</td>\n",
-       "      <td>2792.00</td>\n",
-       "      <td>1616.00</td>\n",
-       "      <td>1585.00</td>\n",
-       "      <td>753.00</td>\n",
-       "      <td>659.00</td>\n",
-       "      <td>3228.00</td>\n",
-       "      <td>713.00</td>\n",
-       "      <td>1961.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1707.00</td>\n",
-       "      <td>2178.00</td>\n",
-       "      <td>403.00</td>\n",
-       "      <td>470.00</td>\n",
-       "      <td>626.00</td>\n",
-       "      <td>222.00</td>\n",
-       "      <td>1161.00</td>\n",
-       "      <td>1470.00</td>\n",
-       "      <td>433.00</td>\n",
-       "      <td>7000.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZXDA</th>\n",
-       "      <td>376.00</td>\n",
-       "      <td>110.00</td>\n",
-       "      <td>39.00</td>\n",
-       "      <td>133.00</td>\n",
-       "      <td>115.00</td>\n",
-       "      <td>117.00</td>\n",
-       "      <td>55.00</td>\n",
-       "      <td>55.00</td>\n",
-       "      <td>213.00</td>\n",
-       "      <td>291.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>134.00</td>\n",
-       "      <td>29.00</td>\n",
-       "      <td>38.00</td>\n",
-       "      <td>68.00</td>\n",
-       "      <td>25.00</td>\n",
-       "      <td>30.00</td>\n",
-       "      <td>180.00</td>\n",
-       "      <td>103.00</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>99.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZXDB</th>\n",
-       "      <td>2924.00</td>\n",
-       "      <td>825.00</td>\n",
-       "      <td>589.00</td>\n",
-       "      <td>1058.00</td>\n",
-       "      <td>997.00</td>\n",
-       "      <td>1097.00</td>\n",
-       "      <td>697.00</td>\n",
-       "      <td>547.00</td>\n",
-       "      <td>1153.00</td>\n",
-       "      <td>1748.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1282.00</td>\n",
-       "      <td>278.00</td>\n",
-       "      <td>298.00</td>\n",
-       "      <td>641.00</td>\n",
-       "      <td>283.00</td>\n",
-       "      <td>299.00</td>\n",
-       "      <td>1635.00</td>\n",
-       "      <td>723.00</td>\n",
-       "      <td>416.00</td>\n",
-       "      <td>1120.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZXDC</th>\n",
-       "      <td>4812.00</td>\n",
-       "      <td>2470.00</td>\n",
-       "      <td>848.00</td>\n",
-       "      <td>2088.00</td>\n",
-       "      <td>2467.00</td>\n",
-       "      <td>1902.00</td>\n",
-       "      <td>1213.00</td>\n",
-       "      <td>1548.00</td>\n",
-       "      <td>3143.00</td>\n",
-       "      <td>3705.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3435.00</td>\n",
-       "      <td>1255.00</td>\n",
-       "      <td>989.00</td>\n",
-       "      <td>1995.00</td>\n",
-       "      <td>581.00</td>\n",
-       "      <td>949.00</td>\n",
-       "      <td>3217.00</td>\n",
-       "      <td>2912.00</td>\n",
-       "      <td>1333.00</td>\n",
-       "      <td>2724.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZYG11A</th>\n",
-       "      <td>750.00</td>\n",
-       "      <td>365.00</td>\n",
-       "      <td>366.00</td>\n",
-       "      <td>424.00</td>\n",
-       "      <td>33.00</td>\n",
-       "      <td>27.00</td>\n",
-       "      <td>66.00</td>\n",
-       "      <td>4.00</td>\n",
-       "      <td>43.00</td>\n",
-       "      <td>100.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>185.00</td>\n",
-       "      <td>16.00</td>\n",
-       "      <td>65.00</td>\n",
-       "      <td>237.00</td>\n",
-       "      <td>59.00</td>\n",
-       "      <td>121.00</td>\n",
-       "      <td>54.00</td>\n",
-       "      <td>348.00</td>\n",
-       "      <td>87.00</td>\n",
-       "      <td>401.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZYG11B</th>\n",
-       "      <td>3506.00</td>\n",
-       "      <td>1110.00</td>\n",
-       "      <td>587.00</td>\n",
-       "      <td>1468.00</td>\n",
-       "      <td>1823.00</td>\n",
-       "      <td>1068.00</td>\n",
-       "      <td>630.00</td>\n",
-       "      <td>615.00</td>\n",
-       "      <td>3029.00</td>\n",
-       "      <td>2624.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1214.00</td>\n",
-       "      <td>773.00</td>\n",
-       "      <td>618.00</td>\n",
-       "      <td>1125.00</td>\n",
-       "      <td>294.00</td>\n",
-       "      <td>387.00</td>\n",
-       "      <td>1748.00</td>\n",
-       "      <td>1581.00</td>\n",
-       "      <td>847.00</td>\n",
-       "      <td>1648.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZYX</th>\n",
-       "      <td>10176.00</td>\n",
-       "      <td>10123.00</td>\n",
-       "      <td>6021.00</td>\n",
-       "      <td>13756.00</td>\n",
-       "      <td>9498.00</td>\n",
-       "      <td>7044.00</td>\n",
-       "      <td>5421.00</td>\n",
-       "      <td>6160.00</td>\n",
-       "      <td>13733.00</td>\n",
-       "      <td>10760.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10429.00</td>\n",
-       "      <td>7731.00</td>\n",
-       "      <td>10479.00</td>\n",
-       "      <td>11695.00</td>\n",
-       "      <td>8465.00</td>\n",
-       "      <td>13428.00</td>\n",
-       "      <td>13000.00</td>\n",
-       "      <td>11596.00</td>\n",
-       "      <td>11176.00</td>\n",
-       "      <td>9778.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZZEF1</th>\n",
-       "      <td>5498.00</td>\n",
-       "      <td>2425.00</td>\n",
-       "      <td>1040.00</td>\n",
-       "      <td>1888.00</td>\n",
-       "      <td>1955.00</td>\n",
-       "      <td>1572.00</td>\n",
-       "      <td>1732.00</td>\n",
-       "      <td>2132.00</td>\n",
-       "      <td>4287.00</td>\n",
-       "      <td>3866.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3112.00</td>\n",
-       "      <td>744.00</td>\n",
-       "      <td>1214.00</td>\n",
-       "      <td>2044.00</td>\n",
-       "      <td>708.00</td>\n",
-       "      <td>983.00</td>\n",
-       "      <td>4912.00</td>\n",
-       "      <td>3043.00</td>\n",
-       "      <td>1263.00</td>\n",
-       "      <td>1622.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>ZZZ3</th>\n",
-       "      <td>3425.00</td>\n",
-       "      <td>748.00</td>\n",
-       "      <td>562.00</td>\n",
-       "      <td>1694.00</td>\n",
-       "      <td>2072.00</td>\n",
-       "      <td>1810.00</td>\n",
-       "      <td>698.00</td>\n",
-       "      <td>843.00</td>\n",
-       "      <td>3188.00</td>\n",
-       "      <td>3614.00</td>\n",
-       "      <td>...</td>\n",
-       "      <td>778.00</td>\n",
-       "      <td>534.00</td>\n",
-       "      <td>493.00</td>\n",
-       "      <td>1835.00</td>\n",
-       "      <td>364.00</td>\n",
-       "      <td>544.00</td>\n",
-       "      <td>1702.00</td>\n",
-       "      <td>2019.00</td>\n",
-       "      <td>1257.00</td>\n",
-       "      <td>1328.00</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>20502 rows × 1215 columns</p>\n",
-       "</div>"
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-       "ZYG11A                        750.00                        365.00   \n",
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-       "ZZEF1                        1040.00                       1888.00   \n",
-       "ZZZ3                          562.00                       1694.00   \n",
-       "\n",
-       "        TCGA.4H.AAAK.01A.12R.A41B.07  TCGA.5L.AAT0.01A.12R.A41B.07  \\\n",
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-       "A2M                         22525.79                      21021.82   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         33.00                         27.00   \n",
-       "ZYG11B                       1823.00                       1068.00   \n",
-       "ZYX                          9498.00                       7044.00   \n",
-       "ZZEF1                        1955.00                       1572.00   \n",
-       "ZZZ3                         2072.00                       1810.00   \n",
-       "\n",
-       "        TCGA.5L.AAT1.01A.12R.A41B.07  TCGA.5T.A9QA.01A.11R.A41B.07  \\\n",
-       "A1BG                          259.26                        600.72   \n",
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-       "A2M                         18903.93                       6084.91   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         66.00                          4.00   \n",
-       "ZYG11B                        630.00                        615.00   \n",
-       "ZYX                          5421.00                       6160.00   \n",
-       "ZZEF1                        1732.00                       2132.00   \n",
-       "ZZZ3                          698.00                        843.00   \n",
-       "\n",
-       "        TCGA.A1.A0SB.01A.11R.A144.07  TCGA.A1.A0SD.01A.11R.A115.07  ...  \\\n",
-       "A1BG                          109.21                        430.13  ...   \n",
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-       "A2BP1                          10.00                          1.00  ...   \n",
-       "A2LD1                          84.12                        202.11  ...   \n",
-       "A2M                         70203.92                      71921.78  ...   \n",
-       "...                              ...                           ...  ...   \n",
-       "ZYG11A                         43.00                        100.00  ...   \n",
-       "ZYG11B                       3029.00                       2624.00  ...   \n",
-       "ZYX                         13733.00                      10760.00  ...   \n",
-       "ZZEF1                        4287.00                       3866.00  ...   \n",
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-       "\n",
-       "        TCGA.UL.AAZ6.01A.11R.A41B.07  TCGA.UU.A93S.01A.21R.A41B.07  \\\n",
-       "A1BG                          110.60                        444.97   \n",
-       "A1CF                            1.00                          0.00   \n",
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-       "A2LD1                         473.07                        311.08   \n",
-       "A2M                         11632.72                       4878.98   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                        185.00                         16.00   \n",
-       "ZYG11B                       1214.00                        773.00   \n",
-       "ZYX                         10429.00                       7731.00   \n",
-       "ZZEF1                        3112.00                        744.00   \n",
-       "ZZZ3                          778.00                        534.00   \n",
-       "\n",
-       "        TCGA.V7.A7HQ.01A.11R.A33J.07  TCGA.W8.A86G.01A.21R.A36F.07  \\\n",
-       "A1BG                         1675.86                       1123.11   \n",
-       "A1CF                            0.00                          1.00   \n",
-       "A2BP1                           1.00                         11.00   \n",
-       "A2LD1                         203.27                        125.82   \n",
-       "A2M                         13074.10                      38610.76   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         65.00                        237.00   \n",
-       "ZYG11B                        618.00                       1125.00   \n",
-       "ZYX                         10479.00                      11695.00   \n",
-       "ZZEF1                        1214.00                       2044.00   \n",
-       "ZZZ3                          493.00                       1835.00   \n",
-       "\n",
-       "        TCGA.WT.AB41.01A.11R.A41B.07  TCGA.WT.AB44.01A.11R.A41B.07  \\\n",
-       "A1BG                          151.92                        578.62   \n",
-       "A1CF                            0.00                          0.00   \n",
-       "A2BP1                           6.00                          0.00   \n",
-       "A2LD1                         395.69                         75.79   \n",
-       "A2M                         12148.67                       6641.28   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         59.00                        121.00   \n",
-       "ZYG11B                        294.00                        387.00   \n",
-       "ZYX                          8465.00                      13428.00   \n",
-       "ZZEF1                         708.00                        983.00   \n",
-       "ZZZ3                          364.00                        544.00   \n",
-       "\n",
-       "        TCGA.XX.A899.01A.11R.A36F.07  TCGA.XX.A89A.01A.11R.A36F.07  \\\n",
-       "A1BG                          566.98                        540.12   \n",
-       "A1CF                            0.00                          5.00   \n",
-       "A2BP1                           1.00                          3.00   \n",
-       "A2LD1                         333.32                        169.21   \n",
-       "A2M                         51685.84                      36189.77   \n",
-       "...                              ...                           ...   \n",
-       "ZYG11A                         54.00                        348.00   \n",
-       "ZYG11B                       1748.00                       1581.00   \n",
-       "ZYX                         13000.00                      11596.00   \n",
-       "ZZEF1                        4912.00                       3043.00   \n",
-       "ZZZ3                         1702.00                       2019.00   \n",
-       "\n",
-       "        TCGA.Z7.A8R5.01A.42R.A41B.07  TCGA.Z7.A8R6.01A.11R.A41B.07  \n",
-       "A1BG                          735.86                        713.63  \n",
-       "A1CF                            0.00                          0.00  \n",
-       "A2BP1                           1.00                          0.00  \n",
-       "A2LD1                         136.11                         72.38  \n",
-       "A2M                         61673.21                      21090.94  \n",
-       "...                              ...                           ...  \n",
-       "ZYG11A                         87.00                        401.00  \n",
-       "ZYG11B                        847.00                       1648.00  \n",
-       "ZYX                         11176.00                       9778.00  \n",
-       "ZZEF1                        1263.00                       1622.00  \n",
-       "ZZZ3                         1257.00                       1328.00  \n",
-       "\n",
-       "[20502 rows x 1215 columns]"
-      ]
-     },
-     "execution_count": 143,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df1"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.8"
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- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/Untitled.ipynb b/Untitled.ipynb
deleted file mode 100644
index 070d28e..0000000
--- a/Untitled.ipynb
+++ /dev/null
@@ -1,572 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from cmapPy.pandasGEXpress.parse import parse"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df = parse('data/CCLE_RNAseq_genes_counts_20180929.gct')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th>cid</th>\n",
-       "      <th>22RV1_PROSTATE</th>\n",
-       "      <th>2313287_STOMACH</th>\n",
-       "      <th>253JBV_URINARY_TRACT</th>\n",
-       "      <th>253J_URINARY_TRACT</th>\n",
-       "      <th>42MGBA_CENTRAL_NERVOUS_SYSTEM</th>\n",
-       "      <th>5637_URINARY_TRACT</th>\n",
-       "      <th>59M_OVARY</th>\n",
-       "      <th>639V_URINARY_TRACT</th>\n",
-       "      <th>647V_URINARY_TRACT</th>\n",
-       "      <th>697_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE</th>\n",
-       "      <th>...</th>\n",
-       "      <th>WSUDLCL2_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE</th>\n",
-       "      <th>YAPC_PANCREAS</th>\n",
-       "      <th>YD10B_UPPER_AERODIGESTIVE_TRACT</th>\n",
-       "      <th>YD15_SALIVARY_GLAND</th>\n",
-       "      <th>YD38_UPPER_AERODIGESTIVE_TRACT</th>\n",
-       "      <th>YD8_UPPER_AERODIGESTIVE_TRACT</th>\n",
-       "      <th>YH13_CENTRAL_NERVOUS_SYSTEM</th>\n",
-       "      <th>YKG1_CENTRAL_NERVOUS_SYSTEM</th>\n",
-       "      <th>ZR751_BREAST</th>\n",
-       "      <th>ZR7530_BREAST</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>rid</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000223972.4</td>\n",
-       "      <td>12.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>40.0</td>\n",
-       "      <td>39.0</td>\n",
-       "      <td>25.0</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>11.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>6.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000227232.4</td>\n",
-       "      <td>1340.0</td>\n",
-       "      <td>821.0</td>\n",
-       "      <td>678.0</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>884.0</td>\n",
-       "      <td>868.0</td>\n",
-       "      <td>611.0</td>\n",
-       "      <td>692.0</td>\n",
-       "      <td>639.0</td>\n",
-       "      <td>728.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>562.0</td>\n",
-       "      <td>328.0</td>\n",
-       "      <td>663.0</td>\n",
-       "      <td>270.0</td>\n",
-       "      <td>233.0</td>\n",
-       "      <td>558.0</td>\n",
-       "      <td>309.0</td>\n",
-       "      <td>811.0</td>\n",
-       "      <td>500.0</td>\n",
-       "      <td>945.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000243485.2</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11.0</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>24.0</td>\n",
-       "      <td>24.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>5.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000237613.2</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>16.0</td>\n",
-       "      <td>31.0</td>\n",
-       "      <td>19.0</td>\n",
-       "      <td>24.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>4.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000268020.2</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000198695.2</td>\n",
-       "      <td>124017.0</td>\n",
-       "      <td>112857.0</td>\n",
-       "      <td>136078.0</td>\n",
-       "      <td>254975.0</td>\n",
-       "      <td>106503.0</td>\n",
-       "      <td>92152.0</td>\n",
-       "      <td>134020.0</td>\n",
-       "      <td>96755.0</td>\n",
-       "      <td>78693.0</td>\n",
-       "      <td>101470.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>64989.0</td>\n",
-       "      <td>55308.0</td>\n",
-       "      <td>167546.0</td>\n",
-       "      <td>158012.0</td>\n",
-       "      <td>65175.0</td>\n",
-       "      <td>56555.0</td>\n",
-       "      <td>37417.0</td>\n",
-       "      <td>55576.0</td>\n",
-       "      <td>42767.0</td>\n",
-       "      <td>159531.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000210194.1</td>\n",
-       "      <td>42.0</td>\n",
-       "      <td>23.0</td>\n",
-       "      <td>11.0</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>349.0</td>\n",
-       "      <td>23.0</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>24.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>56.0</td>\n",
-       "      <td>19.0</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>12.0</td>\n",
-       "      <td>23.0</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>21.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000198727.2</td>\n",
-       "      <td>695276.0</td>\n",
-       "      <td>457726.0</td>\n",
-       "      <td>250709.0</td>\n",
-       "      <td>589478.0</td>\n",
-       "      <td>316056.0</td>\n",
-       "      <td>322152.0</td>\n",
-       "      <td>302756.0</td>\n",
-       "      <td>232040.0</td>\n",
-       "      <td>403043.0</td>\n",
-       "      <td>591424.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>90995.0</td>\n",
-       "      <td>196872.0</td>\n",
-       "      <td>850259.0</td>\n",
-       "      <td>383806.0</td>\n",
-       "      <td>184011.0</td>\n",
-       "      <td>144686.0</td>\n",
-       "      <td>85061.0</td>\n",
-       "      <td>242084.0</td>\n",
-       "      <td>89457.0</td>\n",
-       "      <td>689477.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000210195.2</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>ENSG00000210196.2</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>11.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>12.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>19.0</td>\n",
-       "      <td>128.0</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>12.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>56202 rows × 1019 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "cid                22RV1_PROSTATE  2313287_STOMACH  253JBV_URINARY_TRACT  \\\n",
-       "rid                                                                        \n",
-       "ENSG00000223972.4            12.0              8.0                   8.0   \n",
-       "ENSG00000227232.4          1340.0            821.0                 678.0   \n",
-       "ENSG00000243485.2             4.0              1.0                   3.0   \n",
-       "ENSG00000237613.2             6.0              3.0                   2.0   \n",
-       "ENSG00000268020.2             0.0              2.0                   3.0   \n",
-       "...                           ...              ...                   ...   \n",
-       "ENSG00000198695.2        124017.0         112857.0              136078.0   \n",
-       "ENSG00000210194.1            42.0             23.0                  11.0   \n",
-       "ENSG00000198727.2        695276.0         457726.0              250709.0   \n",
-       "ENSG00000210195.2             2.0              0.0                   5.0   \n",
-       "ENSG00000210196.2             4.0              2.0                  11.0   \n",
-       "\n",
-       "cid                253J_URINARY_TRACT  42MGBA_CENTRAL_NERVOUS_SYSTEM  \\\n",
-       "rid                                                                    \n",
-       "ENSG00000223972.4                 6.0                            2.0   \n",
-       "ENSG00000227232.4               677.0                          884.0   \n",
-       "ENSG00000243485.2                 3.0                            2.0   \n",
-       "ENSG00000237613.2                 4.0                            1.0   \n",
-       "ENSG00000268020.2                 1.0                            1.0   \n",
-       "...                               ...                            ...   \n",
-       "ENSG00000198695.2            254975.0                       106503.0   \n",
-       "ENSG00000210194.1                33.0                           22.0   \n",
-       "ENSG00000198727.2            589478.0                       316056.0   \n",
-       "ENSG00000210195.2                 7.0                            1.0   \n",
-       "ENSG00000210196.2                21.0                            1.0   \n",
-       "\n",
-       "cid                5637_URINARY_TRACT  59M_OVARY  639V_URINARY_TRACT  \\\n",
-       "rid                                                                    \n",
-       "ENSG00000223972.4                 1.0        4.0                 3.0   \n",
-       "ENSG00000227232.4               868.0      611.0               692.0   \n",
-       "ENSG00000243485.2                 6.0        3.0                 4.0   \n",
-       "ENSG00000237613.2                 4.0        3.0                 1.0   \n",
-       "ENSG00000268020.2                 0.0        1.0                 2.0   \n",
-       "...                               ...        ...                 ...   \n",
-       "ENSG00000198695.2             92152.0   134020.0             96755.0   \n",
-       "ENSG00000210194.1                29.0      349.0                23.0   \n",
-       "ENSG00000198727.2            322152.0   302756.0            232040.0   \n",
-       "ENSG00000210195.2                 2.0        6.0                 2.0   \n",
-       "ENSG00000210196.2                 2.0       12.0                 6.0   \n",
-       "\n",
-       "cid                647V_URINARY_TRACT  697_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE  \\\n",
-       "rid                                                                             \n",
-       "ENSG00000223972.4                 4.0                                     7.0   \n",
-       "ENSG00000227232.4               639.0                                   728.0   \n",
-       "ENSG00000243485.2                 4.0                                     2.0   \n",
-       "ENSG00000237613.2                 2.0                                     3.0   \n",
-       "ENSG00000268020.2                 0.0                                     2.0   \n",
-       "...                               ...                                     ...   \n",
-       "ENSG00000198695.2             78693.0                                101470.0   \n",
-       "ENSG00000210194.1                15.0                                    24.0   \n",
-       "ENSG00000198727.2            403043.0                                591424.0   \n",
-       "ENSG00000210195.2                 3.0                                     5.0   \n",
-       "ENSG00000210196.2                18.0                                     6.0   \n",
-       "\n",
-       "cid                ...  WSUDLCL2_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE  \\\n",
-       "rid                ...                                                \n",
-       "ENSG00000223972.4  ...                                         18.0   \n",
-       "ENSG00000227232.4  ...                                        562.0   \n",
-       "ENSG00000243485.2  ...                                         11.0   \n",
-       "ENSG00000237613.2  ...                                         14.0   \n",
-       "ENSG00000268020.2  ...                                          8.0   \n",
-       "...                ...                                          ...   \n",
-       "ENSG00000198695.2  ...                                      64989.0   \n",
-       "ENSG00000210194.1  ...                                         13.0   \n",
-       "ENSG00000198727.2  ...                                      90995.0   \n",
-       "ENSG00000210195.2  ...                                          6.0   \n",
-       "ENSG00000210196.2  ...                                          6.0   \n",
-       "\n",
-       "cid                YAPC_PANCREAS  YD10B_UPPER_AERODIGESTIVE_TRACT  \\\n",
-       "rid                                                                 \n",
-       "ENSG00000223972.4           14.0                             40.0   \n",
-       "ENSG00000227232.4          328.0                            663.0   \n",
-       "ENSG00000243485.2            7.0                             24.0   \n",
-       "ENSG00000237613.2           16.0                             31.0   \n",
-       "ENSG00000268020.2            3.0                             15.0   \n",
-       "...                          ...                              ...   \n",
-       "ENSG00000198695.2        55308.0                         167546.0   \n",
-       "ENSG00000210194.1            6.0                             20.0   \n",
-       "ENSG00000198727.2       196872.0                         850259.0   \n",
-       "ENSG00000210195.2            5.0                             22.0   \n",
-       "ENSG00000210196.2           19.0                            128.0   \n",
-       "\n",
-       "cid                YD15_SALIVARY_GLAND  YD38_UPPER_AERODIGESTIVE_TRACT  \\\n",
-       "rid                                                                      \n",
-       "ENSG00000223972.4                 39.0                            25.0   \n",
-       "ENSG00000227232.4                270.0                           233.0   \n",
-       "ENSG00000243485.2                 24.0                            20.0   \n",
-       "ENSG00000237613.2                 19.0                            24.0   \n",
-       "ENSG00000268020.2                  7.0                             5.0   \n",
-       "...                                ...                             ...   \n",
-       "ENSG00000198695.2             158012.0                         65175.0   \n",
-       "ENSG00000210194.1                 56.0                            19.0   \n",
-       "ENSG00000198727.2             383806.0                        184011.0   \n",
-       "ENSG00000210195.2                  7.0                             1.0   \n",
-       "ENSG00000210196.2                  9.0                            12.0   \n",
-       "\n",
-       "cid                YD8_UPPER_AERODIGESTIVE_TRACT  YH13_CENTRAL_NERVOUS_SYSTEM  \\\n",
-       "rid                                                                             \n",
-       "ENSG00000223972.4                           14.0                         11.0   \n",
-       "ENSG00000227232.4                          558.0                        309.0   \n",
-       "ENSG00000243485.2                            6.0                          3.0   \n",
-       "ENSG00000237613.2                            8.0                          7.0   \n",
-       "ENSG00000268020.2                            3.0                          5.0   \n",
-       "...                                          ...                          ...   \n",
-       "ENSG00000198695.2                        56555.0                      37417.0   \n",
-       "ENSG00000210194.1                           15.0                         12.0   \n",
-       "ENSG00000198727.2                       144686.0                      85061.0   \n",
-       "ENSG00000210195.2                           10.0                         14.0   \n",
-       "ENSG00000210196.2                           10.0                          4.0   \n",
-       "\n",
-       "cid                YKG1_CENTRAL_NERVOUS_SYSTEM  ZR751_BREAST  ZR7530_BREAST  \n",
-       "rid                                                                          \n",
-       "ENSG00000223972.4                          5.0          13.0            6.0  \n",
-       "ENSG00000227232.4                        811.0         500.0          945.0  \n",
-       "ENSG00000243485.2                          1.0           6.0            5.0  \n",
-       "ENSG00000237613.2                          0.0          10.0            4.0  \n",
-       "ENSG00000268020.2                          4.0           3.0            2.0  \n",
-       "...                                        ...           ...            ...  \n",
-       "ENSG00000198695.2                      55576.0       42767.0       159531.0  \n",
-       "ENSG00000210194.1                         23.0           9.0           21.0  \n",
-       "ENSG00000198727.2                     242084.0       89457.0       689477.0  \n",
-       "ENSG00000210195.2                          0.0           3.0            0.0  \n",
-       "ENSG00000210196.2                          1.0           8.0            1.0  \n",
-       "\n",
-       "[56202 rows x 1019 columns]"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df.data_df"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from sklearn.datasets import load_iris\n",
-    "from sklearn.linear_model import LogisticRegression\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "150"
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "X, y = load_iris(return_X_y=True)\n",
-    "len(y)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "clf = LogisticRegression(random_state=0, solver='lbfgs',\n",
-    "                         multi_class='multinomial').fit(X, y)\n",
-    "clf.predict(X[:2, :])\n",
-    "\n",
-    "clf.predict_proba(X[:2, :]) \n",
-    "\n",
-    "\n",
-    "clf.score(X, y)"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.0"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/betas.list.rds b/betas.list.rds
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diff --git a/biconductor.py b/biconductor.py
deleted file mode 100644
index 2c483b3..0000000
--- a/biconductor.py
+++ /dev/null
@@ -1,10 +0,0 @@
-import rpy2.robjects as robjects
-from rpy2.robjects.packages import importr
-base = importr('base')
-
-# evaluate locally a remote R script
-base.source("http://www.bioconductor.org/biocLite.R")
-bioclite = robjects.globalenv['biocLite']
-
-# download and install a bioconductor package
-bioclite("limma")
diff --git a/cellines.ipynb b/cellines.ipynb
deleted file mode 100644
index 60fd134..0000000
--- a/cellines.ipynb
+++ /dev/null
@@ -1,15692 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'rpy2'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-1-dfd23f5b7497>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      3\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mpandas2ri\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[0mreadRDS\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mr\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'readRDS'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mrpy2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrobjects\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconversion\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mlocalconverter\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'rpy2'"
-     ]
-    }
-   ],
-   "source": [
-    "import rpy2\n",
-    "import rpy2.robjects as robjects\n",
-    "from rpy2.robjects import pandas2ri\n",
-    "readRDS = robjects.r['readRDS']\n",
-    "from rpy2.robjects.conversion import localconverter\n",
-    "import pandas as pd\n",
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from rpy2.robjects.packages import importr"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from scipy.linalg import expm, sinm, cosm"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import Mixture\n",
-    "import Mixture.Utils as mut"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "R[write to console]: Installing package into ‘/home/matias/R/x86_64-pc-linux-gnu-library/3.5’\n",
-      "(as ‘lib’ is unspecified)\n",
-      "\n",
-      "R[write to console]: trying URL 'https://cloud.r-project.org/src/contrib/BiocManager_1.30.7.tar.gz'\n",
-      "\n",
-      "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 38020 bytes (37 KB)\n",
-      "\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: downloaded 37 KB\n",
-      "\n",
-      "\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: \n",
-      "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
-      "R[write to console]: \n",
-      "R[write to console]: \n",
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<rpy2.rinterface.NULLType object at 0x7f6a1c167ec8> [RTYPES.NILSXP]"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "utils = importr('utils')\n",
-    "base = importr('base')\n",
-    "utils.install_packages('BiocManager')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "R[write to console]: Bioconductor version 3.8 (BiocManager 1.30.7), R 3.5.3 (2019-03-11)\n",
-      "\n",
-      "R[write to console]: Installing package(s) 'limma'\n",
-      "\n",
-      "R[write to console]: trying URL 'https://bioconductor.org/packages/3.8/bioc/src/contrib/limma_3.38.3.tar.gz'\n",
-      "\n",
-      "R[write to console]: Content type 'application/x-gzip'\n",
-      "R[write to console]:  length 1471609 bytes (1.4 MB)\n",
-      "\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: =\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: downloaded 1.4 MB\n",
-      "\n",
-      "\n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: \n",
-      "R[write to console]: The downloaded source packages are in\n",
-      "\t‘/tmp/RtmpP5hBnz/downloaded_packages’\n",
-      "R[write to console]: \n",
-      "R[write to console]: \n",
-      "\n",
-      "R[write to console]: installation path not writeable, unable to update packages: boot, cluster,\n",
-      "  foreign, KernSmooth, MASS, Matrix, mgcv, nlme, rpart, survival\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "biocmanager = importr('BiocManager')\n",
-    "biocmanager.install('limma')\n",
-    "limma = importr('limma')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df = readRDS('./data/celllines.rds')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "with localconverter(robjects.default_converter + pandas2ri.converter):\n",
-    "    df = robjects.conversion.rpy2py(df)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vector = np.array(df[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#applying antilog\n",
-    "vector_exp = np.exp2(vector)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dfcellines_exp = pd.DataFrame(vector_exp, columns = df[0].colnames)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dfcellines_exp.insert(0, 'Gene symbol', df[2][0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "Y = dfcellines_exp"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "cores = 4\n",
-    "iters = 1000\n",
-    "output = 'outputCellines_TIL10'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "X = pd.read_excel('data/TIL10_signature.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "with pd.ExcelWriter('Celllines.xlsx') as writer:\n",
-    "            Y.to_excel(writer, sheet_name='E')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>906826</th>\n",
-       "      <th>687983</th>\n",
-       "      <th>910927</th>\n",
-       "      <th>1240138</th>\n",
-       "      <th>1240139</th>\n",
-       "      <th>906792</th>\n",
-       "      <th>910688</th>\n",
-       "      <th>1240135</th>\n",
-       "      <th>1290812</th>\n",
-       "      <th>...</th>\n",
-       "      <th>753584</th>\n",
-       "      <th>907044</th>\n",
-       "      <th>998184</th>\n",
-       "      <th>908145</th>\n",
-       "      <th>1659787</th>\n",
-       "      <th>1298157</th>\n",
-       "      <th>1480372</th>\n",
-       "      <th>1298533</th>\n",
-       "      <th>930299</th>\n",
-       "      <th>905954.1</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>TSPAN6</td>\n",
-       "      <td>198.366304</td>\n",
-       "      <td>187.230436</td>\n",
-       "      <td>419.444908</td>\n",
-       "      <td>222.419924</td>\n",
-       "      <td>212.198047</td>\n",
-       "      <td>134.786621</td>\n",
-       "      <td>9.748621</td>\n",
-       "      <td>124.638529</td>\n",
-       "      <td>61.522661</td>\n",
-       "      <td>...</td>\n",
-       "      <td>137.724074</td>\n",
-       "      <td>9.425070</td>\n",
-       "      <td>8.218597</td>\n",
-       "      <td>331.582284</td>\n",
-       "      <td>122.121882</td>\n",
-       "      <td>347.682936</td>\n",
-       "      <td>343.203766</td>\n",
-       "      <td>272.338050</td>\n",
-       "      <td>8.647798</td>\n",
-       "      <td>142.333051</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>TNMD</td>\n",
-       "      <td>7.806009</td>\n",
-       "      <td>6.857659</td>\n",
-       "      <td>6.248491</td>\n",
-       "      <td>7.051465</td>\n",
-       "      <td>7.769056</td>\n",
-       "      <td>7.411045</td>\n",
-       "      <td>7.101891</td>\n",
-       "      <td>7.334766</td>\n",
-       "      <td>6.439167</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.958841</td>\n",
-       "      <td>6.704533</td>\n",
-       "      <td>7.870230</td>\n",
-       "      <td>7.222767</td>\n",
-       "      <td>6.158717</td>\n",
-       "      <td>6.230190</td>\n",
-       "      <td>7.360939</td>\n",
-       "      <td>5.740469</td>\n",
-       "      <td>7.313022</td>\n",
-       "      <td>7.131893</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>DPM1</td>\n",
-       "      <td>1332.160907</td>\n",
-       "      <td>3583.966033</td>\n",
-       "      <td>942.750905</td>\n",
-       "      <td>944.541755</td>\n",
-       "      <td>1368.936470</td>\n",
-       "      <td>875.514199</td>\n",
-       "      <td>1229.950967</td>\n",
-       "      <td>1181.113002</td>\n",
-       "      <td>1260.479567</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1434.652440</td>\n",
-       "      <td>1392.007683</td>\n",
-       "      <td>1271.188200</td>\n",
-       "      <td>1403.516091</td>\n",
-       "      <td>1368.590676</td>\n",
-       "      <td>2824.425590</td>\n",
-       "      <td>1507.327754</td>\n",
-       "      <td>1773.950376</td>\n",
-       "      <td>938.297720</td>\n",
-       "      <td>1768.387206</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>SCYL3</td>\n",
-       "      <td>12.250715</td>\n",
-       "      <td>16.759262</td>\n",
-       "      <td>15.521864</td>\n",
-       "      <td>16.722300</td>\n",
-       "      <td>20.273176</td>\n",
-       "      <td>19.305001</td>\n",
-       "      <td>62.603333</td>\n",
-       "      <td>13.132165</td>\n",
-       "      <td>14.401152</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.967555</td>\n",
-       "      <td>24.658494</td>\n",
-       "      <td>20.372112</td>\n",
-       "      <td>14.501411</td>\n",
-       "      <td>15.428870</td>\n",
-       "      <td>21.493812</td>\n",
-       "      <td>11.715849</td>\n",
-       "      <td>21.755929</td>\n",
-       "      <td>19.250548</td>\n",
-       "      <td>17.154241</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>C1orf112</td>\n",
-       "      <td>10.415653</td>\n",
-       "      <td>13.291985</td>\n",
-       "      <td>9.425833</td>\n",
-       "      <td>11.781195</td>\n",
-       "      <td>14.324103</td>\n",
-       "      <td>14.074927</td>\n",
-       "      <td>8.066077</td>\n",
-       "      <td>9.636096</td>\n",
-       "      <td>10.216540</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.240021</td>\n",
-       "      <td>15.430837</td>\n",
-       "      <td>13.992517</td>\n",
-       "      <td>9.170420</td>\n",
-       "      <td>14.072733</td>\n",
-       "      <td>20.889876</td>\n",
-       "      <td>18.990272</td>\n",
-       "      <td>8.405648</td>\n",
-       "      <td>9.383959</td>\n",
-       "      <td>10.821246</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16527</th>\n",
-       "      <td>LINC00526</td>\n",
-       "      <td>110.425145</td>\n",
-       "      <td>39.888776</td>\n",
-       "      <td>8.833626</td>\n",
-       "      <td>8.900557</td>\n",
-       "      <td>12.576511</td>\n",
-       "      <td>47.647336</td>\n",
-       "      <td>37.085502</td>\n",
-       "      <td>18.271588</td>\n",
-       "      <td>17.313812</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.998876</td>\n",
-       "      <td>34.114570</td>\n",
-       "      <td>11.426724</td>\n",
-       "      <td>35.361134</td>\n",
-       "      <td>24.331695</td>\n",
-       "      <td>34.246447</td>\n",
-       "      <td>18.941097</td>\n",
-       "      <td>33.938338</td>\n",
-       "      <td>31.693689</td>\n",
-       "      <td>20.565258</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16528</th>\n",
-       "      <td>KRT18P55</td>\n",
-       "      <td>10.064016</td>\n",
-       "      <td>7.959133</td>\n",
-       "      <td>7.395121</td>\n",
-       "      <td>14.046309</td>\n",
-       "      <td>10.648559</td>\n",
-       "      <td>7.998002</td>\n",
-       "      <td>7.421796</td>\n",
-       "      <td>10.982643</td>\n",
-       "      <td>7.812968</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.562731</td>\n",
-       "      <td>10.010432</td>\n",
-       "      <td>9.524358</td>\n",
-       "      <td>8.231881</td>\n",
-       "      <td>9.026219</td>\n",
-       "      <td>10.152220</td>\n",
-       "      <td>10.648353</td>\n",
-       "      <td>12.470003</td>\n",
-       "      <td>8.831391</td>\n",
-       "      <td>7.608029</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16529</th>\n",
-       "      <td>POLRMTP1</td>\n",
-       "      <td>8.758575</td>\n",
-       "      <td>9.586355</td>\n",
-       "      <td>9.039474</td>\n",
-       "      <td>8.423571</td>\n",
-       "      <td>9.276274</td>\n",
-       "      <td>10.425989</td>\n",
-       "      <td>9.190263</td>\n",
-       "      <td>7.106077</td>\n",
-       "      <td>8.930525</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.838728</td>\n",
-       "      <td>7.935110</td>\n",
-       "      <td>11.426698</td>\n",
-       "      <td>9.542098</td>\n",
-       "      <td>8.810404</td>\n",
-       "      <td>8.041709</td>\n",
-       "      <td>8.508124</td>\n",
-       "      <td>7.197547</td>\n",
-       "      <td>7.124755</td>\n",
-       "      <td>7.047236</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16530</th>\n",
-       "      <td>UBL5P2</td>\n",
-       "      <td>1014.544078</td>\n",
-       "      <td>512.999579</td>\n",
-       "      <td>553.808337</td>\n",
-       "      <td>994.814559</td>\n",
-       "      <td>981.590689</td>\n",
-       "      <td>420.167311</td>\n",
-       "      <td>673.943381</td>\n",
-       "      <td>879.015640</td>\n",
-       "      <td>712.913048</td>\n",
-       "      <td>...</td>\n",
-       "      <td>772.704052</td>\n",
-       "      <td>727.126167</td>\n",
-       "      <td>986.195846</td>\n",
-       "      <td>948.986581</td>\n",
-       "      <td>1037.551842</td>\n",
-       "      <td>644.569877</td>\n",
-       "      <td>1713.405686</td>\n",
-       "      <td>373.430458</td>\n",
-       "      <td>955.789824</td>\n",
-       "      <td>538.179233</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16531</th>\n",
-       "      <td>TBC1D3P5</td>\n",
-       "      <td>8.419436</td>\n",
-       "      <td>8.001009</td>\n",
-       "      <td>7.548942</td>\n",
-       "      <td>9.556614</td>\n",
-       "      <td>10.527754</td>\n",
-       "      <td>11.293640</td>\n",
-       "      <td>9.148307</td>\n",
-       "      <td>9.543633</td>\n",
-       "      <td>8.833999</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.609316</td>\n",
-       "      <td>9.559265</td>\n",
-       "      <td>9.125935</td>\n",
-       "      <td>8.910978</td>\n",
-       "      <td>10.250768</td>\n",
-       "      <td>10.818368</td>\n",
-       "      <td>9.972426</td>\n",
-       "      <td>9.028677</td>\n",
-       "      <td>9.471302</td>\n",
-       "      <td>10.017959</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>16532 rows × 1019 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      Gene symbol       906826       687983      910927     1240138  \\\n",
-       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
-       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
-       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
-       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
-       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
-       "...           ...          ...          ...         ...         ...   \n",
-       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
-       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
-       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
-       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
-       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
-       "\n",
-       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
-       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
-       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
-       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
-       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
-       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
-       "...            ...         ...          ...          ...          ...  ...   \n",
-       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
-       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
-       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
-       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
-       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
-       "\n",
-       "            753584       907044       998184       908145      1659787  \\\n",
-       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
-       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
-       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
-       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
-       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
-       "...            ...          ...          ...          ...          ...   \n",
-       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
-       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
-       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
-       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
-       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
-       "\n",
-       "           1298157      1480372      1298533      930299     905954.1  \n",
-       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
-       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
-       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
-       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
-       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
-       "...            ...          ...          ...         ...          ...  \n",
-       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
-       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
-       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
-       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
-       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
-       "\n",
-       "[16532 rows x 1019 columns]"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "scrolled": true,
-    "slideshow": {
-     "slide_type": "-"
-    }
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Running mixer with subjects (Count: 1019)...\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
-      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240138\n",
-      "Iter: 1 Subject: 687983\n",
-      "Iter: 1 Subject: 910927Iter: 1 Subject: 906826\n",
-      "\n",
-      "Iter: 2 Subject: 1240138\n",
-      "Iter: 2 Subject: 910927\n",
-      "Iter: 2 Subject: 906826\n",
-      "Iter: 2 Subject: 687983\n",
-      "Iter: 3 Subject: 1240138\n",
-      "Iter: 3 Subject: 910927\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 687983\n",
-      "--------------------------------------------------\n",
-      "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687983\n",
-      "Iter: 1 Subject: 1240139\n",
-      "Iter: 1 Subject: 906792\n",
-      "Iter: 1 Subject: 910688\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906792\n",
-      "Iter: 2 Subject: 1240139\n",
-      "Iter: 2 Subject: 910688Iter: 1 Subject: 1240135\n",
-      "\n",
-      "Iter: 3 Subject: 1240139\n",
-      "Iter: 3 Subject: 906792\n",
-      "Iter: 3 Subject: 910688Iter: 2 Subject: 1240135\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Iter: 4 Subject: 910688\n",
-      "\n",
-      "Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907045\n",
-      "--------------------------------------------------\n",
-      "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290812\n",
-      "Iter: 1 Subject: 906861\n",
-      "Iter: 2 Subject: 907045\n",
-      "Iter: 2 Subject: 1290812\n",
-      "Iter: 1 Subject: 906830\n",
-      "--------------------------------------------------Iter: 2 Subject: 906861\n",
-      "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906830\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909750\n",
-      "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906830\n",
-      "Iter: 1 Subject: 1240137\n",
-      "--------------------------------------------------\n",
-      "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909750\n",
-      "--------------------------------------------------\n",
-      "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753552\n",
-      "Iter: 1 Subject: 925338\n",
-      "Iter: 2 Subject: 1240137\n",
-      "Iter: 1 Subject: 907065\n",
-      "Iter: 2 Subject: 753552\n",
-      "Iter: 2 Subject: 925338\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907065\n",
-      "Iter: 3 Subject: 753552\n",
-      "--------------------------------------------------\n",
-      "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290809\n",
-      "--------------------------------------------------\n",
-      "Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290809\n",
-      "Iter: 1 Subject: 949158Iter: 1 Subject: 924110\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240134\n",
-      "Iter: 2 Subject: 949158\n",
-      "Iter: 2 Subject: 924110\n",
-      "Iter: 2 Subject: 1240134Iter: 1 Subject: 907172\n",
-      "\n",
-      "Iter: 3 Subject: 924110\n",
-      "--------------------------------------------------\n",
-      "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1240134Iter: 2 Subject: 907172\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687452\n",
-      "--------------------------------------------------\n",
-      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905947\n",
-      "Iter: 1 Subject: 1298134Iter: 2 Subject: 687452\n",
-      "\n",
-      "Iter: 1 Subject: 907058\n",
-      "--------------------------------------------------Iter: 2 Subject: 905947--------------------------------------------------\n",
-      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "\n",
-      "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907058\n",
-      "--------------------------------------------------\n",
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-     ]
-    },
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
-      "\n",
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-     ]
-    },
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-     ]
-    },
-    {
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-     "output_type": "stream",
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-      "\n",
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-      "\n",
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-      "--------------------------------------------------\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Subject: 909743 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "\n",
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-      "\n",
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-      "\n",
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-      "\n",
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-      "\n",
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-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
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-      "\n",
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-      "\n",
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-      "\n",
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-      "\n",
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-      "--------------------------------------------------\n",
-      "\n",
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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-      "\n",
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-      "\n",
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-      "\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 684059\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-      "--------------------------------------------------\n",
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-      "\n",
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-      "\n",
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-      "\n",
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-     ]
-    },
-    {
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-     "text": [
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-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-     ]
-    },
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
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-     "output_type": "stream",
-     "text": [
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-      "Iter: 1 Subject: 909759--------------------------------------------------\n",
-      "\n",
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-      "Iter: 3 Subject: 924244\n",
-      "Iter: 3 Subject: 909759\n",
-      "Iter: 2 Subject: 909712Iter: 1 Subject: 910566\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240181 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "\n",
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-      "--------------------------------------------------\n",
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-      "\n",
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-      "\n",
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-     ]
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-     ]
-    },
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-      "--------------------------------------------------\n",
-      "\n"
-     ]
-    },
-    {
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-     ]
-    },
-    {
-     "name": "stdout",
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-     "text": [
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-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-      "--------------------------------------------------Iter: 2 Subject: 749717\n",
-      "\n",
-      "Subject: 946372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Subject: 924102 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------Iter: 2 Subject: 946372\n",
-      "\n",
-      "Iter: 3 Subject: 930082\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 910951 Nro. Processor: <_MainProcess(MainProcess, started)>Subject: 1327768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 949094 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 924102\n",
-      "Iter: 1 Subject: 949094\n",
-      "Iter: 1 Subject: 910951\n",
-      "Iter: 2 Subject: 924102\n",
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-      "Iter: 3 Subject: 924102\n",
-      "Iter: 2 Subject: 949094\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1327768\n",
-      "Iter: 3 Subject: 949094\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1290768\n",
-      "--------------------------------------------------\n",
-      "Subject: 906828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 909753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 906828\n",
-      "Iter: 2 Subject: 1290768\n",
-      "Iter: 1 Subject: 1290771\n",
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-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1290771\n",
-      "Iter: 2 Subject: 909753\n",
-      "--------------------------------------------------\n",
-      "Subject: 687985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 749713 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1299067\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687985\n",
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-      "Iter: 3 Subject: 687985\n",
-      "--------------------------------------------------\n",
-      "Subject: 908152 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1330994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1331034 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1303897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908152\n",
-      "Iter: 1 Subject: 1330994\n",
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-      "--------------------------------------------------\n",
-      "Subject: 1298160 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1503371 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 3 Subject: 1303897\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 909769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 925345 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Iter: 1 Subject: 1298160\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1503371\n",
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-      "Iter: 1 Subject: 925345Iter: 2 Subject: 1298160\n",
-      "\n",
-      "Iter: 2 Subject: 1503371\n",
-      "Iter: 2 Subject: 909769\n",
-      "--------------------------------------------------\n",
-      "Subject: 909717 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 908143 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 925345\n",
-      "Iter: 3 Subject: 1503371\n",
-      "Iter: 1 Subject: 909717\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 908143\n",
-      "--------------------------------------------------\n",
-      "Subject: 1509073 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908143Iter: 2 Subject: 909717\n",
-      "Iter: 1 Subject: 905989\n",
-      "\n",
-      "--------------------------------------------------Iter: 1 Subject: 1509073\n",
-      "\n",
-      "Subject: 924100 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905989\n",
-      "--------------------------------------------------Iter: 3 Subject: 908143\n",
-      "\n",
-      "Subject: 1327773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 908143\n",
-      "Iter: 2 Subject: 1509073\n",
-      "Iter: 1 Subject: 924100\n",
-      "Iter: 1 Subject: 1327773\n",
-      "--------------------------------------------------\n",
-      "Subject: 753583 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1509073\n",
-      "Iter: 2 Subject: 924100\n",
-      "Iter: 2 Subject: 1327773\n",
-      "Iter: 1 Subject: 753583\n",
-      "--------------------------------------------------\n",
-      "Subject: 753545 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 924100\n",
-      "Iter: 3 Subject: 1327773\n",
-      "--------------------------------------------------\n",
-      "Subject: 1479987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753583\n",
-      "Iter: 1 Subject: 753545\n",
-      "--------------------------------------------------\n",
-      "Subject: 687600 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753583Iter: 2 Subject: 753545\n",
-      "\n",
-      "Iter: 1 Subject: 1479987\n",
-      "--------------------------------------------------\n",
-      "Subject: 909781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 688021 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687600\n",
-      "Iter: 2 Subject: 1479987\n",
-      "Iter: 1 Subject: 909781\n",
-      "Iter: 2 Subject: 687600\n",
-      "Iter: 1 Subject: 688021\n",
-      "--------------------------------------------------\n",
-      "Subject: 753577 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 909781\n",
-      "Iter: 2 Subject: 688021Iter: 3 Subject: 687600\n",
-      "\n",
-      "Iter: 1 Subject: 753577\n",
-      "--------------------------------------------------\n",
-      "Subject: 907312 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 906803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753577\n",
-      "Iter: 4 Subject: 687600\n",
-      "Iter: 1 Subject: 907312\n",
-      "--------------------------------------------------\n",
-      "Subject: 1480362 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Iter: 1 Subject: 906803\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298365 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907312\n",
-      "Iter: 1 Subject: 1298365\n",
-      "Iter: 2 Subject: 906803\n",
-      "Iter: 1 Subject: 1480362\n",
-      "Iter: 3 Subject: 907312\n",
-      "Iter: 3 Subject: 906803Iter: 2 Subject: 1298365\n",
-      "\n",
-      "Iter: 2 Subject: 1480362\n",
-      "--------------------------------------------------\n",
-      "Subject: 1503361 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298365\n",
-      "Iter: 4 Subject: 906803\n",
-      "Iter: 1 Subject: 1503361\n",
-      "--------------------------------------------------Iter: 3 Subject: 1480362\n",
-      "\n",
-      "Subject: 1659817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1322218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1330972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1503361\n",
-      "Iter: 1 Subject: 1322218\n",
-      "Iter: 1 Subject: 1659817\n",
-      "--------------------------------------------------\n",
-      "Subject: 909776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1330972\n",
-      "Iter: 2 Subject: 1659817\n",
-      "--------------------------------------------------\n",
-      "Subject: 722046 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 1 Subject: 909776Iter: 2 Subject: 1322218--------------------------------------------------\n",
-      "\n",
-      "\n",
-      "Subject: 1659819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 722046\n",
-      "Iter: 2 Subject: 909776\n",
-      "Iter: 3 Subject: 1322218\n",
-      "Iter: 1 Subject: 1659819\n",
-      "Iter: 2 Subject: 722046\n",
-      "Iter: 4 Subject: 1322218\n",
-      "Iter: 3 Subject: 909776\n",
-      "Iter: 3 Subject: 722046\n",
-      "Iter: 2 Subject: 1659819\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: 908130 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Subject: 687448 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 946377 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1659819\n",
-      "Iter: 1 Subject: 687448\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298154 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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-      "Iter: 2 Subject: 687448\n",
-      "Iter: 1 Subject: 1298154Iter: 2 Subject: 908130\n",
-      "\n",
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-      "--------------------------------------------------\n",
-      "Subject: 924238 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298223 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 946377\n",
-      "--------------------------------------------------\n",
-      "Subject: 905941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 924238\n",
-      "Iter: 1 Subject: 1298223\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240218 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905941\n",
-      "Iter: 2 Subject: 924238\n",
-      "Iter: 2 Subject: 1298223\n",
-      "Iter: 1 Subject: 1240218\n",
-      "--------------------------------------------------\n",
-      "Subject: 1299062 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905941\n",
-      "Iter: 3 Subject: 1298223\n",
-      "Iter: 2 Subject: 1240218\n",
-      "--------------------------------------------------\n",
-      "Subject: 909976.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905941\n",
-      "Iter: 1 Subject: 1299062\n",
-      "Iter: 3 Subject: 1240218\n",
-      "Iter: 2 Subject: 1299062\n",
-      "--------------------------------------------------\n",
-      "Subject: 908458 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909976.1\n",
-      "--------------------------------------------------\n",
-      "Subject: 753584 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1299062\n",
-      "Iter: 2 Subject: 909976.1\n",
-      "Iter: 1 Subject: 908458Iter: 1 Subject: 753584\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 907044 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 998184 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 753584Iter: 1 Subject: 907044Iter: 2 Subject: 908458\n",
-      "\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 998184\n",
-      "Subject: 908145 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907044\n",
-      "Iter: 3 Subject: 753584\n",
-      "--------------------------------------------------\n",
-      "Subject: 1659787 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298157 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 998184\n",
-      "Iter: 1 Subject: 908145\n",
-      "--------------------------------------------------\n",
-      "Subject: 1480372 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1659787\n",
-      "Iter: 1 Subject: 1298157\n",
-      "Iter: 2 Subject: 908145\n",
-      "Iter: 2 Subject: 1659787\n",
-      "Iter: 1 Subject: 1480372\n",
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-      "Iter: 3 Subject: 908145\n",
-      "Iter: 3 Subject: 1659787\n",
-      "Iter: 2 Subject: 1480372\n",
-      "--------------------------------------------------Iter: 3 Subject: 1298157\n",
-      "\n",
-      "Subject: 1298533 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 930299 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 905954.1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298533\n",
-      "Iter: 1 Subject: 930299\n",
-      "Iter: 1 Subject: 905954.1\n",
-      "Iter: 2 Subject: 1298533\n",
-      "Iter: 2 Subject: 930299\n",
-      "Iter: 2 Subject: 905954.1\n",
-      "Iter: 3 Subject: 1298533\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish mixer\n",
-      "Get Medias\n",
-      "Creating population (Count: 1000)...\n",
-      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Creating Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Creating Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------Creating Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Creating Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Creating Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Creating Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "Creating Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------Creating Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
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-      "\n",
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-      "Creating Subject: 428 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 446 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "\n",
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-      "Creating Subject: 488 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 492 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 493 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "\n",
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-      "\n",
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-      "--------------------------------------------------\n",
-      "\n"
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-      "--------------------------------------------------\n",
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-      "\n",
-      "Creating Subject: 537 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 538 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 539 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
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-      "Creating Subject: 570 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
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-      "Creating Subject: 605 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
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-      "Creating Subject: 623 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 624 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 625 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
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-      "Creating Subject: 630 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 631 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
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-      "\n",
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-      "\n",
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-      "--------------------------------------------------\n"
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-      "Creating Subject: 702 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "\n",
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-      "\n",
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-      "Creating Subject: 713 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
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-      "\n",
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-      "Creating Subject: 716 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 720 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 722 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "\n",
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-      "--------------------------------------------------Creating Subject: 725 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "\n",
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-      "\n",
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-      "--------------------------------------------------\n",
-      "Creating Subject: 728 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 731 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "Creating Subject: 733 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 735 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
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-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 739 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 741 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 742 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 744 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 748 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "Creating Subject: 749 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 753 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 752 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 755 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 756 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 758 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 759 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "Creating Subject: 761 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 760 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 763 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 764 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 765 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 766 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 768 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------Creating Subject: 767 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 769 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 770 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 771 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 773 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 772 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 774 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 775 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 776 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 777 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 778 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 779 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 780 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 781 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 782 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 783 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
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-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Creating Subject: 784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 785 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 786 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
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-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 788 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 789 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 790 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 791 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 793 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 795 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 796 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 797 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 799 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 801 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 800 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 802 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 803 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 804 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 805 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 806 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 807 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 808 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 809 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 811 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 818 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 819 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 820 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 821 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 822 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 823 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 824 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 825 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 827 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 828 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 830 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 832 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 833 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 835 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 836 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 837 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 838 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 839 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 840 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 841 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 842 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 843 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 845 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 846 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 847 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 848 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 849 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 850 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 851 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 852 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 853 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Creating Subject: 854 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 856 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 857 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 858 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 859 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 860 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 862 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 863 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 865 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 864 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 866 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 867 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 868 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 869 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 870 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 871 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 872 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 874 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 875 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 876 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 877 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
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-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Creating Subject: 878 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 879 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 880 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 881 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 883 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 882 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 885 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 884 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 886 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 888 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 887 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 889 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 890 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 891 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 892 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 893 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 894 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 895 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 897 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 898 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 899 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 900 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 901 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 902 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 904 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 905 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 906 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 908 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 907 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 909 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 910 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 912 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Creating Subject: 911 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 913 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 914 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 915 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 916 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Creating Subject: 917 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 918 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 919 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 920 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 921 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 922 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 923 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 924 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 925 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Creating Subject: 926 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "Creating Subject: 927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 928 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 929 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 930 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 931 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 932 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 933 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 934 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 935 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 937 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 938 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 941 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Creating Subject: 940 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 942 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 943 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 944 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 945 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 946 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 948 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 950 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 949 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 951 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 953 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 954 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 955 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 956 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 957 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 958 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 959 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 960 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 961 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 962 Nro. Processor: <_MainProcess(MainProcess, started)>Creating Subject: 963 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 964 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 965 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 967 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 966 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 968 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 969 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 970 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 971 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 973 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 972 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Creating Subject: 976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 978 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 979 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 980 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 981 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 982 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 984 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 986 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 985 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 987 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 988 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "Creating Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Creating Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Creating Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Creating Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Finish creating population\n",
-      "Finish\n",
-      "Running mixer with porpulationBased (Count: 1001)\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "Subject: 1 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 0 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Subject: 2 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "----------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Subject: 3 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1Iter: 1 Subject: 3\n",
-      "\n",
-      "Iter: 1 Subject: 2\n",
-      "Iter: 1 Subject: 0\n",
-      "Iter: 2 Subject: 3Iter: 2 Subject: 1\n",
-      "\n",
-      "Iter: 2 Subject: 2\n",
-      "Iter: 2 Subject: 0\n",
-      "Iter: 3 Subject: 3\n",
-      "--------------------------------------------------\n",
-      "Subject: 4 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 5 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 2\n",
-      "--------------------------------------------------\n",
-      "Subject: 6 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 4\n",
-      "--------------------------------------------------\n",
-      "Subject: 7 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 5\n",
-      "Iter: 1 Subject: 6\n",
-      "Iter: 1 Subject: 7\n",
-      "Iter: 2 Subject: 4\n",
-      "Iter: 2 Subject: 5\n",
-      "Iter: 2 Subject: 6\n",
-      "Iter: 2 Subject: 7Iter: 3 Subject: 4\n",
-      "\n",
-      "Iter: 3 Subject: 5\n",
-      "Iter: 3 Subject: 6\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Subject: 8 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 9 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 10 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 11 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 8\n",
-      "Iter: 1 Subject: 9\n",
-      "Iter: 1 Subject: 10\n",
-      "Iter: 2 Subject: 8\n",
-      "Iter: 1 Subject: 11Iter: 2 Subject: 9\n",
-      "\n",
-      "Iter: 2 Subject: 10\n",
-      "Iter: 2 Subject: 11\n",
-      "--------------------------------------------------\n",
-      "Subject: 12 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 9\n",
-      "Iter: 3 Subject: 10\n",
-      "--------------------------------------------------\n",
-      "Subject: 13 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 11\n",
-      "Iter: 1 Subject: 12\n",
-      "--------------------------------------------------\n",
-      "Subject: 14 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 13\n",
-      "--------------------------------------------------\n",
-      "Subject: 15 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 12\n",
-      "Iter: 2 Subject: 13\n",
-      "Iter: 1 Subject: 14\n",
-      "Iter: 3 Subject: 12\n",
-      "Iter: 1 Subject: 15\n",
-      "Iter: 3 Subject: 13\n",
-      "Iter: 4 Subject: 12Iter: 2 Subject: 14\n",
-      "\n",
-      "Iter: 2 Subject: 15\n",
-      "--------------------------------------------------\n",
-      "Subject: 16 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 17 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "--------------------------------------------------\n",
-      "Subject: 18 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 15\n",
-      "Iter: 1 Subject: 16\n",
-      "Iter: 1 Subject: 17\n",
-      "--------------------------------------------------\n",
-      "Subject: 19 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------Iter: 1 Subject: 18\n",
-      "\n",
-      "Iter: 2 Subject: 17\n",
-      "Iter: 2 Subject: 16\n",
-      "Iter: 1 Subject: 19\n",
-      "Iter: 2 Subject: 18\n",
-      "--------------------------------------------------\n",
-      "Subject: 20 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 21 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 19\n",
-      "Iter: 3 Subject: 18\n",
-      "Iter: 1 Subject: 20\n",
-      "Iter: 1 Subject: 21Iter: 3 Subject: 19\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 22 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 20\n",
-      "--------------------------------------------------Iter: 1 Subject: 22\n",
-      "Subject: 23 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 2 Subject: 21\n",
-      "--------------------------------------------------\n",
-      "Subject: 24 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------Iter: 2 Subject: 22\n",
-      "Iter: 1 Subject: 23\n",
-      "--------------------------------------------------\n",
-      "Subject: 25 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 3 Subject: 22\n",
-      "Iter: 2 Subject: 23\n",
-      "Iter: 1 Subject: 24\n",
-      "Iter: 1 Subject: 25\n",
-      "--------------------------------------------------\n",
-      "Subject: 26 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 27 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 24\n",
-      "Iter: 2 Subject: 25\n",
-      "Iter: 1 Subject: 27\n",
-      "Iter: 1 Subject: 26\n",
-      "Iter: 3 Subject: 24\n",
-      "Iter: 3 Subject: 25\n",
-      "Iter: 2 Subject: 26\n",
-      "Iter: 2 Subject: 27\n",
-      "--------------------------------------------------\n",
-      "Subject: 28 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 29 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 30 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 29\n",
-      "Iter: 1 Subject: 28\n",
-      "Iter: 3 Subject: 27\n",
-      "Iter: 1 Subject: 30\n",
-      "Iter: 2 Subject: 28--------------------------------------------------\n",
-      "\n",
-      "Subject: 31 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 29\n",
-      "Iter: 3 Subject: 28\n",
-      "Iter: 2 Subject: 30Iter: 1 Subject: 31\n",
-      "\n",
-      "Iter: 3 Subject: 29\n",
-      "--------------------------------------------------\n",
-      "Subject: 32 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 33 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 31\n",
-      "Iter: 4 Subject: 29\n",
-      "--------------------------------------------------\n",
-      "Subject: 34 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 32\n",
-      "Iter: 1 Subject: 33\n",
-      "--------------------------------------------------\n",
-      "Subject: 35 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 34Iter: 2 Subject: 33\n",
-      "Iter: 2 Subject: 32\n",
-      "\n",
-      "Iter: 1 Subject: 35\n",
-      "Iter: 3 Subject: 32\n",
-      "--------------------------------------------------\n",
-      "Subject: 36 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 33\n",
-      "Iter: 2 Subject: 34\n",
-      "--------------------------------------------------\n",
-      "Subject: 37 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 38 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 35\n",
-      "Iter: 1 Subject: 36\n",
-      "Iter: 1 Subject: 37\n",
-      "Iter: 1 Subject: 38\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 36\n",
-      "Subject: 39 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 37\n",
-      "Iter: 2 Subject: 38\n",
-      "Iter: 1 Subject: 39\n",
-      "Iter: 3 Subject: 36\n",
-      "--------------------------------------------------\n",
-      "Subject: 40 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 38\n",
-      "Iter: 2 Subject: 39\n",
-      "--------------------------------------------------\n",
-      "Subject: 41 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 40\n",
-      "--------------------------------------------------\n",
-      "Subject: 42 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 43 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 41\n",
-      "Iter: 2 Subject: 40\n",
-      "Iter: 1 Subject: 42\n",
-      "Iter: 1 Subject: 43Iter: 2 Subject: 41\n",
-      "\n",
-      "Iter: 3 Subject: 40\n",
-      "Iter: 2 Subject: 42\n",
-      "Iter: 2 Subject: 43\n",
-      "Iter: 3 Subject: 41\n",
-      "Iter: 4 Subject: 40\n",
-      "--------------------------------------------------\n",
-      "Subject: 44 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Iter: 4 Subject: 41\n",
-      "\n",
-      "--------------------------------------------------Subject: 45 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Subject: 46 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 47 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 46\n",
-      "Iter: 1 Subject: 45Iter: 1 Subject: 44\n",
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-     ]
-    },
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-     ]
-    },
-    {
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-     ]
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-     ]
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-    {
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-     ]
-    },
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-     "text": [
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-     ]
-    },
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-     "text": [
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-     ]
-    },
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-     ]
-    },
-    {
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-     ]
-    },
-    {
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-      "Subject: 989 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 986\n",
-      "Iter: 2 Subject: 987\n",
-      "Iter: 2 Subject: 988\n",
-      "--------------------------------------------------\n",
-      "Subject: 990 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 987\n",
-      "Iter: 1 Subject: 989\n",
-      "--------------------------------------------------\n",
-      "Subject: 991 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 992 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 990\n",
-      "Iter: 2 Subject: 989\n",
-      "Iter: 1 Subject: 991\n",
-      "Iter: 1 Subject: 992\n",
-      "Iter: 2 Subject: 991\n",
-      "Iter: 2 Subject: 990\n",
-      "Iter: 3 Subject: 989\n",
-      "Iter: 2 Subject: 992\n",
-      "--------------------------------------------------\n",
-      "Subject: 993 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 994 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 990\n",
-      "Iter: 3 Subject: 992\n",
-      "Iter: 1 Subject: 994\n",
-      "Iter: 4 Subject: 992--------------------------------------------------\n",
-      "\n",
-      "Subject: 995 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 993\n",
-      "Iter: 2 Subject: 994\n",
-      "--------------------------------------------------\n",
-      "Subject: 996 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 995\n",
-      "Iter: 2 Subject: 993\n",
-      "--------------------------------------------------\n",
-      "Subject: 997 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 996\n",
-      "Iter: 3 Subject: 993Iter: 2 Subject: 995\n",
-      "\n",
-      "Iter: 1 Subject: 997\n",
-      "Iter: 3 Subject: 995Iter: 4 Subject: 993\n",
-      "\n",
-      "Iter: 2 Subject: 996\n",
-      "--------------------------------------------------\n",
-      "Subject: 998 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 999 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 997\n",
-      "Iter: 3 Subject: 996\n",
-      "Iter: 4 Subject: 996\n",
-      "Iter: 1 Subject: 999Iter: 1 Subject: 998\n",
-      "\n",
-      "Iter: 2 Subject: 999\n",
-      "Iter: 2 Subject: 998\n",
-      "Iter: 3 Subject: 999\n",
-      "Iter: 3 Subject: 998\n",
-      "Iter: 4 Subject: 999\n",
-      "Iter: 4 Subject: 998\n",
-      "_____________________________________________________________________\n",
-      "Finish nuSvm\n",
-      "Finish\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Run Mixer Function\n",
-    "if __name__ == '__main__':\n",
-    "    result2, pValues2 = Mixture.Mixture(X, Y , cores, iters, output)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Terminado\n"
-     ]
-    }
-   ],
-   "source": [
-    "print('Terminado')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.3"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/celllines xlsx.ipynb b/celllines xlsx.ipynb
deleted file mode 100644
index bdc4419..0000000
--- a/celllines xlsx.ipynb	
+++ /dev/null
@@ -1,4443 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import os\n",
-    "import sys\n",
-    "import Mixture\n",
-    "import multiprocessing\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Num cores: 4\n"
-     ]
-    }
-   ],
-   "source": [
-    "print('Num cores: ' + str(multiprocessing.cpu_count()))\n",
-    "\n",
-    "cores = 4\n",
-    "iters = 1\n",
-    "output = 'cellinesout'\n",
-    "\n",
-    "if cores > multiprocessing.cpu_count():\n",
-    "    cores = multiprocessing.cpu_count()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "X = pd.read_excel('app/data/TIL10_signature.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Read xlsx files\n",
-    "Y = pd.read_excel('data/Celllines.xlsx', sheet_name = 0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Unnamed: 0</th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>906826</th>\n",
-       "      <th>687983</th>\n",
-       "      <th>910927</th>\n",
-       "      <th>1240138</th>\n",
-       "      <th>1240139</th>\n",
-       "      <th>906792</th>\n",
-       "      <th>910688</th>\n",
-       "      <th>1240135</th>\n",
-       "      <th>...</th>\n",
-       "      <th>753584</th>\n",
-       "      <th>907044</th>\n",
-       "      <th>998184</th>\n",
-       "      <th>908145</th>\n",
-       "      <th>1659787</th>\n",
-       "      <th>1298157</th>\n",
-       "      <th>1480372</th>\n",
-       "      <th>1298533</th>\n",
-       "      <th>930299</th>\n",
-       "      <th>905954.1</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>TSPAN6</td>\n",
-       "      <td>198.366304</td>\n",
-       "      <td>187.230436</td>\n",
-       "      <td>419.444908</td>\n",
-       "      <td>222.419924</td>\n",
-       "      <td>212.198047</td>\n",
-       "      <td>134.786621</td>\n",
-       "      <td>9.748621</td>\n",
-       "      <td>124.638529</td>\n",
-       "      <td>...</td>\n",
-       "      <td>137.724074</td>\n",
-       "      <td>9.425070</td>\n",
-       "      <td>8.218597</td>\n",
-       "      <td>331.582284</td>\n",
-       "      <td>122.121882</td>\n",
-       "      <td>347.682936</td>\n",
-       "      <td>343.203766</td>\n",
-       "      <td>272.338050</td>\n",
-       "      <td>8.647798</td>\n",
-       "      <td>142.333051</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>1</td>\n",
-       "      <td>TNMD</td>\n",
-       "      <td>7.806009</td>\n",
-       "      <td>6.857659</td>\n",
-       "      <td>6.248491</td>\n",
-       "      <td>7.051465</td>\n",
-       "      <td>7.769056</td>\n",
-       "      <td>7.411045</td>\n",
-       "      <td>7.101891</td>\n",
-       "      <td>7.334766</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.958841</td>\n",
-       "      <td>6.704533</td>\n",
-       "      <td>7.870230</td>\n",
-       "      <td>7.222767</td>\n",
-       "      <td>6.158717</td>\n",
-       "      <td>6.230190</td>\n",
-       "      <td>7.360939</td>\n",
-       "      <td>5.740469</td>\n",
-       "      <td>7.313022</td>\n",
-       "      <td>7.131893</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2</td>\n",
-       "      <td>DPM1</td>\n",
-       "      <td>1332.160907</td>\n",
-       "      <td>3583.966033</td>\n",
-       "      <td>942.750905</td>\n",
-       "      <td>944.541755</td>\n",
-       "      <td>1368.936470</td>\n",
-       "      <td>875.514199</td>\n",
-       "      <td>1229.950967</td>\n",
-       "      <td>1181.113002</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1434.652440</td>\n",
-       "      <td>1392.007683</td>\n",
-       "      <td>1271.188200</td>\n",
-       "      <td>1403.516091</td>\n",
-       "      <td>1368.590676</td>\n",
-       "      <td>2824.425590</td>\n",
-       "      <td>1507.327754</td>\n",
-       "      <td>1773.950376</td>\n",
-       "      <td>938.297720</td>\n",
-       "      <td>1768.387206</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>3</td>\n",
-       "      <td>SCYL3</td>\n",
-       "      <td>12.250715</td>\n",
-       "      <td>16.759262</td>\n",
-       "      <td>15.521864</td>\n",
-       "      <td>16.722300</td>\n",
-       "      <td>20.273176</td>\n",
-       "      <td>19.305001</td>\n",
-       "      <td>62.603333</td>\n",
-       "      <td>13.132165</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.967555</td>\n",
-       "      <td>24.658494</td>\n",
-       "      <td>20.372112</td>\n",
-       "      <td>14.501411</td>\n",
-       "      <td>15.428870</td>\n",
-       "      <td>21.493812</td>\n",
-       "      <td>11.715849</td>\n",
-       "      <td>21.755929</td>\n",
-       "      <td>19.250548</td>\n",
-       "      <td>17.154241</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>4</td>\n",
-       "      <td>C1orf112</td>\n",
-       "      <td>10.415653</td>\n",
-       "      <td>13.291985</td>\n",
-       "      <td>9.425833</td>\n",
-       "      <td>11.781195</td>\n",
-       "      <td>14.324103</td>\n",
-       "      <td>14.074927</td>\n",
-       "      <td>8.066077</td>\n",
-       "      <td>9.636096</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.240021</td>\n",
-       "      <td>15.430837</td>\n",
-       "      <td>13.992517</td>\n",
-       "      <td>9.170420</td>\n",
-       "      <td>14.072733</td>\n",
-       "      <td>20.889876</td>\n",
-       "      <td>18.990272</td>\n",
-       "      <td>8.405648</td>\n",
-       "      <td>9.383959</td>\n",
-       "      <td>10.821246</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>5</td>\n",
-       "      <td>FGR</td>\n",
-       "      <td>10.019176</td>\n",
-       "      <td>8.891362</td>\n",
-       "      <td>9.456105</td>\n",
-       "      <td>8.581599</td>\n",
-       "      <td>8.009998</td>\n",
-       "      <td>9.841751</td>\n",
-       "      <td>757.608074</td>\n",
-       "      <td>8.204029</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.482722</td>\n",
-       "      <td>501.236254</td>\n",
-       "      <td>11.814998</td>\n",
-       "      <td>8.562801</td>\n",
-       "      <td>9.005251</td>\n",
-       "      <td>9.379503</td>\n",
-       "      <td>9.040080</td>\n",
-       "      <td>9.436850</td>\n",
-       "      <td>8.155326</td>\n",
-       "      <td>10.058051</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>6</td>\n",
-       "      <td>CFH</td>\n",
-       "      <td>11.846182</td>\n",
-       "      <td>227.098203</td>\n",
-       "      <td>7.626566</td>\n",
-       "      <td>148.231321</td>\n",
-       "      <td>10.377753</td>\n",
-       "      <td>20.200499</td>\n",
-       "      <td>9.249885</td>\n",
-       "      <td>55.437251</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.858109</td>\n",
-       "      <td>9.998153</td>\n",
-       "      <td>10.642322</td>\n",
-       "      <td>178.923587</td>\n",
-       "      <td>9.937787</td>\n",
-       "      <td>11.886100</td>\n",
-       "      <td>9.999188</td>\n",
-       "      <td>37.000490</td>\n",
-       "      <td>10.608497</td>\n",
-       "      <td>8.358730</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>7</td>\n",
-       "      <td>FUCA2</td>\n",
-       "      <td>294.991675</td>\n",
-       "      <td>98.153787</td>\n",
-       "      <td>292.287878</td>\n",
-       "      <td>396.353350</td>\n",
-       "      <td>314.507318</td>\n",
-       "      <td>457.830962</td>\n",
-       "      <td>116.115280</td>\n",
-       "      <td>389.926582</td>\n",
-       "      <td>...</td>\n",
-       "      <td>495.852243</td>\n",
-       "      <td>56.464120</td>\n",
-       "      <td>10.762820</td>\n",
-       "      <td>568.092411</td>\n",
-       "      <td>679.368481</td>\n",
-       "      <td>292.643454</td>\n",
-       "      <td>478.278023</td>\n",
-       "      <td>269.359391</td>\n",
-       "      <td>54.214615</td>\n",
-       "      <td>292.332128</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>8</td>\n",
-       "      <td>GCLC</td>\n",
-       "      <td>37.664084</td>\n",
-       "      <td>56.074141</td>\n",
-       "      <td>43.017177</td>\n",
-       "      <td>49.102140</td>\n",
-       "      <td>50.893791</td>\n",
-       "      <td>50.457188</td>\n",
-       "      <td>49.282351</td>\n",
-       "      <td>32.947227</td>\n",
-       "      <td>...</td>\n",
-       "      <td>39.223326</td>\n",
-       "      <td>107.387385</td>\n",
-       "      <td>102.815035</td>\n",
-       "      <td>66.487351</td>\n",
-       "      <td>54.204316</td>\n",
-       "      <td>50.970848</td>\n",
-       "      <td>25.720578</td>\n",
-       "      <td>49.998449</td>\n",
-       "      <td>57.053996</td>\n",
-       "      <td>40.219805</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>9</td>\n",
-       "      <td>NFYA</td>\n",
-       "      <td>41.327754</td>\n",
-       "      <td>148.020501</td>\n",
-       "      <td>34.793523</td>\n",
-       "      <td>31.921008</td>\n",
-       "      <td>18.128721</td>\n",
-       "      <td>44.624559</td>\n",
-       "      <td>34.608521</td>\n",
-       "      <td>23.224277</td>\n",
-       "      <td>...</td>\n",
-       "      <td>44.373379</td>\n",
-       "      <td>43.854894</td>\n",
-       "      <td>92.009667</td>\n",
-       "      <td>37.109102</td>\n",
-       "      <td>23.123497</td>\n",
-       "      <td>30.781583</td>\n",
-       "      <td>18.582951</td>\n",
-       "      <td>32.921355</td>\n",
-       "      <td>46.874205</td>\n",
-       "      <td>58.789515</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>10</td>\n",
-       "      <td>STPG1</td>\n",
-       "      <td>12.100483</td>\n",
-       "      <td>13.487475</td>\n",
-       "      <td>15.412876</td>\n",
-       "      <td>10.401616</td>\n",
-       "      <td>9.212530</td>\n",
-       "      <td>13.511552</td>\n",
-       "      <td>9.450136</td>\n",
-       "      <td>12.982718</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.769953</td>\n",
-       "      <td>8.533200</td>\n",
-       "      <td>7.753405</td>\n",
-       "      <td>9.193368</td>\n",
-       "      <td>12.729168</td>\n",
-       "      <td>13.646016</td>\n",
-       "      <td>10.794293</td>\n",
-       "      <td>10.161061</td>\n",
-       "      <td>9.666504</td>\n",
-       "      <td>18.576844</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>11</td>\n",
-       "      <td>NIPAL3</td>\n",
-       "      <td>199.709105</td>\n",
-       "      <td>52.542169</td>\n",
-       "      <td>48.544462</td>\n",
-       "      <td>107.843154</td>\n",
-       "      <td>72.940830</td>\n",
-       "      <td>161.162776</td>\n",
-       "      <td>41.623287</td>\n",
-       "      <td>208.435220</td>\n",
-       "      <td>...</td>\n",
-       "      <td>62.871445</td>\n",
-       "      <td>30.530473</td>\n",
-       "      <td>180.607055</td>\n",
-       "      <td>161.025137</td>\n",
-       "      <td>20.379934</td>\n",
-       "      <td>164.305597</td>\n",
-       "      <td>23.525004</td>\n",
-       "      <td>101.762605</td>\n",
-       "      <td>129.152896</td>\n",
-       "      <td>289.966964</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>12</td>\n",
-       "      <td>LAS1L</td>\n",
-       "      <td>23.410199</td>\n",
-       "      <td>19.789000</td>\n",
-       "      <td>14.243092</td>\n",
-       "      <td>11.412534</td>\n",
-       "      <td>19.344484</td>\n",
-       "      <td>14.133484</td>\n",
-       "      <td>13.264310</td>\n",
-       "      <td>13.341279</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.748118</td>\n",
-       "      <td>19.450942</td>\n",
-       "      <td>15.258238</td>\n",
-       "      <td>14.962805</td>\n",
-       "      <td>17.782836</td>\n",
-       "      <td>20.511066</td>\n",
-       "      <td>20.553855</td>\n",
-       "      <td>12.103615</td>\n",
-       "      <td>12.380348</td>\n",
-       "      <td>12.485844</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>13</td>\n",
-       "      <td>ENPP4</td>\n",
-       "      <td>22.444048</td>\n",
-       "      <td>65.370341</td>\n",
-       "      <td>23.402071</td>\n",
-       "      <td>39.667794</td>\n",
-       "      <td>49.359549</td>\n",
-       "      <td>9.305535</td>\n",
-       "      <td>50.871441</td>\n",
-       "      <td>46.112750</td>\n",
-       "      <td>...</td>\n",
-       "      <td>49.380523</td>\n",
-       "      <td>10.157738</td>\n",
-       "      <td>57.173169</td>\n",
-       "      <td>10.622276</td>\n",
-       "      <td>19.506340</td>\n",
-       "      <td>13.240375</td>\n",
-       "      <td>28.126254</td>\n",
-       "      <td>58.061114</td>\n",
-       "      <td>79.953236</td>\n",
-       "      <td>13.664758</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>14</td>\n",
-       "      <td>SEMA3F</td>\n",
-       "      <td>17.367385</td>\n",
-       "      <td>15.470827</td>\n",
-       "      <td>21.706934</td>\n",
-       "      <td>18.510503</td>\n",
-       "      <td>12.339563</td>\n",
-       "      <td>14.864112</td>\n",
-       "      <td>11.828870</td>\n",
-       "      <td>24.184800</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14.865906</td>\n",
-       "      <td>14.186357</td>\n",
-       "      <td>15.190364</td>\n",
-       "      <td>13.958933</td>\n",
-       "      <td>16.464496</td>\n",
-       "      <td>28.686227</td>\n",
-       "      <td>27.690108</td>\n",
-       "      <td>19.511061</td>\n",
-       "      <td>53.988517</td>\n",
-       "      <td>14.211730</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>15</td>\n",
-       "      <td>CFTR</td>\n",
-       "      <td>8.139666</td>\n",
-       "      <td>8.717672</td>\n",
-       "      <td>7.447380</td>\n",
-       "      <td>7.727989</td>\n",
-       "      <td>8.705220</td>\n",
-       "      <td>7.760426</td>\n",
-       "      <td>7.741932</td>\n",
-       "      <td>7.905416</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.016093</td>\n",
-       "      <td>7.905398</td>\n",
-       "      <td>8.631419</td>\n",
-       "      <td>7.427229</td>\n",
-       "      <td>8.438193</td>\n",
-       "      <td>8.730948</td>\n",
-       "      <td>8.538814</td>\n",
-       "      <td>10.358294</td>\n",
-       "      <td>8.260312</td>\n",
-       "      <td>7.860545</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>16</td>\n",
-       "      <td>ANKIB1</td>\n",
-       "      <td>314.397001</td>\n",
-       "      <td>318.160059</td>\n",
-       "      <td>245.335320</td>\n",
-       "      <td>150.263867</td>\n",
-       "      <td>435.055759</td>\n",
-       "      <td>351.378389</td>\n",
-       "      <td>356.752280</td>\n",
-       "      <td>274.415311</td>\n",
-       "      <td>...</td>\n",
-       "      <td>409.293227</td>\n",
-       "      <td>279.471054</td>\n",
-       "      <td>371.936879</td>\n",
-       "      <td>530.331881</td>\n",
-       "      <td>288.815870</td>\n",
-       "      <td>310.839097</td>\n",
-       "      <td>400.312507</td>\n",
-       "      <td>227.691467</td>\n",
-       "      <td>272.129195</td>\n",
-       "      <td>360.211037</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>17</td>\n",
-       "      <td>KRIT1</td>\n",
-       "      <td>12.523924</td>\n",
-       "      <td>14.508697</td>\n",
-       "      <td>14.041396</td>\n",
-       "      <td>13.670096</td>\n",
-       "      <td>13.250575</td>\n",
-       "      <td>13.709150</td>\n",
-       "      <td>16.625827</td>\n",
-       "      <td>19.674845</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.126675</td>\n",
-       "      <td>14.857988</td>\n",
-       "      <td>13.477357</td>\n",
-       "      <td>13.807125</td>\n",
-       "      <td>8.551293</td>\n",
-       "      <td>10.052496</td>\n",
-       "      <td>16.517203</td>\n",
-       "      <td>9.556864</td>\n",
-       "      <td>15.300796</td>\n",
-       "      <td>19.860686</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>18</td>\n",
-       "      <td>RAD52</td>\n",
-       "      <td>13.741490</td>\n",
-       "      <td>15.155593</td>\n",
-       "      <td>12.107794</td>\n",
-       "      <td>9.318926</td>\n",
-       "      <td>15.715163</td>\n",
-       "      <td>10.933350</td>\n",
-       "      <td>11.117271</td>\n",
-       "      <td>10.616969</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.644064</td>\n",
-       "      <td>11.744310</td>\n",
-       "      <td>12.746194</td>\n",
-       "      <td>10.363093</td>\n",
-       "      <td>11.325561</td>\n",
-       "      <td>16.233234</td>\n",
-       "      <td>12.168294</td>\n",
-       "      <td>23.269737</td>\n",
-       "      <td>10.039674</td>\n",
-       "      <td>9.726711</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>19</td>\n",
-       "      <td>BAD</td>\n",
-       "      <td>175.875331</td>\n",
-       "      <td>178.443892</td>\n",
-       "      <td>171.215802</td>\n",
-       "      <td>212.473257</td>\n",
-       "      <td>127.909635</td>\n",
-       "      <td>93.715103</td>\n",
-       "      <td>81.801911</td>\n",
-       "      <td>245.714367</td>\n",
-       "      <td>...</td>\n",
-       "      <td>141.824397</td>\n",
-       "      <td>89.166267</td>\n",
-       "      <td>121.056505</td>\n",
-       "      <td>111.515122</td>\n",
-       "      <td>142.332582</td>\n",
-       "      <td>150.588094</td>\n",
-       "      <td>184.216271</td>\n",
-       "      <td>67.012394</td>\n",
-       "      <td>291.220484</td>\n",
-       "      <td>31.282159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>20</td>\n",
-       "      <td>LAP3</td>\n",
-       "      <td>87.664826</td>\n",
-       "      <td>107.100849</td>\n",
-       "      <td>50.411838</td>\n",
-       "      <td>38.302505</td>\n",
-       "      <td>24.443765</td>\n",
-       "      <td>122.003387</td>\n",
-       "      <td>377.597853</td>\n",
-       "      <td>225.333075</td>\n",
-       "      <td>...</td>\n",
-       "      <td>41.753055</td>\n",
-       "      <td>385.654251</td>\n",
-       "      <td>73.928492</td>\n",
-       "      <td>105.064416</td>\n",
-       "      <td>92.463108</td>\n",
-       "      <td>54.189180</td>\n",
-       "      <td>224.430733</td>\n",
-       "      <td>145.218095</td>\n",
-       "      <td>50.689989</td>\n",
-       "      <td>93.018835</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>21</td>\n",
-       "      <td>CD99</td>\n",
-       "      <td>704.510655</td>\n",
-       "      <td>711.443915</td>\n",
-       "      <td>1032.072449</td>\n",
-       "      <td>288.643892</td>\n",
-       "      <td>575.662078</td>\n",
-       "      <td>766.350616</td>\n",
-       "      <td>311.620011</td>\n",
-       "      <td>445.529834</td>\n",
-       "      <td>...</td>\n",
-       "      <td>546.845243</td>\n",
-       "      <td>672.644651</td>\n",
-       "      <td>578.213557</td>\n",
-       "      <td>772.263875</td>\n",
-       "      <td>764.018034</td>\n",
-       "      <td>258.159242</td>\n",
-       "      <td>277.011261</td>\n",
-       "      <td>123.520012</td>\n",
-       "      <td>329.189808</td>\n",
-       "      <td>782.075373</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>22</td>\n",
-       "      <td>HS3ST1</td>\n",
-       "      <td>11.451346</td>\n",
-       "      <td>8.249443</td>\n",
-       "      <td>15.183095</td>\n",
-       "      <td>7.765533</td>\n",
-       "      <td>16.348083</td>\n",
-       "      <td>13.298890</td>\n",
-       "      <td>7.228490</td>\n",
-       "      <td>9.272967</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.215498</td>\n",
-       "      <td>7.735452</td>\n",
-       "      <td>7.969449</td>\n",
-       "      <td>8.836350</td>\n",
-       "      <td>8.498599</td>\n",
-       "      <td>9.270082</td>\n",
-       "      <td>14.850851</td>\n",
-       "      <td>134.684202</td>\n",
-       "      <td>33.434086</td>\n",
-       "      <td>10.056280</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>23</td>\n",
-       "      <td>WNT16</td>\n",
-       "      <td>13.370965</td>\n",
-       "      <td>6.632041</td>\n",
-       "      <td>6.494245</td>\n",
-       "      <td>6.644636</td>\n",
-       "      <td>7.169880</td>\n",
-       "      <td>6.798498</td>\n",
-       "      <td>7.078479</td>\n",
-       "      <td>7.306324</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.809447</td>\n",
-       "      <td>7.605270</td>\n",
-       "      <td>7.255385</td>\n",
-       "      <td>7.651848</td>\n",
-       "      <td>7.164129</td>\n",
-       "      <td>7.412694</td>\n",
-       "      <td>6.795149</td>\n",
-       "      <td>7.029483</td>\n",
-       "      <td>6.468781</td>\n",
-       "      <td>7.053665</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>24</td>\n",
-       "      <td>HECW1</td>\n",
-       "      <td>6.326435</td>\n",
-       "      <td>6.907970</td>\n",
-       "      <td>7.478924</td>\n",
-       "      <td>8.004987</td>\n",
-       "      <td>6.982688</td>\n",
-       "      <td>6.653928</td>\n",
-       "      <td>6.611827</td>\n",
-       "      <td>8.094666</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.488482</td>\n",
-       "      <td>7.247351</td>\n",
-       "      <td>8.340986</td>\n",
-       "      <td>8.960827</td>\n",
-       "      <td>7.504306</td>\n",
-       "      <td>7.672314</td>\n",
-       "      <td>6.896998</td>\n",
-       "      <td>7.516635</td>\n",
-       "      <td>12.314463</td>\n",
-       "      <td>6.596377</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>25</td>\n",
-       "      <td>MAD1L1</td>\n",
-       "      <td>36.769342</td>\n",
-       "      <td>70.514106</td>\n",
-       "      <td>42.045233</td>\n",
-       "      <td>43.627736</td>\n",
-       "      <td>41.739723</td>\n",
-       "      <td>478.017475</td>\n",
-       "      <td>600.808645</td>\n",
-       "      <td>45.022243</td>\n",
-       "      <td>...</td>\n",
-       "      <td>30.102279</td>\n",
-       "      <td>39.424993</td>\n",
-       "      <td>103.855878</td>\n",
-       "      <td>249.972604</td>\n",
-       "      <td>445.315850</td>\n",
-       "      <td>25.535976</td>\n",
-       "      <td>20.228811</td>\n",
-       "      <td>102.788717</td>\n",
-       "      <td>55.510534</td>\n",
-       "      <td>998.934433</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>26</td>\n",
-       "      <td>LASP1</td>\n",
-       "      <td>30.519966</td>\n",
-       "      <td>23.033258</td>\n",
-       "      <td>17.697576</td>\n",
-       "      <td>31.379191</td>\n",
-       "      <td>42.310730</td>\n",
-       "      <td>16.879708</td>\n",
-       "      <td>18.331028</td>\n",
-       "      <td>31.178090</td>\n",
-       "      <td>...</td>\n",
-       "      <td>33.353241</td>\n",
-       "      <td>19.157712</td>\n",
-       "      <td>22.617557</td>\n",
-       "      <td>24.404417</td>\n",
-       "      <td>39.386452</td>\n",
-       "      <td>27.999237</td>\n",
-       "      <td>26.707577</td>\n",
-       "      <td>29.217068</td>\n",
-       "      <td>17.037871</td>\n",
-       "      <td>15.625781</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>27</td>\n",
-       "      <td>SNX11</td>\n",
-       "      <td>27.236262</td>\n",
-       "      <td>37.957173</td>\n",
-       "      <td>25.033698</td>\n",
-       "      <td>23.569287</td>\n",
-       "      <td>43.916527</td>\n",
-       "      <td>34.285869</td>\n",
-       "      <td>190.592561</td>\n",
-       "      <td>29.441608</td>\n",
-       "      <td>...</td>\n",
-       "      <td>27.003669</td>\n",
-       "      <td>108.518617</td>\n",
-       "      <td>32.767519</td>\n",
-       "      <td>31.094841</td>\n",
-       "      <td>24.745048</td>\n",
-       "      <td>31.607661</td>\n",
-       "      <td>32.837193</td>\n",
-       "      <td>24.453570</td>\n",
-       "      <td>27.863106</td>\n",
-       "      <td>31.280838</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>28</td>\n",
-       "      <td>TMEM176A</td>\n",
-       "      <td>7.867042</td>\n",
-       "      <td>8.196591</td>\n",
-       "      <td>7.191336</td>\n",
-       "      <td>7.810409</td>\n",
-       "      <td>7.805871</td>\n",
-       "      <td>6.897072</td>\n",
-       "      <td>9.416430</td>\n",
-       "      <td>10.632377</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.461031</td>\n",
-       "      <td>10.301590</td>\n",
-       "      <td>8.362396</td>\n",
-       "      <td>7.202452</td>\n",
-       "      <td>9.997247</td>\n",
-       "      <td>7.994822</td>\n",
-       "      <td>7.575325</td>\n",
-       "      <td>6.773557</td>\n",
-       "      <td>228.170810</td>\n",
-       "      <td>9.622860</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>29</td>\n",
-       "      <td>M6PR</td>\n",
-       "      <td>886.523130</td>\n",
-       "      <td>460.014870</td>\n",
-       "      <td>467.439551</td>\n",
-       "      <td>503.109732</td>\n",
-       "      <td>1448.610516</td>\n",
-       "      <td>1026.459567</td>\n",
-       "      <td>1088.081128</td>\n",
-       "      <td>671.818194</td>\n",
-       "      <td>...</td>\n",
-       "      <td>606.456572</td>\n",
-       "      <td>804.614825</td>\n",
-       "      <td>656.487439</td>\n",
-       "      <td>741.845063</td>\n",
-       "      <td>852.508968</td>\n",
-       "      <td>820.472343</td>\n",
-       "      <td>921.765591</td>\n",
-       "      <td>1308.797270</td>\n",
-       "      <td>458.093717</td>\n",
-       "      <td>532.892307</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16502</th>\n",
-       "      <td>16502</td>\n",
-       "      <td>LSM14A</td>\n",
-       "      <td>498.676746</td>\n",
-       "      <td>625.245234</td>\n",
-       "      <td>619.276429</td>\n",
-       "      <td>484.026466</td>\n",
-       "      <td>413.684892</td>\n",
-       "      <td>282.427285</td>\n",
-       "      <td>463.140035</td>\n",
-       "      <td>450.007894</td>\n",
-       "      <td>...</td>\n",
-       "      <td>347.100844</td>\n",
-       "      <td>548.074139</td>\n",
-       "      <td>408.898090</td>\n",
-       "      <td>250.777086</td>\n",
-       "      <td>351.739082</td>\n",
-       "      <td>597.111729</td>\n",
-       "      <td>509.503080</td>\n",
-       "      <td>458.319152</td>\n",
-       "      <td>456.391073</td>\n",
-       "      <td>421.924586</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16503</th>\n",
-       "      <td>16503</td>\n",
-       "      <td>TAS2R38</td>\n",
-       "      <td>7.774775</td>\n",
-       "      <td>6.631353</td>\n",
-       "      <td>7.566772</td>\n",
-       "      <td>7.403147</td>\n",
-       "      <td>8.507221</td>\n",
-       "      <td>7.672033</td>\n",
-       "      <td>8.816628</td>\n",
-       "      <td>6.835237</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.830826</td>\n",
-       "      <td>8.667409</td>\n",
-       "      <td>7.438907</td>\n",
-       "      <td>8.338412</td>\n",
-       "      <td>7.171872</td>\n",
-       "      <td>8.116205</td>\n",
-       "      <td>6.876367</td>\n",
-       "      <td>8.997441</td>\n",
-       "      <td>6.528039</td>\n",
-       "      <td>6.473989</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16504</th>\n",
-       "      <td>16504</td>\n",
-       "      <td>MGAM</td>\n",
-       "      <td>176.076383</td>\n",
-       "      <td>7.925164</td>\n",
-       "      <td>6.915634</td>\n",
-       "      <td>7.548701</td>\n",
-       "      <td>7.220839</td>\n",
-       "      <td>6.672680</td>\n",
-       "      <td>6.505025</td>\n",
-       "      <td>7.540699</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.237040</td>\n",
-       "      <td>7.944003</td>\n",
-       "      <td>6.923920</td>\n",
-       "      <td>6.449237</td>\n",
-       "      <td>6.819381</td>\n",
-       "      <td>390.933360</td>\n",
-       "      <td>7.801551</td>\n",
-       "      <td>7.853325</td>\n",
-       "      <td>6.937242</td>\n",
-       "      <td>23.432551</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16505</th>\n",
-       "      <td>16505</td>\n",
-       "      <td>CUX1</td>\n",
-       "      <td>22.301155</td>\n",
-       "      <td>19.191169</td>\n",
-       "      <td>17.932826</td>\n",
-       "      <td>36.808710</td>\n",
-       "      <td>15.236506</td>\n",
-       "      <td>15.783827</td>\n",
-       "      <td>15.134604</td>\n",
-       "      <td>8.720850</td>\n",
-       "      <td>...</td>\n",
-       "      <td>17.307012</td>\n",
-       "      <td>13.962950</td>\n",
-       "      <td>16.526541</td>\n",
-       "      <td>16.116269</td>\n",
-       "      <td>12.090952</td>\n",
-       "      <td>16.684799</td>\n",
-       "      <td>15.894835</td>\n",
-       "      <td>14.774473</td>\n",
-       "      <td>13.618690</td>\n",
-       "      <td>18.040721</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16506</th>\n",
-       "      <td>16506</td>\n",
-       "      <td>PRSS58</td>\n",
-       "      <td>8.247703</td>\n",
-       "      <td>6.547028</td>\n",
-       "      <td>7.216837</td>\n",
-       "      <td>7.115535</td>\n",
-       "      <td>7.185944</td>\n",
-       "      <td>7.717751</td>\n",
-       "      <td>7.592567</td>\n",
-       "      <td>8.223308</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.717785</td>\n",
-       "      <td>6.912948</td>\n",
-       "      <td>6.822620</td>\n",
-       "      <td>7.090247</td>\n",
-       "      <td>7.122424</td>\n",
-       "      <td>8.146904</td>\n",
-       "      <td>7.348318</td>\n",
-       "      <td>7.504302</td>\n",
-       "      <td>7.925831</td>\n",
-       "      <td>7.324237</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16507</th>\n",
-       "      <td>16507</td>\n",
-       "      <td>CLEC5A</td>\n",
-       "      <td>6.798497</td>\n",
-       "      <td>6.951264</td>\n",
-       "      <td>7.352516</td>\n",
-       "      <td>6.730369</td>\n",
-       "      <td>6.732617</td>\n",
-       "      <td>7.551458</td>\n",
-       "      <td>6.593930</td>\n",
-       "      <td>7.210281</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.775167</td>\n",
-       "      <td>7.961492</td>\n",
-       "      <td>7.190536</td>\n",
-       "      <td>7.712892</td>\n",
-       "      <td>7.993728</td>\n",
-       "      <td>8.480547</td>\n",
-       "      <td>7.253346</td>\n",
-       "      <td>8.396600</td>\n",
-       "      <td>7.538355</td>\n",
-       "      <td>7.179515</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16508</th>\n",
-       "      <td>16508</td>\n",
-       "      <td>ZNF578</td>\n",
-       "      <td>7.213249</td>\n",
-       "      <td>6.228694</td>\n",
-       "      <td>6.099578</td>\n",
-       "      <td>6.360460</td>\n",
-       "      <td>6.546719</td>\n",
-       "      <td>5.956546</td>\n",
-       "      <td>7.530377</td>\n",
-       "      <td>6.677454</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.306871</td>\n",
-       "      <td>7.302946</td>\n",
-       "      <td>7.127575</td>\n",
-       "      <td>7.181811</td>\n",
-       "      <td>7.102099</td>\n",
-       "      <td>7.153257</td>\n",
-       "      <td>6.545843</td>\n",
-       "      <td>6.480442</td>\n",
-       "      <td>6.525912</td>\n",
-       "      <td>7.113788</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16509</th>\n",
-       "      <td>16509</td>\n",
-       "      <td>DIO3OS</td>\n",
-       "      <td>9.919692</td>\n",
-       "      <td>9.878400</td>\n",
-       "      <td>9.927706</td>\n",
-       "      <td>10.721129</td>\n",
-       "      <td>9.212226</td>\n",
-       "      <td>9.945092</td>\n",
-       "      <td>10.699149</td>\n",
-       "      <td>10.547763</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.558238</td>\n",
-       "      <td>13.078277</td>\n",
-       "      <td>11.308120</td>\n",
-       "      <td>9.745887</td>\n",
-       "      <td>11.490090</td>\n",
-       "      <td>8.779135</td>\n",
-       "      <td>13.115721</td>\n",
-       "      <td>12.874544</td>\n",
-       "      <td>11.778104</td>\n",
-       "      <td>11.930972</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16510</th>\n",
-       "      <td>16510</td>\n",
-       "      <td>UBE2CP1</td>\n",
-       "      <td>1966.189933</td>\n",
-       "      <td>574.287016</td>\n",
-       "      <td>828.557486</td>\n",
-       "      <td>872.426471</td>\n",
-       "      <td>1506.812591</td>\n",
-       "      <td>1003.587448</td>\n",
-       "      <td>76.467573</td>\n",
-       "      <td>1031.707788</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3035.283597</td>\n",
-       "      <td>1653.424273</td>\n",
-       "      <td>1437.430260</td>\n",
-       "      <td>410.946460</td>\n",
-       "      <td>2235.929589</td>\n",
-       "      <td>3242.850807</td>\n",
-       "      <td>2586.815640</td>\n",
-       "      <td>1606.409297</td>\n",
-       "      <td>1406.446239</td>\n",
-       "      <td>468.894261</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16511</th>\n",
-       "      <td>16511</td>\n",
-       "      <td>LINC00638</td>\n",
-       "      <td>9.283151</td>\n",
-       "      <td>10.144974</td>\n",
-       "      <td>9.937635</td>\n",
-       "      <td>10.049277</td>\n",
-       "      <td>9.268179</td>\n",
-       "      <td>9.678354</td>\n",
-       "      <td>11.164004</td>\n",
-       "      <td>10.706474</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.599743</td>\n",
-       "      <td>12.657954</td>\n",
-       "      <td>9.816047</td>\n",
-       "      <td>9.427868</td>\n",
-       "      <td>8.880588</td>\n",
-       "      <td>10.118208</td>\n",
-       "      <td>9.623070</td>\n",
-       "      <td>10.811812</td>\n",
-       "      <td>9.706325</td>\n",
-       "      <td>10.617207</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16512</th>\n",
-       "      <td>16512</td>\n",
-       "      <td>OR4C13</td>\n",
-       "      <td>6.295018</td>\n",
-       "      <td>7.172623</td>\n",
-       "      <td>6.998296</td>\n",
-       "      <td>6.495960</td>\n",
-       "      <td>7.257948</td>\n",
-       "      <td>7.294398</td>\n",
-       "      <td>8.707017</td>\n",
-       "      <td>7.269966</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.809922</td>\n",
-       "      <td>7.797862</td>\n",
-       "      <td>7.278747</td>\n",
-       "      <td>8.752696</td>\n",
-       "      <td>8.410599</td>\n",
-       "      <td>7.585133</td>\n",
-       "      <td>6.619775</td>\n",
-       "      <td>8.619617</td>\n",
-       "      <td>7.616567</td>\n",
-       "      <td>10.139662</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16513</th>\n",
-       "      <td>16513</td>\n",
-       "      <td>CEP95</td>\n",
-       "      <td>65.192893</td>\n",
-       "      <td>86.812459</td>\n",
-       "      <td>115.490247</td>\n",
-       "      <td>99.610882</td>\n",
-       "      <td>113.296828</td>\n",
-       "      <td>100.496485</td>\n",
-       "      <td>81.221928</td>\n",
-       "      <td>68.847414</td>\n",
-       "      <td>...</td>\n",
-       "      <td>72.769669</td>\n",
-       "      <td>105.077820</td>\n",
-       "      <td>164.413732</td>\n",
-       "      <td>99.673105</td>\n",
-       "      <td>80.247594</td>\n",
-       "      <td>117.559753</td>\n",
-       "      <td>117.535312</td>\n",
-       "      <td>164.396983</td>\n",
-       "      <td>91.141199</td>\n",
-       "      <td>69.678013</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16514</th>\n",
-       "      <td>16514</td>\n",
-       "      <td>SMIM6</td>\n",
-       "      <td>11.318637</td>\n",
-       "      <td>10.610565</td>\n",
-       "      <td>36.349867</td>\n",
-       "      <td>101.048415</td>\n",
-       "      <td>10.639092</td>\n",
-       "      <td>9.068598</td>\n",
-       "      <td>12.934769</td>\n",
-       "      <td>49.647407</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11.973951</td>\n",
-       "      <td>14.721558</td>\n",
-       "      <td>10.684283</td>\n",
-       "      <td>9.756347</td>\n",
-       "      <td>11.847813</td>\n",
-       "      <td>13.675665</td>\n",
-       "      <td>13.224205</td>\n",
-       "      <td>14.798249</td>\n",
-       "      <td>10.666952</td>\n",
-       "      <td>10.977788</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16515</th>\n",
-       "      <td>16515</td>\n",
-       "      <td>SLC35G6</td>\n",
-       "      <td>7.726856</td>\n",
-       "      <td>8.448538</td>\n",
-       "      <td>8.887240</td>\n",
-       "      <td>9.349014</td>\n",
-       "      <td>9.490445</td>\n",
-       "      <td>7.997824</td>\n",
-       "      <td>10.962362</td>\n",
-       "      <td>8.182442</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.091376</td>\n",
-       "      <td>8.457683</td>\n",
-       "      <td>10.505123</td>\n",
-       "      <td>10.119239</td>\n",
-       "      <td>8.410809</td>\n",
-       "      <td>11.165742</td>\n",
-       "      <td>9.981467</td>\n",
-       "      <td>8.512844</td>\n",
-       "      <td>9.333792</td>\n",
-       "      <td>10.587617</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16516</th>\n",
-       "      <td>16516</td>\n",
-       "      <td>LINC00596</td>\n",
-       "      <td>7.809505</td>\n",
-       "      <td>8.630758</td>\n",
-       "      <td>6.801066</td>\n",
-       "      <td>8.010906</td>\n",
-       "      <td>7.777391</td>\n",
-       "      <td>7.879179</td>\n",
-       "      <td>9.797877</td>\n",
-       "      <td>7.074278</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.573847</td>\n",
-       "      <td>8.396091</td>\n",
-       "      <td>7.453578</td>\n",
-       "      <td>6.537448</td>\n",
-       "      <td>8.197066</td>\n",
-       "      <td>9.414129</td>\n",
-       "      <td>7.621703</td>\n",
-       "      <td>7.665159</td>\n",
-       "      <td>9.270236</td>\n",
-       "      <td>8.766267</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16517</th>\n",
-       "      <td>16517</td>\n",
-       "      <td>OR4N3P</td>\n",
-       "      <td>8.398341</td>\n",
-       "      <td>10.212515</td>\n",
-       "      <td>7.651499</td>\n",
-       "      <td>7.867230</td>\n",
-       "      <td>8.290037</td>\n",
-       "      <td>7.907430</td>\n",
-       "      <td>8.877189</td>\n",
-       "      <td>8.889846</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.576611</td>\n",
-       "      <td>7.245538</td>\n",
-       "      <td>11.633749</td>\n",
-       "      <td>8.715163</td>\n",
-       "      <td>10.569451</td>\n",
-       "      <td>10.839775</td>\n",
-       "      <td>10.369435</td>\n",
-       "      <td>10.101881</td>\n",
-       "      <td>10.503166</td>\n",
-       "      <td>10.237380</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16518</th>\n",
-       "      <td>16518</td>\n",
-       "      <td>MRPL46</td>\n",
-       "      <td>215.887056</td>\n",
-       "      <td>561.471251</td>\n",
-       "      <td>299.088807</td>\n",
-       "      <td>398.510823</td>\n",
-       "      <td>360.056730</td>\n",
-       "      <td>324.682134</td>\n",
-       "      <td>408.415296</td>\n",
-       "      <td>266.833617</td>\n",
-       "      <td>...</td>\n",
-       "      <td>213.466159</td>\n",
-       "      <td>454.669966</td>\n",
-       "      <td>443.950119</td>\n",
-       "      <td>227.761727</td>\n",
-       "      <td>250.507507</td>\n",
-       "      <td>192.893148</td>\n",
-       "      <td>445.272747</td>\n",
-       "      <td>356.358731</td>\n",
-       "      <td>420.008697</td>\n",
-       "      <td>581.834281</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16519</th>\n",
-       "      <td>16519</td>\n",
-       "      <td>SH3RF3-AS1</td>\n",
-       "      <td>10.856743</td>\n",
-       "      <td>9.727908</td>\n",
-       "      <td>8.812674</td>\n",
-       "      <td>10.802606</td>\n",
-       "      <td>10.192684</td>\n",
-       "      <td>12.513324</td>\n",
-       "      <td>12.148152</td>\n",
-       "      <td>8.972277</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.971925</td>\n",
-       "      <td>9.394770</td>\n",
-       "      <td>9.873501</td>\n",
-       "      <td>9.265729</td>\n",
-       "      <td>12.636512</td>\n",
-       "      <td>10.087334</td>\n",
-       "      <td>9.684712</td>\n",
-       "      <td>13.030473</td>\n",
-       "      <td>9.439231</td>\n",
-       "      <td>9.665671</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16520</th>\n",
-       "      <td>16520</td>\n",
-       "      <td>MOCS1P1</td>\n",
-       "      <td>9.082629</td>\n",
-       "      <td>20.300480</td>\n",
-       "      <td>8.944053</td>\n",
-       "      <td>8.454191</td>\n",
-       "      <td>15.459555</td>\n",
-       "      <td>8.817231</td>\n",
-       "      <td>15.887081</td>\n",
-       "      <td>9.092411</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.732682</td>\n",
-       "      <td>16.380631</td>\n",
-       "      <td>16.597475</td>\n",
-       "      <td>8.950884</td>\n",
-       "      <td>9.338288</td>\n",
-       "      <td>11.514860</td>\n",
-       "      <td>11.391156</td>\n",
-       "      <td>10.250162</td>\n",
-       "      <td>9.472303</td>\n",
-       "      <td>9.672026</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16521</th>\n",
-       "      <td>16521</td>\n",
-       "      <td>HPR</td>\n",
-       "      <td>6.918507</td>\n",
-       "      <td>6.859290</td>\n",
-       "      <td>6.328432</td>\n",
-       "      <td>6.455767</td>\n",
-       "      <td>6.315993</td>\n",
-       "      <td>6.929715</td>\n",
-       "      <td>6.410461</td>\n",
-       "      <td>7.542764</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.965933</td>\n",
-       "      <td>6.557487</td>\n",
-       "      <td>6.343557</td>\n",
-       "      <td>7.756943</td>\n",
-       "      <td>7.467192</td>\n",
-       "      <td>7.822919</td>\n",
-       "      <td>7.450805</td>\n",
-       "      <td>6.323884</td>\n",
-       "      <td>5.544207</td>\n",
-       "      <td>7.083521</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16522</th>\n",
-       "      <td>16522</td>\n",
-       "      <td>MIA</td>\n",
-       "      <td>12.032707</td>\n",
-       "      <td>10.701539</td>\n",
-       "      <td>10.921862</td>\n",
-       "      <td>10.193828</td>\n",
-       "      <td>12.463192</td>\n",
-       "      <td>272.015510</td>\n",
-       "      <td>43.154510</td>\n",
-       "      <td>11.238805</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.152274</td>\n",
-       "      <td>17.263101</td>\n",
-       "      <td>14.022991</td>\n",
-       "      <td>17.139529</td>\n",
-       "      <td>27.446201</td>\n",
-       "      <td>12.622544</td>\n",
-       "      <td>13.134612</td>\n",
-       "      <td>19.407844</td>\n",
-       "      <td>14.459044</td>\n",
-       "      <td>1797.128295</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16523</th>\n",
-       "      <td>16523</td>\n",
-       "      <td>LINC00514</td>\n",
-       "      <td>12.691472</td>\n",
-       "      <td>8.300361</td>\n",
-       "      <td>9.361942</td>\n",
-       "      <td>8.638623</td>\n",
-       "      <td>9.749796</td>\n",
-       "      <td>9.418388</td>\n",
-       "      <td>8.599098</td>\n",
-       "      <td>9.370882</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.888951</td>\n",
-       "      <td>8.764434</td>\n",
-       "      <td>9.602715</td>\n",
-       "      <td>10.642282</td>\n",
-       "      <td>10.346439</td>\n",
-       "      <td>10.484828</td>\n",
-       "      <td>8.090270</td>\n",
-       "      <td>17.545651</td>\n",
-       "      <td>7.521271</td>\n",
-       "      <td>10.608866</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16524</th>\n",
-       "      <td>16524</td>\n",
-       "      <td>OR1D5</td>\n",
-       "      <td>8.779856</td>\n",
-       "      <td>10.038890</td>\n",
-       "      <td>10.030414</td>\n",
-       "      <td>7.578449</td>\n",
-       "      <td>11.112305</td>\n",
-       "      <td>11.398975</td>\n",
-       "      <td>11.642730</td>\n",
-       "      <td>10.610319</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.013691</td>\n",
-       "      <td>13.974091</td>\n",
-       "      <td>17.789204</td>\n",
-       "      <td>7.611322</td>\n",
-       "      <td>17.953581</td>\n",
-       "      <td>10.572261</td>\n",
-       "      <td>14.331276</td>\n",
-       "      <td>9.330626</td>\n",
-       "      <td>8.669846</td>\n",
-       "      <td>9.255369</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16525</th>\n",
-       "      <td>16525</td>\n",
-       "      <td>ZNF234</td>\n",
-       "      <td>28.664009</td>\n",
-       "      <td>23.760209</td>\n",
-       "      <td>18.567775</td>\n",
-       "      <td>16.688249</td>\n",
-       "      <td>29.226379</td>\n",
-       "      <td>20.503206</td>\n",
-       "      <td>24.859996</td>\n",
-       "      <td>18.332375</td>\n",
-       "      <td>...</td>\n",
-       "      <td>18.513292</td>\n",
-       "      <td>18.961432</td>\n",
-       "      <td>11.698750</td>\n",
-       "      <td>19.376497</td>\n",
-       "      <td>18.354288</td>\n",
-       "      <td>23.272343</td>\n",
-       "      <td>16.707697</td>\n",
-       "      <td>25.747674</td>\n",
-       "      <td>17.142986</td>\n",
-       "      <td>17.100517</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16526</th>\n",
-       "      <td>16526</td>\n",
-       "      <td>MYH4</td>\n",
-       "      <td>6.185679</td>\n",
-       "      <td>6.884926</td>\n",
-       "      <td>6.078030</td>\n",
-       "      <td>6.145540</td>\n",
-       "      <td>5.465583</td>\n",
-       "      <td>7.132479</td>\n",
-       "      <td>6.044896</td>\n",
-       "      <td>6.475425</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.251847</td>\n",
-       "      <td>7.352328</td>\n",
-       "      <td>5.951120</td>\n",
-       "      <td>5.870706</td>\n",
-       "      <td>6.286081</td>\n",
-       "      <td>6.042166</td>\n",
-       "      <td>5.440513</td>\n",
-       "      <td>6.079033</td>\n",
-       "      <td>5.780842</td>\n",
-       "      <td>6.655071</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16527</th>\n",
-       "      <td>16527</td>\n",
-       "      <td>LINC00526</td>\n",
-       "      <td>110.425145</td>\n",
-       "      <td>39.888776</td>\n",
-       "      <td>8.833626</td>\n",
-       "      <td>8.900557</td>\n",
-       "      <td>12.576511</td>\n",
-       "      <td>47.647336</td>\n",
-       "      <td>37.085502</td>\n",
-       "      <td>18.271588</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.998876</td>\n",
-       "      <td>34.114570</td>\n",
-       "      <td>11.426724</td>\n",
-       "      <td>35.361134</td>\n",
-       "      <td>24.331695</td>\n",
-       "      <td>34.246447</td>\n",
-       "      <td>18.941097</td>\n",
-       "      <td>33.938338</td>\n",
-       "      <td>31.693689</td>\n",
-       "      <td>20.565258</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16528</th>\n",
-       "      <td>16528</td>\n",
-       "      <td>KRT18P55</td>\n",
-       "      <td>10.064016</td>\n",
-       "      <td>7.959133</td>\n",
-       "      <td>7.395121</td>\n",
-       "      <td>14.046309</td>\n",
-       "      <td>10.648559</td>\n",
-       "      <td>7.998002</td>\n",
-       "      <td>7.421796</td>\n",
-       "      <td>10.982643</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.562731</td>\n",
-       "      <td>10.010432</td>\n",
-       "      <td>9.524358</td>\n",
-       "      <td>8.231881</td>\n",
-       "      <td>9.026219</td>\n",
-       "      <td>10.152220</td>\n",
-       "      <td>10.648353</td>\n",
-       "      <td>12.470003</td>\n",
-       "      <td>8.831391</td>\n",
-       "      <td>7.608029</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16529</th>\n",
-       "      <td>16529</td>\n",
-       "      <td>POLRMTP1</td>\n",
-       "      <td>8.758575</td>\n",
-       "      <td>9.586355</td>\n",
-       "      <td>9.039474</td>\n",
-       "      <td>8.423571</td>\n",
-       "      <td>9.276274</td>\n",
-       "      <td>10.425989</td>\n",
-       "      <td>9.190263</td>\n",
-       "      <td>7.106077</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.838728</td>\n",
-       "      <td>7.935110</td>\n",
-       "      <td>11.426698</td>\n",
-       "      <td>9.542098</td>\n",
-       "      <td>8.810404</td>\n",
-       "      <td>8.041709</td>\n",
-       "      <td>8.508124</td>\n",
-       "      <td>7.197547</td>\n",
-       "      <td>7.124755</td>\n",
-       "      <td>7.047236</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16530</th>\n",
-       "      <td>16530</td>\n",
-       "      <td>UBL5P2</td>\n",
-       "      <td>1014.544078</td>\n",
-       "      <td>512.999579</td>\n",
-       "      <td>553.808337</td>\n",
-       "      <td>994.814559</td>\n",
-       "      <td>981.590689</td>\n",
-       "      <td>420.167311</td>\n",
-       "      <td>673.943381</td>\n",
-       "      <td>879.015640</td>\n",
-       "      <td>...</td>\n",
-       "      <td>772.704052</td>\n",
-       "      <td>727.126167</td>\n",
-       "      <td>986.195846</td>\n",
-       "      <td>948.986581</td>\n",
-       "      <td>1037.551842</td>\n",
-       "      <td>644.569877</td>\n",
-       "      <td>1713.405686</td>\n",
-       "      <td>373.430458</td>\n",
-       "      <td>955.789824</td>\n",
-       "      <td>538.179233</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16531</th>\n",
-       "      <td>16531</td>\n",
-       "      <td>TBC1D3P5</td>\n",
-       "      <td>8.419436</td>\n",
-       "      <td>8.001009</td>\n",
-       "      <td>7.548942</td>\n",
-       "      <td>9.556614</td>\n",
-       "      <td>10.527754</td>\n",
-       "      <td>11.293640</td>\n",
-       "      <td>9.148307</td>\n",
-       "      <td>9.543633</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.609316</td>\n",
-       "      <td>9.559265</td>\n",
-       "      <td>9.125935</td>\n",
-       "      <td>8.910978</td>\n",
-       "      <td>10.250768</td>\n",
-       "      <td>10.818368</td>\n",
-       "      <td>9.972426</td>\n",
-       "      <td>9.028677</td>\n",
-       "      <td>9.471302</td>\n",
-       "      <td>10.017959</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>16532 rows × 1020 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       Unnamed: 0 Gene symbol       906826       687983      910927  \\\n",
-       "0               0      TSPAN6   198.366304   187.230436  419.444908   \n",
-       "1               1        TNMD     7.806009     6.857659    6.248491   \n",
-       "2               2        DPM1  1332.160907  3583.966033  942.750905   \n",
-       "3               3       SCYL3    12.250715    16.759262   15.521864   \n",
-       "4               4    C1orf112    10.415653    13.291985    9.425833   \n",
-       "...           ...         ...          ...          ...         ...   \n",
-       "16527       16527   LINC00526   110.425145    39.888776    8.833626   \n",
-       "16528       16528    KRT18P55    10.064016     7.959133    7.395121   \n",
-       "16529       16529    POLRMTP1     8.758575     9.586355    9.039474   \n",
-       "16530       16530      UBL5P2  1014.544078   512.999579  553.808337   \n",
-       "16531       16531    TBC1D3P5     8.419436     8.001009    7.548942   \n",
-       "\n",
-       "          1240138      1240139      906792       910688      1240135  ...  \\\n",
-       "0      222.419924   212.198047  134.786621     9.748621   124.638529  ...   \n",
-       "1        7.051465     7.769056    7.411045     7.101891     7.334766  ...   \n",
-       "2      944.541755  1368.936470  875.514199  1229.950967  1181.113002  ...   \n",
-       "3       16.722300    20.273176   19.305001    62.603333    13.132165  ...   \n",
-       "4       11.781195    14.324103   14.074927     8.066077     9.636096  ...   \n",
-       "...           ...          ...         ...          ...          ...  ...   \n",
-       "16527    8.900557    12.576511   47.647336    37.085502    18.271588  ...   \n",
-       "16528   14.046309    10.648559    7.998002     7.421796    10.982643  ...   \n",
-       "16529    8.423571     9.276274   10.425989     9.190263     7.106077  ...   \n",
-       "16530  994.814559   981.590689  420.167311   673.943381   879.015640  ...   \n",
-       "16531    9.556614    10.527754   11.293640     9.148307     9.543633  ...   \n",
-       "\n",
-       "            753584       907044       998184       908145      1659787  \\\n",
-       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
-       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
-       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
-       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
-       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
-       "...            ...          ...          ...          ...          ...   \n",
-       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
-       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
-       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
-       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
-       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
-       "\n",
-       "           1298157      1480372      1298533      930299     905954.1  \n",
-       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
-       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
-       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
-       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
-       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
-       "...            ...          ...          ...         ...          ...  \n",
-       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
-       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
-       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
-       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
-       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
-       "\n",
-       "[16532 rows x 1020 columns]"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "Y"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "YY = Y.iloc[:, 1:]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
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-       "        vertical-align: top;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Gene symbol</th>\n",
-       "      <th>906826</th>\n",
-       "      <th>687983</th>\n",
-       "      <th>910927</th>\n",
-       "      <th>1240138</th>\n",
-       "      <th>1240139</th>\n",
-       "      <th>906792</th>\n",
-       "      <th>910688</th>\n",
-       "      <th>1240135</th>\n",
-       "      <th>1290812</th>\n",
-       "      <th>...</th>\n",
-       "      <th>753584</th>\n",
-       "      <th>907044</th>\n",
-       "      <th>998184</th>\n",
-       "      <th>908145</th>\n",
-       "      <th>1659787</th>\n",
-       "      <th>1298157</th>\n",
-       "      <th>1480372</th>\n",
-       "      <th>1298533</th>\n",
-       "      <th>930299</th>\n",
-       "      <th>905954.1</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>TSPAN6</td>\n",
-       "      <td>198.366304</td>\n",
-       "      <td>187.230436</td>\n",
-       "      <td>419.444908</td>\n",
-       "      <td>222.419924</td>\n",
-       "      <td>212.198047</td>\n",
-       "      <td>134.786621</td>\n",
-       "      <td>9.748621</td>\n",
-       "      <td>124.638529</td>\n",
-       "      <td>61.522661</td>\n",
-       "      <td>...</td>\n",
-       "      <td>137.724074</td>\n",
-       "      <td>9.425070</td>\n",
-       "      <td>8.218597</td>\n",
-       "      <td>331.582284</td>\n",
-       "      <td>122.121882</td>\n",
-       "      <td>347.682936</td>\n",
-       "      <td>343.203766</td>\n",
-       "      <td>272.338050</td>\n",
-       "      <td>8.647798</td>\n",
-       "      <td>142.333051</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>TNMD</td>\n",
-       "      <td>7.806009</td>\n",
-       "      <td>6.857659</td>\n",
-       "      <td>6.248491</td>\n",
-       "      <td>7.051465</td>\n",
-       "      <td>7.769056</td>\n",
-       "      <td>7.411045</td>\n",
-       "      <td>7.101891</td>\n",
-       "      <td>7.334766</td>\n",
-       "      <td>6.439167</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.958841</td>\n",
-       "      <td>6.704533</td>\n",
-       "      <td>7.870230</td>\n",
-       "      <td>7.222767</td>\n",
-       "      <td>6.158717</td>\n",
-       "      <td>6.230190</td>\n",
-       "      <td>7.360939</td>\n",
-       "      <td>5.740469</td>\n",
-       "      <td>7.313022</td>\n",
-       "      <td>7.131893</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>DPM1</td>\n",
-       "      <td>1332.160907</td>\n",
-       "      <td>3583.966033</td>\n",
-       "      <td>942.750905</td>\n",
-       "      <td>944.541755</td>\n",
-       "      <td>1368.936470</td>\n",
-       "      <td>875.514199</td>\n",
-       "      <td>1229.950967</td>\n",
-       "      <td>1181.113002</td>\n",
-       "      <td>1260.479567</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1434.652440</td>\n",
-       "      <td>1392.007683</td>\n",
-       "      <td>1271.188200</td>\n",
-       "      <td>1403.516091</td>\n",
-       "      <td>1368.590676</td>\n",
-       "      <td>2824.425590</td>\n",
-       "      <td>1507.327754</td>\n",
-       "      <td>1773.950376</td>\n",
-       "      <td>938.297720</td>\n",
-       "      <td>1768.387206</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>SCYL3</td>\n",
-       "      <td>12.250715</td>\n",
-       "      <td>16.759262</td>\n",
-       "      <td>15.521864</td>\n",
-       "      <td>16.722300</td>\n",
-       "      <td>20.273176</td>\n",
-       "      <td>19.305001</td>\n",
-       "      <td>62.603333</td>\n",
-       "      <td>13.132165</td>\n",
-       "      <td>14.401152</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.967555</td>\n",
-       "      <td>24.658494</td>\n",
-       "      <td>20.372112</td>\n",
-       "      <td>14.501411</td>\n",
-       "      <td>15.428870</td>\n",
-       "      <td>21.493812</td>\n",
-       "      <td>11.715849</td>\n",
-       "      <td>21.755929</td>\n",
-       "      <td>19.250548</td>\n",
-       "      <td>17.154241</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>C1orf112</td>\n",
-       "      <td>10.415653</td>\n",
-       "      <td>13.291985</td>\n",
-       "      <td>9.425833</td>\n",
-       "      <td>11.781195</td>\n",
-       "      <td>14.324103</td>\n",
-       "      <td>14.074927</td>\n",
-       "      <td>8.066077</td>\n",
-       "      <td>9.636096</td>\n",
-       "      <td>10.216540</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.240021</td>\n",
-       "      <td>15.430837</td>\n",
-       "      <td>13.992517</td>\n",
-       "      <td>9.170420</td>\n",
-       "      <td>14.072733</td>\n",
-       "      <td>20.889876</td>\n",
-       "      <td>18.990272</td>\n",
-       "      <td>8.405648</td>\n",
-       "      <td>9.383959</td>\n",
-       "      <td>10.821246</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>FGR</td>\n",
-       "      <td>10.019176</td>\n",
-       "      <td>8.891362</td>\n",
-       "      <td>9.456105</td>\n",
-       "      <td>8.581599</td>\n",
-       "      <td>8.009998</td>\n",
-       "      <td>9.841751</td>\n",
-       "      <td>757.608074</td>\n",
-       "      <td>8.204029</td>\n",
-       "      <td>9.704730</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.482722</td>\n",
-       "      <td>501.236254</td>\n",
-       "      <td>11.814998</td>\n",
-       "      <td>8.562801</td>\n",
-       "      <td>9.005251</td>\n",
-       "      <td>9.379503</td>\n",
-       "      <td>9.040080</td>\n",
-       "      <td>9.436850</td>\n",
-       "      <td>8.155326</td>\n",
-       "      <td>10.058051</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>CFH</td>\n",
-       "      <td>11.846182</td>\n",
-       "      <td>227.098203</td>\n",
-       "      <td>7.626566</td>\n",
-       "      <td>148.231321</td>\n",
-       "      <td>10.377753</td>\n",
-       "      <td>20.200499</td>\n",
-       "      <td>9.249885</td>\n",
-       "      <td>55.437251</td>\n",
-       "      <td>9.492174</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.858109</td>\n",
-       "      <td>9.998153</td>\n",
-       "      <td>10.642322</td>\n",
-       "      <td>178.923587</td>\n",
-       "      <td>9.937787</td>\n",
-       "      <td>11.886100</td>\n",
-       "      <td>9.999188</td>\n",
-       "      <td>37.000490</td>\n",
-       "      <td>10.608497</td>\n",
-       "      <td>8.358730</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>FUCA2</td>\n",
-       "      <td>294.991675</td>\n",
-       "      <td>98.153787</td>\n",
-       "      <td>292.287878</td>\n",
-       "      <td>396.353350</td>\n",
-       "      <td>314.507318</td>\n",
-       "      <td>457.830962</td>\n",
-       "      <td>116.115280</td>\n",
-       "      <td>389.926582</td>\n",
-       "      <td>313.178922</td>\n",
-       "      <td>...</td>\n",
-       "      <td>495.852243</td>\n",
-       "      <td>56.464120</td>\n",
-       "      <td>10.762820</td>\n",
-       "      <td>568.092411</td>\n",
-       "      <td>679.368481</td>\n",
-       "      <td>292.643454</td>\n",
-       "      <td>478.278023</td>\n",
-       "      <td>269.359391</td>\n",
-       "      <td>54.214615</td>\n",
-       "      <td>292.332128</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>GCLC</td>\n",
-       "      <td>37.664084</td>\n",
-       "      <td>56.074141</td>\n",
-       "      <td>43.017177</td>\n",
-       "      <td>49.102140</td>\n",
-       "      <td>50.893791</td>\n",
-       "      <td>50.457188</td>\n",
-       "      <td>49.282351</td>\n",
-       "      <td>32.947227</td>\n",
-       "      <td>54.835142</td>\n",
-       "      <td>...</td>\n",
-       "      <td>39.223326</td>\n",
-       "      <td>107.387385</td>\n",
-       "      <td>102.815035</td>\n",
-       "      <td>66.487351</td>\n",
-       "      <td>54.204316</td>\n",
-       "      <td>50.970848</td>\n",
-       "      <td>25.720578</td>\n",
-       "      <td>49.998449</td>\n",
-       "      <td>57.053996</td>\n",
-       "      <td>40.219805</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>NFYA</td>\n",
-       "      <td>41.327754</td>\n",
-       "      <td>148.020501</td>\n",
-       "      <td>34.793523</td>\n",
-       "      <td>31.921008</td>\n",
-       "      <td>18.128721</td>\n",
-       "      <td>44.624559</td>\n",
-       "      <td>34.608521</td>\n",
-       "      <td>23.224277</td>\n",
-       "      <td>42.125931</td>\n",
-       "      <td>...</td>\n",
-       "      <td>44.373379</td>\n",
-       "      <td>43.854894</td>\n",
-       "      <td>92.009667</td>\n",
-       "      <td>37.109102</td>\n",
-       "      <td>23.123497</td>\n",
-       "      <td>30.781583</td>\n",
-       "      <td>18.582951</td>\n",
-       "      <td>32.921355</td>\n",
-       "      <td>46.874205</td>\n",
-       "      <td>58.789515</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>STPG1</td>\n",
-       "      <td>12.100483</td>\n",
-       "      <td>13.487475</td>\n",
-       "      <td>15.412876</td>\n",
-       "      <td>10.401616</td>\n",
-       "      <td>9.212530</td>\n",
-       "      <td>13.511552</td>\n",
-       "      <td>9.450136</td>\n",
-       "      <td>12.982718</td>\n",
-       "      <td>10.112624</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.769953</td>\n",
-       "      <td>8.533200</td>\n",
-       "      <td>7.753405</td>\n",
-       "      <td>9.193368</td>\n",
-       "      <td>12.729168</td>\n",
-       "      <td>13.646016</td>\n",
-       "      <td>10.794293</td>\n",
-       "      <td>10.161061</td>\n",
-       "      <td>9.666504</td>\n",
-       "      <td>18.576844</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>NIPAL3</td>\n",
-       "      <td>199.709105</td>\n",
-       "      <td>52.542169</td>\n",
-       "      <td>48.544462</td>\n",
-       "      <td>107.843154</td>\n",
-       "      <td>72.940830</td>\n",
-       "      <td>161.162776</td>\n",
-       "      <td>41.623287</td>\n",
-       "      <td>208.435220</td>\n",
-       "      <td>119.088955</td>\n",
-       "      <td>...</td>\n",
-       "      <td>62.871445</td>\n",
-       "      <td>30.530473</td>\n",
-       "      <td>180.607055</td>\n",
-       "      <td>161.025137</td>\n",
-       "      <td>20.379934</td>\n",
-       "      <td>164.305597</td>\n",
-       "      <td>23.525004</td>\n",
-       "      <td>101.762605</td>\n",
-       "      <td>129.152896</td>\n",
-       "      <td>289.966964</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>LAS1L</td>\n",
-       "      <td>23.410199</td>\n",
-       "      <td>19.789000</td>\n",
-       "      <td>14.243092</td>\n",
-       "      <td>11.412534</td>\n",
-       "      <td>19.344484</td>\n",
-       "      <td>14.133484</td>\n",
-       "      <td>13.264310</td>\n",
-       "      <td>13.341279</td>\n",
-       "      <td>15.392954</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.748118</td>\n",
-       "      <td>19.450942</td>\n",
-       "      <td>15.258238</td>\n",
-       "      <td>14.962805</td>\n",
-       "      <td>17.782836</td>\n",
-       "      <td>20.511066</td>\n",
-       "      <td>20.553855</td>\n",
-       "      <td>12.103615</td>\n",
-       "      <td>12.380348</td>\n",
-       "      <td>12.485844</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>ENPP4</td>\n",
-       "      <td>22.444048</td>\n",
-       "      <td>65.370341</td>\n",
-       "      <td>23.402071</td>\n",
-       "      <td>39.667794</td>\n",
-       "      <td>49.359549</td>\n",
-       "      <td>9.305535</td>\n",
-       "      <td>50.871441</td>\n",
-       "      <td>46.112750</td>\n",
-       "      <td>10.977467</td>\n",
-       "      <td>...</td>\n",
-       "      <td>49.380523</td>\n",
-       "      <td>10.157738</td>\n",
-       "      <td>57.173169</td>\n",
-       "      <td>10.622276</td>\n",
-       "      <td>19.506340</td>\n",
-       "      <td>13.240375</td>\n",
-       "      <td>28.126254</td>\n",
-       "      <td>58.061114</td>\n",
-       "      <td>79.953236</td>\n",
-       "      <td>13.664758</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>SEMA3F</td>\n",
-       "      <td>17.367385</td>\n",
-       "      <td>15.470827</td>\n",
-       "      <td>21.706934</td>\n",
-       "      <td>18.510503</td>\n",
-       "      <td>12.339563</td>\n",
-       "      <td>14.864112</td>\n",
-       "      <td>11.828870</td>\n",
-       "      <td>24.184800</td>\n",
-       "      <td>18.134495</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14.865906</td>\n",
-       "      <td>14.186357</td>\n",
-       "      <td>15.190364</td>\n",
-       "      <td>13.958933</td>\n",
-       "      <td>16.464496</td>\n",
-       "      <td>28.686227</td>\n",
-       "      <td>27.690108</td>\n",
-       "      <td>19.511061</td>\n",
-       "      <td>53.988517</td>\n",
-       "      <td>14.211730</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>CFTR</td>\n",
-       "      <td>8.139666</td>\n",
-       "      <td>8.717672</td>\n",
-       "      <td>7.447380</td>\n",
-       "      <td>7.727989</td>\n",
-       "      <td>8.705220</td>\n",
-       "      <td>7.760426</td>\n",
-       "      <td>7.741932</td>\n",
-       "      <td>7.905416</td>\n",
-       "      <td>8.527271</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.016093</td>\n",
-       "      <td>7.905398</td>\n",
-       "      <td>8.631419</td>\n",
-       "      <td>7.427229</td>\n",
-       "      <td>8.438193</td>\n",
-       "      <td>8.730948</td>\n",
-       "      <td>8.538814</td>\n",
-       "      <td>10.358294</td>\n",
-       "      <td>8.260312</td>\n",
-       "      <td>7.860545</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>ANKIB1</td>\n",
-       "      <td>314.397001</td>\n",
-       "      <td>318.160059</td>\n",
-       "      <td>245.335320</td>\n",
-       "      <td>150.263867</td>\n",
-       "      <td>435.055759</td>\n",
-       "      <td>351.378389</td>\n",
-       "      <td>356.752280</td>\n",
-       "      <td>274.415311</td>\n",
-       "      <td>774.677677</td>\n",
-       "      <td>...</td>\n",
-       "      <td>409.293227</td>\n",
-       "      <td>279.471054</td>\n",
-       "      <td>371.936879</td>\n",
-       "      <td>530.331881</td>\n",
-       "      <td>288.815870</td>\n",
-       "      <td>310.839097</td>\n",
-       "      <td>400.312507</td>\n",
-       "      <td>227.691467</td>\n",
-       "      <td>272.129195</td>\n",
-       "      <td>360.211037</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>KRIT1</td>\n",
-       "      <td>12.523924</td>\n",
-       "      <td>14.508697</td>\n",
-       "      <td>14.041396</td>\n",
-       "      <td>13.670096</td>\n",
-       "      <td>13.250575</td>\n",
-       "      <td>13.709150</td>\n",
-       "      <td>16.625827</td>\n",
-       "      <td>19.674845</td>\n",
-       "      <td>15.144985</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.126675</td>\n",
-       "      <td>14.857988</td>\n",
-       "      <td>13.477357</td>\n",
-       "      <td>13.807125</td>\n",
-       "      <td>8.551293</td>\n",
-       "      <td>10.052496</td>\n",
-       "      <td>16.517203</td>\n",
-       "      <td>9.556864</td>\n",
-       "      <td>15.300796</td>\n",
-       "      <td>19.860686</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>RAD52</td>\n",
-       "      <td>13.741490</td>\n",
-       "      <td>15.155593</td>\n",
-       "      <td>12.107794</td>\n",
-       "      <td>9.318926</td>\n",
-       "      <td>15.715163</td>\n",
-       "      <td>10.933350</td>\n",
-       "      <td>11.117271</td>\n",
-       "      <td>10.616969</td>\n",
-       "      <td>19.236123</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.644064</td>\n",
-       "      <td>11.744310</td>\n",
-       "      <td>12.746194</td>\n",
-       "      <td>10.363093</td>\n",
-       "      <td>11.325561</td>\n",
-       "      <td>16.233234</td>\n",
-       "      <td>12.168294</td>\n",
-       "      <td>23.269737</td>\n",
-       "      <td>10.039674</td>\n",
-       "      <td>9.726711</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>BAD</td>\n",
-       "      <td>175.875331</td>\n",
-       "      <td>178.443892</td>\n",
-       "      <td>171.215802</td>\n",
-       "      <td>212.473257</td>\n",
-       "      <td>127.909635</td>\n",
-       "      <td>93.715103</td>\n",
-       "      <td>81.801911</td>\n",
-       "      <td>245.714367</td>\n",
-       "      <td>179.605805</td>\n",
-       "      <td>...</td>\n",
-       "      <td>141.824397</td>\n",
-       "      <td>89.166267</td>\n",
-       "      <td>121.056505</td>\n",
-       "      <td>111.515122</td>\n",
-       "      <td>142.332582</td>\n",
-       "      <td>150.588094</td>\n",
-       "      <td>184.216271</td>\n",
-       "      <td>67.012394</td>\n",
-       "      <td>291.220484</td>\n",
-       "      <td>31.282159</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>LAP3</td>\n",
-       "      <td>87.664826</td>\n",
-       "      <td>107.100849</td>\n",
-       "      <td>50.411838</td>\n",
-       "      <td>38.302505</td>\n",
-       "      <td>24.443765</td>\n",
-       "      <td>122.003387</td>\n",
-       "      <td>377.597853</td>\n",
-       "      <td>225.333075</td>\n",
-       "      <td>27.192571</td>\n",
-       "      <td>...</td>\n",
-       "      <td>41.753055</td>\n",
-       "      <td>385.654251</td>\n",
-       "      <td>73.928492</td>\n",
-       "      <td>105.064416</td>\n",
-       "      <td>92.463108</td>\n",
-       "      <td>54.189180</td>\n",
-       "      <td>224.430733</td>\n",
-       "      <td>145.218095</td>\n",
-       "      <td>50.689989</td>\n",
-       "      <td>93.018835</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>CD99</td>\n",
-       "      <td>704.510655</td>\n",
-       "      <td>711.443915</td>\n",
-       "      <td>1032.072449</td>\n",
-       "      <td>288.643892</td>\n",
-       "      <td>575.662078</td>\n",
-       "      <td>766.350616</td>\n",
-       "      <td>311.620011</td>\n",
-       "      <td>445.529834</td>\n",
-       "      <td>426.902954</td>\n",
-       "      <td>...</td>\n",
-       "      <td>546.845243</td>\n",
-       "      <td>672.644651</td>\n",
-       "      <td>578.213557</td>\n",
-       "      <td>772.263875</td>\n",
-       "      <td>764.018034</td>\n",
-       "      <td>258.159242</td>\n",
-       "      <td>277.011261</td>\n",
-       "      <td>123.520012</td>\n",
-       "      <td>329.189808</td>\n",
-       "      <td>782.075373</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>HS3ST1</td>\n",
-       "      <td>11.451346</td>\n",
-       "      <td>8.249443</td>\n",
-       "      <td>15.183095</td>\n",
-       "      <td>7.765533</td>\n",
-       "      <td>16.348083</td>\n",
-       "      <td>13.298890</td>\n",
-       "      <td>7.228490</td>\n",
-       "      <td>9.272967</td>\n",
-       "      <td>8.026898</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.215498</td>\n",
-       "      <td>7.735452</td>\n",
-       "      <td>7.969449</td>\n",
-       "      <td>8.836350</td>\n",
-       "      <td>8.498599</td>\n",
-       "      <td>9.270082</td>\n",
-       "      <td>14.850851</td>\n",
-       "      <td>134.684202</td>\n",
-       "      <td>33.434086</td>\n",
-       "      <td>10.056280</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>WNT16</td>\n",
-       "      <td>13.370965</td>\n",
-       "      <td>6.632041</td>\n",
-       "      <td>6.494245</td>\n",
-       "      <td>6.644636</td>\n",
-       "      <td>7.169880</td>\n",
-       "      <td>6.798498</td>\n",
-       "      <td>7.078479</td>\n",
-       "      <td>7.306324</td>\n",
-       "      <td>6.687845</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.809447</td>\n",
-       "      <td>7.605270</td>\n",
-       "      <td>7.255385</td>\n",
-       "      <td>7.651848</td>\n",
-       "      <td>7.164129</td>\n",
-       "      <td>7.412694</td>\n",
-       "      <td>6.795149</td>\n",
-       "      <td>7.029483</td>\n",
-       "      <td>6.468781</td>\n",
-       "      <td>7.053665</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>HECW1</td>\n",
-       "      <td>6.326435</td>\n",
-       "      <td>6.907970</td>\n",
-       "      <td>7.478924</td>\n",
-       "      <td>8.004987</td>\n",
-       "      <td>6.982688</td>\n",
-       "      <td>6.653928</td>\n",
-       "      <td>6.611827</td>\n",
-       "      <td>8.094666</td>\n",
-       "      <td>6.058350</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.488482</td>\n",
-       "      <td>7.247351</td>\n",
-       "      <td>8.340986</td>\n",
-       "      <td>8.960827</td>\n",
-       "      <td>7.504306</td>\n",
-       "      <td>7.672314</td>\n",
-       "      <td>6.896998</td>\n",
-       "      <td>7.516635</td>\n",
-       "      <td>12.314463</td>\n",
-       "      <td>6.596377</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>MAD1L1</td>\n",
-       "      <td>36.769342</td>\n",
-       "      <td>70.514106</td>\n",
-       "      <td>42.045233</td>\n",
-       "      <td>43.627736</td>\n",
-       "      <td>41.739723</td>\n",
-       "      <td>478.017475</td>\n",
-       "      <td>600.808645</td>\n",
-       "      <td>45.022243</td>\n",
-       "      <td>126.333590</td>\n",
-       "      <td>...</td>\n",
-       "      <td>30.102279</td>\n",
-       "      <td>39.424993</td>\n",
-       "      <td>103.855878</td>\n",
-       "      <td>249.972604</td>\n",
-       "      <td>445.315850</td>\n",
-       "      <td>25.535976</td>\n",
-       "      <td>20.228811</td>\n",
-       "      <td>102.788717</td>\n",
-       "      <td>55.510534</td>\n",
-       "      <td>998.934433</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>LASP1</td>\n",
-       "      <td>30.519966</td>\n",
-       "      <td>23.033258</td>\n",
-       "      <td>17.697576</td>\n",
-       "      <td>31.379191</td>\n",
-       "      <td>42.310730</td>\n",
-       "      <td>16.879708</td>\n",
-       "      <td>18.331028</td>\n",
-       "      <td>31.178090</td>\n",
-       "      <td>26.908099</td>\n",
-       "      <td>...</td>\n",
-       "      <td>33.353241</td>\n",
-       "      <td>19.157712</td>\n",
-       "      <td>22.617557</td>\n",
-       "      <td>24.404417</td>\n",
-       "      <td>39.386452</td>\n",
-       "      <td>27.999237</td>\n",
-       "      <td>26.707577</td>\n",
-       "      <td>29.217068</td>\n",
-       "      <td>17.037871</td>\n",
-       "      <td>15.625781</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>SNX11</td>\n",
-       "      <td>27.236262</td>\n",
-       "      <td>37.957173</td>\n",
-       "      <td>25.033698</td>\n",
-       "      <td>23.569287</td>\n",
-       "      <td>43.916527</td>\n",
-       "      <td>34.285869</td>\n",
-       "      <td>190.592561</td>\n",
-       "      <td>29.441608</td>\n",
-       "      <td>28.699737</td>\n",
-       "      <td>...</td>\n",
-       "      <td>27.003669</td>\n",
-       "      <td>108.518617</td>\n",
-       "      <td>32.767519</td>\n",
-       "      <td>31.094841</td>\n",
-       "      <td>24.745048</td>\n",
-       "      <td>31.607661</td>\n",
-       "      <td>32.837193</td>\n",
-       "      <td>24.453570</td>\n",
-       "      <td>27.863106</td>\n",
-       "      <td>31.280838</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>TMEM176A</td>\n",
-       "      <td>7.867042</td>\n",
-       "      <td>8.196591</td>\n",
-       "      <td>7.191336</td>\n",
-       "      <td>7.810409</td>\n",
-       "      <td>7.805871</td>\n",
-       "      <td>6.897072</td>\n",
-       "      <td>9.416430</td>\n",
-       "      <td>10.632377</td>\n",
-       "      <td>8.803450</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.461031</td>\n",
-       "      <td>10.301590</td>\n",
-       "      <td>8.362396</td>\n",
-       "      <td>7.202452</td>\n",
-       "      <td>9.997247</td>\n",
-       "      <td>7.994822</td>\n",
-       "      <td>7.575325</td>\n",
-       "      <td>6.773557</td>\n",
-       "      <td>228.170810</td>\n",
-       "      <td>9.622860</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>M6PR</td>\n",
-       "      <td>886.523130</td>\n",
-       "      <td>460.014870</td>\n",
-       "      <td>467.439551</td>\n",
-       "      <td>503.109732</td>\n",
-       "      <td>1448.610516</td>\n",
-       "      <td>1026.459567</td>\n",
-       "      <td>1088.081128</td>\n",
-       "      <td>671.818194</td>\n",
-       "      <td>698.178791</td>\n",
-       "      <td>...</td>\n",
-       "      <td>606.456572</td>\n",
-       "      <td>804.614825</td>\n",
-       "      <td>656.487439</td>\n",
-       "      <td>741.845063</td>\n",
-       "      <td>852.508968</td>\n",
-       "      <td>820.472343</td>\n",
-       "      <td>921.765591</td>\n",
-       "      <td>1308.797270</td>\n",
-       "      <td>458.093717</td>\n",
-       "      <td>532.892307</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16502</th>\n",
-       "      <td>LSM14A</td>\n",
-       "      <td>498.676746</td>\n",
-       "      <td>625.245234</td>\n",
-       "      <td>619.276429</td>\n",
-       "      <td>484.026466</td>\n",
-       "      <td>413.684892</td>\n",
-       "      <td>282.427285</td>\n",
-       "      <td>463.140035</td>\n",
-       "      <td>450.007894</td>\n",
-       "      <td>547.256159</td>\n",
-       "      <td>...</td>\n",
-       "      <td>347.100844</td>\n",
-       "      <td>548.074139</td>\n",
-       "      <td>408.898090</td>\n",
-       "      <td>250.777086</td>\n",
-       "      <td>351.739082</td>\n",
-       "      <td>597.111729</td>\n",
-       "      <td>509.503080</td>\n",
-       "      <td>458.319152</td>\n",
-       "      <td>456.391073</td>\n",
-       "      <td>421.924586</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16503</th>\n",
-       "      <td>TAS2R38</td>\n",
-       "      <td>7.774775</td>\n",
-       "      <td>6.631353</td>\n",
-       "      <td>7.566772</td>\n",
-       "      <td>7.403147</td>\n",
-       "      <td>8.507221</td>\n",
-       "      <td>7.672033</td>\n",
-       "      <td>8.816628</td>\n",
-       "      <td>6.835237</td>\n",
-       "      <td>6.688633</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.830826</td>\n",
-       "      <td>8.667409</td>\n",
-       "      <td>7.438907</td>\n",
-       "      <td>8.338412</td>\n",
-       "      <td>7.171872</td>\n",
-       "      <td>8.116205</td>\n",
-       "      <td>6.876367</td>\n",
-       "      <td>8.997441</td>\n",
-       "      <td>6.528039</td>\n",
-       "      <td>6.473989</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16504</th>\n",
-       "      <td>MGAM</td>\n",
-       "      <td>176.076383</td>\n",
-       "      <td>7.925164</td>\n",
-       "      <td>6.915634</td>\n",
-       "      <td>7.548701</td>\n",
-       "      <td>7.220839</td>\n",
-       "      <td>6.672680</td>\n",
-       "      <td>6.505025</td>\n",
-       "      <td>7.540699</td>\n",
-       "      <td>7.850370</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.237040</td>\n",
-       "      <td>7.944003</td>\n",
-       "      <td>6.923920</td>\n",
-       "      <td>6.449237</td>\n",
-       "      <td>6.819381</td>\n",
-       "      <td>390.933360</td>\n",
-       "      <td>7.801551</td>\n",
-       "      <td>7.853325</td>\n",
-       "      <td>6.937242</td>\n",
-       "      <td>23.432551</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16505</th>\n",
-       "      <td>CUX1</td>\n",
-       "      <td>22.301155</td>\n",
-       "      <td>19.191169</td>\n",
-       "      <td>17.932826</td>\n",
-       "      <td>36.808710</td>\n",
-       "      <td>15.236506</td>\n",
-       "      <td>15.783827</td>\n",
-       "      <td>15.134604</td>\n",
-       "      <td>8.720850</td>\n",
-       "      <td>25.794574</td>\n",
-       "      <td>...</td>\n",
-       "      <td>17.307012</td>\n",
-       "      <td>13.962950</td>\n",
-       "      <td>16.526541</td>\n",
-       "      <td>16.116269</td>\n",
-       "      <td>12.090952</td>\n",
-       "      <td>16.684799</td>\n",
-       "      <td>15.894835</td>\n",
-       "      <td>14.774473</td>\n",
-       "      <td>13.618690</td>\n",
-       "      <td>18.040721</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16506</th>\n",
-       "      <td>PRSS58</td>\n",
-       "      <td>8.247703</td>\n",
-       "      <td>6.547028</td>\n",
-       "      <td>7.216837</td>\n",
-       "      <td>7.115535</td>\n",
-       "      <td>7.185944</td>\n",
-       "      <td>7.717751</td>\n",
-       "      <td>7.592567</td>\n",
-       "      <td>8.223308</td>\n",
-       "      <td>7.478139</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.717785</td>\n",
-       "      <td>6.912948</td>\n",
-       "      <td>6.822620</td>\n",
-       "      <td>7.090247</td>\n",
-       "      <td>7.122424</td>\n",
-       "      <td>8.146904</td>\n",
-       "      <td>7.348318</td>\n",
-       "      <td>7.504302</td>\n",
-       "      <td>7.925831</td>\n",
-       "      <td>7.324237</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16507</th>\n",
-       "      <td>CLEC5A</td>\n",
-       "      <td>6.798497</td>\n",
-       "      <td>6.951264</td>\n",
-       "      <td>7.352516</td>\n",
-       "      <td>6.730369</td>\n",
-       "      <td>6.732617</td>\n",
-       "      <td>7.551458</td>\n",
-       "      <td>6.593930</td>\n",
-       "      <td>7.210281</td>\n",
-       "      <td>7.292706</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.775167</td>\n",
-       "      <td>7.961492</td>\n",
-       "      <td>7.190536</td>\n",
-       "      <td>7.712892</td>\n",
-       "      <td>7.993728</td>\n",
-       "      <td>8.480547</td>\n",
-       "      <td>7.253346</td>\n",
-       "      <td>8.396600</td>\n",
-       "      <td>7.538355</td>\n",
-       "      <td>7.179515</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16508</th>\n",
-       "      <td>ZNF578</td>\n",
-       "      <td>7.213249</td>\n",
-       "      <td>6.228694</td>\n",
-       "      <td>6.099578</td>\n",
-       "      <td>6.360460</td>\n",
-       "      <td>6.546719</td>\n",
-       "      <td>5.956546</td>\n",
-       "      <td>7.530377</td>\n",
-       "      <td>6.677454</td>\n",
-       "      <td>6.702657</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.306871</td>\n",
-       "      <td>7.302946</td>\n",
-       "      <td>7.127575</td>\n",
-       "      <td>7.181811</td>\n",
-       "      <td>7.102099</td>\n",
-       "      <td>7.153257</td>\n",
-       "      <td>6.545843</td>\n",
-       "      <td>6.480442</td>\n",
-       "      <td>6.525912</td>\n",
-       "      <td>7.113788</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16509</th>\n",
-       "      <td>DIO3OS</td>\n",
-       "      <td>9.919692</td>\n",
-       "      <td>9.878400</td>\n",
-       "      <td>9.927706</td>\n",
-       "      <td>10.721129</td>\n",
-       "      <td>9.212226</td>\n",
-       "      <td>9.945092</td>\n",
-       "      <td>10.699149</td>\n",
-       "      <td>10.547763</td>\n",
-       "      <td>9.358524</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.558238</td>\n",
-       "      <td>13.078277</td>\n",
-       "      <td>11.308120</td>\n",
-       "      <td>9.745887</td>\n",
-       "      <td>11.490090</td>\n",
-       "      <td>8.779135</td>\n",
-       "      <td>13.115721</td>\n",
-       "      <td>12.874544</td>\n",
-       "      <td>11.778104</td>\n",
-       "      <td>11.930972</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16510</th>\n",
-       "      <td>UBE2CP1</td>\n",
-       "      <td>1966.189933</td>\n",
-       "      <td>574.287016</td>\n",
-       "      <td>828.557486</td>\n",
-       "      <td>872.426471</td>\n",
-       "      <td>1506.812591</td>\n",
-       "      <td>1003.587448</td>\n",
-       "      <td>76.467573</td>\n",
-       "      <td>1031.707788</td>\n",
-       "      <td>1079.713130</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3035.283597</td>\n",
-       "      <td>1653.424273</td>\n",
-       "      <td>1437.430260</td>\n",
-       "      <td>410.946460</td>\n",
-       "      <td>2235.929589</td>\n",
-       "      <td>3242.850807</td>\n",
-       "      <td>2586.815640</td>\n",
-       "      <td>1606.409297</td>\n",
-       "      <td>1406.446239</td>\n",
-       "      <td>468.894261</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16511</th>\n",
-       "      <td>LINC00638</td>\n",
-       "      <td>9.283151</td>\n",
-       "      <td>10.144974</td>\n",
-       "      <td>9.937635</td>\n",
-       "      <td>10.049277</td>\n",
-       "      <td>9.268179</td>\n",
-       "      <td>9.678354</td>\n",
-       "      <td>11.164004</td>\n",
-       "      <td>10.706474</td>\n",
-       "      <td>10.051788</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.599743</td>\n",
-       "      <td>12.657954</td>\n",
-       "      <td>9.816047</td>\n",
-       "      <td>9.427868</td>\n",
-       "      <td>8.880588</td>\n",
-       "      <td>10.118208</td>\n",
-       "      <td>9.623070</td>\n",
-       "      <td>10.811812</td>\n",
-       "      <td>9.706325</td>\n",
-       "      <td>10.617207</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16512</th>\n",
-       "      <td>OR4C13</td>\n",
-       "      <td>6.295018</td>\n",
-       "      <td>7.172623</td>\n",
-       "      <td>6.998296</td>\n",
-       "      <td>6.495960</td>\n",
-       "      <td>7.257948</td>\n",
-       "      <td>7.294398</td>\n",
-       "      <td>8.707017</td>\n",
-       "      <td>7.269966</td>\n",
-       "      <td>7.653768</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.809922</td>\n",
-       "      <td>7.797862</td>\n",
-       "      <td>7.278747</td>\n",
-       "      <td>8.752696</td>\n",
-       "      <td>8.410599</td>\n",
-       "      <td>7.585133</td>\n",
-       "      <td>6.619775</td>\n",
-       "      <td>8.619617</td>\n",
-       "      <td>7.616567</td>\n",
-       "      <td>10.139662</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16513</th>\n",
-       "      <td>CEP95</td>\n",
-       "      <td>65.192893</td>\n",
-       "      <td>86.812459</td>\n",
-       "      <td>115.490247</td>\n",
-       "      <td>99.610882</td>\n",
-       "      <td>113.296828</td>\n",
-       "      <td>100.496485</td>\n",
-       "      <td>81.221928</td>\n",
-       "      <td>68.847414</td>\n",
-       "      <td>129.732920</td>\n",
-       "      <td>...</td>\n",
-       "      <td>72.769669</td>\n",
-       "      <td>105.077820</td>\n",
-       "      <td>164.413732</td>\n",
-       "      <td>99.673105</td>\n",
-       "      <td>80.247594</td>\n",
-       "      <td>117.559753</td>\n",
-       "      <td>117.535312</td>\n",
-       "      <td>164.396983</td>\n",
-       "      <td>91.141199</td>\n",
-       "      <td>69.678013</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16514</th>\n",
-       "      <td>SMIM6</td>\n",
-       "      <td>11.318637</td>\n",
-       "      <td>10.610565</td>\n",
-       "      <td>36.349867</td>\n",
-       "      <td>101.048415</td>\n",
-       "      <td>10.639092</td>\n",
-       "      <td>9.068598</td>\n",
-       "      <td>12.934769</td>\n",
-       "      <td>49.647407</td>\n",
-       "      <td>10.946052</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11.973951</td>\n",
-       "      <td>14.721558</td>\n",
-       "      <td>10.684283</td>\n",
-       "      <td>9.756347</td>\n",
-       "      <td>11.847813</td>\n",
-       "      <td>13.675665</td>\n",
-       "      <td>13.224205</td>\n",
-       "      <td>14.798249</td>\n",
-       "      <td>10.666952</td>\n",
-       "      <td>10.977788</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16515</th>\n",
-       "      <td>SLC35G6</td>\n",
-       "      <td>7.726856</td>\n",
-       "      <td>8.448538</td>\n",
-       "      <td>8.887240</td>\n",
-       "      <td>9.349014</td>\n",
-       "      <td>9.490445</td>\n",
-       "      <td>7.997824</td>\n",
-       "      <td>10.962362</td>\n",
-       "      <td>8.182442</td>\n",
-       "      <td>7.763079</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.091376</td>\n",
-       "      <td>8.457683</td>\n",
-       "      <td>10.505123</td>\n",
-       "      <td>10.119239</td>\n",
-       "      <td>8.410809</td>\n",
-       "      <td>11.165742</td>\n",
-       "      <td>9.981467</td>\n",
-       "      <td>8.512844</td>\n",
-       "      <td>9.333792</td>\n",
-       "      <td>10.587617</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16516</th>\n",
-       "      <td>LINC00596</td>\n",
-       "      <td>7.809505</td>\n",
-       "      <td>8.630758</td>\n",
-       "      <td>6.801066</td>\n",
-       "      <td>8.010906</td>\n",
-       "      <td>7.777391</td>\n",
-       "      <td>7.879179</td>\n",
-       "      <td>9.797877</td>\n",
-       "      <td>7.074278</td>\n",
-       "      <td>6.978711</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.573847</td>\n",
-       "      <td>8.396091</td>\n",
-       "      <td>7.453578</td>\n",
-       "      <td>6.537448</td>\n",
-       "      <td>8.197066</td>\n",
-       "      <td>9.414129</td>\n",
-       "      <td>7.621703</td>\n",
-       "      <td>7.665159</td>\n",
-       "      <td>9.270236</td>\n",
-       "      <td>8.766267</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16517</th>\n",
-       "      <td>OR4N3P</td>\n",
-       "      <td>8.398341</td>\n",
-       "      <td>10.212515</td>\n",
-       "      <td>7.651499</td>\n",
-       "      <td>7.867230</td>\n",
-       "      <td>8.290037</td>\n",
-       "      <td>7.907430</td>\n",
-       "      <td>8.877189</td>\n",
-       "      <td>8.889846</td>\n",
-       "      <td>9.323920</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.576611</td>\n",
-       "      <td>7.245538</td>\n",
-       "      <td>11.633749</td>\n",
-       "      <td>8.715163</td>\n",
-       "      <td>10.569451</td>\n",
-       "      <td>10.839775</td>\n",
-       "      <td>10.369435</td>\n",
-       "      <td>10.101881</td>\n",
-       "      <td>10.503166</td>\n",
-       "      <td>10.237380</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16518</th>\n",
-       "      <td>MRPL46</td>\n",
-       "      <td>215.887056</td>\n",
-       "      <td>561.471251</td>\n",
-       "      <td>299.088807</td>\n",
-       "      <td>398.510823</td>\n",
-       "      <td>360.056730</td>\n",
-       "      <td>324.682134</td>\n",
-       "      <td>408.415296</td>\n",
-       "      <td>266.833617</td>\n",
-       "      <td>242.615201</td>\n",
-       "      <td>...</td>\n",
-       "      <td>213.466159</td>\n",
-       "      <td>454.669966</td>\n",
-       "      <td>443.950119</td>\n",
-       "      <td>227.761727</td>\n",
-       "      <td>250.507507</td>\n",
-       "      <td>192.893148</td>\n",
-       "      <td>445.272747</td>\n",
-       "      <td>356.358731</td>\n",
-       "      <td>420.008697</td>\n",
-       "      <td>581.834281</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16519</th>\n",
-       "      <td>SH3RF3-AS1</td>\n",
-       "      <td>10.856743</td>\n",
-       "      <td>9.727908</td>\n",
-       "      <td>8.812674</td>\n",
-       "      <td>10.802606</td>\n",
-       "      <td>10.192684</td>\n",
-       "      <td>12.513324</td>\n",
-       "      <td>12.148152</td>\n",
-       "      <td>8.972277</td>\n",
-       "      <td>12.835839</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.971925</td>\n",
-       "      <td>9.394770</td>\n",
-       "      <td>9.873501</td>\n",
-       "      <td>9.265729</td>\n",
-       "      <td>12.636512</td>\n",
-       "      <td>10.087334</td>\n",
-       "      <td>9.684712</td>\n",
-       "      <td>13.030473</td>\n",
-       "      <td>9.439231</td>\n",
-       "      <td>9.665671</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16520</th>\n",
-       "      <td>MOCS1P1</td>\n",
-       "      <td>9.082629</td>\n",
-       "      <td>20.300480</td>\n",
-       "      <td>8.944053</td>\n",
-       "      <td>8.454191</td>\n",
-       "      <td>15.459555</td>\n",
-       "      <td>8.817231</td>\n",
-       "      <td>15.887081</td>\n",
-       "      <td>9.092411</td>\n",
-       "      <td>8.276626</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.732682</td>\n",
-       "      <td>16.380631</td>\n",
-       "      <td>16.597475</td>\n",
-       "      <td>8.950884</td>\n",
-       "      <td>9.338288</td>\n",
-       "      <td>11.514860</td>\n",
-       "      <td>11.391156</td>\n",
-       "      <td>10.250162</td>\n",
-       "      <td>9.472303</td>\n",
-       "      <td>9.672026</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16521</th>\n",
-       "      <td>HPR</td>\n",
-       "      <td>6.918507</td>\n",
-       "      <td>6.859290</td>\n",
-       "      <td>6.328432</td>\n",
-       "      <td>6.455767</td>\n",
-       "      <td>6.315993</td>\n",
-       "      <td>6.929715</td>\n",
-       "      <td>6.410461</td>\n",
-       "      <td>7.542764</td>\n",
-       "      <td>6.288020</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.965933</td>\n",
-       "      <td>6.557487</td>\n",
-       "      <td>6.343557</td>\n",
-       "      <td>7.756943</td>\n",
-       "      <td>7.467192</td>\n",
-       "      <td>7.822919</td>\n",
-       "      <td>7.450805</td>\n",
-       "      <td>6.323884</td>\n",
-       "      <td>5.544207</td>\n",
-       "      <td>7.083521</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16522</th>\n",
-       "      <td>MIA</td>\n",
-       "      <td>12.032707</td>\n",
-       "      <td>10.701539</td>\n",
-       "      <td>10.921862</td>\n",
-       "      <td>10.193828</td>\n",
-       "      <td>12.463192</td>\n",
-       "      <td>272.015510</td>\n",
-       "      <td>43.154510</td>\n",
-       "      <td>11.238805</td>\n",
-       "      <td>11.384224</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.152274</td>\n",
-       "      <td>17.263101</td>\n",
-       "      <td>14.022991</td>\n",
-       "      <td>17.139529</td>\n",
-       "      <td>27.446201</td>\n",
-       "      <td>12.622544</td>\n",
-       "      <td>13.134612</td>\n",
-       "      <td>19.407844</td>\n",
-       "      <td>14.459044</td>\n",
-       "      <td>1797.128295</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16523</th>\n",
-       "      <td>LINC00514</td>\n",
-       "      <td>12.691472</td>\n",
-       "      <td>8.300361</td>\n",
-       "      <td>9.361942</td>\n",
-       "      <td>8.638623</td>\n",
-       "      <td>9.749796</td>\n",
-       "      <td>9.418388</td>\n",
-       "      <td>8.599098</td>\n",
-       "      <td>9.370882</td>\n",
-       "      <td>9.875865</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.888951</td>\n",
-       "      <td>8.764434</td>\n",
-       "      <td>9.602715</td>\n",
-       "      <td>10.642282</td>\n",
-       "      <td>10.346439</td>\n",
-       "      <td>10.484828</td>\n",
-       "      <td>8.090270</td>\n",
-       "      <td>17.545651</td>\n",
-       "      <td>7.521271</td>\n",
-       "      <td>10.608866</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16524</th>\n",
-       "      <td>OR1D5</td>\n",
-       "      <td>8.779856</td>\n",
-       "      <td>10.038890</td>\n",
-       "      <td>10.030414</td>\n",
-       "      <td>7.578449</td>\n",
-       "      <td>11.112305</td>\n",
-       "      <td>11.398975</td>\n",
-       "      <td>11.642730</td>\n",
-       "      <td>10.610319</td>\n",
-       "      <td>9.409991</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.013691</td>\n",
-       "      <td>13.974091</td>\n",
-       "      <td>17.789204</td>\n",
-       "      <td>7.611322</td>\n",
-       "      <td>17.953581</td>\n",
-       "      <td>10.572261</td>\n",
-       "      <td>14.331276</td>\n",
-       "      <td>9.330626</td>\n",
-       "      <td>8.669846</td>\n",
-       "      <td>9.255369</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16525</th>\n",
-       "      <td>ZNF234</td>\n",
-       "      <td>28.664009</td>\n",
-       "      <td>23.760209</td>\n",
-       "      <td>18.567775</td>\n",
-       "      <td>16.688249</td>\n",
-       "      <td>29.226379</td>\n",
-       "      <td>20.503206</td>\n",
-       "      <td>24.859996</td>\n",
-       "      <td>18.332375</td>\n",
-       "      <td>26.873040</td>\n",
-       "      <td>...</td>\n",
-       "      <td>18.513292</td>\n",
-       "      <td>18.961432</td>\n",
-       "      <td>11.698750</td>\n",
-       "      <td>19.376497</td>\n",
-       "      <td>18.354288</td>\n",
-       "      <td>23.272343</td>\n",
-       "      <td>16.707697</td>\n",
-       "      <td>25.747674</td>\n",
-       "      <td>17.142986</td>\n",
-       "      <td>17.100517</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16526</th>\n",
-       "      <td>MYH4</td>\n",
-       "      <td>6.185679</td>\n",
-       "      <td>6.884926</td>\n",
-       "      <td>6.078030</td>\n",
-       "      <td>6.145540</td>\n",
-       "      <td>5.465583</td>\n",
-       "      <td>7.132479</td>\n",
-       "      <td>6.044896</td>\n",
-       "      <td>6.475425</td>\n",
-       "      <td>6.233435</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.251847</td>\n",
-       "      <td>7.352328</td>\n",
-       "      <td>5.951120</td>\n",
-       "      <td>5.870706</td>\n",
-       "      <td>6.286081</td>\n",
-       "      <td>6.042166</td>\n",
-       "      <td>5.440513</td>\n",
-       "      <td>6.079033</td>\n",
-       "      <td>5.780842</td>\n",
-       "      <td>6.655071</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16527</th>\n",
-       "      <td>LINC00526</td>\n",
-       "      <td>110.425145</td>\n",
-       "      <td>39.888776</td>\n",
-       "      <td>8.833626</td>\n",
-       "      <td>8.900557</td>\n",
-       "      <td>12.576511</td>\n",
-       "      <td>47.647336</td>\n",
-       "      <td>37.085502</td>\n",
-       "      <td>18.271588</td>\n",
-       "      <td>17.313812</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.998876</td>\n",
-       "      <td>34.114570</td>\n",
-       "      <td>11.426724</td>\n",
-       "      <td>35.361134</td>\n",
-       "      <td>24.331695</td>\n",
-       "      <td>34.246447</td>\n",
-       "      <td>18.941097</td>\n",
-       "      <td>33.938338</td>\n",
-       "      <td>31.693689</td>\n",
-       "      <td>20.565258</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16528</th>\n",
-       "      <td>KRT18P55</td>\n",
-       "      <td>10.064016</td>\n",
-       "      <td>7.959133</td>\n",
-       "      <td>7.395121</td>\n",
-       "      <td>14.046309</td>\n",
-       "      <td>10.648559</td>\n",
-       "      <td>7.998002</td>\n",
-       "      <td>7.421796</td>\n",
-       "      <td>10.982643</td>\n",
-       "      <td>7.812968</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.562731</td>\n",
-       "      <td>10.010432</td>\n",
-       "      <td>9.524358</td>\n",
-       "      <td>8.231881</td>\n",
-       "      <td>9.026219</td>\n",
-       "      <td>10.152220</td>\n",
-       "      <td>10.648353</td>\n",
-       "      <td>12.470003</td>\n",
-       "      <td>8.831391</td>\n",
-       "      <td>7.608029</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16529</th>\n",
-       "      <td>POLRMTP1</td>\n",
-       "      <td>8.758575</td>\n",
-       "      <td>9.586355</td>\n",
-       "      <td>9.039474</td>\n",
-       "      <td>8.423571</td>\n",
-       "      <td>9.276274</td>\n",
-       "      <td>10.425989</td>\n",
-       "      <td>9.190263</td>\n",
-       "      <td>7.106077</td>\n",
-       "      <td>8.930525</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.838728</td>\n",
-       "      <td>7.935110</td>\n",
-       "      <td>11.426698</td>\n",
-       "      <td>9.542098</td>\n",
-       "      <td>8.810404</td>\n",
-       "      <td>8.041709</td>\n",
-       "      <td>8.508124</td>\n",
-       "      <td>7.197547</td>\n",
-       "      <td>7.124755</td>\n",
-       "      <td>7.047236</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16530</th>\n",
-       "      <td>UBL5P2</td>\n",
-       "      <td>1014.544078</td>\n",
-       "      <td>512.999579</td>\n",
-       "      <td>553.808337</td>\n",
-       "      <td>994.814559</td>\n",
-       "      <td>981.590689</td>\n",
-       "      <td>420.167311</td>\n",
-       "      <td>673.943381</td>\n",
-       "      <td>879.015640</td>\n",
-       "      <td>712.913048</td>\n",
-       "      <td>...</td>\n",
-       "      <td>772.704052</td>\n",
-       "      <td>727.126167</td>\n",
-       "      <td>986.195846</td>\n",
-       "      <td>948.986581</td>\n",
-       "      <td>1037.551842</td>\n",
-       "      <td>644.569877</td>\n",
-       "      <td>1713.405686</td>\n",
-       "      <td>373.430458</td>\n",
-       "      <td>955.789824</td>\n",
-       "      <td>538.179233</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16531</th>\n",
-       "      <td>TBC1D3P5</td>\n",
-       "      <td>8.419436</td>\n",
-       "      <td>8.001009</td>\n",
-       "      <td>7.548942</td>\n",
-       "      <td>9.556614</td>\n",
-       "      <td>10.527754</td>\n",
-       "      <td>11.293640</td>\n",
-       "      <td>9.148307</td>\n",
-       "      <td>9.543633</td>\n",
-       "      <td>8.833999</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.609316</td>\n",
-       "      <td>9.559265</td>\n",
-       "      <td>9.125935</td>\n",
-       "      <td>8.910978</td>\n",
-       "      <td>10.250768</td>\n",
-       "      <td>10.818368</td>\n",
-       "      <td>9.972426</td>\n",
-       "      <td>9.028677</td>\n",
-       "      <td>9.471302</td>\n",
-       "      <td>10.017959</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>16532 rows × 1019 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      Gene symbol       906826       687983      910927     1240138  \\\n",
-       "0          TSPAN6   198.366304   187.230436  419.444908  222.419924   \n",
-       "1            TNMD     7.806009     6.857659    6.248491    7.051465   \n",
-       "2            DPM1  1332.160907  3583.966033  942.750905  944.541755   \n",
-       "3           SCYL3    12.250715    16.759262   15.521864   16.722300   \n",
-       "4        C1orf112    10.415653    13.291985    9.425833   11.781195   \n",
-       "...           ...          ...          ...         ...         ...   \n",
-       "16527   LINC00526   110.425145    39.888776    8.833626    8.900557   \n",
-       "16528    KRT18P55    10.064016     7.959133    7.395121   14.046309   \n",
-       "16529    POLRMTP1     8.758575     9.586355    9.039474    8.423571   \n",
-       "16530      UBL5P2  1014.544078   512.999579  553.808337  994.814559   \n",
-       "16531    TBC1D3P5     8.419436     8.001009    7.548942    9.556614   \n",
-       "\n",
-       "           1240139      906792       910688      1240135      1290812  ...  \\\n",
-       "0       212.198047  134.786621     9.748621   124.638529    61.522661  ...   \n",
-       "1         7.769056    7.411045     7.101891     7.334766     6.439167  ...   \n",
-       "2      1368.936470  875.514199  1229.950967  1181.113002  1260.479567  ...   \n",
-       "3        20.273176   19.305001    62.603333    13.132165    14.401152  ...   \n",
-       "4        14.324103   14.074927     8.066077     9.636096    10.216540  ...   \n",
-       "...            ...         ...          ...          ...          ...  ...   \n",
-       "16527    12.576511   47.647336    37.085502    18.271588    17.313812  ...   \n",
-       "16528    10.648559    7.998002     7.421796    10.982643     7.812968  ...   \n",
-       "16529     9.276274   10.425989     9.190263     7.106077     8.930525  ...   \n",
-       "16530   981.590689  420.167311   673.943381   879.015640   712.913048  ...   \n",
-       "16531    10.527754   11.293640     9.148307     9.543633     8.833999  ...   \n",
-       "\n",
-       "            753584       907044       998184       908145      1659787  \\\n",
-       "0       137.724074     9.425070     8.218597   331.582284   122.121882   \n",
-       "1         6.958841     6.704533     7.870230     7.222767     6.158717   \n",
-       "2      1434.652440  1392.007683  1271.188200  1403.516091  1368.590676   \n",
-       "3        12.967555    24.658494    20.372112    14.501411    15.428870   \n",
-       "4        13.240021    15.430837    13.992517     9.170420    14.072733   \n",
-       "...            ...          ...          ...          ...          ...   \n",
-       "16527    19.998876    34.114570    11.426724    35.361134    24.331695   \n",
-       "16528     9.562731    10.010432     9.524358     8.231881     9.026219   \n",
-       "16529     6.838728     7.935110    11.426698     9.542098     8.810404   \n",
-       "16530   772.704052   727.126167   986.195846   948.986581  1037.551842   \n",
-       "16531    10.609316     9.559265     9.125935     8.910978    10.250768   \n",
-       "\n",
-       "           1298157      1480372      1298533      930299     905954.1  \n",
-       "0       347.682936   343.203766   272.338050    8.647798   142.333051  \n",
-       "1         6.230190     7.360939     5.740469    7.313022     7.131893  \n",
-       "2      2824.425590  1507.327754  1773.950376  938.297720  1768.387206  \n",
-       "3        21.493812    11.715849    21.755929   19.250548    17.154241  \n",
-       "4        20.889876    18.990272     8.405648    9.383959    10.821246  \n",
-       "...            ...          ...          ...         ...          ...  \n",
-       "16527    34.246447    18.941097    33.938338   31.693689    20.565258  \n",
-       "16528    10.152220    10.648353    12.470003    8.831391     7.608029  \n",
-       "16529     8.041709     8.508124     7.197547    7.124755     7.047236  \n",
-       "16530   644.569877  1713.405686   373.430458  955.789824   538.179233  \n",
-       "16531    10.818368     9.972426     9.028677    9.471302    10.017959  \n",
-       "\n",
-       "[16532 rows x 1019 columns]"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "YY"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Running mixer with subjects (Count: 1019)...\n",
-      "Normalizing data\n",
-      "Processing...\n",
-      "------------------------------------------------------------------------------------------------------------------------------------------------------\n",
-      "\n",
-      "Subject: 910927 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Subject: 906826 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Subject: 1240138 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Subject: 687983 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1240138\n",
-      "Iter: 1 Subject: 906826Iter: 1 Subject: 687983\n",
-      "\n",
-      "Iter: 1 Subject: 910927\n",
-      "Iter: 2 Subject: 906826\n",
-      "Iter: 2 Subject: 1240138\n",
-      "Iter: 2 Subject: 910927\n",
-      "Iter: 2 Subject: 687983\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240139 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910927\n",
-      "Iter: 3 Subject: 1240138\n",
-      "Iter: 3 Subject: 687983\n",
-      "Iter: 1 Subject: 1240139\n",
-      "--------------------------------------------------\n",
-      "Subject: 906792 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 687983\n",
-      "Subject: 910688 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240139\n",
-      "Subject: 1240135 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906792\n",
-      "Iter: 1 Subject: 910688\n",
-      "Iter: 3 Subject: 1240139\n",
-      "Iter: 2 Subject: 906792\n",
-      "Iter: 1 Subject: 1240135\n",
-      "--------------------------------------------------Iter: 2 Subject: 910688\n",
-      "\n",
-      "Subject: 1290812 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906792\n",
-      "Iter: 2 Subject: 1240135\n",
-      "--------------------------------------------------\n",
-      "Subject: 907045 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Iter: 3 Subject: 910688\n",
-      "\n",
-      "Iter: 1 Subject: 1290812Subject: 906861 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907045\n",
-      "Iter: 2 Subject: 1290812\n",
-      "Iter: 1 Subject: 906861\n",
-      "Iter: 4 Subject: 910688\n",
-      "--------------------------------------------------\n",
-      "Subject: 906830 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 2 Subject: 907045\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 909750 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906861\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240137 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906830--------------------------------------------------\n",
-      "\n",
-      "Subject: 753552 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909750\n",
-      "Iter: 1 Subject: 1240137\n",
-      "Iter: 2 Subject: 906830\n",
-      "Iter: 1 Subject: 753552\n",
-      "Iter: 2 Subject: 909750Iter: 2 Subject: 1240137\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 907065 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906830\n",
-      "Iter: 2 Subject: 753552\n",
-      "--------------------------------------------------\n",
-      "Subject: 925338 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290809 Nro. Processor: <_MainProcess(MainProcess, started)>Iter: 1 Subject: 907065\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 753552\n",
-      "Iter: 1 Subject: 925338\n",
-      "Iter: 2 Subject: 907065\n",
-      "Iter: 1 Subject: 1290809\n",
-      "--------------------------------------------------\n",
-      "Subject: 949158 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 925338Subject: 924110 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290809\n",
-      "Iter: 1 Subject: 949158\n",
-      "Iter: 1 Subject: 924110--------------------------------------------------\n",
-      "\n",
-      "Subject: 907172 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 949158\n",
-      "Iter: 1 Subject: 1240134\n",
-      "--------------------------------------------------\n",
-      "Subject: 687452 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 924110\n",
-      "Iter: 1 Subject: 907172\n",
-      "Iter: 2 Subject: 1240134\n",
-      "Iter: 3 Subject: 924110Iter: 2 Subject: 907172\n",
-      "\n",
-      "Iter: 1 Subject: 687452\n",
-      "Iter: 3 Subject: 1240134\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298134 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 905947 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 907058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687452\n",
-      "Iter: 1 Subject: 905947\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1298134\n",
-      "Subject: 1290814 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907058\n",
-      "--------------------------------------------------\n",
-      "Subject: 905975 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905947\n",
-      "Iter: 2 Subject: 907058\n",
-      "Iter: 1 Subject: 1290814\n",
-      "--------------------------------------------------\n",
-      "Subject: 905939 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 910704 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1290814\n",
-      "Iter: 1 Subject: 905975\n",
-      "Iter: 1 Subject: 905939\n",
-      "--------------------------------------------------\n",
-      "Subject: 908460 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910704\n",
-      "Iter: 2 Subject: 905975\n",
-      "Iter: 2 Subject: 905939\n",
-      "Iter: 1 Subject: 908460\n",
-      "--------------------------------------------------\n",
-      "Subject: 909745 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 905939\n",
-      "Iter: 2 Subject: 910704\n",
-      "--------------------------------------------------\n",
-      "Subject: 907173 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 908460\n",
-      "--------------------------------------------------\n",
-      "Subject: 905936 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909745\n",
-      "Iter: 3 Subject: 910704\n",
-      "Iter: 1 Subject: 907173Iter: 1 Subject: 905936\n",
-      "\n",
-      "Iter: 4 Subject: 910704Iter: 2 Subject: 909745\n",
-      "\n",
-      "Iter: 2 Subject: 907173\n",
-      "Iter: 2 Subject: 905936\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------Subject: 1303896 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "Subject: 907320 Nro. Processor: <_MainProcess(MainProcess, started)>--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 907173\n",
-      "--------------------------------------------------\n",
-      "Subject: 688058 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 907320Subject: 905974 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 1303896\n",
-      "\n",
-      "Iter: 2 Subject: 907320\n",
-      "Iter: 2 Subject: 1303896\n",
-      "Iter: 1 Subject: 688058\n",
-      "Iter: 1 Subject: 905974\n",
-      "--------------------------------------------------\n",
-      "Subject: 907060 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1303896\n",
-      "Iter: 2 Subject: 688058\n",
-      "Iter: 2 Subject: 905974\n",
-      "Iter: 1 Subject: 907060\n",
-      "--------------------------------------------------\n",
-      "Subject: 908470 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 908465 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 906746 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 907060\n",
-      "Iter: 1 Subject: 908465\n",
-      "--------------------------------------------------Iter: 1 Subject: 908470\n",
-      "\n",
-      "Subject: 909703 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 906746\n",
-      "Iter: 2 Subject: 908470Iter: 2 Subject: 908465\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 724855 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 909703\n",
-      "Iter: 2 Subject: 906746\n",
-      "Iter: 3 Subject: 908465\n",
-      "Iter: 1 Subject: 724855Iter: 2 Subject: 909703\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 724831 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906746\n",
-      "Iter: 2 Subject: 724855\n",
-      "Iter: 3 Subject: 909703\n",
-      "--------------------------------------------------\n",
-      "Subject: 906813 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 946359 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 909707 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 724831\n",
-      "Iter: 2 Subject: 724831\n",
-      "Iter: 1 Subject: 906813\n",
-      "Iter: 1 Subject: 946359\n",
-      "Iter: 1 Subject: 909707\n",
-      "Iter: 3 Subject: 724831\n",
-      "Iter: 2 Subject: 906813\n",
-      "Iter: 2 Subject: 909707\n",
-      "Iter: 2 Subject: 946359\n",
-      "--------------------------------------------------\n",
-      "Subject: 910399 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 687816 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 946359\n",
-      "Iter: 3 Subject: 909707\n",
-      "--------------------------------------------------\n",
-      "Subject: 907794 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 909698 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910399\n",
-      "Iter: 1 Subject: 687816\n",
-      "Iter: 2 Subject: 910399\n",
-      "Iter: 1 Subject: 909698\n",
-      "Iter: 1 Subject: 907794\n",
-      "Iter: 3 Subject: 910399\n",
-      "Iter: 2 Subject: 909698Iter: 2 Subject: 907794\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 910903 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 687816\n",
-      "--------------------------------------------------\n",
-      "Subject: 910952 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 909698\n",
-      "Iter: 3 Subject: 687816Iter: 1 Subject: 910903\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 910952Subject: 909784 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910903\n",
-      "Iter: 4 Subject: 687816\n",
-      "Iter: 2 Subject: 910952\n",
-      "Iter: 1 Subject: 909784\n",
-      "Iter: 3 Subject: 910903\n",
-      "--------------------------------------------------\n",
-      "Subject: 724873 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 910952\n",
-      "Iter: 2 Subject: 909784\n",
-      "--------------------------------------------------\n",
-      "Subject: 684055 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 906815 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 724873\n",
-      "Iter: 3 Subject: 909784\n",
-      "Iter: 1 Subject: 684055Iter: 1 Subject: 906815\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 724873Subject: 906834 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906815\n",
-      "--------------------------------------------------Iter: 2 Subject: 684055\n",
-      "Subject: 906798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 910079 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 684055\n",
-      "Iter: 1 Subject: 906834\n",
-      "--------------------------------------------------Iter: 1 Subject: 906798\n",
-      "\n",
-      "Subject: 908462 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 906834Iter: 1 Subject: 910079\n",
-      "\n",
-      "Iter: 2 Subject: 906798\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290798 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 910079\n",
-      "Iter: 1 Subject: 908462\n",
-      "--------------------------------------------------\n",
-      "Subject: 905976 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 906798\n",
-      "Iter: 1 Subject: 1290798--------------------------------------------------\n",
-      "Subject: 906844 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 2 Subject: 908462\n",
-      "Iter: 1 Subject: 905976--------------------------------------------------\n",
-      "Subject: 1240212 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "\n",
-      "Iter: 1 Subject: 906844\n",
-      "Iter: 2 Subject: 1290798\n",
-      "Iter: 2 Subject: 905976\n",
-      "Iter: 2 Subject: 906844Iter: 1 Subject: 1240212\n",
-      "\n",
-      "Iter: 3 Subject: 1290798\n",
-      "Iter: 3 Subject: 905976\n",
-      "--------------------------------------------------\n",
-      "Subject: 1298151 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240212\n",
-      "--------------------------------------------------\n",
-      "Subject: 906817 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1290798\n",
-      "Iter: 1 Subject: 1298151\n",
-      "Iter: 3 Subject: 1240212\n",
-      "--------------------------------------------------\n",
-      "Subject: 1503367 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1298151\n",
-      "Iter: 1 Subject: 906817\n",
-      "--------------------------------------------------\n",
-      "Subject: 753541 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1298151\n",
-      "Iter: 1 Subject: 1503367\n",
-      "Iter: 2 Subject: 906817\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290730 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 753541\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Iter: 3 Subject: 906817\n",
-      "Iter: 2 Subject: 1503367\n",
-      "Iter: 2 Subject: 753541\n",
-      "Iter: 1 Subject: 1290730\n",
-      "--------------------------------------------------\n",
-      "Subject: 905977 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 3 Subject: 1503367\n",
-      "Iter: 3 Subject: 753541\n",
-      "Iter: 2 Subject: 1290730\n",
-      "--------------------------------------------------\n",
-      "Subject: 909255 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 905977--------------------------------------------------\n",
-      "Subject: 1240131 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 1240141 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 905977\n",
-      "Iter: 1 Subject: 1240131\n",
-      "Iter: 1 Subject: 909255\n",
-      "Iter: 3 Subject: 905977\n",
-      "Iter: 1 Subject: 1240141\n",
-      "--------------------------------------------------\n",
-      "Subject: 1290810 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "Iter: 2 Subject: 1240131\n",
-      "--------------------------------------------------\n",
-      "Iter: 2 Subject: 1240141\n",
-      "Iter: 2 Subject: 909255\n",
-      "Iter: 3 Subject: 1240131\n",
-      "Iter: 1 Subject: 1290810\n",
-      "Iter: 3 Subject: 909255Iter: 3 Subject: 1240141\n",
-      "\n",
-      "--------------------------------------------------\n",
-      "Subject: 753618 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "--------------------------------------------------\n",
-      "Subject: 687829 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 4 Subject: 1240141Iter: 2 Subject: 1290810\n",
-      "\n",
-      "Iter: 1 Subject: 753618\n",
-      "--------------------------------------------------\n",
-      "Subject: 949155 Nro. Processor: <_MainProcess(MainProcess, started)>\n",
-      "--------------------------------------------------\n",
-      "Iter: 1 Subject: 687829\n",
-      "Iter: 3 Subject: 1290810\n",
-      "Iter: 2 Subject: 753618\n",
-      "Iter: 2 Subject: 687829Iter: 1 Subject: 949155\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Run Mixer Function\n",
-    "if __name__ == '__main__':\n",
-    "    result, pValues = Mixture.Mixture(X, YY , cores, iters, output)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'result' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-1-a531fa3f2ea3>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0moo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSubjects\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMIXprop\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_numpy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcopy\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0moo\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'result' is not defined"
-     ]
-    }
-   ],
-   "source": [
-    "oo = result.Subjects[0].MIXprop[0].to_numpy(copy = True)\n",
-    "oo"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "a = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
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-       "        0.56230175, 0.93644457, 0.54997657, 0.66715859],\n",
-       "       [0.09743038, 0.1289198 , 0.09674959, 0.30925149, 0.11220227,\n",
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-       "       [0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        , 0.        ,\n",
-       "        0.        , 0.        , 0.        , 0.        ],\n",
-       "       [0.        , 0.11802777, 0.        , 0.18748422, 0.10233414,\n",
-       "        0.26288403, 0.05838125, 0.        , 0.10435198, 0.13137347,\n",
-       "        0.12470417, 0.        , 0.30917694, 0.15357514],\n",
-       "       [0.        , 0.03935852, 0.03918719, 0.03351531, 0.02165916,\n",
-       "        0.05041099, 0.05919139, 0.        , 0.        , 0.02168938,\n",
-       "        0.02225037, 0.        , 0.02888156, 0.04369827],\n",
-       "       [0.        , 0.        , 0.06816806, 0.        , 0.        ,\n",
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-       "        0.        , 0.        , 0.        , 0.        ]])"
-      ]
-     },
-     "execution_count": 37,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.transpose(a)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>B.cells</th>\n",
-       "      <th>Macrophages.M1</th>\n",
-       "      <th>Macrophages.M2</th>\n",
-       "      <th>Monocytes</th>\n",
-       "      <th>Neutrophils</th>\n",
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-       "      <th>T.cells.CD8</th>\n",
-       "      <th>Tregs</th>\n",
-       "      <th>Dendritic.cells</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td>GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz</td>\n",
-       "      <td>0.902570</td>\n",
-       "      <td>0.097430</td>\n",
-       "      <td>0.000000</td>\n",
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-       "      <td>GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz</td>\n",
-       "      <td>0.713694</td>\n",
-       "      <td>0.128920</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz</td>\n",
-       "      <td>0.795895</td>\n",
-       "      <td>0.096750</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.039187</td>\n",
-       "      <td>0.068168</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz</td>\n",
-       "      <td>0.469749</td>\n",
-       "      <td>0.309251</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz</td>\n",
-       "      <td>0.601933</td>\n",
-       "      <td>0.112202</td>\n",
-       "      <td>0.161871</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.102334</td>\n",
-       "      <td>0.021659</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz</td>\n",
-       "      <td>0.493989</td>\n",
-       "      <td>0.126790</td>\n",
-       "      <td>0.065926</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.262884</td>\n",
-       "      <td>0.050411</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz</td>\n",
-       "      <td>0.709893</td>\n",
-       "      <td>0.145104</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.058381</td>\n",
-       "      <td>0.059191</td>\n",
-       "      <td>0.027429</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz</td>\n",
-       "      <td>0.884723</td>\n",
-       "      <td>0.055305</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.059972</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz</td>\n",
-       "      <td>0.895648</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz</td>\n",
-       "      <td>0.672551</td>\n",
-       "      <td>0.153535</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.131373</td>\n",
-       "      <td>0.021689</td>\n",
-       "      <td>0.020851</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz</td>\n",
-       "      <td>0.562302</td>\n",
-       "      <td>0.086736</td>\n",
-       "      <td>0.204008</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.124704</td>\n",
-       "      <td>0.022250</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz</td>\n",
-       "      <td>0.936445</td>\n",
-       "      <td>0.011616</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
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-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.051939</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz</td>\n",
-       "      <td>0.549977</td>\n",
-       "      <td>0.045951</td>\n",
-       "      <td>0.066014</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.309177</td>\n",
-       "      <td>0.028882</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
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-       "    <tr>\n",
-       "      <td>GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz</td>\n",
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-      ],
-      "text/plain": [
-       "                                                        B.cells  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.902570   \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.713694   \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.795895   \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.469749   \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.601933   \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.493989   \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.709893   \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.884723   \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.895648   \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.672551   \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.562302   \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.936445   \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.549977   \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.667159   \n",
-       "\n",
-       "                                                       Macrophages.M1  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.097430         \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.128920         \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.096750         \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.309251         \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.112202         \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.126790         \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.145104         \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.055305         \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.153535         \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.086736         \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.011616         \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.045951         \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.135568         \n",
-       "\n",
-       "                                                       Macrophages.M2  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000         \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.000000         \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.000000         \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.000000         \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.161871         \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.065926         \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.000000         \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000         \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000         \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.000000         \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.204008         \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000         \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.066014         \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.000000         \n",
-       "\n",
-       "                                                       Monocytes  Neutrophils  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0        0.0           \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0        0.0           \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0        0.0           \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0        0.0           \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0        0.0           \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0        0.0           \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0        0.0           \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0        0.0           \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0        0.0           \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0        0.0           \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0        0.0           \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0        0.0           \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0        0.0           \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0        0.0           \n",
-       "\n",
-       "                                                       NK.cells  T.cells.CD4  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0       0.000000      \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0       0.118028      \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0       0.000000      \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0       0.187484      \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0       0.102334      \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0       0.262884      \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0       0.058381      \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0       0.000000      \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0       0.104352      \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0       0.131373      \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0       0.124704      \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0       0.000000      \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0       0.309177      \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0       0.153575      \n",
-       "\n",
-       "                                                       T.cells.CD8     Tregs  \\\n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.000000     0.000000   \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.039359     0.000000   \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.039187     0.068168   \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.033515     0.000000   \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.021659     0.000000   \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.050411     0.000000   \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.059191     0.027429   \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.000000     0.059972   \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.000000     0.000000   \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.021689     0.020851   \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.022250     0.000000   \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.000000     0.051939   \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.028882     0.000000   \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.043698     0.000000   \n",
-       "\n",
-       "                                                       Dendritic.cells  \n",
-       "GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz  0.0              \n",
-       "GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz  0.0              \n",
-       "GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz   0.0              \n",
-       "GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz   0.0              \n",
-       "GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz   0.0              \n",
-       "GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz   0.0              \n",
-       "GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz   0.0              \n",
-       "GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz   0.0              \n",
-       "GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz   0.0              \n",
-       "GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz   0.0              \n",
-       "GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz   0.0              \n",
-       "GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz   0.0              \n",
-       "GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz   0.0              \n",
-       "GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz   0.0              "
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "result.Subjects[0].MIXprop[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 56,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[{'index': 'GSM1587831_FL_lymph_node_biopsy_untreated_1063.CEL.gz',\n",
-       "  'RMSEa': 0.7356467701374008,\n",
-       "  'RMSEp': 1.3580584756979353,\n",
-       "  'Ra': 0.7659924064451571,\n",
-       "  'Rp': 0.7659924064451571,\n",
-       "  'BestParams': 0.25,\n",
-       "  'Iter': 4,\n",
-       "  'IscBySbj': 1.3614559595090132,\n",
-       "  'IscPob': 1.4338058519231907},\n",
-       " {'index': 'GSM1587832_FL_lymph_node_biopsy_untreated_1080.CEL.gz',\n",
-       "  'RMSEa': 0.7505897249244129,\n",
-       "  'RMSEp': 1.090406026517986,\n",
-       "  'Ra': 0.7110050497112939,\n",
-       "  'Rp': 0.7110050497112943,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4812507549846523,\n",
-       "  'IscPob': 1.7360281133525028},\n",
-       " {'index': 'GSM1587833_FL_lymph_node_biopsy_untreated_575.CEL.gz',\n",
-       "  'RMSEa': 0.732099068814191,\n",
-       "  'RMSEp': 1.2091834335647023,\n",
-       "  'Ra': 0.7288513928726023,\n",
-       "  'Rp': 0.7288513928726023,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.5709810234715755,\n",
-       "  'IscPob': 1.3941344285023054},\n",
-       " {'index': 'GSM1587834_FL_lymph_node_biopsy_untreated_581.CEL.gz',\n",
-       "  'RMSEa': 0.7275200560756733,\n",
-       "  'RMSEp': 0.7677020173040355,\n",
-       "  'Ra': 0.7341321745726567,\n",
-       "  'Rp': 0.7341321745726567,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.6949098559698745,\n",
-       "  'IscPob': 1.6767992068424078},\n",
-       " {'index': 'GSM1587835_FL_lymph_node_biopsy_untreated_598.CEL.gz',\n",
-       "  'RMSEa': 0.7645339483233782,\n",
-       "  'RMSEp': 0.9480152081799849,\n",
-       "  'Ra': 0.7073580843178506,\n",
-       "  'Rp': 0.7073580843178509,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4244382418785955,\n",
-       "  'IscPob': 1.4254052018177612},\n",
-       " {'index': 'GSM1587836_FL_lymph_node_biopsy_untreated_639.CEL.gz',\n",
-       "  'RMSEa': 0.8357526440717506,\n",
-       "  'RMSEp': 0.9220692012485019,\n",
-       "  'Ra': 0.603599701930536,\n",
-       "  'Rp': 0.6035997019305361,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 4,\n",
-       "  'IscBySbj': 1.5198711858383502,\n",
-       "  'IscPob': 1.7544527697105345},\n",
-       " {'index': 'GSM1587837_FL_lymph_node_biopsy_untreated_664.CEL.gz',\n",
-       "  'RMSEa': 0.7890824338319162,\n",
-       "  'RMSEp': 1.1467157955213947,\n",
-       "  'Ra': 0.662757463529935,\n",
-       "  'Rp': 0.6627574635299351,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.5299931536787006,\n",
-       "  'IscPob': 1.5963206231304197},\n",
-       " {'index': 'GSM1587838_FL_lymph_node_biopsy_untreated_666.CEL.gz',\n",
-       "  'RMSEa': 0.8181283890228448,\n",
-       "  'RMSEp': 1.5053263997506567,\n",
-       "  'Ra': 0.6158581588113806,\n",
-       "  'Rp': 0.6158581588113806,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4666248239439506,\n",
-       "  'IscPob': 1.3107743675863595},\n",
-       " {'index': 'GSM1587839_FL_lymph_node_biopsy_untreated_695.CEL.gz',\n",
-       "  'RMSEa': 0.738484399659218,\n",
-       "  'RMSEp': 1.4016467133867787,\n",
-       "  'Ra': 0.717762987535987,\n",
-       "  'Rp': 0.7177629875359868,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.3038483337900335,\n",
-       "  'IscPob': 1.1124117209595081},\n",
-       " {'index': 'GSM1587840_FL_lymph_node_biopsy_untreated_706.CEL.gz',\n",
-       "  'RMSEa': 0.8444033804632818,\n",
-       "  'RMSEp': 1.0593343920275025,\n",
-       "  'Ra': 0.6840760505412941,\n",
-       "  'Rp': 0.6840760505412938,\n",
-       "  'BestParams': 0.5,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.4653159078042208,\n",
-       "  'IscPob': 1.3889594811732004},\n",
-       " {'index': 'GSM1587841_FL_lymph_node_biopsy_untreated_726.CEL.gz',\n",
-       "  'RMSEa': 0.7574527293730309,\n",
-       "  'RMSEp': 0.9156376633520333,\n",
-       "  'Ra': 0.6965434899346512,\n",
-       "  'Rp': 0.6965434899346511,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.3842983256700507,\n",
-       "  'IscPob': 1.267873749017242},\n",
-       " {'index': 'GSM1587842_FL_lymph_node_biopsy_untreated_731.CEL.gz',\n",
-       "  'RMSEa': 0.7272371774257491,\n",
-       "  'RMSEp': 1.4552726472482724,\n",
-       "  'Ra': 0.7387176417109829,\n",
-       "  'Rp': 0.7387176417109832,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.6252912321302102,\n",
-       "  'IscPob': 1.6694893908251813},\n",
-       " {'index': 'GSM1587843_FL_lymph_node_biopsy_untreated_944.CEL.gz',\n",
-       "  'RMSEa': 0.7754653074972279,\n",
-       "  'RMSEp': 0.9107204618211545,\n",
-       "  'Ra': 0.665374889094444,\n",
-       "  'Rp': 0.665374889094444,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.6102328167574849,\n",
-       "  'IscPob': 1.514096545250108},\n",
-       " {'index': 'GSM1587844_FL_lymph_node_biopsy_untreated_959.CEL.gz',\n",
-       "  'RMSEa': 0.817035910688728,\n",
-       "  'RMSEp': 1.132628635352565,\n",
-       "  'Ra': 0.6139840261413105,\n",
-       "  'Rp': 0.6139840261413106,\n",
-       "  'BestParams': 0.75,\n",
-       "  'Iter': 3,\n",
-       "  'IscBySbj': 1.461235334393658,\n",
-       "  'IscPob': 1.5882348967389759}]"
-      ]
-     },
-     "execution_count": 56,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "absolute = result.Subjects[0].MIXabs[0].reset_index().to_dict('records')\n",
-    "proportions = result.Subjects[0].MIXprop[0].reset_index().to_dict('records')\n",
-    "metrics = result.Subjects[0].ACCmetrix[0].reset_index().to_dict('records')\n",
-    "metrics.to_dict('records')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 47,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "1.7015024184163652"
-      ]
-     },
-     "execution_count": 47,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)+2*np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'subject' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-6-82ca5fad9298>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Getting Real Betas Matrix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mvector\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msubject\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'V'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mx\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msubject\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mBetas\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumn_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvector\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'subject' is not defined"
-     ]
-    }
-   ],
-   "source": [
-    "# Getting Real Betas Matrix\n",
-    "vector = [x[0] for x in subject]\n",
-    "columns = ['V' + str(x+1) for x in range(len(subject))]\n",
-    "Betas = pd.DataFrame(np.column_stack(vector), columns=columns)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltman (betas, result):\n",
-    "    betahat = result.Subjects[0].MIXprop[0].T.to_numpy(copy=True)\n",
-    "    betahat = betahat.flatten()\n",
-    "    \n",
-    "    betasim = betas.to_numpy(copy=True)\n",
-    "    betasim = betasim.flatten()\n",
-    "    \n",
-    "    df = pd.DataFrame(np.transpose([betahat, betasim, (betahat - betasim)]), columns = ['betahat', 'betasim', 'difs'])\n",
-    "    summary = pd.DataFrame([[np.mean(df.difs),np.std(df.difs),np.min(df.difs),np.max(df.difs)]], columns = ['mn', 'sd', 'mi', 'mx'])\n",
-    "    return df, summary\n",
-    "       "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ba, summary = blandAltman (Betas, result)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def blandAltamGraph(ba, summary):\n",
-    "    fig, ax = plt.subplots(figsize=(16,8))\n",
-    "    ax.plot(ba.betasim, ba.difs, 'k.')\n",
-    "    plt.xlabel('Beta Sim')\n",
-    "    plt.ylabel('Difs')\n",
-    "    ax.axhline(summary.mn[0])\n",
-    "    ax.axhline(summary.mn[0]+2*summary.sd[0])\n",
-    "    ax.axhline(summary.mn[0]-2*summary.sd[0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "blandAltamGraph(ba, summary)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "cc = pd.read_excel('data/outputCellines.xlsx', sheet_name = 1) \n",
-    "cc.index = cc.iloc[:,0].astype(int)\n",
-    "cc = cc.iloc[:, 1:]\n",
-    "cc.index.name = 'Subjects'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'B cells naive'"
-      ]
-     },
-     "execution_count": 36,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "cc.iloc[:, 0].name"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.3"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/data/TIL10_signature.xlsx b/data/TIL10_signature.xlsx
new file mode 100644
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diff --git a/hook-scipy.py b/hook-scipy.py
deleted file mode 100644
index 2ab1be0..0000000
--- a/hook-scipy.py
+++ /dev/null
@@ -1,2 +0,0 @@
-from PyInstaller.utils.hooks import collect_submodules
-hiddenimports = collect_submodules('scipy') 
diff --git a/hook-sklearn.py b/hook-sklearn.py
deleted file mode 100644
index 733debd..0000000
--- a/hook-sklearn.py
+++ /dev/null
@@ -1,2 +0,0 @@
-from PyInstaller.utils.hooks import collect_submodules
-hiddenimports = collect_submodules('sklearn') 
diff --git a/pyread.py b/pyread.py
deleted file mode 100644
index 532c1d5..0000000
--- a/pyread.py
+++ /dev/null
@@ -1,7 +0,0 @@
-import pyreadr
-
-result = pyreadr.read_r('betas.list.rds')
-
-print(result.keys()) # let's check what objects we got: there is only None
-df1 = result[None]
-print(df1)
\ No newline at end of file
diff --git a/read celllines.ipynb b/read celllines.ipynb
deleted file mode 100644
index d8ebee5..0000000
--- a/read celllines.ipynb	
+++ /dev/null
@@ -1,988 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "X = pd.read_excel('app/data/outputCellines(2).xlsx', sheet_name = 1) \n",
-    "X.index = X.iloc[:,0].astype(int)\n",
-    "X.index.name = 'Subjects'\n",
-    "result3 = X.iloc[:, 1:]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>B cells naive</th>\n",
-       "      <th>B cells memory</th>\n",
-       "      <th>Plasma cells</th>\n",
-       "      <th>T cells CD8</th>\n",
-       "      <th>T cells CD4 naive</th>\n",
-       "      <th>T cells CD4 memory resting</th>\n",
-       "      <th>T cells CD4 memory activated</th>\n",
-       "      <th>T cells follicular helper</th>\n",
-       "      <th>T cells regulatory (Tregs)</th>\n",
-       "      <th>T cells gamma delta</th>\n",
-       "      <th>...</th>\n",
-       "      <th>Monocytes</th>\n",
-       "      <th>Macrophages M0</th>\n",
-       "      <th>Macrophages M1</th>\n",
-       "      <th>Macrophages M2</th>\n",
-       "      <th>Dendritic cells resting</th>\n",
-       "      <th>Dendritic cells activated</th>\n",
-       "      <th>Mast cells resting</th>\n",
-       "      <th>Mast cells activated</th>\n",
-       "      <th>Eosinophils</th>\n",
-       "      <th>Neutrophils</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Subjects</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
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-       "    </tr>\n",
-       "  </thead>\n",
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-       "<p>1018 rows × 22 columns</p>\n",
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-       "          B cells naive  B cells memory  Plasma cells  T cells CD8  \\\n",
-       "Subjects                                                             \n",
-       "906826         0.000000             0.0      0.345776          0.0   \n",
-       "687983         0.000000             0.0      0.000000          0.0   \n",
-       "910927              NaN             NaN           NaN          NaN   \n",
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-       "1240139        0.000000             0.0      0.087772          0.0   \n",
-       "...                 ...             ...           ...          ...   \n",
-       "1298157        0.229618             0.0      0.286891          0.0   \n",
-       "1480372        0.179031             0.0      0.000000          0.0   \n",
-       "1298533        0.026337             0.0      0.083086          0.0   \n",
-       "930299         0.043072             0.0      0.000000          0.0   \n",
-       "905954         0.000000             0.0      0.000000          0.0   \n",
-       "\n",
-       "          T cells CD4 naive  T cells CD4 memory resting  \\\n",
-       "Subjects                                                  \n",
-       "906826             0.000000                    0.437601   \n",
-       "687983             0.000000                    0.000000   \n",
-       "910927                  NaN                         NaN   \n",
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-       "...                     ...                         ...   \n",
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-       "930299             0.000000                    0.000000   \n",
-       "905954             0.000000                    0.000000   \n",
-       "\n",
-       "          T cells CD4 memory activated  T cells follicular helper  \\\n",
-       "Subjects                                                            \n",
-       "906826                             0.0                   0.000000   \n",
-       "687983                             0.0                   0.386427   \n",
-       "910927                             NaN                        NaN   \n",
-       "1240138                            0.0                   0.000000   \n",
-       "1240139                            0.0                   0.000000   \n",
-       "...                                ...                        ...   \n",
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-       "930299                             0.0                   0.478240   \n",
-       "905954                             0.0                   0.000000   \n",
-       "\n",
-       "          T cells regulatory (Tregs)  T cells gamma delta  ...  Monocytes  \\\n",
-       "Subjects                                                   ...              \n",
-       "906826                       0.00000                  0.0  ...        0.0   \n",
-       "687983                       0.00000                  0.0  ...        0.0   \n",
-       "910927                           NaN                  NaN  ...        NaN   \n",
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-       "1240139                      0.00000                  0.0  ...        0.0   \n",
-       "...                              ...                  ...  ...        ...   \n",
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-       "905954                       0.00000                  0.0  ...        0.0   \n",
-       "\n",
-       "          Macrophages M0  Macrophages M1  Macrophages M2  \\\n",
-       "Subjects                                                   \n",
-       "906826          0.000000             0.0             0.0   \n",
-       "687983          0.000000             0.0             0.0   \n",
-       "910927               NaN             NaN             NaN   \n",
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-       "...                  ...             ...             ...   \n",
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-       "930299          0.478688             0.0             0.0   \n",
-       "905954          0.000000             0.0             0.0   \n",
-       "\n",
-       "          Dendritic cells resting  Dendritic cells activated  \\\n",
-       "Subjects                                                       \n",
-       "906826                        0.0                   0.000000   \n",
-       "687983                        0.0                   0.613573   \n",
-       "910927                        NaN                        NaN   \n",
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-       "930299                        0.0                   0.000000   \n",
-       "905954                        0.0                   0.410373   \n",
-       "\n",
-       "          Mast cells resting  Mast cells activated  Eosinophils  Neutrophils  \n",
-       "Subjects                                                                      \n",
-       "906826              0.216622                   0.0     0.000000          0.0  \n",
-       "687983              0.000000                   0.0     0.000000          0.0  \n",
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-       "\n",
-       "[1018 rows x 22 columns]"
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-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
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-   "source": [
-    "result3"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "Subjects\n",
-       "906826      True\n",
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-       "910927     False\n",
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-       "           ...  \n",
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-       "Length: 1018, dtype: bool"
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-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
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-   "source": [
-    "df = result3.sum(axis=1).where(df > 0).notna()\n",
-    "df"
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-   "cell_type": "code",
-   "execution_count": 10,
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-       "      <th>B cells naive</th>\n",
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-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.478240</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.478688</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>905954</th>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>...</td>\n",
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-       "      <td>0.0</td>\n",
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-       "      <td>0.410373</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.589627</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>977 rows × 22 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "          B cells naive  B cells memory  Plasma cells  T cells CD8  \\\n",
-       "Subjects                                                             \n",
-       "906826         0.000000             0.0      0.345776          0.0   \n",
-       "687983         0.000000             0.0      0.000000          0.0   \n",
-       "1240138        0.000000             0.0      0.000000          0.0   \n",
-       "1240139        0.000000             0.0      0.087772          0.0   \n",
-       "906792         0.000000             0.0      0.262769          0.0   \n",
-       "...                 ...             ...           ...          ...   \n",
-       "1298157        0.229618             0.0      0.286891          0.0   \n",
-       "1480372        0.179031             0.0      0.000000          0.0   \n",
-       "1298533        0.026337             0.0      0.083086          0.0   \n",
-       "930299         0.043072             0.0      0.000000          0.0   \n",
-       "905954         0.000000             0.0      0.000000          0.0   \n",
-       "\n",
-       "          T cells CD4 naive  T cells CD4 memory resting  \\\n",
-       "Subjects                                                  \n",
-       "906826             0.000000                    0.437601   \n",
-       "687983             0.000000                    0.000000   \n",
-       "1240138            0.276668                    0.000000   \n",
-       "1240139            0.260919                    0.000000   \n",
-       "906792             0.000000                    0.000000   \n",
-       "...                     ...                         ...   \n",
-       "1298157            0.000000                    0.000000   \n",
-       "1480372            0.000000                    0.000000   \n",
-       "1298533            0.196231                    0.000000   \n",
-       "930299             0.000000                    0.000000   \n",
-       "905954             0.000000                    0.000000   \n",
-       "\n",
-       "          T cells CD4 memory activated  T cells follicular helper  \\\n",
-       "Subjects                                                            \n",
-       "906826                             0.0                   0.000000   \n",
-       "687983                             0.0                   0.386427   \n",
-       "1240138                            0.0                   0.000000   \n",
-       "1240139                            0.0                   0.000000   \n",
-       "906792                             0.0                   0.279801   \n",
-       "...                                ...                        ...   \n",
-       "1298157                            0.0                   0.000000   \n",
-       "1480372                            0.0                   0.000000   \n",
-       "1298533                            0.0                   0.000000   \n",
-       "930299                             0.0                   0.478240   \n",
-       "905954                             0.0                   0.000000   \n",
-       "\n",
-       "          T cells regulatory (Tregs)  T cells gamma delta  ...  Monocytes  \\\n",
-       "Subjects                                                   ...              \n",
-       "906826                       0.00000                  0.0  ...        0.0   \n",
-       "687983                       0.00000                  0.0  ...        0.0   \n",
-       "1240138                      0.00000                  0.0  ...        0.0   \n",
-       "1240139                      0.00000                  0.0  ...        0.0   \n",
-       "906792                       0.00000                  0.0  ...        0.0   \n",
-       "...                              ...                  ...  ...        ...   \n",
-       "1298157                      0.00000                  0.0  ...        0.0   \n",
-       "1480372                      0.66837                  0.0  ...        0.0   \n",
-       "1298533                      0.00000                  0.0  ...        0.0   \n",
-       "930299                       0.00000                  0.0  ...        0.0   \n",
-       "905954                       0.00000                  0.0  ...        0.0   \n",
-       "\n",
-       "          Macrophages M0  Macrophages M1  Macrophages M2  \\\n",
-       "Subjects                                                   \n",
-       "906826          0.000000             0.0             0.0   \n",
-       "687983          0.000000             0.0             0.0   \n",
-       "1240138         0.000000             0.0             0.0   \n",
-       "1240139         0.000000             0.0             0.0   \n",
-       "906792          0.060959             0.0             0.0   \n",
-       "...                  ...             ...             ...   \n",
-       "1298157         0.000000             0.0             0.0   \n",
-       "1480372         0.000000             0.0             0.0   \n",
-       "1298533         0.410859             0.0             0.0   \n",
-       "930299          0.478688             0.0             0.0   \n",
-       "905954          0.000000             0.0             0.0   \n",
-       "\n",
-       "          Dendritic cells resting  Dendritic cells activated  \\\n",
-       "Subjects                                                       \n",
-       "906826                        0.0                   0.000000   \n",
-       "687983                        0.0                   0.613573   \n",
-       "1240138                       0.0                   0.280445   \n",
-       "1240139                       0.0                   0.321357   \n",
-       "906792                        0.0                   0.396471   \n",
-       "...                           ...                        ...   \n",
-       "1298157                       0.0                   0.000000   \n",
-       "1480372                       0.0                   0.152598   \n",
-       "1298533                       0.0                   0.283488   \n",
-       "930299                        0.0                   0.000000   \n",
-       "905954                        0.0                   0.410373   \n",
-       "\n",
-       "          Mast cells resting  Mast cells activated  Eosinophils  Neutrophils  \n",
-       "Subjects                                                                      \n",
-       "906826              0.216622                   0.0     0.000000          0.0  \n",
-       "687983              0.000000                   0.0     0.000000          0.0  \n",
-       "1240138             0.442887                   0.0     0.000000          0.0  \n",
-       "1240139             0.000000                   0.0     0.329952          0.0  \n",
-       "906792              0.000000                   0.0     0.000000          0.0  \n",
-       "...                      ...                   ...          ...          ...  \n",
-       "1298157             0.483492                   0.0     0.000000          0.0  \n",
-       "1480372             0.000000                   0.0     0.000000          0.0  \n",
-       "1298533             0.000000                   0.0     0.000000          0.0  \n",
-       "930299              0.000000                   0.0     0.000000          0.0  \n",
-       "905954              0.000000                   0.0     0.589627          0.0  \n",
-       "\n",
-       "[977 rows x 22 columns]"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "result3[df]"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index c85d9b4..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-dash
-dash-core-components
-dash-html-components
-cx_Freeze
-cx_Logging
-waitress
-Mixture
\ No newline at end of file

From 5110172c82011cd48825513311710a6e4af86567 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Wed, 19 Feb 2020 09:41:31 -0300
Subject: [PATCH 48/52] score test with dash app

---
 app/pages/score.py    | 100 ++++++++++++++++++++++++++++++++++++++++++
 app/pages/validate.py |  23 +++++-----
 2 files changed, 112 insertions(+), 11 deletions(-)
 create mode 100644 app/pages/score.py

diff --git a/app/pages/score.py b/app/pages/score.py
new file mode 100644
index 0000000..a93d66a
--- /dev/null
+++ b/app/pages/score.py
@@ -0,0 +1,100 @@
+import pandas as pd
+import numpy as np
+from sklearn.svm import LinearSVR
+from sklearn.datasets import make_regression
+import random, math
+from joblib import Parallel, delayed
+from sklearn.preprocessing import scale
+import multiprocessing
+
+def Score (X, Y, cores):
+
+    # Normalize signature Matrix
+    mean = X.iloc[:, 1:].mean()
+    std = X.iloc[:, 1:].stack().std()
+    X.iloc[:, 1:] = (X.iloc[:, 1:] - mean.mean()) / std
+
+    # Intersection between X and Y
+    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
+    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
+
+    # Ordering by GeneSymbol
+    X = X.sort_values(by=['Gene symbol'])
+    Y = Y.sort_values(by=['Gene symbol'])
+    # Slice Gene symbol column
+    X = X.iloc[:, 1:]
+    Y = Y.iloc[:, 1:]
+    X.reset_index(drop=True, inplace=True)
+
+    Yn = pd.DataFrame(scale(Y), index=Y.index, columns=Y.columns)
+    #Yn = Y
+
+    score_adj = list()
+    print('Processing...')
+
+    score_adj = Parallel(n_jobs=cores, backend='multiprocessing')(delayed(proccessData)(X = X, Y = j, subject = i, verbose = 1) for i, j in Yn.iteritems())
+
+    matWa = pd.DataFrame()
+    matWp = pd.DataFrame()
+    matRes = pd.DataFrame()
+
+    for i in score_adj:
+        matWa = matWa.append(i.Wa, ignore_index=True)
+        matWp = matWp.append(i.Wp, ignore_index=True)
+        matRes = matRes.append(pd.DataFrame([[i.RMSEa, i.RMSEp, i.Ra, i.Rp]], columns=['RMSEa', 'RMSEp', 'Ra', 'Rp']), ignore_index=True)
+  
+    matWa.index = Y.columns.values
+    matWa.columns = X.columns.values
+
+    matWp.index = Y.columns.values
+    matWp.columns = X.columns.values
+
+    matRes.index = matWp.index.values
+
+    return(pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
+
+
+def proccessData (X, Y, subject, verbose):
+
+    XX = X
+
+    if verbose == 1:
+      print('Subject ' + str(subject) + ' Processing...' + str(multiprocessing.current_process()))
+
+    svr = LinearSVR (random_state = 0, max_iter = 40000)
+    model = svr.fit(X, Y)
+    score = model.coef_
+
+    # The scores less 0 change to 0
+    score[np.where(score<0)] = 0
+
+    wAbs = score
+
+    w = score/sum(score)
+
+    w = pd.DataFrame(w, XX.columns).T
+
+    wOut = pd.DataFrame(wAbs, XX.columns).T
+
+    # Create wSel with all values in zero
+    wSel = [0 for x in range(len(X.columns))]
+    wSel = pd.DataFrame(wSel, X.columns).T
+    wSel.loc[:, wSel.columns.isin(wOut.columns)] = wOut
+
+    u = X.apply(lambda x: x * wSel.iloc[0], axis = 1).values
+    k = np.sum(u, axis = 1)
+    nusvm = math.sqrt(pow((k - Y.values),2).mean())
+    corrv = np.corrcoef(k, Y.values)
+
+    w = wSel/wSel.sum().sum()
+    uW = X.apply(lambda x: x * w.iloc[0], axis = 1).values
+    kW = np.sum(uW, axis = 1)
+    nusvmW = math.sqrt(pow((kW - Y.values),2).mean())
+    corrvW = np.corrcoef(kW, Y.values)
+
+    result = pd.Series([wSel, w, nusvm, nusvmW, corrv[0][1], corrvW[0][1]], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp'])
+
+    if verbose == 1:
+      print('Finish proccess subject ' + str(subject))
+
+    return result
\ No newline at end of file
diff --git a/app/pages/validate.py b/app/pages/validate.py
index cf1e1d1..b85a148 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -21,6 +21,7 @@
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
 from scipy import stats
+from score import Score
 
 from app import app
 
@@ -242,7 +243,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             lines = lines_slider
 
             # Escenario 1
-            result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '')            
+            result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '', method=Score)            
             metrics1 = result1.Subjects[0].ACCmetrix[0].reset_index()
 
             # Escenario 2            
@@ -263,7 +264,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
 
             X = dataFrameSignature
 
-            result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '') 
+            result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '', method=Score) 
             
             betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
             estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
@@ -274,15 +275,15 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
 
             #Celllines analysis
             if len(celllines) == 1:
-                #Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
-                #result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '')
-                cc = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 0) 
-                cc.index = cc.iloc[:,0].astype(int)
-                cc.index.name = 'Subjects'
-                cc2 = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 1)
-                cc2.index = cc2.iloc[:,0].astype(int)
-                cc2.index.name = 'Subjects'
-                result3 = [cc.iloc[:, 1:], cc2.iloc[:, 1:]]
+                Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
+                result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '', method=Score)
+                #cc = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 0) 
+                #cc.index = cc.iloc[:,0].astype(int)
+                #cc.index.name = 'Subjects'
+                #cc2 = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 1)
+                #cc2.index = cc2.iloc[:,0].astype(int)
+                #cc2.index.name = 'Subjects'
+                #result3 = [cc.iloc[:, 1:], cc2.iloc[:, 1:]]
                 children_tabs = [
                     dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
                     dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})

From 0b7a3da891dcd2c53079a03cb5ff5ae91e4e4d35 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Tue, 17 Mar 2020 17:42:11 -0300
Subject: [PATCH 49/52] cambios en dash app validate

---
 app/__pycache__/app.cpython-36.pyc            | Bin 313 -> 332 bytes
 app/__pycache__/score.cpython-36.pyc          | Bin 0 -> 3074 bytes
 app/pages/__pycache__/__init__.cpython-36.pyc | Bin 125 -> 144 bytes
 app/pages/__pycache__/index.cpython-36.pyc    | Bin 9105 -> 9124 bytes
 app/pages/__pycache__/validate.cpython-36.pyc | Bin 14656 -> 14579 bytes
 app/pages/validate.py                         |   8 +-
 app/score.py                                  | 100 ++++++++++++++++++
 7 files changed, 104 insertions(+), 4 deletions(-)
 create mode 100644 app/__pycache__/score.cpython-36.pyc
 create mode 100644 app/score.py

diff --git a/app/__pycache__/app.cpython-36.pyc b/app/__pycache__/app.cpython-36.pyc
index 52d6e7f2bef1f7ed64618e17794cf6de0bbb2f6b..0b3a4d74b2e9fafbb5bd02bd570be1d683e7af57 100644
GIT binary patch
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delta 31
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HcmV?d00001

diff --git a/app/pages/__pycache__/__init__.cpython-36.pyc b/app/pages/__pycache__/__init__.cpython-36.pyc
index 413b9cc445521239ca84a41c3efc46a12222d4c8..1fb4c2a9beaf84321f259ea5c249a8b5a79b6d53 100644
GIT binary patch
delta 48
zcmb=Oz{qaQ%ge>B<2#YvLe5q{BR@A)KR2-?GqE@~vnVkyB~jlcKe;qFHLs+2qL(oM
DNMH|b

delta 29
kcmbQhSj%qA%gg1tTyY}11-F)dMt*LpepYf>;>1{E0B$!3PXGV_

diff --git a/app/pages/__pycache__/index.cpython-36.pyc b/app/pages/__pycache__/index.cpython-36.pyc
index bb87bb9e73c8c83c4e6234536b2e6ebf06f4235c..4def3fc748bb40a8f908b87fd7d03681abe9f271 100644
GIT binary patch
delta 1113
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delta 1075
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diff --git a/app/pages/__pycache__/validate.cpython-36.pyc b/app/pages/__pycache__/validate.cpython-36.pyc
index 89db30028e3fb7a73d21fa629e915e0c9d726726..eab4788c45449fb753942aef63ed31b10f9d4e00 100644
GIT binary patch
delta 4156
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delta 3990
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diff --git a/app/pages/validate.py b/app/pages/validate.py
index b85a148..b86a6f3 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -21,7 +21,7 @@
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
 from scipy import stats
-from score import Score
+import score
 
 from app import app
 
@@ -243,7 +243,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             lines = lines_slider
 
             # Escenario 1
-            result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '', method=Score)            
+            result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '', method=score.Score)            
             metrics1 = result1.Subjects[0].ACCmetrix[0].reset_index()
 
             # Escenario 2            
@@ -264,7 +264,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
 
             X = dataFrameSignature
 
-            result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '', method=Score) 
+            result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '', method=score.Score) 
             
             betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
             estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
@@ -276,7 +276,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             #Celllines analysis
             if len(celllines) == 1:
                 Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
-                result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '', method=Score)
+                result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '', method=score.Score)
                 #cc = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 0) 
                 #cc.index = cc.iloc[:,0].astype(int)
                 #cc.index.name = 'Subjects'
diff --git a/app/score.py b/app/score.py
new file mode 100644
index 0000000..a93d66a
--- /dev/null
+++ b/app/score.py
@@ -0,0 +1,100 @@
+import pandas as pd
+import numpy as np
+from sklearn.svm import LinearSVR
+from sklearn.datasets import make_regression
+import random, math
+from joblib import Parallel, delayed
+from sklearn.preprocessing import scale
+import multiprocessing
+
+def Score (X, Y, cores):
+
+    # Normalize signature Matrix
+    mean = X.iloc[:, 1:].mean()
+    std = X.iloc[:, 1:].stack().std()
+    X.iloc[:, 1:] = (X.iloc[:, 1:] - mean.mean()) / std
+
+    # Intersection between X and Y
+    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
+    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
+
+    # Ordering by GeneSymbol
+    X = X.sort_values(by=['Gene symbol'])
+    Y = Y.sort_values(by=['Gene symbol'])
+    # Slice Gene symbol column
+    X = X.iloc[:, 1:]
+    Y = Y.iloc[:, 1:]
+    X.reset_index(drop=True, inplace=True)
+
+    Yn = pd.DataFrame(scale(Y), index=Y.index, columns=Y.columns)
+    #Yn = Y
+
+    score_adj = list()
+    print('Processing...')
+
+    score_adj = Parallel(n_jobs=cores, backend='multiprocessing')(delayed(proccessData)(X = X, Y = j, subject = i, verbose = 1) for i, j in Yn.iteritems())
+
+    matWa = pd.DataFrame()
+    matWp = pd.DataFrame()
+    matRes = pd.DataFrame()
+
+    for i in score_adj:
+        matWa = matWa.append(i.Wa, ignore_index=True)
+        matWp = matWp.append(i.Wp, ignore_index=True)
+        matRes = matRes.append(pd.DataFrame([[i.RMSEa, i.RMSEp, i.Ra, i.Rp]], columns=['RMSEa', 'RMSEp', 'Ra', 'Rp']), ignore_index=True)
+  
+    matWa.index = Y.columns.values
+    matWa.columns = X.columns.values
+
+    matWp.index = Y.columns.values
+    matWp.columns = X.columns.values
+
+    matRes.index = matWp.index.values
+
+    return(pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
+
+
+def proccessData (X, Y, subject, verbose):
+
+    XX = X
+
+    if verbose == 1:
+      print('Subject ' + str(subject) + ' Processing...' + str(multiprocessing.current_process()))
+
+    svr = LinearSVR (random_state = 0, max_iter = 40000)
+    model = svr.fit(X, Y)
+    score = model.coef_
+
+    # The scores less 0 change to 0
+    score[np.where(score<0)] = 0
+
+    wAbs = score
+
+    w = score/sum(score)
+
+    w = pd.DataFrame(w, XX.columns).T
+
+    wOut = pd.DataFrame(wAbs, XX.columns).T
+
+    # Create wSel with all values in zero
+    wSel = [0 for x in range(len(X.columns))]
+    wSel = pd.DataFrame(wSel, X.columns).T
+    wSel.loc[:, wSel.columns.isin(wOut.columns)] = wOut
+
+    u = X.apply(lambda x: x * wSel.iloc[0], axis = 1).values
+    k = np.sum(u, axis = 1)
+    nusvm = math.sqrt(pow((k - Y.values),2).mean())
+    corrv = np.corrcoef(k, Y.values)
+
+    w = wSel/wSel.sum().sum()
+    uW = X.apply(lambda x: x * w.iloc[0], axis = 1).values
+    kW = np.sum(uW, axis = 1)
+    nusvmW = math.sqrt(pow((kW - Y.values),2).mean())
+    corrvW = np.corrcoef(kW, Y.values)
+
+    result = pd.Series([wSel, w, nusvm, nusvmW, corrv[0][1], corrvW[0][1]], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp'])
+
+    if verbose == 1:
+      print('Finish proccess subject ' + str(subject))
+
+    return result
\ No newline at end of file

From fb96f90bd365954708b52310fe5a4e90c2fc61d5 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sun, 29 Mar 2020 17:13:48 -0300
Subject: [PATCH 50/52] improve gui

---
 app/__pycache__/app.cpython-36.pyc            | Bin 332 -> 313 bytes
 app/__pycache__/main.cpython-36.pyc           | Bin 0 -> 2012 bytes
 app/__pycache__/score.cpython-36.pyc          | Bin 3074 -> 3055 bytes
 app/assets/css/main.css                       |  87 +++-
 app/data/outputCellines(2).xlsx               | Bin 326967 -> 0 bytes
 app/main.py                                   |   4 +-
 app/pages/__pycache__/__init__.cpython-36.pyc | Bin 144 -> 125 bytes
 app/pages/__pycache__/index.cpython-36.pyc    | Bin 9124 -> 10633 bytes
 app/pages/__pycache__/score.cpython-36.pyc    | Bin 0 -> 3061 bytes
 app/pages/__pycache__/validate.cpython-36.pyc | Bin 14579 -> 14862 bytes
 app/pages/index copy.py                       | 389 ++++++++++++++++++
 app/pages/index.py                            | 219 +++++++---
 app/pages/score.py                            | 100 -----
 app/pages/validate.py                         |  35 +-
 14 files changed, 658 insertions(+), 176 deletions(-)
 create mode 100644 app/__pycache__/main.cpython-36.pyc
 delete mode 100644 app/data/outputCellines(2).xlsx
 create mode 100644 app/pages/__pycache__/score.cpython-36.pyc
 create mode 100644 app/pages/index copy.py
 delete mode 100644 app/pages/score.py

diff --git a/app/__pycache__/app.cpython-36.pyc b/app/__pycache__/app.cpython-36.pyc
index 0b3a4d74b2e9fafbb5bd02bd570be1d683e7af57..2a6c7cdeb28aa41176b20e5474b7e0f00d6e8f88 100644
GIT binary patch
delta 31
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delta 50
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diff --git a/app/__pycache__/main.cpython-36.pyc b/app/__pycache__/main.cpython-36.pyc
new file mode 100644
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diff --git a/app/__pycache__/score.cpython-36.pyc b/app/__pycache__/score.cpython-36.pyc
index 476cc539226237e9ac8275a0326a06d83e14e113..b5d4d470f260be76a96c2469d36b2062d3825dd0 100644
GIT binary patch
delta 33
ocmZpYcrVUw%*)Fa{Iq@}`v+!jMg5HY+*JLn<g&!gqAYLO0kkFx_y7O^

delta 52
zcmaDa-Xy_p%*)I5R?l}M`v+z@6a9?*+*JMC#FEU!;@r%l#JrS5eV6>?(%jU%lH$!w
HEN|HX&W#dO

diff --git a/app/assets/css/main.css b/app/assets/css/main.css
index f72bc2b..3d08951 100644
--- a/app/assets/css/main.css
+++ b/app/assets/css/main.css
@@ -128,7 +128,7 @@ are based on 10px sizing. So basically 1.5rem = 15px :) */
 html {
   font-size: 62.5%; }
 body {
-  background-color: #F7F7F7;
+  background-color: rgba(247, 247, 247, 0.4);
   font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */
   line-height: 1.6;
   font-weight: 400;
@@ -448,16 +448,6 @@ nav ul {
   justify-content: flex-end;
 }
 
-.navigation a {
-  text-decoration: none;  
-  border-left: #333 1px solid;
-  display: block;
-  margin-top: 40px;
-  padding-left: 20px;
-  padding-right: 20px;
-  color: black;
-}
-
 #check_celllines input[type="checkbox"] {
 	-webkit-appearance: none;
 	background-color: #fafafa;
@@ -507,4 +497,79 @@ nav ul {
 	top: 0px;
 	left: 3px;
 	color:#ffffff;
+}
+
+/* Tabs */
+
+.custom-tabs {
+  margin-top: -53px !important;
+  margin-left: 575px !important;
+  margin-bottom: 10px !important;
+}
+
+.custom-tab {
+  width: 200px !important;
+  margin: 5px !important;
+  padding: 5px !important;
+  background-color: white !important;
+  border: none !important;
+  border-bottom: 2px solid grey !important;
+}
+
+.custom-tab-button {
+  display:block;
+  width: 200px !important;
+  margin-top: -46px !important;
+  margin-left: 364px !important;
+  margin-bottom: 10px !important;
+  padding: 5px !important;
+  background-color: white !important;
+  border: none !important;
+  border-bottom: 2px solid grey !important;
+  text-decoration: none;
+  color: black;
+  text-align: center;
+}
+
+.custom-tab-button:hover {
+  color: black;
+  border-bottom: 2px solid dodgerblue !important;
+}
+
+.custom-tab:hover {
+  border-bottom: 2px solid dodgerblue !important;
+}
+
+.custom-tab--selected {
+  border-bottom: 4px solid dodgerblue !important;
+}
+
+.navigation a {
+	text-decoration: none;
+	/* border-left: #333 1px solid; */
+	display: block;
+	margin-top: 40px;
+	/* padding-left: 20px; */
+	/* padding-right: 20px; */
+	/* color: black; */
+	border: none;
+	border-bottom: 2px solid grey;
+	padding-bottom: 5px;
+	margin-left: 5px;
+	margin-right: 5px;
+	width: 190px !important;
+  text-align: center;
+  color: black;
+}
+
+.navigation a:hover {
+	border-bottom: 2px solid dodgerblue;
+}
+
+#output-processing > div {
+  pointer-events:none;
+}
+
+#tabs2-parent, #tabs2-content, .custom-tab-button {
+  pointer-events: all !important;
 }
\ No newline at end of file
diff --git a/app/data/outputCellines(2).xlsx b/app/data/outputCellines(2).xlsx
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diff --git a/app/main.py b/app/main.py
index 480f6d5..8a9610f 100644
--- a/app/main.py
+++ b/app/main.py
@@ -49,7 +49,7 @@ def find_data_file(filename):
         <header>
             ''' + str(logoFile.read()) + '''
             <nav role="menu">  
-                <ul class="navigation">
+                <ul class="navigation" id="nav-menu">
                     <li><a href="/">Mixture</a></li>
                     <li><a href="/validate">Validate MS</a></li>
                 </ul>
@@ -79,4 +79,4 @@ def display_page(pathname):
         return '404'
 
 if __name__ == '__main__':
-    app.run_server(debug=True)
\ No newline at end of file
+    app.run_server(debug=True, host='0.0.0.0', port=8082)
diff --git a/app/pages/__pycache__/__init__.cpython-36.pyc b/app/pages/__pycache__/__init__.cpython-36.pyc
index 1fb4c2a9beaf84321f259ea5c249a8b5a79b6d53..51be3f18e9d5a6e0760b7cad6f696e322fe449b1 100644
GIT binary patch
delta 29
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delta 48
zcmb=Oz{qaQ%ge>B<2#YvLe5q{BR@A)KR2-?GqE@~vnVkyB~jlcKe;qFHLs+2qL(oM
DNMH|b

diff --git a/app/pages/__pycache__/index.cpython-36.pyc b/app/pages/__pycache__/index.cpython-36.pyc
index 4def3fc748bb40a8f908b87fd7d03681abe9f271..32ea5ccab991f7d1e5ceca3e7b5871e8b9a112fb 100644
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diff --git a/app/pages/index copy.py b/app/pages/index copy.py
new file mode 100644
index 0000000..5149230
--- /dev/null
+++ b/app/pages/index copy.py	
@@ -0,0 +1,389 @@
+#! /usr/bin/env python3
+
+import base64
+import datetime
+import io
+import Mixture
+import multiprocessing
+import sys
+import os
+import webbrowser
+
+import numpy as np
+
+import dash
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+
+from threading import Timer
+
+import pandas as pd
+
+from app import app
+
+expression = ''
+filename_expression = ''
+result = ''
+pValues = ''
+tableMetrics = ''
+
+cores = 4
+output = ''
+
+urlTil10 = '../data/TIL10_signature.xlsx'
+urlLm22 = '../data/LM22Signature.xlsx'
+
+def find_data_file(filename):
+    if getattr(sys, 'frozen', False):
+        # The application is frozen
+        datadir = os.path.dirname(sys.executable)
+    else:
+        # The application is not frozen
+        # Change this bit to match where you store your data files:
+        datadir = os.path.dirname(__file__)
+    return os.path.join(datadir, filename)
+
+
+layout = html.Div([
+    html.Div([
+    html.Div([        
+        html.P('Expression file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag and Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
+        html.P('Signature Data:'),
+        dcc.Dropdown(
+            id='signature-input',
+            options=[
+                {'label': 'LM22', 'value': 'LM22'},
+                {'label': 'TIL10', 'value': 'TIL10'},
+            ],
+            value='LM22'
+        ),
+        html.P('Number of permutation samples:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Input(
+            id='population-input',
+            placeholder='Enter a value...',
+            type='number',
+            min='0',
+            value='0'
+        ),
+        html.P('CPUs:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'max-width': '20vw'
+    }),
+    html.Div([
+        html.Div(id='output-processing'),
+        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            'margin': '0px',
+            'margin-left': '10px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '5px',
+            'width': '80vw',
+            'max-width': '80vw'
+    })
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'margin': '0px',
+        'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
+})
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+        'background-color': '#F7F7F7',
+})
+
+@app.callback(Output('tabs-content', 'children'),
+              [Input('tabs', 'value')])
+def render_content1(tab):
+    global result
+    count = len(result.Subjects[0].MIXprop[0])
+    if tab == 'tab-1':
+        xLabel = result.Subjects[0].MIXprop[0].index
+        columns = result.Subjects[0].MIXprop[0].columns        
+        return html.Div([
+            html.H3('Bar Plot Subject-Proportions'),
+            dcc.Graph(
+                id='graph-1-tabs',
+                figure=go.Figure(                    
+                    data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                    layout=go.Layout(
+                        barmode='relative',
+                        title_text='Bar Plot',
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-2':
+        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]        
+        return html.Div([
+            html.H3('Heatmaps of estimated cell-type proportion values'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=result.Subjects[0].MIXprop[0].index,
+                    y=result.Subjects[0].MIXprop[0].columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-3':
+        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        return html.Div([
+            html.H3('Immuno Content Score (Population Based)'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(
+                    data=[go.Scatter(
+                        x=result.Subjects[0].ACCmetrix[0].index, 
+                        y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
+                        mode='markers'
+                    )],
+                    layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=mean,
+                                x1=count,
+                                y1=mean,
+                                line=dict(
+                                    color="red",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean+2*std),
+                                x1=count,
+                                y1=(mean+2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean-2*std),
+                                x1=count,
+                                y1=(mean-2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+
+@app.callback(Output('tabs2-content', 'children'),
+              [Input('tabs2', 'value')])
+def render_content2(tab):
+    if tab == 'tab2-1':
+        return html.Div([
+            html.H4('Finished Process'),
+            html.A('Download result', href='/download_result/')
+        ])
+    elif tab == 'tab2-2':
+        return html.Div([
+            dcc.Tabs(id='tabs3', value='tab3-1', children=[
+                dcc.Tab(label='Absolute', value='tab3-1'),
+                dcc.Tab(label='Proportions', value='tab3-2'),
+                dcc.Tab(label='Metrics', value='tab3-3'),
+            ]),
+            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
+        ])
+    elif tab == 'tab2-3':
+        return html.Div([
+            dcc.Tabs(id='tabs', value='tab-1', children=[
+                dcc.Tab(label='Bar Plot', value='tab-1'),
+                dcc.Tab(label='Heatmaps', value='tab-2'),
+                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            ]),
+            html.Div(id='tabs-content')
+        ])     
+
+@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+              [Input('tabs3', 'value')])
+def update_data(tab):
+    global result
+    absolute = result.Subjects[0].MIXabs[0].reset_index()
+    proportions = result.Subjects[0].MIXprop[0].reset_index()
+    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+    if tab == 'tab3-1':
+        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+    elif tab == 'tab3-2':
+        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+    elif tab == 'tab3-3':
+        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
+
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global expression, filename_expression
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            df = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            expression = io.BytesIO(decoded)
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    filename_expression = filename
+    
+    return html.Div([
+        html.P('Selected:' + filename)
+    ])
+
+
+@app.callback(Output('loading-output-1', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(
+    Output("loading-output-2", "children"),
+    [dash.dependencies.Input('button', 'n_clicks')],
+    [dash.dependencies.State('signature-input', 'value'),
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('population-input', 'value')])
+def update_output(n_clicks, signature, cpu, population):
+   
+    global expression, result, pValues, tableMetrics, urlLm22, urlTil10
+    
+    if n_clicks is not None:
+        
+        if signature == 'LM22':
+            X = pd.read_excel(find_data_file(urlLm22), sheet_name = 0)
+        elif signature == 'TIL10':
+            X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
+        
+        Y = pd.read_excel(expression, sheet_name = 0) 
+        
+        #if __name__ == '__main__':            
+        #if __name__ == 'app':
+        if True:
+            result, pValues = Mixture.Mixture(X, Y , cpu, int(population), '')
+            
+            metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+            
+        children = [            
+            dcc.Tabs(id='tabs2', value='tab2-1', children=[
+                dcc.Tab(label='Download', value='tab2-1'),
+                dcc.Tab(label='Tables', value='tab2-2'),
+                dcc.Tab(label='Plots', value='tab2-3'),
+            ]),
+            html.Div(id='tabs2-content')
+        ]
+        
+        return children
+    
+@app.server.route('/download_result/')
+def download_excel ():
+    
+    global result, pValues, filename_expression
+    
+    strIO = io.BytesIO()
+    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
+    result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
+    result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
+    result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')
+    if pValues is not None:
+        pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
+    excel_writer.save()
+    excel_data = strIO.getvalue()
+    strIO.seek(0)  
+    
+    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)
diff --git a/app/pages/index.py b/app/pages/index.py
index 5149230..722234c 100644
--- a/app/pages/index.py
+++ b/app/pages/index.py
@@ -105,30 +105,23 @@ def find_data_file(filename):
             'margin-top': '30px'
         })        
     ], style={
-            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.05)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.05)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.05)',
             'margin': '0px',
             'background-color': '#FFFFFF',
             'padding': '20px',
-            'border-radius': '5px',
-            'max-width': '20vw'
+            'border-radius': '2px',
+            'maxWidth': '20vw'
     }),
     html.Div([
-        html.Div(id='output-processing'),
         dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
     ], style={
-            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
-            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.25)',
             'margin': '0px',
-            'margin-left': '10px',
-            'background-color': '#FFFFFF',
-            'padding': '20px',
-            'border-radius': '5px',
-            'width': '80vw',
-            'max-width': '80vw'
-    })
+            'margin-left': '5px',
+            'width': '100vw',
+            'maxWidth': '100vw'
+    },id='output-processing')
     ], style = {
         'width':'100%',
         'height':'100%',
@@ -136,7 +129,7 @@ def find_data_file(filename):
         'padding': '0px',
         'display': 'flex',
         'flex-direction': 'row'
-})
+},id='div-cont')
 ], style = {
         'width':'100%',
         'height':'100%',
@@ -146,7 +139,6 @@ def find_data_file(filename):
         'flex-direction': 'column',
         'margin': '0px',
         'padding': '0px',
-        'background-color': '#F7F7F7',
 })
 
 @app.callback(Output('tabs-content', 'children'),
@@ -256,44 +248,162 @@ def render_content1(tab):
 @app.callback(Output('tabs2-content', 'children'),
               [Input('tabs2', 'value')])
 def render_content2(tab):
+
+    ctx = dash.callback_context
+    if not ctx.triggered[0]['value']:
+        return no_update
+
+    global result
+
     if tab == 'tab2-1':
         return html.Div([
             html.H4('Finished Process'),
             html.A('Download result', href='/download_result/')
         ])
     elif tab == 'tab2-2':
+        absolute = result.Subjects[0].MIXabs[0].reset_index()
+        proportions = result.Subjects[0].MIXprop[0].reset_index()
+        metrics = result.Subjects[0].ACCmetrix[0].reset_index()
         return html.Div([
-            dcc.Tabs(id='tabs3', value='tab3-1', children=[
-                dcc.Tab(label='Absolute', value='tab3-1'),
-                dcc.Tab(label='Proportions', value='tab3-2'),
-                dcc.Tab(label='Metrics', value='tab3-3'),
+            #dcc.Tabs(id='tabs3', value='tab3-1', children=[
+            #    dcc.Tab(label='Absolute', value='tab3-1'),
+            #    dcc.Tab(label='Proportions', value='tab3-2'),
+            #    dcc.Tab(label='Metrics', value='tab3-3'),
+            #]),
+            html.Div([
+                html.H1(children='Absolut'),
+                dt.DataTable(id='table-absolute', data=absolute.to_dict('records'), columns = [{"name": i, "id": i} for i in absolute.columns], style_table={'overflowX': 'scroll'})
+            ]),
+            html.Div([
+                html.H1(children='Proportions'),
+                dt.DataTable(id='table-proportions', data=proportions.to_dict('records'), columns = [{"name": i, "id": i} for i in proportions.columns], style_table={'overflowX': 'scroll'})
             ]),
-            dt.DataTable(id='tabs3-content', style_table={'overflowX': 'scroll'})
+            html.Div([
+                html.H1(children='Metrics'),
+                dt.DataTable(id='table-metrics', data=metrics.to_dict('records'), columns = [{"name": i, "id": i} for i in metrics.columns], style_table={'overflowX': 'scroll'})
+            ])
         ])
     elif tab == 'tab2-3':
+        count = len(result.Subjects[0].MIXprop[0])
+        xLabel = result.Subjects[0].MIXprop[0].index
+        columns = result.Subjects[0].MIXprop[0].columns 
+        items = [result.Subjects[0].MIXprop[0].iloc[j].values for j in range(len(result.Subjects[0].MIXprop[0]))]
+        mean = np.mean(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
+        std = np.std(result.Subjects[0].ACCmetrix[0].IscBySbj.values)
         return html.Div([
-            dcc.Tabs(id='tabs', value='tab-1', children=[
-                dcc.Tab(label='Bar Plot', value='tab-1'),
-                dcc.Tab(label='Heatmaps', value='tab-2'),
-                dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            #dcc.Tabs(id='tabs', value='tab-1', children=[
+            #    dcc.Tab(label='Bar Plot', value='tab-1'),
+            #    dcc.Tab(label='Heatmaps', value='tab-2'),
+            #    dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            #]),
+            #html.Div(id='tabs-content')
+               
+            html.Div([
+                html.H3('Bar Plot Subject-Proportions'),
+                dcc.Graph(
+                    id='graph-1-tabs',
+                    figure=go.Figure(                    
+                        data=[go.Bar(x=xLabel, y=[result.Subjects[0].MIXprop[0].iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                        layout=go.Layout(
+                            barmode='relative',
+                            title_text='Bar Plot',
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
+                    )
+                )
+            ]),
+            html.Div([
+                html.H3('Heatmaps of estimated cell-type proportion values'),
+                dcc.Graph(
+                    id='graph-2',
+                    figure=go.Figure(data=go.Heatmap(
+                        z=np.transpose(items),
+                        x=result.Subjects[0].MIXprop[0].index,
+                        y=result.Subjects[0].MIXprop[0].columns,
+                        colorscale= [
+                            [0.0, 'rgb(255,255,255)'],
+                            [1.0, 'rgb(255,0,0)']
+                        ]
+                    ),
+                        layout=go.Layout(
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
+                    )
+                )
             ]),
-            html.Div(id='tabs-content')
+            html.Div([
+                html.H3('Immuno Content Score (Population Based)'),
+                dcc.Graph(
+                    id='graph-2',
+                    figure=go.Figure(
+                        data=[go.Scatter(
+                            x=result.Subjects[0].ACCmetrix[0].index, 
+                            y=result.Subjects[0].ACCmetrix[0].IscBySbj.values, 
+                            mode='markers'
+                        )],
+                        layout=go.Layout(
+                            shapes=[
+                                go.layout.Shape(
+                                    type="line",
+                                    x0=-1,
+                                    y0=mean,
+                                    x1=count,
+                                    y1=mean,
+                                    line=dict(
+                                        color="red",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                ),
+                                go.layout.Shape(
+                                    type="line",
+                                    x0=-1,
+                                    y0=(mean+2*std),
+                                    x1=count,
+                                    y1=(mean+2*std),
+                                    line=dict(
+                                        color="blue",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                ),
+                                go.layout.Shape(
+                                    type="line",
+                                    x0=-1,
+                                    y0=(mean-2*std),
+                                    x1=count,
+                                    y1=(mean-2*std),
+                                    line=dict(
+                                        color="blue",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                )
+                            ],
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
+                    )
+                )
+            ])
         ])     
 
-@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
-              [Input('tabs3', 'value')])
-def update_data(tab):
-    global result
-    absolute = result.Subjects[0].MIXabs[0].reset_index()
-    proportions = result.Subjects[0].MIXprop[0].reset_index()
-    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
-    if tab == 'tab3-1':
-        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
-    elif tab == 'tab3-2':
-        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
-    elif tab == 'tab3-3':
-        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
-
+#@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+#              [Input('tabs3', 'value')])
+#def update_data(tab):
+#    global result
+#    absolute = result.Subjects[0].MIXabs[0].reset_index()
+#    proportions = result.Subjects[0].MIXprop[0].reset_index()
+#    metrics = result.Subjects[0].ACCmetrix[0].reset_index()
+#    if tab == 'tab3-1':
+#        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+#    elif tab == 'tab3-2':
+#        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+#    elif tab == 'tab3-3':
+#        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
+#
 def parse_contents(contents, filename, date):
     content_type, content_string = contents.split(',')
     
@@ -333,7 +443,7 @@ def update_output(list_of_contents, list_of_names, list_of_dates):
         return children
 
 @app.callback(
-    Output("loading-output-2", "children"),
+        Output("loading-output-2", "children"),
     [dash.dependencies.Input('button', 'n_clicks')],
     [dash.dependencies.State('signature-input', 'value'),
      dash.dependencies.State('cpu-slider', 'value'),
@@ -358,12 +468,19 @@ def update_output(n_clicks, signature, cpu, population):
             
             metrics = result.Subjects[0].ACCmetrix[0].reset_index()
             
-        children = [            
-            dcc.Tabs(id='tabs2', value='tab2-1', children=[
-                dcc.Tab(label='Download', value='tab2-1'),
-                dcc.Tab(label='Tables', value='tab2-2'),
-                dcc.Tab(label='Plots', value='tab2-3'),
-            ]),
+        children = [
+            html.A('Download', href='/download_result/', className='custom-tab-button'),   
+            dcc.Tabs(id='tabs2', value='tab2-2', children=[
+                #dcc.Tab(label='Download', value='tab2-1', 
+                #className='custom-tab',
+                #selected_className='custom-tab--selected'),
+                dcc.Tab(label='Tables', value='tab2-2',
+                className='custom-tab',
+                selected_className='custom-tab--selected'),
+                dcc.Tab(label='Plots', value='tab2-3',
+                className='custom-tab',
+                selected_className='custom-tab--selected'),
+            ], parent_className='custom-tabs'),
             html.Div(id='tabs2-content')
         ]
         
@@ -379,8 +496,8 @@ def download_excel ():
     result.Subjects[0].MIXabs[0].to_excel(excel_writer, sheet_name='Absolute')
     result.Subjects[0].MIXprop[0].to_excel(excel_writer, sheet_name='Proportions')
     result.Subjects[0].ACCmetrix[0].to_excel(excel_writer, sheet_name='Metrics')
-    if pValues is not None:
-        pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    #if pValues is not None:
+    #    pValues.to_excel(excel_writer, sheet_name='Pvalues')
     result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
     excel_writer.save()
     excel_data = strIO.getvalue()
diff --git a/app/pages/score.py b/app/pages/score.py
deleted file mode 100644
index a93d66a..0000000
--- a/app/pages/score.py
+++ /dev/null
@@ -1,100 +0,0 @@
-import pandas as pd
-import numpy as np
-from sklearn.svm import LinearSVR
-from sklearn.datasets import make_regression
-import random, math
-from joblib import Parallel, delayed
-from sklearn.preprocessing import scale
-import multiprocessing
-
-def Score (X, Y, cores):
-
-    # Normalize signature Matrix
-    mean = X.iloc[:, 1:].mean()
-    std = X.iloc[:, 1:].stack().std()
-    X.iloc[:, 1:] = (X.iloc[:, 1:] - mean.mean()) / std
-
-    # Intersection between X and Y
-    X = X.loc[X['Gene symbol'].isin(Y['Gene symbol'])]
-    Y = Y.loc[Y['Gene symbol'].isin(X['Gene symbol'])]
-
-    # Ordering by GeneSymbol
-    X = X.sort_values(by=['Gene symbol'])
-    Y = Y.sort_values(by=['Gene symbol'])
-    # Slice Gene symbol column
-    X = X.iloc[:, 1:]
-    Y = Y.iloc[:, 1:]
-    X.reset_index(drop=True, inplace=True)
-
-    Yn = pd.DataFrame(scale(Y), index=Y.index, columns=Y.columns)
-    #Yn = Y
-
-    score_adj = list()
-    print('Processing...')
-
-    score_adj = Parallel(n_jobs=cores, backend='multiprocessing')(delayed(proccessData)(X = X, Y = j, subject = i, verbose = 1) for i, j in Yn.iteritems())
-
-    matWa = pd.DataFrame()
-    matWp = pd.DataFrame()
-    matRes = pd.DataFrame()
-
-    for i in score_adj:
-        matWa = matWa.append(i.Wa, ignore_index=True)
-        matWp = matWp.append(i.Wp, ignore_index=True)
-        matRes = matRes.append(pd.DataFrame([[i.RMSEa, i.RMSEp, i.Ra, i.Rp]], columns=['RMSEa', 'RMSEp', 'Ra', 'Rp']), ignore_index=True)
-  
-    matWa.index = Y.columns.values
-    matWa.columns = X.columns.values
-
-    matWp.index = Y.columns.values
-    matWp.columns = X.columns.values
-
-    matRes.index = matWp.index.values
-
-    return(pd.DataFrame([[matWa, matWp, matRes]], columns=['MIXabs', 'MIXprop', 'ACCmetrix']))
-
-
-def proccessData (X, Y, subject, verbose):
-
-    XX = X
-
-    if verbose == 1:
-      print('Subject ' + str(subject) + ' Processing...' + str(multiprocessing.current_process()))
-
-    svr = LinearSVR (random_state = 0, max_iter = 40000)
-    model = svr.fit(X, Y)
-    score = model.coef_
-
-    # The scores less 0 change to 0
-    score[np.where(score<0)] = 0
-
-    wAbs = score
-
-    w = score/sum(score)
-
-    w = pd.DataFrame(w, XX.columns).T
-
-    wOut = pd.DataFrame(wAbs, XX.columns).T
-
-    # Create wSel with all values in zero
-    wSel = [0 for x in range(len(X.columns))]
-    wSel = pd.DataFrame(wSel, X.columns).T
-    wSel.loc[:, wSel.columns.isin(wOut.columns)] = wOut
-
-    u = X.apply(lambda x: x * wSel.iloc[0], axis = 1).values
-    k = np.sum(u, axis = 1)
-    nusvm = math.sqrt(pow((k - Y.values),2).mean())
-    corrv = np.corrcoef(k, Y.values)
-
-    w = wSel/wSel.sum().sum()
-    uW = X.apply(lambda x: x * w.iloc[0], axis = 1).values
-    kW = np.sum(uW, axis = 1)
-    nusvmW = math.sqrt(pow((kW - Y.values),2).mean())
-    corrvW = np.corrcoef(kW, Y.values)
-
-    result = pd.Series([wSel, w, nusvm, nusvmW, corrv[0][1], corrvW[0][1]], index =['Wa', 'Wp', 'RMSEa', 'RMSEp', 'Ra', 'Rp'])
-
-    if verbose == 1:
-      print('Finish proccess subject ' + str(subject))
-
-    return result
\ No newline at end of file
diff --git a/app/pages/validate.py b/app/pages/validate.py
index b86a6f3..68cdba4 100644
--- a/app/pages/validate.py
+++ b/app/pages/validate.py
@@ -226,7 +226,7 @@ def update_lines(lines_slider):
      dash.dependencies.State('check_celllines', 'value')])
 def update_output(n_clicks, lines_slider, cpu, celllines):
    
-    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids, result3
+    global signature, dataFrameSignature, result1, pValues1, tableMetrics1, result2, pValues2, tableMetrics2, subjects, betas, lines, estimate_lines, ids, result3, dataCelllines
     
     if n_clicks is not None:
 
@@ -244,6 +244,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
 
             # Escenario 1
             result1, pValues1 = Mixture.Mixture(X, Y , cpu, 1, '', method=score.Score)            
+            print('Finish Escenario 1')
             metrics1 = result1.Subjects[0].ACCmetrix[0].reset_index()
 
             # Escenario 2            
@@ -265,25 +266,34 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             X = dataFrameSignature
 
             result2, pValues2 = Mixture.Mixture(X, Y2 , cpu, 1, '', method=score.Score) 
+            print('Finish Escenario 2')
             
             betasSim = result2.Subjects[0].MIXprop[0].to_numpy(copy = True)           
             estimate_lines = pd.DataFrame([(betasSim[i] > 0).sum() for i in range(rango)])     
             metrics2 = result2.Subjects[0].ACCmetrix[0].reset_index()
 
             vector = [len(x[1]) for x in subjects]
-            ids = pd.DataFrame(np.column_stack(vector))   
+            ids = pd.DataFrame(np.column_stack(vector))
 
+            print('Starting Celllines process')
             #Celllines analysis
             if len(celllines) == 1:
-                Y3 = pd.read_excel(dataCelllines, sheet_name = 0)
-                result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '', method=score.Score)
-                #cc = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 0) 
-                #cc.index = cc.iloc[:,0].astype(int)
-                #cc.index.name = 'Subjects'
-                #cc2 = pd.read_excel('./data/outputCellines(2).xlsx', sheet_name = 1)
-                #cc2.index = cc2.iloc[:,0].astype(int)
-                #cc2.index.name = 'Subjects'
-                #result3 = [cc.iloc[:, 1:], cc2.iloc[:, 1:]]
+
+                print('Loading Datasets wait a moment...')
+                #dataCelllines = pd.read_excel('../data/Celllines.xlsx', sheet_name = 0) 
+                #print('Finish!')
+                #print('Processing Celllines')
+                #
+                #Y3 = dataCelllines.iloc[: , 1:]
+                #result3, pValues3 = Mixture.Mixture(X, Y3 , cpu, 1, '', method=score.Score)
+                cc = pd.read_excel('../Result_Cellines_TIL9_Mixture.xlsx', sheet_name = 0) 
+                cc.index = cc.iloc[:,0].astype(int)
+                cc.index.name = 'Subjects'
+                cc2 = pd.read_excel('../Result_Cellines_TIL9_Mixture.xlsx', sheet_name = 1)
+                cc2.index = cc2.iloc[:,0].astype(int)
+                cc2.index.name = 'Subjects'
+                result3 = [cc.iloc[:, 1:], cc2.iloc[:, 1:]]
+                
                 children_tabs = [
                     dcc.Tab(label='Similation Test', value='tab4-1', style={'padding': '0px'}, selected_style={'padding': '0px'}),
                     dcc.Tab(label='False Discovery Test', value='tab4-2', style={'padding': '0px'}, selected_style={'padding': '0px'})
@@ -332,6 +342,7 @@ def update_output(n_clicks, lines_slider, cpu, celllines):
             children.append(html.H1('False Discovery Test'))
 
             # Number of Cell Types
+            #children.append(numberOfCellTypeFDTGraph(result3.Subjects[0].MIXprop[0]))
             children.append(numberOfCellTypeFDTGraph(result3[1]))
 
             # Absolute Beta Estimation
@@ -682,4 +693,4 @@ def render_content1(tab):
                     )
                 )
             )
-        ])
\ No newline at end of file
+        ])

From 11b6ad081f24935aea934b4e3f0391ed5ab35141 Mon Sep 17 00:00:00 2001
From: MsMatias <matias.miranda.ms@gmail.com>
Date: Sun, 26 Apr 2020 06:19:45 -0300
Subject: [PATCH 51/52] fix titles

---
 app/__pycache__/app.cpython-36.pyc            | Bin 313 -> 313 bytes
 app/__pycache__/main.cpython-36.pyc           | Bin 2012 -> 2012 bytes
 app/__pycache__/score.cpython-36.pyc          | Bin 3055 -> 3055 bytes
 app/pages/.index.py.swp                       | Bin 0 -> 1024 bytes
 app/pages/__pycache__/__init__.cpython-36.pyc | Bin 125 -> 125 bytes
 app/pages/__pycache__/index.cpython-36.pyc    | Bin 10633 -> 10640 bytes
 app/pages/__pycache__/validate.cpython-36.pyc | Bin 14862 -> 14862 bytes
 app/pages/index.py                            |  12 +-
 app/pages/index3.py                           | 513 ++++++++++++++++++
 9 files changed, 519 insertions(+), 6 deletions(-)
 create mode 100644 app/pages/.index.py.swp
 create mode 100644 app/pages/index3.py

diff --git a/app/__pycache__/app.cpython-36.pyc b/app/__pycache__/app.cpython-36.pyc
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diff --git a/app/__pycache__/main.cpython-36.pyc b/app/__pycache__/main.cpython-36.pyc
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diff --git a/app/pages/index.py b/app/pages/index.py
index 722234c..148ffe0 100644
--- a/app/pages/index.py
+++ b/app/pages/index.py
@@ -55,7 +55,7 @@ def find_data_file(filename):
         dcc.Upload(
             id='upload-data',
             children=html.Div([
-                'Drag and Drop or ',
+                'Drag & Drop or ',
                 html.A('Select File')
             ]), style={
                 'width': '100%',
@@ -97,8 +97,8 @@ def find_data_file(filename):
             id='cpu-slider',
             min=1,
             max=multiprocessing.cpu_count(),
-            step=1,
-            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            step=2,
+            marks={i: '{}'.format(i) for i in range(1, multiprocessing.cpu_count()+2, 3)},
             value=multiprocessing.cpu_count()
         ),  
         html.Button('Submit', id='button', style = {
@@ -119,8 +119,8 @@ def find_data_file(filename):
     ], style={
             'margin': '0px',
             'margin-left': '5px',
-            'width': '100vw',
-            'maxWidth': '100vw'
+            'width': '80vw',
+            'maxWidth': '80vw'
     },id='output-processing')
     ], style = {
         'width':'100%',
@@ -271,7 +271,7 @@ def render_content2(tab):
             #    dcc.Tab(label='Metrics', value='tab3-3'),
             #]),
             html.Div([
-                html.H1(children='Absolut'),
+                html.H1(children='Absolute'),
                 dt.DataTable(id='table-absolute', data=absolute.to_dict('records'), columns = [{"name": i, "id": i} for i in absolute.columns], style_table={'overflowX': 'scroll'})
             ]),
             html.Div([
diff --git a/app/pages/index3.py b/app/pages/index3.py
new file mode 100644
index 0000000..3bc01a0
--- /dev/null
+++ b/app/pages/index3.py
@@ -0,0 +1,513 @@
+#! /usr/bin/env python3
+
+import base64
+import datetime
+import io
+import Mixture
+import multiprocessing
+import sys
+import os
+import webbrowser
+
+import numpy as np
+
+import dash
+from dash.dependencies import Input, Output, State
+import dash_core_components as dcc
+import dash_html_components as html
+import dash_table as dt
+from flask import send_file
+import plotly.graph_objects as go
+
+from threading import Timer
+
+import pandas as pd
+
+from app import app
+
+expression = ''
+filename_expression = ''
+result = ''
+pValues = ''
+tableMetrics = ''
+
+cores = 4
+output = ''
+
+urlTil10 = '../data/TIL10_signature.xlsx'
+urlLm22 = '../data/LM22Signature.xlsx'
+
+#result = pd.read_excel('Result_esvr_celllines.xlsx', sheet_name = 0) 
+
+proportions =  pd.read_excel('./Result_esvr_celllines.xlsx', sheet_name = 1,index_col = 0) 
+metricas = pd.read_excel('./Result_esvr_celllines.xlsx', sheet_name = 2,index_col = 0) 
+absolutos = pd.read_excel('./Result_esvr_celllines.xlsx', sheet_name = 0,index_col = 0) 
+
+
+def find_data_file(filename):
+    if getattr(sys, 'frozen', False):
+        # The application is frozen
+        datadir = os.path.dirname(sys.executable)
+    else:
+        # The application is not frozen
+        # Change this bit to match where you store your data files:
+        datadir = os.path.dirname(__file__)
+    return os.path.join(datadir, filename)
+
+
+layout = html.Div([
+    html.Div([
+    html.Div([        
+        html.P('Expression file:'),
+        dcc.Upload(
+            id='upload-data',
+            children=html.Div([
+                'Drag & Drop or ',
+                html.A('Select File')
+            ]), style={
+                'width': '100%',
+                'height': '60px',
+                'lineHeight': '60px',
+                'borderWidth': '1px',
+                'borderStyle': 'dashed',
+                'borderRadius': '5px',
+                'textAlign': 'center',
+                'margin': '10px'
+            },
+            # Allow multiple files to be uploaded
+            multiple=True
+        ),
+        dcc.Loading(id="loading-1", children=[html.Div(id="loading-output-1")], type="default"),
+        html.P('Signature Data:'),
+        dcc.Dropdown(
+            id='signature-input',
+            options=[
+                {'label': 'LM22', 'value': 'LM22'},
+                {'label': 'TIL10', 'value': 'TIL10'},
+            ],
+            value='LM22'
+        ),
+        html.P('Number of permutation samples:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Input(
+            id='population-input',
+            placeholder='Enter a value...',
+            type='number',
+            min='0',
+            value='0'
+        ),
+        html.P('CPUs:', style={
+            'margin-top': '10px'
+        }),
+        dcc.Slider(
+            id='cpu-slider',
+            min=1,
+            max=multiprocessing.cpu_count(),
+            step=1,
+            marks={i: '{}'.format(i) for i in range(multiprocessing.cpu_count()+1)},
+            value=multiprocessing.cpu_count()
+        ),  
+        html.Button('Submit', id='button', style = {
+            'margin-top': '30px'
+        })        
+    ], style={
+            '-webkit-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.05)',
+            '-moz-box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.05)',
+            'box-shadow': '1px 2px 3px 1px rgba(0,0,0,0.05)',
+            'margin': '0px',
+            'background-color': '#FFFFFF',
+            'padding': '20px',
+            'border-radius': '2px',
+            'maxWidth': '20vw'
+    }),
+    html.Div([
+        dcc.Loading(id='loading-2', children=[html.Div(id='loading-output-2')], type='default')        
+    ], style={
+            'margin': '0px',
+            'margin-left': '5px',
+            'width': '80vw',
+            'maxWidth': '80vw'
+    },id='output-processing')
+    ], style = {
+        'width':'100%',
+        'height':'100%',
+        'margin': '0px',
+        'padding': '0px',
+        'display': 'flex',
+        'flex-direction': 'row'
+},id='div-cont')
+], style = {
+        'width':'100%',
+        'height':'100%',
+        'display': '-webkit-flex',
+        '-webkit-flex-direction': 'column',
+        'display': 'flex',
+        'flex-direction': 'column',
+        'margin': '0px',
+        'padding': '0px',
+})
+
+@app.callback(Output('tabs-content', 'children'),
+              [Input('tabs', 'value')])
+def render_content1(tab):
+    global proportions, metricas, absolutos
+    count = len(proportions)
+    if tab == 'tab-1':
+        xLabel = proportions.index
+        columns = proportions.columns        
+        return html.Div([
+            html.H3('Bar Plot Subject-Proportions'),
+            dcc.Graph(
+                id='graph-1-tabs',
+                figure=go.Figure(                    
+                    data=[go.Bar(x=xLabel, y=[proportions.iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                    layout=go.Layout(
+                        barmode='relative',
+                        title_text='Bar Plot',
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-2':
+        items = [proportions.iloc[j].values for j in range(len(proportions))]        
+        return html.Div([
+            html.H3('Heatmaps of estimated cell-type proportion values'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(data=go.Heatmap(
+                    z=np.transpose(items),
+                    x=proportions.index,
+                    y=proportions.columns,
+                    colorscale= [
+                        [0.0, 'rgb(255,255,255)'],
+                        [1.0, 'rgb(255,0,0)']
+                    ]
+                ),
+                    layout=go.Layout(
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+    elif tab == 'tab-3':
+        mean = np.mean(metricas.IscBySbj.values)
+        std = np.std(metricas.IscBySbj.values)
+        return html.Div([
+            html.H3('Immuno Content Score (Population Based)'),
+            dcc.Graph(
+                id='graph-2',
+                figure=go.Figure(
+                    data=[go.Scatter(
+                        x=metricas.index, 
+                        y=metricas.IscBySbj.values, 
+                        mode='markers'
+                    )],
+                    layout=go.Layout(
+                        shapes=[
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=mean,
+                                x1=count,
+                                y1=mean,
+                                line=dict(
+                                    color="red",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean+2*std),
+                                x1=count,
+                                y1=(mean+2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            ),
+                            go.layout.Shape(
+                                type="line",
+                                x0=-1,
+                                y0=(mean-2*std),
+                                x1=count,
+                                y1=(mean-2*std),
+                                line=dict(
+                                    color="blue",
+                                    width=2,
+                                    dash="dashdot",
+                                ),
+                            )
+                        ],
+                        height=700,
+                        xaxis=dict(tickangle=-90, automargin= True)
+                    )
+                )
+            )
+        ])
+
+@app.callback(Output('tabs2-content', 'children'),
+              [Input('tabs2', 'value')])
+def render_content2(tab):
+
+    ctx = dash.callback_context
+    if not ctx.triggered[0]['value']:
+        return no_update
+
+    global proportions, metricas, absolutos
+
+    if tab == 'tab2-1':
+        return html.Div([
+            html.H4('Finished Process'),
+            html.A('Download result', href='/download_result/')
+        ])
+    elif tab == 'tab2-2':
+        absolute = absolutos.reset_index()
+        proportions = proportions.reset_index()
+        metrics = metricas.reset_index()
+        return html.Div([
+            #dcc.Tabs(id='tabs3', value='tab3-1', children=[
+            #    dcc.Tab(label='Absolute', value='tab3-1'),
+            #    dcc.Tab(label='Proportions', value='tab3-2'),
+            #    dcc.Tab(label='Metrics', value='tab3-3'),
+            #]),
+            html.Div([
+                html.H1(children='Absolut'),
+                dt.DataTable(id='table-absolute', data=absolute.to_dict('records'), columns = [{"name": i, "id": i} for i in absolute.columns], style_table={'overflowX': 'scroll'})
+            ]),
+            html.Div([
+                html.H1(children='Proportions'),
+                dt.DataTable(id='table-proportions', data=proportions.to_dict('records'), columns = [{"name": i, "id": i} for i in proportions.columns], style_table={'overflowX': 'scroll'})
+            ]),
+            html.Div([
+                html.H1(children='Metrics'),
+                dt.DataTable(id='table-metrics', data=metrics.to_dict('records'), columns = [{"name": i, "id": i} for i in metrics.columns], style_table={'overflowX': 'scroll'})
+            ])
+        ])
+    elif tab == 'tab2-3':
+        count = len(proportions)
+        xLabel = proportions.index
+        columns = proportions.columns 
+        items = [proportions.iloc[j].values for j in range(len(proportions))]
+        mean = np.mean(metricas.IscBySbj.values)
+        std = np.std(metricas.IscBySbj.values)
+        return html.Div([
+            #dcc.Tabs(id='tabs', value='tab-1', children=[
+            #    dcc.Tab(label='Bar Plot', value='tab-1'),
+            #    dcc.Tab(label='Heatmaps', value='tab-2'),
+            #    dcc.Tab(label='Immuno Content Score', value='tab-3'),
+            #]),
+            #html.Div(id='tabs-content')
+               
+            html.Div([
+                html.H3('Bar Plot Subject-Proportions'),
+                dcc.Graph(
+                    id='graph-1-tabs',
+                    figure=go.Figure(                    
+                        data=[go.Bar(x=xLabel, y=[proportions.iloc[j].values[i] for j in range(count)], name = columns[i]) for i in range(len(columns))],
+                        layout=go.Layout(
+                            barmode='relative',
+                            title_text='Bar Plot',
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
+                    )
+                )
+            ]),
+            html.Div([
+                html.H3('Heatmaps of estimated cell-type proportion values'),
+                dcc.Graph(
+                    id='graph-2',
+                    figure=go.Figure(data=go.Heatmap(
+                        z=np.transpose(items),
+                        x=proportions.index,
+                        y=proportions.columns,
+                        colorscale= [
+                            [0.0, 'rgb(255,255,255)'],
+                            [1.0, 'rgb(255,0,0)']
+                        ]
+                    ),
+                        layout=go.Layout(
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
+                    )
+                )
+            ]),
+            html.Div([
+                html.H3('Immuno Content Score (Population Based)'),
+                dcc.Graph(
+                    id='graph-2',
+                    figure=go.Figure(
+                        data=[go.Scatter(
+                            x=metricas.index, 
+                            y=metricas.IscBySbj.values, 
+                            mode='markers'
+                        )],
+                        layout=go.Layout(
+                            shapes=[
+                                go.layout.Shape(
+                                    type="line",
+                                    x0=-1,
+                                    y0=mean,
+                                    x1=count,
+                                    y1=mean,
+                                    line=dict(
+                                        color="red",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                ),
+                                go.layout.Shape(
+                                    type="line",
+                                    x0=-1,
+                                    y0=(mean+2*std),
+                                    x1=count,
+                                    y1=(mean+2*std),
+                                    line=dict(
+                                        color="blue",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                ),
+                                go.layout.Shape(
+                                    type="line",
+                                    x0=-1,
+                                    y0=(mean-2*std),
+                                    x1=count,
+                                    y1=(mean-2*std),
+                                    line=dict(
+                                        color="blue",
+                                        width=2,
+                                        dash="dashdot",
+                                    ),
+                                )
+                            ],
+                            height=700,
+                            xaxis=dict(tickangle=-90, automargin= True)
+                        )
+                    )
+                )
+            ])
+        ])     
+
+#@app.callback([Output('tabs3-content', 'data'), Output('tabs3-content', 'columns')],
+#              [Input('tabs3', 'value')])
+#def update_data(tab):
+#    global proportions, metricas, absolutos
+#    absolute = absolutos.reset_index()
+#    proportions = proportions.reset_index()
+#    metrics = metricas.reset_index()
+#    if tab == 'tab3-1':
+#        return [absolute.to_dict('records'), [{"name": i, "id": i} for i in absolute.columns]]
+#    elif tab == 'tab3-2':
+#        return [proportions.to_dict('records'), [{"name": i, "id": i} for i in proportions.columns]]
+#    elif tab == 'tab3-3':
+#        return [metrics.to_dict('records'), [{"name": i, "id": i} for i in metrics.columns]]
+#
+def parse_contents(contents, filename, date):
+    content_type, content_string = contents.split(',')
+    
+    global expression, filename_expression
+
+    decoded = base64.b64decode(content_string)
+    try:
+        if 'csv' in filename:
+            # Assume that the user uploaded a CSV file
+            df = pd.read_csv(
+                io.StringIO(decoded.decode('utf-8')))
+        elif 'xls' in filename or 'xlsx' in filename:
+            # Assume that the user uploaded an excel file
+            expression = io.BytesIO(decoded)
+            
+    except Exception as e:
+        print(e)
+        return html.Div([
+            'There was an error processing this file.'
+        ])
+    filename_expression = filename
+    
+    return html.Div([
+        html.P('Selected:' + filename)
+    ])
+
+
+@app.callback(Output('loading-output-1', 'children'),
+              [Input('upload-data', 'contents')],
+              [State('upload-data', 'filename'),
+               State('upload-data', 'last_modified')])
+def update_output(list_of_contents, list_of_names, list_of_dates):
+    if list_of_contents is not None:
+        children = [
+            parse_contents(c, n, d) for c, n, d in
+            zip(list_of_contents, list_of_names, list_of_dates)]
+        return children
+
+@app.callback(
+        Output("loading-output-2", "children"),
+    [dash.dependencies.Input('button', 'n_clicks')],
+    [dash.dependencies.State('signature-input', 'value'),
+     dash.dependencies.State('cpu-slider', 'value'),
+     dash.dependencies.State('population-input', 'value')])
+def update_output(n_clicks, signature, cpu, population):
+   
+    global expression, result, pValues, tableMetrics, urlLm22, urlTil10
+    
+    if n_clicks is not None:
+        
+        #if signature == 'LM22':
+        #    X = pd.read_excel(find_data_file(urlLm22), sheet_name = 0)
+        #elif signature == 'TIL10':
+        #    X = pd.read_excel(find_data_file(urlTil10), sheet_name = 0)
+        #
+        #Y = pd.read_excel(expression, sheet_name = 0) 
+        #
+        ##if __name__ == '__main__':            
+        ##if __name__ == 'app':
+        #if True:
+        #    result, pValues = Mixture.Mixture(X, Y , cpu, int(population), '')
+        #    
+        #    metrics = metricas.reset_index()
+            
+        children = [
+            html.A('Download', href='/download_result/', className='custom-tab-button'),   
+            dcc.Tabs(id='tabs2', value='tab2-2', children=[
+                #dcc.Tab(label='Download', value='tab2-1', 
+                #className='custom-tab',
+                #selected_className='custom-tab--selected'),
+                dcc.Tab(label='Tables', value='tab2-2',
+                className='custom-tab',
+                selected_className='custom-tab--selected'),
+                dcc.Tab(label='Plots', value='tab2-3',
+                className='custom-tab',
+                selected_className='custom-tab--selected'),
+            ], parent_className='custom-tabs'),
+            html.Div(id='tabs2-content')
+        ]
+        
+        return children
+    
+@app.server.route('/download_result/')
+def download_excel ():
+    
+    global proportions, metricas, absolutos, pValues, filename_expression
+    
+    strIO = io.BytesIO()
+    excel_writer = pd.ExcelWriter(strIO, engine="xlsxwriter")
+    absolutos.to_excel(excel_writer, sheet_name='Absolute')
+    proportions.to_excel(excel_writer, sheet_name='Proportions')
+    metricas.to_excel(excel_writer, sheet_name='Metrics')
+    #if pValues is not None:
+    #    pValues.to_excel(excel_writer, sheet_name='Pvalues')
+    result.usedGenes[0].to_excel(excel_writer, sheet_name='UsedGenes', index=False)
+    excel_writer.save()
+    excel_data = strIO.getvalue()
+    strIO.seek(0)  
+    
+    return send_file(strIO, attachment_filename='result_' + filename_expression, as_attachment=True)

From 39b111c627602429a44a7cc8f4b90f1071922459 Mon Sep 17 00:00:00 2001
From: Matias Samuel Miranda <matias.miranda.ms@gmail.com>
Date: Sun, 17 May 2020 12:51:47 -0300
Subject: [PATCH 52/52] Create requirements.txt

---
 requirements.txt | 6 ++++++
 1 file changed, 6 insertions(+)
 create mode 100644 requirements.txt

diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..52c38d5
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+setuptools==46.1.3
+waitress==1.4.3
+wheel==0.34.2
+dash_renderer==1.2.4
+dash_core_components==1.8.1
+dash==1.9.1